Effects of obesity on lung function and its imaging assessment

QIN Yuxin, FENG Youzhen, CHENG Zhongyuan, YU Xin, CAI Xiangran

Journal of Jinan University Natural Science & Medicine Edition ›› 2025, Vol. 46 ›› Issue (1) : 24-36.

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Journal of Jinan University Natural Science & Medicine Edition ›› 2025, Vol. 46 ›› Issue (1) : 24-36. DOI: 10.11778/j.jdxb.20240046
Research on clinical medicine

Effects of obesity on lung function and its imaging assessment

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Abstract

Obesity is a global epidemic and the proportion of obese and overweight people is increasing. Obesity is a risk factor for a variety of non-infectious diseases involving multiple organs throughout the body, including the respiratory system. The effects of obesity on lung function are characterized by mechanical compression of the lungs and low-grade inflammatory effects on the bronchi. Mechanical compression is mainly manifested by decreased respiratory compliance, altered lung volumes, increased airway resistance, altered regional lung ventilation and lung ventilation/perfusion, and respiratory muscle overload. A low-grade inflammatory state can cause inflammatory changes in the bronchial wall and induce airway remodelling. Body mass index (BMI) is a simple and convenient way to categorise the degree of obesity, but does not account for patterns of regional fat distribution. Different patterns of fat distribution have different effects on lung function. Lung function tests can non-invasively and indirectly show changes in lung function in obese people, but they reflect changes in the respiratory system as a whole and cannot directly and dynamically show changes in lung function. CT and MRI imaging tests, can not only accurately calculate the fat content and distribution, but also quantitatively analyse the changes in the lung structure, and more importantly, can also observe the dynamic changes in the thorax, lungs, and respiratory muscles under free breathing, so as to detect the changes in the lung function as early as possible, and thus carry out weight loss interventions in time. This paper will discuss the pathophysiological mechanisms of obesity-induced lung changes; the progress of obesity-related chest imaging and future research hotspots.

Key words

obesity / lung function / computed tomography / magnetic resonance imaging

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QIN Yuxin , FENG Youzhen , CHENG Zhongyuan , YU Xin , CAI Xiangran. Effects of obesity on lung function and its imaging assessment. Journal of Jinan University Natural Science & Medicine Edition. 2025, 46(1): 24-36 https://doi.org/10.11778/j.jdxb.20240046
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超重和肥胖是全球日益严重的公共卫生问题。目前,我国成年人的超重和肥胖发病率超过50%,儿童肥胖的发病率已接近20%[1]。近20年来,我国肥胖人群占比连续升高,并且呈年轻化趋势[2-4]。据相关研究预测,到2030年我国成年人的肥胖超重率将高达70%,儿童的超重率将接近30%[5]。世卫组织将肥胖定义为可损害健康的异常或过量脂肪累积,当身体质量指数(body mass index,BMI)≥30 kg/m2即可诊断为肥胖症。肥胖是哮喘、肺动脉高压、睡眠呼吸暂停、肥胖低通气综合征、肺炎、急性呼吸窘迫综合征(acute respiratory distress syndrome, ARDS)等多种呼吸系统疾病发病的危险因素,并会使慢性阻塞性呼吸道疾病(chronic obstructive respiratory disease,COPD)等其他疾病的发病机制复杂化[6],这是因为肥胖通过质量负荷、激素、代谢、炎症、神经及饮食因素的综合作用改变了正常的肺部稳态。脂肪组织与肺部组织的相互作用及减重引起的肺功能变化是当前研究的热点。肺功能检查只能间接反应肺功能的整体改变,不能可视化地对区域性肺功能进行分析,不利于早期观察肺功能变化。肥胖人群早期呼吸系统即可发生功能性和结构性的改变,但肺功能检查无法显示阳性结果;对于减重后患者呼吸功能得到改善的情况,肺功能检查结果也无法显示其动态变化。因此,需要探索更多可量化肺功能的检查指标。

1 肥胖导致机械性压迫对肺功能的影响

1.1 肥胖对呼吸顺应性及肺容积的影响

由于胸腹壁、纵隔和腹腔的脂肪过度沉积,肥胖症患者的肺部和胸壁力学特性会发生显著改变,肺部、胸壁组织器官的顺应性会降低[7],同时呼吸模式也会发生改变。空气沿着胸腔内的负压梯度流入肺部,肥胖者脂肪在胸、腹腔内过度堆积会引起腹腔和胸腔内压增加,导致膈肌的向下运动和胸壁的向外运动受到限制[8],肺的补呼气量(expiratory reserve volume, ERV)和功能残气量(functional residual capacity,FRC)大幅减少。ERV和FRC的降低通常与限制性肺功能异常有关。此外,由于呼气末容积减少,肺实质对外周小气道的支撑能力会降低,这会增加周围气道坍塌的概率并使气道阻力增加[9-10]。肥胖也会导致潮气量(tidal volume,TV)降低[11],机体则需通过增加呼吸频率来维持足量肺通气[12],呼吸模式会变得浅快。关于肥胖引起的呼吸系统顺应性降低,是由肺部或胸壁的顺应性降低所驱动,还是两者的共同作用所致,目前还存在争议[7]
尽管肥胖患者的ERV和FRC显著降低,但是残气容积(residual volume,RV)及总肺活量(total lung capacity,TLC)并无明显变化[13]。研究显示,随着BMI的增加,TLC虽会小幅度降低,但即使是严重肥胖者,其TLC也能保持相对稳定。在肥胖人群中,RV也能维持在正常范围内[13-14]。成人肥胖者的第1秒用力呼气容积(forced expiratory volume in one second,FEV1)、用力肺活量(forced vital capacity,FVC)会降低,第1秒用力呼气量占所有呼气量的比例(FEV1/FVC)不受影响[15],但儿童、青少年的FEV1/FVC会降低[16-17],这与此阶段儿童、青少年肺部发育不完善有关。

1.2 肥胖对气道阻力的影响

肥胖对静息肺容积的影响大于对呼吸能力的影响,主要表现为FRC降低。在此种情况下,胸膜腔内压下降,当潮气呼吸时,降低的胸膜腔内压达到闭合容积时会导致外周小气道塌陷或闭合,致使气体潴留及通气不均;而气体潴留或通气不均,会导致RV/TLC升高、FEV1轻度降低[18]。仰卧位时,腹腔压力与腹部皮下脂肪对膈区肺实质的压迫会使该区域的气道狭窄或闭合率进一步增加[19]

1.3 肥胖对气道高反应性的影响

尽管许多研究证实BMI与气道高反应性(airway hyperresponsiveness,AHR)呈正相关[20-21],但此观点目前还存在争议[22]。研究发现,肥胖者可能通过调节气道平滑肌细胞的细胞收缩机制,在增强哮喘AHR方面发挥主导作用[23]。一项关于肥胖症致AHR增加的研究指出,由于FRC降低、TV减少,呼吸模式变得浅快,这种模式可能会影响气道平滑肌的收缩力,平滑肌的收缩力通常通过潮气呼吸和深吸气时的拉伸来调节[24]。肥胖症引起的潮气量会使得平滑肌上的负荷减少,肌纤维变短和收缩速率增快,这些改变又可促进肌纤维的重塑,以便肌纤维在较短的长度上产生力[25],以上改变可能导致气道过强或过早的收缩反应,引起支气管狭窄。

1.4 肥胖对区域性肺通气/血流的影响

肥胖与肺内通气/血流(ventilation/perfusion ratio,V/Q)匹配度的改变相关。受重力的影响,正常肺V/Q常分布于肺下部区域。肥胖者肺下部区域仍然被优先灌注,但肺通气则优先分布于上肺区域[26]。Rutting等[26]研究发现,肥胖症患者的通气转移到上肺区与BMI密切相关,但与肺活量和气道闭合无关。肥胖者潮式呼吸时动脉氧张力的降低与肥胖状态诱发的V/Q不平衡有关[27]

1.5 肥胖对呼吸肌的影响

肥胖对呼吸力学的影响,除了会降低呼吸系统顺应性外,还会增加呼吸功和氧耗量[28]。在体力活动期间,这些机械异常与增加的通气需求及代谢负荷有关[29-30]。 呼吸功的增加意味着更多的呼吸肌启动。肥胖者的呼吸肌功能因肌肉需要克服的负荷增加或其能力下降而容易发生疲劳[31-32]。肥胖者在体育锻炼过程中,呼吸肌因为负荷过多而出现疲劳,而呼吸肌疲劳又会造成呼吸困难和锻炼耐受性降低[33]。虽然体育锻炼是治疗和预防肥胖的重要措施,但是许多肥胖者因在体育锻炼中出现呼吸困难或劳累而放弃。呼吸肌训练已被证明可以改善健康受试者和肥胖者的呼吸肌功能,根据训练方式的不同,分别可以增加力量或耐力[30,34 -37]

1.6 减重对肺功能的改善

肥胖是肺部力学及功能改变的主要驱动因素,减重会逆转这种改变。有研究调查了肥胖是否会诱发肺部永久的病理水平的重塑,以及减肥是否可以恢复呼吸生理状态的问题,结果表明肥胖症患者(无论是否患有哮喘)的体质量减轻后,峰值呼气流量和肺活量指数均有所改善[38],也有研究认为其肺活量也会显著增加,特别是TLC、FRC和ERV[39]
已有研究证实了减重对气道反应性的影响,如Pakhale等[40]发现,对肥胖伴哮喘患者实施饮食诱导的减重计划后,随着体质量减轻,其AHR有降低的趋势。此外发现,继发于肥胖的大气道和小气道的形态学 CT 变化在减肥手术后是可逆的,并且与症状改善相关[41]。减重手术还可以有效改善肥胖患者的肺部通换气功能[42]。上述研究表明,进行体质量管理可以逆转肺部病理性重塑并改善肺部形态和功能。

2 肥胖导致的脂肪组织炎性反应对肺功能的影响

2.1 正常脂肪组织的功能

正常脂肪组织是由抗炎、促炎介质和免疫细胞组成的一个全面、平衡的系统,其能维持正常的脂肪储存、内分泌功能,更重要的是其可通过维持机体对胰岛素的敏感性来维持正常的全身代谢[43]。白细胞介素-4(interleukin-4,IL-4)是主要的抗炎调节剂,其能调节与正常脂肪功能相关的3种抗炎细胞的分化和激活。3种抗炎细胞分别为T辅助型(Th)2细胞、交替激活的M2型巨噬细胞和调节性T细胞(regulatory T cells,Tregs)。IL-4激活信号转导和转录激活蛋白6,可驱动正常小鼠脂肪组织巨噬细胞(adipose tissue macrophages,ATMs)中M2型巨噬细胞表型的表达而提高胰岛素的敏感性[44]。在正常小鼠的内脏脂肪组织中,90%的IL-4表达细胞是嗜酸性粒细胞[45],所以嗜酸性粒细胞可能是脂肪组织产生IL-4的主要来源。白介素-13(interleukin-13,IL-13)也是维持M2型巨噬细胞所必需的细胞因子,而嗜酸性粒细胞也能同时分泌这种细胞因子。嗜酸性粒细胞的缺乏会增加高脂饮食(high-fat diet,HFD)诱导的胰岛素抵抗,因此嗜酸性粒细胞在脂肪组织稳态中发挥着重要作用[45]。此外,来自先天淋巴2型细胞(innate lymphoid type 2 cells,ILC2s)的白介素-5(interleukin-5,IL-5)和IL-13可以促进脂肪嗜酸性粒细胞的积累[46]。脂肪组织内皮细胞、脂肪细胞和巨噬细胞白介素-33(interleukin-33,IL-33)的表达[47]也在脂肪稳态中发挥核心作用,其能迅速激活ILC2s,增加IL-5和IL-13的表达,维持嗜酸性粒细胞和M2型巨噬细胞的含量[46]
Tregs是另一个重要的负向调节因子,Tregs能强烈抑制免疫细胞的促炎反应。在非炎症条件下,Tregs存在于非淋巴组织中,包括皮肤、肺、肝、肠黏膜和脂肪组织。这些Tregs具有的转录因子、免疫调节功能和T细胞受体都是其微环境所特有的[48]。在正常小鼠的内脏脂肪组织中,Tregs细胞占CD4+常驻脂肪T细胞(adipose-resident T cells,ARTs)的50%,远高于淋巴组织中10%~15%的占比。但是在肥胖患者中,Tregs细胞占CD4+ARTs的比例下降到约15%[49]。由于IL-33或其受体的遗传缺陷会严重降低脂肪Treg的含量,故IL-33被认为是内脏脂肪组织Treg发育和维持不可或缺的因素[50]。因此,IL-33已成为维持脂肪组织炎症平衡的免疫细胞核心调节因子。

2.2 肥胖导致炎症和脂肪细胞功能障碍的机制

肥胖时,脂肪细胞的正常储能和内分泌活动会发生巨大改变。慢性营养过剩可导致脂肪细胞肥大、线粒体功能紊乱、氧化和内质网应激增加,从而增加促炎信号、脂肪因子分泌和细胞死亡[51]。在组织水平上,这些改变与脂肪基质的含量和成分的显著变化有关,即抗炎性Tregs和Th2细胞数量下降,而促炎性Th1和CD8+T细胞数量增加。同样,由于ATMs被激活,M2与M1型巨噬细胞的比例发生变化,促炎性M1表型占据主导作用[52]
脂肪细胞也是脂肪蛋白和瘦素的主要来源,这两种高表达的脂肪因子对免疫细胞功能具有相反的影响。瘦素具有多种促炎作用,在暴露于营养过剩后不久就会增加,而脂肪蛋白则以抗炎作用为主,并随着脂肪量的增加而减少,以应对脂肪炎症的发生。瘦素可刺激先天免疫细胞产生IL-1、IL-6、IL-12和肿瘤坏死因子α(tumor necrosis factor-α,TNFα),并增强活性氧的产生和白三烯B4、环氧化酶2和一氧化氮的分泌[53]。据报道,瘦素还能直接促进T细胞增殖和Th1细胞极化,抑制Tregs增殖。研究揭示,与Tregs功能正常的肥胖小鼠相比,存在肥胖相关Tregs功能障碍的小鼠的IL-18水平明显上升。IL-18对Tregs的抑制能力减弱,而Tregs的控制缺陷是低度肥胖相关炎症进展的触发因素[54]

2.3 肥胖相关脂肪因子对肺组织的影响

肥胖表现为脂肪组织数量增加和功能改变。肥胖个体的脂肪组织会产生促炎性介质,对肺组织有直接影响。这些介质从脂肪细胞和浸润脂肪组织的白细胞中释放并进入循环,主要包括瘦素、TNF-α、IL-6、IL-8[55]、 C-反应蛋白和单核细胞化学吸引蛋白-1[56]。肥胖症患者脂肪组织中的炎症细胞同样增加,在肥胖的人类和小鼠的脂肪组织中,CD8+、CD4+T淋巴细胞明显增多[57-58],CD68+巨噬细胞占肥胖者皮下脂肪组织细胞的50%[59]。这种促炎环境会对肺部疾病产生影响。有报道称,肥胖伴哮喘[60]或COPD[61]患者皮下和内脏脂肪组织的巨噬细胞浸润会增多,提示脂肪组织炎症在肥胖患者的肺功能损害中发挥重要作用。瘦素最初被确定为一种饱腹激素,在肥胖症患者中含量增加,目前瘦素已成为肥胖相关肺部疾病关注的焦点。内脏脂肪中瘦素的表达与哮喘肥胖受试者的气道反应性密切相关[62]。肥胖症患者的抗炎性脂肪因子脂联素水平会降低。脂联素可下调气道中嗜酸性粒细胞的招募,以抑制过敏性气道炎症[63-64],其在哮喘或COPD[65]的肥胖患者中明显减少。相反,缺乏脂肪蛋白的小鼠气道嗜酸性粒细胞会增多并发展成气道炎症[66-67]。此外,由肥胖导致的脂肪组织功能失调可能会对脂肪因子谱(脂联素与瘦素的比例)产生影响,进而导致Tregs/Th17的细胞比例失调,增强Th2细胞反应,促使促炎细胞因子在肺部分泌增多,从而增加罹患呼吸系统疾病的风险[68]

3 肥胖相关的影像学进展

3.1 脂肪组织的影像学评估

脂肪组织按其分布区域可分为中心区和外周区。中心区脂肪组织包括胸、腹区的皮下脂肪及腹内脂肪,外周区脂肪组织包括上肢和下肢的皮下脂肪[69-70]。有研究发现肺功能损害与腹型肥胖导致的代谢综合征之间存在正相关关系[71]。随后研究表明,腹部脂肪可作为一种标志物,早期预测并显示肺功能的变化[72]。腹部周围脂肪的增加能使肺的顺应性降低,从而减少肺容积[31]。腹腔脂肪能改变膈肌的结构,限制膈肌运动,在肺功能损害中具有重要作用[73-74]。如前所述,脂肪组织还可以引发全身性炎症。随着脂肪量的增加,脂肪细胞趋于增多肥大,巨噬细胞浸润脂肪组织[75]会诱发低度炎症状态[76-77],引起AHR而导致气管重塑。
腰围(waist circumference,WC)和BMI是临床上常用于诊断腹型肥胖的测量指标,其与肺功能的关系已被广泛证实[78-80]。然而,这些指标代表的是脂肪组织的整体改变,并不能很好地将内脏脂肪组织(visceral adipose tissue,VAT)和皮下脂肪组织(subcutaneous adipose tissue,SAT)区分开来。
计算机断层扫描(computed tomography,CT)和磁共振成像(magnetic resonance imaging,MRI)脂肪测量技术被认为是定量评价 VAT的金标准[81-82]。与MRI相比,CT受呼吸伪影的影响较小,但是CT有电离辐射,故其在儿童及其队列研究中的应用受到限制。Strasser等[83]对不同的内脏脂肪组织测量方法进行了分析,如BMI、生物电阻抗分析、双能X射线、超声、CT和MRI,认为基于CT和MRI测量所得的数据最为准确、特异性高和显像全面,而且L3~4椎间盘层面的脂肪面积与腹部总脂肪相关性最好,并已被应用在许多研究中[84-86]。国外一项包含3 469名受试者的横断面研究显示,基于CT测量的VAT与FVC和FEV1呈反比关系[87]。其他研究也观察到类似的结果,FEV1%预测值降低与VAT呈负相关,而与其他肥胖指数无关[88]。质子磁共振光谱可用于评估皮下脂肪组织、VAT和骨髓脂肪组织中的多不饱和脂肪酸。不饱和脂肪含量与VAT之间存在显著的负相关[89]。在基于CT的脂肪组织定量研究中,大多数研究将SAT、VAT定义为CT值在-190~-30 Hu的区域。目前并没有统一的MRI脂肪组织分割方式,但是近年来,分割过程的自动化有了巨大的发展[90-92]。部分研究显示自动分割技术可将VAT与SAT和骨髓脂肪组织自动分离 [90-92],另有研究除利用R2*去除了肠内容物和骨髓脂肪外,还进一步去除了肌肉间脂肪组织[93]。人工智能(artificial intelligence, AI)和深度学习领域未来研究可能会向全自动、精确地分割不同的脂肪组织的方向发展[94-97]。未来的机器学习算法可能会在 MRI 扫描序列中对脂肪库进行标准化测量,为预防肥胖相关合并症(包括肺损伤)提供更具有价值的数据[98]

3.2 肺部结构功能的影像学评估

3.2.1 支气管分形维度

脂肪组织过多将引起气管重塑、气道狭窄和关闭及气道阻力增加等改变,损害支气管结构的稳定性和自相似性,导致分形维度的改变,利用分形维度可以更好地分析气道重塑。COPD是以支气管重塑为特征的慢性疾病,吸烟是COPD的其中一个重要危险因素。CT定量参数如低衰减区百分比(LAA%)、肺血管总计数与肺表面积比值(Ntotal/LSA)、截面积<5 mm2的肺血管计数与肺表面积比值[N(<5 mm2)/LSA]、理论气道内周长为10 mm的管壁面积平方根(Pi10)及全肺气道壁体积均与肺功能相关,能较好反映COPD气道及血管纵向变化[99]。气道重塑会使支气管分支模式变得复杂。胸部CT可以直观地观察肺实质和支气管,并且利用分形维度更好地分析气道重塑[100]。Bodduluri等[101]应用CT对吸烟者气道分支复杂性和重塑情况进行研究,指出气道分形维度与呼吸道发病率和肺功能变化有关,并且可用于评估患者死亡风险。

3.2.2 支气管口径/肺体积失调

气道管径的减少和肺容积的增加是COPD的主要结构变化。但是关于气道和肺体积的改变是否与肺功能和症状存在相互作用,尚未见报道。Tanabe等[102]基于CT的新指标——气道树与肺体积的百分比(airway volume percent,AWV%),对这些影响进行了研究,指出AWV%会随着GOLD肺功能分级的增加而降低,有症状受试者的AWV%低于无症状受试者,AWV%与FEV1和RV/TLC的相关性更密切,且较低的AWV%与较低的FEV1和较高的RV/TLC相关。 AWV%是一种易于测量的CT标志物,可阐明慢性肺疾病中气道与肺相互作用。

3.3 呼吸动力学的影像评估

胸腔呼吸泵可完成肺部空气的批量输送。呼吸泵功能受损是肺、胸壁顺应性降低和呼吸肌功能异常相互作用的结果。肥胖者呼吸泵可能会受到影响,一方面,胸腹部皮下脂肪过度聚集会导致肺、胸壁顺应性降低,另一方面,腹腔内脏脂肪的增多会导致腹腔压力增加,限制膈肌的运动,而膈肌是通气过程中的主要肌肉。呼吸泵受损会使肥胖者更容易发生呼吸困难及运动不耐受。胸腔动态MRI(dynamic MRI,dMRI)[103-106]可以在自由呼吸过程中完成检查,无需控制呼吸或呼吸门控等外部设备[107-108]。基于dMRI导出的4D图像设计并测量客观功能指标,可全面描述胸腹结构及其动态过程。Tong等[109]使用dMRI对正常儿童胸廓区域性通气进行了动态定量测量,发现右胸潮气量、膈肌移动程度、胸廓移动程度均大于左胸,并且随着年龄增长而增长,因此推断正常的左右呼吸量成分在形态特征和动力学上有严重的不对称性,并且随着年龄的增长发生变化。Tong等[109]还使用dMRI对儿童胸腔功能不全综合征(thoracic insufficiency syndrome,TIS)的肺功能变化进行了研究,结果显示TIS患儿术后吸气末和呼气末的左、右肺容积均大幅增加,尤其是右肺容积,呼气末和吸气末分别增加22.9%和26.3%。TIS术后平均肺潮气量增加,左肺潮气量和右肺潮气量分别增加43.8%和55.3%。目前还未见关于肥胖相关肺功能变化的dMRI的研究,或许在未来dMRI可能可为该领域提供更多客观、准确的肺功能变化信息。近年来,MRI技术取得了较大进展,特别是非笛卡尔MRI数据采样技术(例如径向采样、螺旋采样及螺旋成像技术)及超短TE和零TE成像序列的开发。超短回波时间(ultrashort echo time,UTE)成像技术弥补了常规MRI不能对短T2组织成像的不足,在肌肉骨骼系统中的应用较为广泛。这些新技术显著减少了运动伪影,可提供类似CT的高质量图像,使具备专业设备的中心能够对肺部和大气道进行更精确的MRI评估[110]。目前,UTE在肺部的研究应用也逐渐增多,其不仅可改善肺部MRI质量,还可进行通气、灌注等功能成像,在临床肺部疾病的诊疗中表现出极大的应用价值[111]

3.4 V/Q的影像评估

肺的主要功能是进行气体交换。为了使肺有效地进行气体交换,流向肺泡的空气(通气)和流向毛细血管的血液(灌注)必须以协调的方式进行。因此,肺V/Q匹配度可以提示肺部功能的改变。肥胖人群存在区域性的V/Q失匹配,可能会诱发其他肺部疾病。肥胖人群在早期仅仅表现为肺功能变化,而结构上不会出现改变。MRI被认为是最有潜力的分析肺气体交换的影像学方法。常规的胸部MRI技术需要静脉注射[112]或吸入[113]对比剂来分析肺通气和灌注动态变化,而利用dMRI技术则可以直观地观察到呼气时气道的塌陷。在呼气扫描过程中,较小的气道堵塞可能会导致空气滞留,利用超极化惰性气体(3 He、129 Xe)MRI技术,则可以直观地观察到大气道及外围肺部的通气量[114-115]。动态对比增强磁共振成像(dynamic contrast-enhanced magnetic resonance imaging,DCE-MRI)能够间接地揭示气道功能的障碍,表现为依赖性肺容积缺氧性血管收缩导致的灌注缺损[116-117]。然而,钆对此剂有可能在脑实质中沉积或加重肾功能不全者的排泄负担[118],而将高成本的超极化气体(3He或129Xe)作为吸入示踪剂[119]也是一个复杂的过程。因此,自由呼吸时获得非增强肺部MRI技术对肺部疾病的管理和随访具有重要意义。无对比剂、基于质子的傅里叶分解(Fourier decomposition,FD)MRI已被证明是在自由呼吸下评估肺V/Q功能的成像工具[120-122],一些研究已经验证了其诊断能力、有效性和可重复性[123-125]。最近,相位分辨功能肺部MRI(phase-resolved functional lung MRI,PREFUL-MRI)已被作为一种迭代技术来量化区域V和Q的动态参数,其在评估通气、灌注参数时有良好的可重复性。Pöhler等[126]为了测量PREFUL-MRI通气和灌注参数的重复性,对COPD患者和健康志愿者进行PREFUL-MRI重复检查,2次间隔时间为14 d,结果发现2次测量的MRI参数均无偏倚和显著性差异,组间参数变异性低。FD MRI和PREFUL-MRI已在COPD、哮喘、肺癌等肺部疾病的诊断及随访过程中发挥重要作用[127-128]
国内新兴的以超极化惰性气体为核心的技术开发,极大地推动了肺部MRI功能成像的进展。基于自由呼吸的肺部UTE成像技术有望在诊断和治疗肺部疾病中得到广泛应用。此外,AI技术将可大幅度缩短扫描所需时间,增强图像清晰度,同时扩展常规质子MRI在功能成像领域的应用范围[129]。综上,胸部功能MRI对发现肥胖者早期的呼吸功能改变具有重要意义。

4 小结与展望

肥胖对肺功能的影响主要体现在对肺部的机械性压迫和低度炎性作用。不同的脂肪分布模式对肺功能的影响不同。虽然肺功能检查可无创、直接地显示肥胖者肺功能的变化,但其只能反映呼吸系统的整体改变,而无法可视化、动态地显示肺功能的改变。而影像学检查,不仅能准确计算脂肪含量和分布,还可以定量分析肺结构的改变,更重要的是可在自由呼吸模式下动态观察胸廓、肺、呼吸肌的改变。随着AI和深度学习在影像学中的应用,其有望通过高分辨率图像重建而改变肺部功能的临床评估,从而突破肺部功能成像的界限[130]。虽已有研究表明肥胖患者减重术后肺部形态学和肺功能会发生改变,但这还需要进一步的前瞻性纵向研究,以将CT形态学表现与炎症标志物、肥胖相关并发症进行关联研究。此外,由于身体不同部位的脂肪库具有不同的炎症表型,在未来的研究中希望纳入不同脂肪库的比较研究,以为该领域提供更全面的观点。

作者贡献声明

秦雨欣:完善论文框架,查找相关资料,撰写及修改论文;冯友珍、程仲元、余鑫:查找相关资料,撰写及修改论文;蔡香然:提出研究思路和基本框架,修改论文。

利益冲突声明

本研究未受到企业、公司等第三方资助,不存在潜在利益冲突。

References

[1]
WANG Y F, ZHAO L, GAO L W, et al. Health policy and public health implications of obesity in China[J]. The Lancet Diabetes & Endocrinology, 2021, 9(7): 446-461.
[2]
ZHANG J, LI X Y, HAWLEY N, et al. Trends in the prevalence of overweight and obesity among Chinese school-age children and adolescents from 2010 to 2015[J]. Childhood Obesity (Print), 2018, 14(3): 182-188.
[3]
ZHANG J G, WANG H J, WANG Z H, et al. Prevalence and stabilizing trends in overweight and obesity among children and adolescents in China, 2011-2015[J]. BMC Public Health, 2018, 18(1): 571.
Background: The prevalence of childhood overweight and obesity in developed countries appears to be plateauing. The purpose of this study was to provide the most recent data on the prevalence and trends in overweight and obesity among Chinese children and adolescents from 2011 to 2015.Methods: We used data collected in the China Health and Nutrition Survey (CHNS) and China Nutritional Transition Cohort Study (CNTCS). We used two waves of the survey in 12 provinces conducted in 2011 (aged 7-18 years; n = 1458) and 2015 (aged 7-18 years; n = 1084) to perform a trend analysis. We used data collected in 15 provinces (aged 7-18 years; n = 1617) to estimate the prevalence of overweight and obesity among Chinese children and adolescents in 2015.Results: In 2015, based on the Working Group for Obesity in China (WGOC) criteria, the prevalence of overweight and obesity were 14.0% (95% CI, 11.6-16.3) and 10.5% (95% CI, 8.4-12.6) in boys, and 9.7% (95% CI, 7.7-11.8) and 7.1% (95% CI, 5.2-8.9) in girls, respectively. The increase in BMI z-scores from 2011 to 2015 was statistically significant among adolescents (p = 0.0083), but not among children. No significant changes were observed in prevalence of overweight and obesity between 2011 and 2015, excepting adolescents aged 12-18 years (p = 0.0086).Conclusions: Since 2011, overweight has remained stable, and obesity has stabilized in children, though not in adolescents. Although levels of childhood overweight and obesity in China are not high compared to other developed countries, they remain concerning enough that effective policies and interventions need to be sustained and intensified for lowering rates of childhood overweight and obesity.
[4]
MA S J, XI B, YANG L, et al. Trends in the prevalence of overweight, obesity, and abdominal obesity among Chinese adults between 1993 and 2015[J]. International Journal of Obesity, 2021, 45(2): 427-437.
Most previous studies on trends in the prevalence of obesity or abdominal obesity in Chinese adults were based on regional data and/or short time intervals, and recent trends are not available. We aimed to examine the secular trends in the prevalence of overweight, obesity, and abdominal obesity among Chinese adults at the national level from 1993 to 2015.A total of 70,242 Chinese adults aged 18-80 years were from the cross-sectional surveys conducted from 1993 to 2015. According to the World Health Organization criteria, overweight was defined as body mass index (BMI) ≥23.0 kg/m and <27.5 kg/m, and obesity was defined as BMI ≥27.5 kg/m. According to the International Diabetes Federation criteria, abdominal obesity was defined as waist circumference (WC) ≥90 cm for men and ≥80 cm for women. Mean values and prevalence of adiposity markers were standardized to the age distribution of the China population in 2010.Between 1993 and 2015, and based on age-standardized values, mean BMI increased from 21.9 kg/m in 1993 to 23.9 kg/m (+2.0 kg/m) in 2015 (P for trend < 0.001), and mean WC increased from 76.0 cm to 83.4 cm (+7.4 cm) (P for trend <0.001). From 1993 to 2015, the prevalence increased from 26.6% to 41.3% (+14.7%) for overweight, from 4.2% to 15.7% (+11.5%) for obesity, and from 20.2% to 46.9% (+26.7%) for abdominal obesity (all P for trends < 0.001). In multivariate linear regression analysis, time (calendar years), older age and urban regions were strongly and independently associated with BMI.The prevalence of overweight, obesity, and abdominal obesity increased markedly among Chinese adults during the past two decades. Weight control programs and public health measures to address the societal causes of obesity should be strengthened.
[5]
SUN X M, YAN A F, SHI Z M, et al. Health consequences of obesity and projected future obesity health burden in China[J]. Obesity, 2022, 30(9): 1724-1751.
This study examined the effects of overweight/obesity on mortality and morbidity outcomes and the disparities, time trends, and projected future obesity health burden in China.Cohort studies that were conducted in China and published in English or Chinese between January 1, 1995, and July 31, 2021, were systematically searched. This study focused on overweight/obesity, type 2 diabetes mellitus (T2DM), hypertension, cardiovascular diseases, metabolic syndrome, cancers, and chronic kidney disease.A total of 31 cohorts and 50 cohort studies reporting on mortality (n = 20) and morbidities (n = 30) associated with obesity met study inclusion criteria. Overall, BMI was nonlinearly (U-shaped) associated with all-cause mortality and linearly associated with risks of T2DM, cardiovascular diseases, hypertension, cancer, metabolic syndrome, and chronic kidney disease. In 2018, among adults, the prevalence of overweight/obesity, hypertension, and T2DM was 51.2%, 27.5%, and 12.4%, respectively. Their future projected prevalence would be 70.5%, 35.4%, and 18.5% in 2030, respectively. The projected number of adults having these conditions would be 810.65 million, 416.47 million, and 217.64 million, respectively. The urban-rural disparity in overweight/obesity prevalence was projected to shrink and then reverse over time.The current health burden of obesity in China is high and it will sharply increase in coming years and affect population groups differently. China needs to implement vigorous interventions for obesity prevention and treatment.© 2022 The Obesity Society.
[6]
DIXON A E, CLERISME-BEATY E M. Obesity and lung disease: a guide to management[M]. New Jersey: Humana Press, 2013, DOI: 10.1007/978-1-62703-053-3.
[7]
CORNELIUS T, SCHWARTZ J E, BALTE P, et al. A dyadic growth modeling approach for examining associations between weight gain and lung function decline[J]. American Journal of Epidemiology, 2020, 189(10): 1173-1184.
The relationship between body weight and lung function is complex. Using a dyadic multilevel linear modeling approach, treating body mass index (BMI; weight (kg)/height (m)2) and lung function as paired, within-person outcomes, we tested the hypothesis that persons with more rapid increase in BMI exhibit more rapid decline in lung function, as measured by forced expiratory volume in 1 second (FEV1), forced vital capacity (FVC), and their ratio (FEV1:FVC). Models included random intercepts and slopes and adjusted for sociodemographic and smoking-related factors. A sample of 9,115 adults with paired measurements of BMI and lung function taken at ≥3 visits were selected from a pooled set of 5 US population-based cohort studies (1983-2018; mean age at baseline = 46 years; median follow-up, 19 years). At age 46 years, average annual rates of change in BMI, FEV1, FVC, and FEV1:FVC ratio were 0.22 kg/m2/year, -25.50 mL/year, -21.99 mL/year, and -0.24%/year, respectively. Persons with steeper BMI increases had faster declines in FEV1 (r = -0.16) and FVC (r = -0.26) and slower declines in FEV1:FVC ratio (r = 0.11) (all P values < 0.0001). Results were similar in subgroup analyses. Residual correlations were negative (P < 0.0001), suggesting additional interdependence between BMI and lung function. Results show that greater rates of weight gain are associated with greater rates of lung function loss.© The Author(s) 2020. Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.
[8]
BEHAZIN N, JONES S B, COHEN R I, et al. Respiratory restriction and elevated pleural and esophageal pressures in morbid obesity[J]. Journal of Applied Physiology, 2010, 108(1): 212-218.
To explore mechanisms of restrictive respiratory physiology and high pleural pressure (P(Pl)) in severe obesity, we studied 51 obese subjects (body mass index = 38-80.7 kg/m(2)) and 10 nonobese subjects, both groups without lung disease, anesthetized, and paralyzed for surgery. We measured esophageal and gastric pressures (P(Es), P(Ga)) using a balloon-catheter, airway pressure (P(AO)), flow, and volume. We compared P(Es) to another estimate of P(Pl) based on P(AO) and flow. Reasoning that the lungs would not inflate until P(AO) exceeded alveolar and pleural pressures (P(AO) > P(Alv) > P(Pl)), we disconnected subjects from the ventilator for 10-15 s to allow them to reach relaxation volume (V(Rel)) and then slowly raised P(AO) until lung volume increased by 10 ml, indicating the "threshold P(AO)" (P(AO-Thr)) for inflation, which we took to be an estimate of the lowest P(Alv) or P(Pl) to be found in the chest at V(Rel). P(AO-Thr) ranged from 0.6 to 14.0 cmH2O in obese and 0.2 to 0.9 cmH2O in control subjects. P(Es) at V(Rel) was higher in obese than control subjects (12.5 +/- 3.9 vs. 6.9 +/- 3.1 cmH2O, means +/- SD; P = 0.0002) and correlated with P(AO-Thr) (R(2) = 0.16, P = 0.0015). Respiratory system compliance (C(RS)) was lower in obese than control (0.032 +/- 0.008 vs. 0.053 +/- 0.007 l/cmH2O) due principally to lower lung compliance (0.043 +/- 0.016 vs. 0.084 +/- 0.029 l/cmH2O) rather than chest wall compliance (obese 0.195 +/- 0.109, control 0.223 +/- 0.132 l/cmH2O). We conclude that many severely obese supine subjects at relaxation volume have positive P(pl) throughout the chest. High P(Es) suggests high P(Pl) in such individuals. Lung and respiratory system compliances are low because of breathing at abnormally low lung volumes.
[9]
PETERS U, SURATT B T, BATES J H T, et al. Beyond BMI: obesity and lung disease[J]. Chest, 2018, 153(3): 702-709.
The worldwide prevalence of obesity has increased rapidly in the last 3 decades, and this increase has led to important changes in the pathogenesis and clinical presentation of many common diseases. This review article examines the relationship between obesity and lung disease, highlighting some of the major findings that have advanced our understanding of the mechanisms contributing to this relationship. Changes in pulmonary function related to fat mass are important, but obesity is much more than simply a state of mass loading, and BMI is only a very indirect measure of metabolic health. The obese state is associated with changes in the gut microbiome, cellular metabolism, lipid handling, immune function, insulin resistance, and circulating factors produced by adipose tissue. Together, these factors can fundamentally alter the pathogenesis and pathophysiology of lung health and disease.Copyright © 2017 American College of Chest Physicians. Published by Elsevier Inc. All rights reserved.
[10]
AL-ALWAN A, BATES J H, CHAPMAN D G, et al. The nonallergic asthma of obesity. A matter of distal lung compliance[J]. American Journal of Respiratory and Critical Care Medicine, 2014, 189(12): 1494-1502.
[11]
LIN C K, LIN C C. Work of breathing and respiratory drive in obesity[J]. Respirology, 2012, 17(3): 402-411.
[12]
DUPUIS A, THIERRY A, PEROTIN J M, et al. Obesity impact on dyspnea in COPD patients[J]. International Journal of Chronic Obstructive Pulmonary Disease, 2024, 19: 1695-1706. DOI: 10.2147/COPD.S450366.
The role of obesity on dyspnea in chronic obstructive pulmonary disease (COPD) patients remains unclear. We aimed to provide an assessment of dyspnea in COPD patients according to their Body Mass Index (BMI) and to investigate the impact of obesity on dyspnea according to COPD severity.One hundred and twenty seven COPD patients with BMI ≥ 18.5 kg/m² (63% male, median (interquartile range) post bronchodilator forced expiratory volume of 1 second (post BD FEV) at 51 (34-66) % pred) were consecutively included. Dyspnea was assessed by mMRC (Modified medical research council) scale. Lung function tests were recorded, and emphysema was quantified on CT-scan (computed tomography-scan).Twenty-five percent of the patients were obese (BMI ≥ 30kg/m²), 66% of patients experienced disabling dyspnea (mMRC ≥ 2). mMRC scores did not differ depending on BMI categories (2 (1-3) for normal weight, 2 (1-3) 1 for overweight and 2 (1-3) for obese patients; p = 0.71). Increased mMRC scores (0-1 versus 2-3 versus 4) were associated with decreased post BD-FEV (p < 0.01), higher static lung hyperinflation (inspiratory capacity/total lung capacity (IC/TLC), p < 0.01), reduced DLCO (p < 0.01) and higher emphysema scores (p < 0.01). Obese patients had reduced static lung hyperinflation (IC/TLC p < 0.01) and lower emphysema scores (p < 0.01) than non-obese patients. mMRC score increased with GOLD grades (1-2 versus 3-4) in non-obese patients but not in obese patients, in association with a trend towards reduced static lung hyperinflation and lower emphysema scores.By contrast with non-obese patients, dyspnea did not increase with spirometric GOLD grades in obese patients. This might be explained by a reduced lung hyperinflation related to the mechanical effects of obesity and a less severe emphysema in severe COPD patients with obesity.© 2024 Dupuis et al.
[13]
LITTLETON S W, TULAIMAT A. The effects of obesity on lung volumes and oxygenation[J]. Respiratory Medicine, 2017, 124: 15-20. DOI: 10.1016/j.rmed.2017.01.004.
[14]
KATZ S, ARISH N, ROKACH A, et al. The effect of body position on pulmonary function: a systematic review[J]. BMC Pulmonary Medicine, 2018, 18(1): 159.
Background: Pulmonary function tests (PFTs) are routinely performed in the upright position due to measurement devices and patient comfort. This systematic review investigated the influence of body position on lung function in healthy persons and specific patient groups.Methods: A search to identify English-language papers published from 1/1998-12/2017 was conducted using MEDLINE and Google Scholar with key words: body position, lung function, lung mechanics, lung volume, position change, positioning, posture, pulmonary function testing, sitting, standing, supine, ventilation, and ventilatory change. Studies that were quasi-experimental, pre-post intervention; compared >= 2 positions, including sitting or standing; and assessed lung function in non-mechanically ventilated subjects aged >= 18 years were included. Primary outcome measures were forced expiratory volume in 1s (FEV1), forced vital capacity (FVC, FEV1/FVC), vital capacity (VC), functional residual capacity (FRC), maximal expiratory pressure (PEmax), maximal inspiratory pressure (PImax), peak expiratory flow (PEF), total lung capacity (TLC), residual volume (RV), and diffusing capacity of the lungs for carbon monoxide (DLCO). Standing, sitting, supine, and right- and left-side lying positions were studied.Results: Forty-three studies met inclusion criteria. The study populations included healthy subjects (29 studies), lung disease (nine), heart disease (four), spinal cord injury (SCI, seven), neuromuscular diseases (three), and obesity (four). In most studies involving healthy subjects or patients with lung, heart, neuromuscular disease, or obesity, FEV1, FVC, FRC, PEmax, PImax, and/or PEF values were higher in more erect positions. For subjects with tetraplegic SCI, FVC and FEV1 were higher in supine vs. sitting. In healthy subjects, DLCO was higher in the supine vs. sitting, and in sitting vs. side-lying positions. In patients with chronic heart failure, the effect of position on DLCO varied.Conclusions: Body position influences the results of PFTs, but the optimal position and magnitude of the benefit varies between study populations. PFTs are routinely performed in the sitting position. We recommend the supine position should be considered in addition to sitting for PFTs in patients with SCI and neuromuscular disease. When treating patients with heart, lung, SCI, neuromuscular disease, or obesity, one should take into consideration that pulmonary physiology and function are influenced by body position.
[15]
CHEN Y Y, KAO T W, FANG W H, et al. Body fat percentage in relation to lung function in individuals with normal weight obesity[J]. Scientific Reports, 2019, 9(1): 3066.
[16]
FORNO E, HAN Y Y, MULLEN J, et al. Overweight, obesity, and lung function in children and adults-a meta-analysis[J]. The Journal of Allergy and Clinical Immunology in Practice, 2018, 6(2): 570-581.e10.DOI: 10.1016/j.jaip.2017.07.010.
[17]
李丹, 张睿, 刘峰, 等. 超重和肥胖与哮喘患儿肺功能的相关性研究[J]. 临床儿科杂志, 2024, 42(5): 429-433.
LI D, ZHANG R, LIU F, et al. Correlation between overweight and obesity and lung function in children with asthma[J]. Journal of Clinical Pediatrics, 2024, 42(5): 429-433.
[18]
PELLEGRINO R, GOBBI A, ANTONELLI A, et al. Ventilation heterogeneity in obesity[J]. Journal of Applied Physiology, 2014, 116(9): 1175-1181.
Obesity is associated with important decrements in lung volumes. Despite this, ventilation remains normally or near normally distributed at least for moderate decrements in functional residual capacity (FRC). We tested the hypothesis that this is because maximum flow increases presumably as a result of an increased lung elastic recoil. Forced expiratory flows corrected for thoracic gas compression volume, lung volumes, and forced oscillation technique at 5-11-19 Hz were measured in 133 healthy subjects with a body mass index (BMI) ranging from 18 to 50 kg/m(2). Short-term temporal variability of ventilation heterogeneity was estimated from the interquartile range of the frequency distribution of the difference in inspiratory resistance between 5 and 19 Hz (R5-19_IQR). FRC % predicted negatively correlated with BMI (r = -0.72, P < 0.001) and with an increase in slope of either maximal (r = -0.34, P < 0.01) or partial flow-volume curves (r = -0.30, P < 0.01). Together with a slight decrease in residual volume, this suggests an increased lung elastic recoil. Regression analysis of R5-19_IQR against FRC % predicted and expiratory reserve volume (ERV) yielded significantly higher correlation coefficients by nonlinear than linear fitting models (r(2) = 0.40 vs. 0.30 for FRC % predicted and r(2) = 0.28 vs. 0.19 for ERV). In conclusion, temporal variability of ventilation heterogeneities increases in obesity only when FRC falls approximately below 65% of predicted or ERV below 0.6 liters. Above these thresholds distribution is quite well preserved presumably as a result of an increase in lung recoil.
[19]
CHOI S, HOFFMAN E A, WENZEL S E, et al. Registration-based assessment of regional lung function via volumetric CT images of normal subjects vs. severe asthmatics[J]. Journal of Applied Physiology, 2013, 115(5): 730-742.
[20]
SIDELEVA O, BLACK K, DIXON A E. Effects of obesity and weight loss on airway physiology and inflammation in asthma[J]. Pulmonary Pharmacology & Therapeutics, 2013, 26(4): 455-458.
[21]
CHEN F J, LIU Y L, SUN L H, et al. Effect of overweight/obesity on relationship between fractional exhaled nitric oxide and airway hyperresponsiveness in Chinese elderly patients with asthma[J]. International Journal of Immunopathology and Pharmacology, 2024, 38: 3946320241246713.DOI: 10.1177/03946320241246713.
[22]
ALTHOFF M, HOLGUIN F. Contemporary management techniques of asthma in obese patients[J]. Expert Review of Respiratory Medicine, 2020, 14(3): 249-257.
: Obesity-associated asthma represents a heterogeneous group of clinical phenotypes, including an adult-onset phenotype. These patients often have difficult to control symptoms and often are less likely to respond to conventional asthma therapies.: This review covers the effects of lifestyle interventions, including diet and weight loss, effect asthma outcomes and how obesity-associated asthma responds to conventional approaches to asthma management.: Management of obesity-associated asthma should include lifestyle modifications aimed at weight reduction, management of other co-morbidities, and limiting systemic steroids. As many of these patients have non-Th2 asthma, long-acting muscarinic antagonists and macrolides may be potentially helpful. Medications to treat metabolic syndrome.
[23]
SHAILESH H, JANAHI I A. Role of obesity in inflammation and remodeling of asthmatic airway[J]. Life, 2022, 12(7): 948.
[24]
SAKAI H, SUTO W, KAI Y, et al. Mechanisms underlying the pathogenesis of hyper-contractility of bronchial smooth muscle in allergic asthma[J]. Nihon Heikatsukin Gakkai Kikanshi, 2017, 53: 37-47. DOI: 10.1540/jsmr.53.37.
[25]
GAZZOLA M, HENRY C, LORTIE K, et al. Airway smooth muscle tone increases actin filamentogenesis and contractile capacity[J]. American Journal of Physiology Lung Cellular and Molecular Physiology, 2020, 318(2): L442-L451.
[26]
RUTTING S, MAHADEV S, TONGA K O, et al. Obesity alters the topographical distribution of ventilation and the regional response to bronchoconstriction[J]. Journal of Applied Physiology, 2020, 128(1): 168-177.
Obesity is associated with reduced operating lung volumes that may contribute to increased airway closure during tidal breathing and abnormalities in ventilation distribution. We investigated the effect of obesity on the topographical distribution of ventilation before and after methacholine-induced bronchoconstriction using single-photon emission computed tomography (SPECT)-computed tomography (CT) in healthy subjects. Subjects with obesity (= 9) and subjects without obesity (= 10) underwent baseline and postbronchoprovocation SPECT-CT imaging, in which Technegas was inhaled upright and followed by supine scanning. Lung regions that were nonventilated (Vent), low ventilated (Vent), or well ventilated (Vent) were calculated using an adaptive threshold method and were expressed as a percentage of total lung volume. To determine regional ventilation, lungs were divided into upper, middle, and lower thirds of axial length, derived from CT. At baseline, Vent and Vent for the entire lung were similar in subjects with and without obesity. However, in the upper lung zone, Vent (17.5 ± 10.6% vs. 34.7 ± 7.8%, < 0.001) and Vent (25.7 ± 6.3% vs. 33.6 ± 5.1%, < 0.05) were decreased in subjects with obesity, with a consequent increase in Vent (56.8 ± 9.2% vs. 31.7 ± 10.1%, < 0.001). The greater diversion of ventilation to the upper zone was correlated with body mass index ( = 0.74, < 0.001), respiratory system resistance ( = 0.72, < 0.001), and respiratory system reactance ( = -0.64, = 0.003) but not with lung volumes or basal airway closure. Following bronchoprovocation, overall Vent increased similarly in both groups; however, in subjects without obesity, Vent only increased in the lower zone, whereas in subjects with obesity, Vent increased more evenly across all lung zones. In conclusion, obesity is associated with altered ventilation distribution during baseline and following bronchoprovocation, independent of reduced lung volumes. Using ventilation SPECT-computed tomography imaging in healthy subjects, we demonstrate that ventilation in obesity is diverted to the upper lung zone and that this is strongly correlated with body mass index but is independent of operating lung volumes and of airway closure. Furthermore, methacholine-induced bronchoconstriction only occurred in the lower lung zone in individuals who were not obese, whereas in subjects who were obese, it occurred more evenly across all lung zones. These findings show that obesity-associated factors alter the topographical distribution of ventilation.
[27]
RIVAS E, ARISMENDI E, AGUSTÍ A, et al. Ventilation/Perfusion distribution abnormalities in morbidly obese subjects before and after bariatric surgery[J]. Chest, 2015, 147(4): 1127-1134.
Obesity is a global and growing public health problem. Bariatric surgery (BS) is indicated in patients with morbid obesity. To our knowledge, the effects of morbid obesity and BS on ventilation/perfusion (V.a/Q.) ratio distributions using the multiple inert gas elimination technique have never before been explored.We compared respiratory and inert gas (V.a/Q. ratio distributions) pulmonary gas exchange, breathing both ambient air and 100% oxygen, in 19 morbidly obese women (BMI, 45 kg/m2), both before and 1 year after BS, and in eight normal-weight, never smoker, age-matched, healthy women.Before BS, morbidly obese individuals had reduced arterial Po2 (76 ± 2 mm Hg) and an increased alveolar-arterial Po2 difference (27 ± 2 mm Hg) caused by small amounts of shunt (4.3% ± 1.1% of cardiac output), along with abnormally broadly unimodal blood flow dispersion (0.83 ± 0.06). During 100% oxygen breathing, shunt increased twofold in parallel with a reduction of blood flow to low V.a/Q. units, suggesting the development of reabsorption atelectasis without reversion of hypoxic pulmonary vasoconstriction. After BS, body weight was reduced significantly (BMI, 31 kg/m2), and pulmonary gas exchange abnormalities were decreased.Morbid obesity is associated with mild to moderate shunt and V.a/Q. imbalance. These abnormalities are reduced after BS.
[28]
KINDER F, GIANNOUDIS P V, BODDICE T, et al. The effect of an abnormal BMI on orthopaedic trauma patients: a systematic review and meta-analysis[J]. Journal of Clinical Medicine, 2020, 9(5): 1302.
[29]
SALVADEGO D, TRINGALI G, MICHELI R D, et al. Respiratory muscle interval training improves exercise capacity in obese adolescents during a 3-week In-hospital multidisciplinary body weight reduction program[J]. International Journal of Environmental Research and Public Health, 2022, 20(1): 487.
[30]
BHAMMAR D M, STICKFORD J L, BERNHARDT V, et al. Effect of weight loss on operational lung volumes and oxygen cost of breathing in obese women[J]. International Journal of Obesity, 2016, 40(6): 998-1004.
The effects of moderate weight loss on operational lung volumes during exercise and the oxygen (O2) cost of breathing are unknown in obese women but could have important implications regarding exercise endurance.In 29 obese women (33±8 years, 97±14 kg, body mass index: 36±4 kg m(-2), body fat: 45.6±4.5%; means±s.d.), body composition, fat distribution (by magnetic resonance imaging), pulmonary function, operational lung volumes during exercise and the O2 cost of breathing during eucapnic voluntary hyperpnea (([Vdot ]O2) vs ([Vdot ]E) slope) were studied before and after a 12-week diet and resistance exercise weight loss program.Participants lost 7.5±3.1 kg or ≈8% of body weight (P<0.001), but fat distribution remained unchanged. After weight loss, lung volume subdivisions at rest were increased (P<0.05) and were moderately associated (P<0.05) with changes in weight. End-expiratory lung volume (percentage of total lung capacity) increased at rest and during constant load exercise (P<0.05). O2 cost of breathing was reduced by 16% (2.52±1.02-2.11±0.72 ml l(-1); P=0.003). As a result, O2 uptake of the respiratory muscles ([Vdot ]O2Resp), estimated as the product of O2 cost of breathing and exercise ([Vdot ]E) during cycling at 60 W, was significantly reduced by 27±31 ml (P<0.001), accounting for 46% of the reduction in total body ([Vdot ]O2) during cycling at 60 W.Moderate weight loss yields important improvements in respiratory function at rest and during submaximal exercise in otherwise healthy obese women. These changes in breathing load could have positive effects on the exercise endurance and adherence to physical activity.
[31]
DIXON A E, PETERS U. The effect of obesity on lung function[J]. Expert Review of Respiratory Medicine, 2018, 12(9): 755-767.
There is a major epidemic of obesity, and many obese patients suffer with respiratory symptoms and disease. The overall impact of obesity on lung function is multifactorial, related to mechanical and inflammatory aspects of obesity. Areas covered: Obesity causes substantial changes to the mechanics of the lungs and chest wall, and these mechanical changes cause asthma and asthma-like symptoms such as dyspnea, wheeze, and airway hyperresponsiveness. Excess adiposity is also associated with increased production of inflammatory cytokines and immune cells that may also lead to disease. This article reviews the literature addressing the relationship between obesity and lung function, and studies addressing how the mechanical and inflammatory effects of obesity might lead to changes in lung mechanics and pulmonary function in obese adults and children. Expert commentary: Obesity has significant effects on respiratory function, which contribute significantly to the burden of respiratory disease. These mechanical effects are not readily quantified with conventional pulmonary function testing and measurement of body mass index. Changes in mediators produced by adipose tissue likely also contribute to altered lung function, though as of yet this is poorly understood.
[32]
CHLIF M, CHAOUACHI A, AHMAIDI S. Effect of aerobic exercise training on ventilatory efficiency and respiratory drive in obese subjects[J]. Respiratory Care, 2017, 62(7): 936-946.
[33]
CAICEDO-TRUJILLO S, TORRES-CASTRO R, VASCONCELLO-CASTILLO L, et al. Inspiratory muscle training in patients with obesity: a systematic review and meta-analysis[J]. Frontiers in Medicine, 2023, 10: 1284689.DOI: 10.3389/fmed.2023.1284689.
[34]
BARBALHO-MOULIM M C, MIGUEL G P, FORTI E M, et al. Effects of preoperative inspiratory muscle training in obese women undergoing open bariatric surgery: respiratory muscle strength, lung volumes, and diaphragmatic excursion[J]. Clinics, 2011, 66(10): 1721-1727.
[35]
CARRETERO-RUIZ A, OLVERA-PORCEL M D C, CAVERO-REDONDO I, et al. Effects of exercise training on weight loss in patients who have undergone bariatric surgery: a systematic review and meta-analysis of controlled trials[J]. Obesity Surgery, 2019, 29(10): 3371-3384.
[36]
BELLICHA A, VAN BAAK M A, BATTISTA F, et al. Effect of exercise training before and after bariatric surgery: a systematic review and meta-analysis[J]. Obesity Reviews, 2021, 22(Suppl 4): e13296.DOI: 10.1111/obr.13296.
[37]
田瑞玲, 金伟萍. 快吸慢呼呼吸肌康复训练对老年慢性心力衰竭患者运动耐力、肺功能及心肌损伤标志物水平的影响[J]. 航空航天医学杂志, 2024, 35(7): 894-896.
TIAN R L, JIN W P. Effect of fast inhalation and slow expiratory muscle rehabilitation on exercise tolerance, pulmonary function and myocardial injury marker levels in elderly patients with chronic heart failure[J]. Journal of Aerospace Medicine, 2024, 35(7): 894-896.
[38]
LOMBARDI E, STERN D A, SHERRILL D, et al. Peak flow variability in childhood and body mass index in adult life[J]. The Journal of Allergy and Clinical Immunology, 2019,
[39]
WOMACK C J, HARRIS D L, KATZEL L I, et al. Weight loss, not aerobic exercise, improves pulmonary function in older obese men[J]. The Journals of Gerontology Series A, Biological Sciences and Medical Sciences, 2000, 55(8): M453-457.
[40]
PAKHALE S, BARON J, DENT R, et al. Effects of weight loss on airway responsiveness in obese adults with asthma: does weight loss lead to reversibility of asthma?[J]. Chest, 2015, 147(6): 1582-1590.
The growing epidemics of obesity and asthma are major public health concerns. Although asthma-obesity links are widely studied, the effects of weight loss on asthma severity measured by airway hyperresponsiveness (AHR) have received limited attention. The main study objective was to examine whether weight reduction reduces asthma severity in obese adults with asthma.In a prospective, controlled, parallel-group study, we followed 22 obese participants with asthma aged 18 to 75 years with a BMI ≥ 32.5 kg/m2 and AHR (provocative concentration of methacholine causing a 20% fall in FEV1 [PC20] < 16 mg/mL). Sixteen participants followed a behavioral weight reduction program for 3 months, and six served as control subjects. The primary outcome was change in AHR over 3 months. Changes in lung function, asthma control, and quality of life were secondary outcomes.At study entry, participant mean ± SD age was 44 ± 9 years, 95% were women, and mean BMI was 45.7 ± 9.2 kg/m2. After 3 months, mean weight loss was 16.5 ± 9.9 kg in the intervention group, and the control group had a mean weight gain of 0.6 ± 2.6 kg. There were significant improvements in PC20 (P =.009), FEV1 (P =.009), FVC (P =.010), asthma control (P <.001), and asthma quality of life (P =.003) in the intervention group, but these parameters remained unchanged in the control group. Physical activity levels also increased significantly in the intervention group but not in the control group.Weight loss in obese adults with asthma can improve asthma severity, AHR, asthma control, lung function, and quality of life. These findings support the need to actively pursue healthy weight-loss measures in this population.
[41]
COPLEY S J, JONES L C, SONEJI N D, et al. Lung parenchymal and tracheal CT morphology: evaluation before and after bariatric surgery[J]. Radiology, 2020, 294(3): 669-675.
Background There is significant pulmonary functional deficit related to obesity, but no prospective CT studies have evaluated the effects of obesity on the lungs and trachea. Purpose To evaluate lung parenchymal and tracheal CT morphology before and 6 months after bariatric surgery, with functional and symptomatic correlation. Materials and Methods A prospective longitudinal study of 51 consecutive individuals referred for bariatric surgery was performed (from November 2011 to November 2013). All individuals had undergone limited (three-location) inspiratory and end-expiratory thoracic CT before and after surgery, with concurrent pulmonary function testing, body mass index calculation, and modified Medical Research Council (mMRC) dyspnea scale and Epworth scoring. Two thoracic radiologists scored the CT extent of mosaic attenuation, end-expiratory air trapping, and tracheal shape. The inspiratory and end-expiratory cross-sectional areas of the trachea were measured. The paired test or Wilcoxon signed-rank test was used for pre- and postsurgical comparisons. Spearman correlation and logistic regression were used to evaluate correlations between CT findings and functional and symptom indexes. Results A total of 51 participants (mean age, 52 years ± 8 [standard deviation]; 20 men) were evaluated. Before surgery, air trapping extent correlated most strongly with decreased total lung capacity (Spearman rank correlation coefficient [] = -0.40, =.004). After surgery, there were decreases in percentage mosaic attenuation (0% [interquartile range {IQR}: 0%-2.5%] vs 0% [IQR: 0%-0%], <.001), air trapping (9.6% [IQR: 5.8%-15.8%] vs 2.5% [IQR: 0%-6.7%], <.001), and tracheal collapse (201 mm [IQR: 181-239 mm] vs 229 mm [186-284 mm], <.001). After surgery, mMRC dyspnea score change correlated positively with air trapping extent change (= 0.46, =.001) and end-expiratory tracheal shape change (= 0.40, =.01). At multivariable analysis, air trapping was the main determinant for decreased dyspnea after surgery (odds ratio, 1.2; 95% confidence interval: 1.1, 1.2; =.03). Conclusion Dyspnea improved in obese participants after weight reduction, which correlated with less tracheal collapse and air trapping at end-expiration chest CT. © RSNA, 2020
[42]
谷淑荷, 祝希敏, 郭丽娜. 减重手术对肥胖阻塞性睡眠呼吸暂停患者通气和换气功能改善的影响[J]. 中国耳鼻咽喉头颈外科, 2022, 29(3): 182-184.
GU S H, ZHU X M, GUO L N. Effect of bariatric surgery on improvement of ventilation and ventilation in obese patients with obstructive sleep apnea[J]. Chinese Archives of Otolaryngology-Head and Neck Surgery, 2022, 29(3): 182-184.
[43]
KAWAI T, AUTIERI M V, SCALIA R. Adipose tissue inflammation and metabolic dysfunction in obesity[J]. American Journal of Physiology Cell Physiology, 2021, 320(3): C375-C391.
[44]
HUSSAARTS L, GARCÍA-TARDÓN N, VAN BEEK L, et al. Chronic helminth infection and helminth-derived egg antigens promote adipose tissue M2 macrophages and improve insulin sensitivity in obese mice[J]. FASEB Journal, 2015, 29(7): 3027-3039. DOI: 10.1096/fj.14-266239.
Chronic low-grade inflammation associated with obesity contributes to insulin resistance and type 2 diabetes. Helminth parasites are the strongest natural inducers of type 2 immune responses, and short-lived infection with rodent nematodes was reported to improve glucose tolerance in obese mice. Here, we investigated the effects of chronic infection (12 weeks) with Schistosoma mansoni, a helminth that infects millions of humans worldwide, on whole-body metabolic homeostasis and white adipose tissue (WAT) immune cell composition in high-fat diet-induced obese C57BL/6 male mice. Our data indicate that chronic helminth infection reduced body weight gain (-62%), fat mass gain (-89%), and adipocyte size; lowered whole-body insulin resistance (-23%) and glucose intolerance (-16%); and improved peripheral glucose uptake (+25%) and WAT insulin sensitivity. Analysis of immune cell composition by flow cytometry and quantitative PCR (qPCR) revealed that S. mansoni promoted strong increases in WAT eosinophils and alternatively activated (M2) macrophages. Importantly, injections with S. mansoni-soluble egg antigens (SEA) recapitulated the beneficial effect of parasite infection on whole-body metabolic homeostasis and induced type 2 immune responses in WAT and liver. Taken together, we provide novel data suggesting that chronic helminth infection and helminth-derived molecules protect against metabolic disorders by promoting a T helper 2 (Th2) response, eosinophilia, and WAT M2 polarization.© FASEB.
[45]
WU D, MOLOFSKY A B, LIANG H E, et al. Eosinophils sustain adipose alternatively activated macrophages associated with glucose homeostasis[J]. Science, 2011, 332(6026): 243-247.
Eosinophils are associated with helminth immunity and allergy, often in conjunction with alternatively activated macrophages (AAMs). Adipose tissue AAMs are necessary to maintain glucose homeostasis and are induced by the cytokine interleukin-4 (IL-4). Here, we show that eosinophils are the major IL-4-expressing cells in white adipose tissues of mice, and, in their absence, AAMs are greatly attenuated. Eosinophils migrate into adipose tissue by an integrin-dependent process and reconstitute AAMs through an IL-4- or IL-13-dependent process. Mice fed a high-fat diet develop increased body fat, impaired glucose tolerance, and insulin resistance in the absence of eosinophils, and helminth-induced adipose tissue eosinophilia enhances glucose tolerance. Our results suggest that eosinophils play an unexpected role in metabolic homeostasis through maintenance of adipose AAMs.
[46]
MOLOFSKY A B, NUSSBAUM J C, LIANG H E, et al. Innate lymphoid type 2 cells sustain visceral adipose tissue eosinophils and alternatively activated macrophages[J]. The Journal of Experimental Medicine, 2013, 210(3): 535-549.
Eosinophils in visceral adipose tissue (VAT) have been implicated in metabolic homeostasis and the maintenance of alternatively activated macrophages (AAMs). The absence of eosinophils can lead to adiposity and systemic insulin resistance in experimental animals, but what maintains eosinophils in adipose tissue is unknown. We show that interleukin-5 (IL-5) deficiency profoundly impairs VAT eosinophil accumulation and results in increased adiposity and insulin resistance when animals are placed on a high-fat diet. Innate lymphoid type 2 cells (ILC2s) are resident in VAT and are the major source of IL-5 and IL-13, which promote the accumulation of eosinophils and AAM. Deletion of ILC2s causes significant reductions in VAT eosinophils and AAMs, and also impairs the expansion of VAT eosinophils after infection with Nippostrongylus brasiliensis, an intestinal parasite associated with increased adipose ILC2 cytokine production and enhanced insulin sensitivity. Further, IL-33, a cytokine previously shown to promote cytokine production by ILC2s, leads to rapid ILC2-dependent increases in VAT eosinophils and AAMs. Thus, ILC2s are resident in VAT and promote eosinophils and AAM implicated in metabolic homeostasis, and this axis is enhanced during Th2-associated immune stimulation.
[47]
ZEYDA M, WERNLY B, DEMYANETS S, et al. Severe obesity increases adipose tissue expression of interleukin-33 and its receptor ST2, both predominantly detectable in endothelial cells of human adipose tissue[J]. International Journal of Obesity, 2013, 37(5): 658-665. DOI: 10.1038/ijo.2012.118.
Obesity is associated with chronic inflammation of the adipose tissue, which contributes to obesity-associated complications such as insulin resistance and type 2 diabetes. Interleukin (IL)-33 acts via its receptor ST2 and is involved in the pathogenesis of inflammatory disorders including atherosclerosis and heart disease. IL-33 has been demonstrated to promote endothelial cell inflammatory response, but also anti-inflammatory and protective actions such as TH2 and M2 polarization of T cells and macrophages, respectively. IL-33 and ST2 have been shown to be expressed in human and murine adipose tissue. Our objective was to investigate alterations in obesity and a possible role of IL-33 in adipose tissue inflammation.We investigated severely obese patients (BMI>40 kg m(-2), n=20) and lean to overweight controls (BMI<30 kg m(-2); n=20) matched for age and sex, as well as diet-induced obese and db/db mice, in order to determine the impact of obesity on IL-33 and ST2 gene and protein expression levels in adipose tissue and blood, and their correlation with inflammatory and metabolic parameters. Furthermore, we examined the cellular source and location of IL-33 and ST2 in situ.IL-33 and ST2 expression levels were markedly elevated in omental and subcutaneous adipose tissue of severely obese humans and in diet-induced obese mice, but not in leptin receptor-deficient db/db mice. In addition, soluble ST2, but not IL-33 serum levels, were elevated in obesity. The main source for IL-33 in adipose tissue were endothelial cells, which, in humans, exclusively expressed ST2 on their surface. IL-33 expression strongly correlated with leptin expression in human adipose tissue.Expression of IL-33 and its receptor ST2 in human adipose tissue is predominantly detectable in endothelial cells and increased by severe obesity indicating an autocrine action. Thus, the adipose tissue microvasculature could participate in obesity-associated inflammation and related complications via IL-33/ST2.
[48]
CIPOLLETTA D. Adipose tissue-resident regulatory T cells: phenotypic specialization, functions and therapeutic potential[J]. Immunology, 2014, 142(4): 517-525.
Foxp3(+)  CD4(+) regulatory T (Treg) cells, recognized to be one of the most important defences of the human body against an inappropriate immune response, have recently gained attention from those outside immunology thanks to the compelling evidence for their capability to exert non-canonical immune functions in a variety of tissues in health and disease. The recent discovery of the differences between tissue-resident Treg cells and those derived from lymphoid organs is affecting the mindset of many investigators now questioning the broad applicability of observations originally based on peripheral blood/lymphoid organ cells. So far, the best characterized 'Treg flavour' comes from studies focused on their role in suppressing adipose tissue inflammation and obesity-driven insulin resistance. Adipose tissue derived Treg cells are distinct from their counterparts in lymphoid organs based on their transcriptional profile, T-cell receptor repertoire, and cytokine and chemokine receptor expression pattern. These cells are abundant in visceral adipose tissue of lean mice but their number is greatly reduced in insulin-resistant animal models of obesity. Interestingly, peroxisome-proliferator-activated receptor γ expression by visceral adipose tissue Treg cells is crucial for their accumulation, phenotype and function in the fat and surprisingly necessary for complete restoration of insulin sensitivity in obese mice by the anti-diabetic drug Pioglitazone. This review surveys recent findings relating to the unique phenotype and function of adipose tissue-resident Treg cells, speculates on the nature of their dynamics in lean and obese mouse models, and analyses their potential therapeutic application in the treatment of type 2 diabetes. © 2014 John Wiley & Sons Ltd.
[49]
LEE B C, LEE J. Cellular and molecular players in adipose tissue inflammation in the development of obesity-induced insulin resistance[J]. Biochimica et Biophysica Acta, 2014, 1842(3): 446-462.
[50]
VASANTHAKUMAR A, MORO K, XIN A N, et al. Erratum: the transcriptional regulators IRF4, BATF and IL-33 orchestrate development and maintenance of adipose tissue-resident regulatory T cells[J]. Nature Immunology, 2015, 16(5): 544.
[51]
MCNELIS J C, OLEFSKY J M. Macrophages, immunity, and metabolic disease[J]. Immunity, 2014, 41(1): 36-48.
Chronic, low-grade adipose tissue inflammation is a key etiological mechanism linking the increasing incidence of type 2 diabetes (T2D) and obesity. It is well recognized that the immune system and metabolism are highly integrated, and macrophages, in particular, have been identified as critical effector cells in the initiation of inflammation and insulin resistance. Recent advances have been made in the understanding of macrophage recruitment and retention to adipose tissue and the participation of other immune cell populations in the regulation of this inflammatory process. Here we discuss the pathophysiological link between macrophages, obesity, and insulin resistance, highlighting the dynamic immune cell regulation of adipose tissue inflammation. We also describe the mechanisms by which inflammation causes insulin resistance and the new therapeutic targets that have emerged. Copyright © 2014 Elsevier Inc. All rights reserved.
[52]
MATHIS D. Immunological goings-on in visceral adipose tissue[J]. Cell Metabolism, 2013, 17(6): 851-859.
Chronic, low-grade inflammation of visceral adipose tissue, and systemically, is a critical link between recent strikingly parallel rises in the incidence of obesity and type 2 diabetes. Macrophages have been recognized for some time to be critical participants in obesity-induced inflammation of adipose tissue. Of late, a score of other cell types of the innate and adaptive arms of the immune system have been suggested to play a positive or negative role in adipose tissue infiltrates. This piece reviews the existing data on these new participants; discusses experimental uncertainties, inconsistencies, and complexities; and puts forward a minimalist synthetic scheme.Copyright © 2013 Elsevier Inc. All rights reserved.
[53]
CARBONE F, ROCCA C L, MATARESE G. Immunological functions of leptin and adiponectin[J]. Biochimie, 2012, 94(10): 2082-2088.
Recent years have seen several advances in our understanding of the functions of adipose tissue regarding not only the energy storage, but also the regulation of complex metabolic and endocrine functions. In this context, leptin and adiponectin, the two most abundant adipocyte products, represent one of the best example of adipocytokines involved in the control of energy expenditure, lipid and carbohydrate metabolism as well as in the regulation of immune responses. Leptin and adiponectin secretion is counter-regulated in vivo, in relation to degree of adiposity, since plasma leptin concentrations are significantly elevated in obese subjects in proportion to body mass index while adiponectin secretion decreases in relation to the amount of adipose tissue. In this review we focus on the main biological activities of leptin and adiponectin on the lipid and carbohydrate metabolism and on their contribute in regulation of innate and adaptive immune responses.Copyright © 2012 Elsevier Masson SAS. All rights reserved.
[54]
AKIMOVA T, ZHANG T Y, CHRISTENSEN L M, et al. Obesity-related IL-18 impairs T-regulatory cell function and promotes lung ischemia-reperfusion injury[J]. American Journal of Respiratory and Critical Care Medicine, 2021, 204(9): 1060-1074.
[55]
SKURATOVSKAIA D, KOMAR A, VULF M, et al. IL-6 reduces mitochondrial replication, and IL-6 receptors reduce chronic inflammation in NAFLD and type 2 diabetes[J]. International Journal of Molecular Sciences, 2021, 22(4): 1774.
[56]
ROTH C L, KRATZ M, RALSTON M M, et al. Changes in adipose-derived inflammatory cytokines and chemokines after successful lifestyle intervention in obese children[J]. Metabolism: Clinical and Experimental, 2011, 60(4): 445-452.
[57]
FUJISAKA S, USUI I, KANATANI Y, et al. Telmisartan improves insulin resistance and modulates adipose tissue macrophage polarization in high-fat-fed mice[J]. Endocrinology, 2011, 152(5): 1789-1799.
Diet-induced obesity is reported to induce a phenotypic switch in adipose tissue macrophages from an antiinflammatory M2 state to a proinflammatory M1 state. Telmisartan, an angiotensin II type 1 receptor blocker and a peroxisome proliferator-activated receptor-γ agonist, reportedly has more beneficial effects on insulin sensitivity than other angiotensin II type 1 receptor blockers. In this study, we studied the effects of telmisartan on the adipose tissue macrophage phenotype in high-fat-fed mice. Telmisartan was administered for 5 wk to high-fat-fed C57BL/6 mice. Insulin sensitivity, macrophage infiltration, and the gene expressions of M1 and M2 markers in visceral adipose tissues were then examined. An insulin- or a glucose-tolerance test showed that telmisartan treatment improved insulin resistance, decreasing the body weight gain, visceral fat weight, and adipocyte size without affecting the amount of energy intake. Telmisartan reduced the mRNA expression of CD11c and TNF-α, M1 macrophage markers, and significantly increased the expressions of M2 markers, such as CD163, CD209, and macrophage galactose N-acetyl-galactosamine specific lectin (Mgl2), in a quantitative RT-PCR analysis. A flow cytometry analysis showed that telmisartan decreased the number of M1 macrophages in visceral adipose tissues. In conclusion, telmisartan improves insulin sensitivity and modulates adipose tissue macrophage polarization to an antiinflammatory M2 state in high-fat-fed mice.
[58]
TRAVERS R L, MOTTA A C, BETTS J A, et al. The impact of adiposity on adipose tissue-resident lymphocyte activation in humans[J]. International Journal of Obesity, 2015, 39(5): 762-769. DOI: 10.1038/ijo.2014.195.
The presence of T lymphocytes in human adipose tissue has only recently been demonstrated and relatively little is known of their potential relevance in the development of obesity-related diseases. We aimed to further characterise these cells and in particular to investigate how they interact with modestly increased levels of adiposity typical of common overweight and obesity.Subcutaneous adipose tissue and fasting blood samples were obtained from healthy males aged 35-55 years with waist circumferences in lean (<94 cm), overweight (94-102 cm) and obese (>102 cm) categories. Adipose tissue-resident CD4+ and CD8+ T lymphocytes together with macrophages were identified by gene expression and flow cytometry. T lymphocytes were further characterised by their expression of activation markers CD25 and CD69. Adipose tissue inflammation was investigated using gene expression analysis and tissue culture.Participants reflected a range of adiposity from lean to class I obesity. Expression of CD4 (T-helper cells) and CD68 (macrophage), as well as FOXP3 RNA transcripts, was elevated in subcutaneous adipose tissue with increased levels of adiposity (P<0.001, P<0.001 and P=0.018, respectively). Flow cytometry revealed significant correlations between waist circumference and levels of CD25 and CD69 expression per cell on activated adipose tissue-resident CD4+ and CD8+ T lymphocytes (P-values ranging from 0.053 to <0.001). No such relationships were found with blood T lymphocytes. This increased T lymphocyte activation was related to increased expression and secretion of various pro- and anti-inflammatory cytokines from subcutaneous whole adipose tissue explants.This is the first study to demonstrate that even modest levels of overweight/obesity elicit modifications in adipose tissue immune function. Our results underscore the importance of T lymphocytes during adipose tissue expansion, and the presence of potential compensatory mechanisms that may work to counteract adipose tissue inflammation, possibly through an increased number of T-regulatory cells.
[59]
ENGIN A B. Adipocyte-macrophage cross-talk in obesity[J]. Advances in Experimental Medicine and Biology, 2017, 960: 327-343. DOI: 10.1007/978-3-319-48382-5_14.
Obesity is characterized by the chronic low-grade activation of the innate immune system. In this respect, macrophage-elicited metabolic inflammation and adipocyte-macrophage interaction has a primary importance in obesity. Large amounts of macrophages are accumulated by different mechanisms in obese adipose tissue. Hypertrophic adipocyte-derived chemotactic monocyte chemoattractant protein-1 (MCP-1)/C-C chemokine receptor 2 (CCR2) pathway also promotes more macrophage accumulation into the obese adipose tissue. However, increased local extracellular lipid concentrations is a final mechanism for adipose tissue macrophage accumulation. A paracrine loop involving free fatty acids and tumor necrosis factor-alpha (TNF-alpha) between adipocytes and macrophages establishes a vicious cycle that aggravates inflammatory changes in the adipose tissue. Adipocyte-specific caspase-1 and production of interleukin-1beta (IL-1beta) by macrophages; both adipocyte and macrophage induction by toll like receptor-4 (TLR4) through nuclear factor-kappaB (NF-kappaB) activation; free fatty acid-induced and TLR-mediated activation of c-Jun N-terminal kinase (JNK)-related pro-inflammatory pathways in CD11c+ immune cells; are effective in macrophage accumulation and in the development of adipose tissue inflammation. Old adipocytes are removed by macrophages through trogocytosis or sending an "eat me" signal. The obesity-induced changes in adipose tissue macrophage numbers are mainly due to increases in the triple-positive CD11b+ F4/80+ CD11c+ adipose tissue macrophage subpopulation. The ratio of M1-to-M2 macrophages is increased in obesity. Furthermore, hypoxia along with higher concentrations of free fatty acids exacerbates macrophage-mediated inflammation in obesity. The metabolic status of adipocytes is a major determinant of macrophage inflammatory output. Macrophage/adipocyte fatty-acid-binding proteins act at the interface of metabolic and inflammatory pathways. Both macrophages and adipocytes are the sites for active lipid metabolism and signaling.
[60]
VAN HUISSTEDE A, RUDOLPHUS A, CASTRO CABEZAS M, et al. Effect of bariatric surgery on asthma control, lung function and bronchial and systemic inflammation in morbidly obese subjects with asthma[J]. Thorax, 2015, 70(7): 659-667.
The pathogenesis of asthma in obese subjects is poorly understood and has been described as a specific phenotype in these patients. Weight loss improves asthma control and lung function. Whether this improvement is the result of better mechanical properties of the airways or decreased systemic and bronchial inflammation remains unclear.A longitudinal study in obese patients with asthma (bariatric surgery and asthma group (BS+A), n=27) and obese control (bariatric surgery without asthma group (BS-A), n=39) subjects undergoing bariatric surgery, and obese patients with asthma without intervention (no bariatric surgery and asthma group (NBS+A), n=12). Lung function, asthma control, cellular infiltrates in bronchial biopsies and circulating markers of systemic inflammation were measured during follow up at 3, 6 and 12 months.Bariatric surgery resulted in a profound weight loss at 12 months. In the BS+A group as well as the BS-A group FEV1, functional residual capacity, total lung capacity improved, whereas FEV1/FVC only improved in the BS-A group. In addition, Asthma Control Questionnaire (ACQ), Asthma Quality of Life Questionnaire, inhaled corticosteroid use and PD20 improved in BS+A, whereas in the NBS+A group only ACQ improved. Small airway function R5-R20 improved in both surgery groups, however the change in the BS+A group was greater, resulting in a comparable R5-R20 between BS+A and BS-A at 12-month follow-up. Besides improvement of systemic inflammation (high sensitivity C-reactive protein, adiponectin and leptin) after BS, only a decrease in mast cell numbers was detectable in the BS+A group.Bariatric surgery improved small airway function, decreased systemic inflammation and number of mast cells in the airways. These effects could explain the improvement of asthma control, quality of life and lung function. Therefore bariatric surgery, in addition to all other positive effects, also improves asthma in subjects with morbid obesity.3204.Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions.
[61]
VERBERNE L D M, LEEMRIJSE C J, SWINKELS I C S, et al. Overweight in patients with chronic obstructive pulmonary disease needs more attention: a cross-sectional study in general practice[J]. NPJ Primary Care Respiratory Medicine, 2017, 27(1): 63.
Guidelines for management of chronic obstructive pulmonary disease (COPD) primarily focus on the prevention of weight loss, while overweight and obesity are highly prevalent in patients with milder stages of COPD. This cross-sectional study examines the association of overweight and obesity with the prevalence of comorbid disorders and prescribed medication for obstructive airway disease, in patients with mild to moderate COPD. Data were used from electronic health records of 380 Dutch general practices in 2014. In total, we identified 4938 patients with mild or moderate COPD based on spirometry data, and a recorded body mass index (BMI) of >= 21 kg/m(2). Outcomes in overweight (BMI >= 25 and < 30 kg/m(2)) and obese (BMI >= 30 kg/m(2)) patients with COPD were compared to those with a normal weight (BMI >= 21 and < 25 kg/m(2)), by logistic multilevel analyses. Compared to COPD patients with a normal weight, positive associations were found for diabetes, osteoarthritis, and hypertension, for both overweight (OR: 1.4-1.7) and obese (OR: 2.4-3.8) patients, and for heart failure in obese patients (OR: 2.3). Osteoporosis was less prevalent in overweight (OR: 0.7) and obese (OR: 0.5) patients, and anxiety disorders in obese patients (OR: 0.5). No associations were found for coronary heart disease, stroke, sleep disturbance, depression, and pneumonia. Furthermore, obese patients were in general more often prescribed medication for obstructive airway disease compared to patients with a normal weight. The findings of this study underline the need to increase awareness in general practitioners for excess weight in patients with mild to moderate COPD.
[62]
SIDELEVA O, SURATT B T, BLACK K E, et al. Obesity and asthma: an inflammatory disease of adipose tissue not the airway[J]. American Journal of Respiratory and Critical Care Medicine, 2012, 186(7): 598-605.
Obesity is a major risk factor for asthma; the reasons for this are poorly understood, although it is thought that inflammatory changes in adipose tissue in obesity could contribute to airway inflammation and airway reactivity in individuals who are obese.To determine if inflammation in adipose tissue in obesity is related to late-onset asthma, and associated with increased markers of airway inflammation and reactivity.We recruited a cohort of obese women with asthma and obese control women. We followed subjects with asthma for 12 months after bariatric surgery. We compared markers in adipose tissue and the airway from subjects with asthma and control subjects, and changes in subjects with asthma over time.Subjects with asthma had increased macrophage infiltration of visceral adipose tissue (P < 0.01), with increased expression of leptin (P < 0.01) and decreased adiponectin (p < 0.001) when controlled for body mass index. Similar trends were observed in subcutaneous adipose tissue. Airway epithelial cells expressed receptors for leptin and adiponectin, and airway reactivity was significantly related to visceral fat leptin expression (rho = -0.8; P < 0.01). Bronchoalveolar lavage cytokines and cytokine production from alveolar macrophages were similar in subjects with asthma and control subjects at baseline, and tended to increase 12 months after surgery.Obesity is associated with increased markers of inflammation in serum and adipose tissue, and yet decreased airway inflammation in obese people with asthma; these patterns reverse with bariatric surgery. Leptin and other adipokines may be important mediators of airway disease in obesity through direct effects on the airway rather than by enhancing airway inflammation.
[63]
TEE J H, VIJAYAKUMAR U, SHANMUGASUNDARAM M, et al. Isthmin-1 attenuates allergic Asthma by stimulating adiponectin expression and alveolar macrophage efferocytosis in mice[J]. Respiratory Research, 2023, 24(1): 269.
Allergic asthma is a common respiratory disease that significantly impacts human health. Through in silico analysis of human lung RNASeq, we found that asthmatic lungs display lower levels of Isthmin-1 (ISM1) expression than healthy lungs. ISM1 is an endogenous anti-inflammatory protein that is highly expressed in mouse lungs and bronchial epithelial cells, playing a crucial role in maintaining lung homeostasis. However, how ISM1 influences asthma remains unclear. This study aims to investigate the potential involvement of ISM1 in allergic airway inflammation and uncover the underlying mechanisms.We investigated the pivotal role of ISM1 in airway inflammation using an ISM1 knockout mouse line (ISM1) and challenged them with house dust mite (HDM) extract to induce allergic-like airway/lung inflammation. To examine the impact of ISM1 deficiency, we analyzed the infiltration of immune cells into the lungs and cytokine levels in bronchoalveolar lavage fluid (BALF) using flow cytometry and multiplex ELISA, respectively. Furthermore, we examined the therapeutic potential of ISM1 by administering recombinant ISM1 (rISM1) via the intratracheal route to rescue the effects of ISM1 reduction in HDM-challenged mice. RNA-Seq, western blot, and fluorescence microscopy techniques were subsequently used to elucidate the underlying mechanisms.ISM1 mice showed a pronounced worsening of allergic airway inflammation and hyperresponsiveness upon HDM challenge. The heightened inflammation in ISM1 mice correlated with enhanced lung cell necroptosis, as indicated by higher pMLKL expression. Intratracheal delivery of rISM1 significantly reduced the number of eosinophils in BALF and goblet cell hyperplasia. Mechanistically, ISM1 stimulates adiponectin secretion by type 2 alveolar epithelial cells partially through the GRP78 receptor and enhances adiponectin-facilitated apoptotic cell clearance via alveolar macrophage efferocytosis. Reduced adiponectin expression under ISM1 deficiency also contributed to intensified necroptosis, prolonged inflammation, and heightened severity of airway hyperresponsiveness.This study revealed for the first time that ISM1 functions to restrain airway hyperresponsiveness to HDM-triggered allergic-like airway/lung inflammation in mice, consistent with its persistent downregulation in human asthma. Direct administration of rISM1 into the airway alleviates airway inflammation and promotes immune cell clearance, likely by stimulating airway adiponectin production. These findings suggest that ISM1 has therapeutic potential for allergic asthma.© 2023. The Author(s).
[64]
PERROTTA F, NIGRO E, MOLLICA M, et al. Pulmonary hypertension and obesity: focus on adiponectin[J]. International Journal of Molecular Sciences, 2019, 20(4): 912.
[65]
KROMMIDAS G, KOSTIKAS K, PAPATHEODOROU G, et al. Plasma leptin and adiponectin in COPD exacerbations: associations with inflammatory biomarkers[J]. Respiratory Medicine, 2010, 104(1): 40-46.
[66]
LUO L, ZHENG W H, LIAN G L, et al. Combination treatment of adipose-derived stem cells and adiponectin attenuates pulmonary arterial hypertension in rats by inhibiting pulmonary arterial smooth muscle cell proliferation and regulating the AMPK/BMP/Smad pathway[J]. International Journal of Molecular Medicine, 2018, 41(1): 51-60.
The present study aimed to assess the effects of therapy with adiponectin (APN) gene-modified adipose-derived stem cells (ADSCs) on pulmonary arterial hypertension (PAH) in rats and the underlying cellular and molecular mechanisms. ADSCs were successfully isolated from the rats and characterized. ADSCs were effectively infected with the green fluorescent protein (GFP)-empty (ADSCs-V) or the APN-GFP (ADSCs-APN) lentivirus and the APN expression was evaluated by ELISA. Sprague-Dawley rats were administered monocrotaline (MCT) to develop PAH. The rats were treated with MCT, ADSCs, ADSCs-V and ADSCs-APN. Then ADSCs-APN in the lung were investigated by confocal laser scanning microscopy and western blot analysis. Engrafted ADSCs in the lung were located around the vessels. Mean pulmonary arterial pressure (mPAP) and the right ventricular hypertrophy index (RVHI) in the ADSCs-APN-treated mice were significantly decreased as compared with the ADSCs and ADSCs-V treatments. Pulmonary vascular remodeling was assessed. Right ventricular (RV) function was evaluated by echocardiography. We found that pulmonary vascular remodeling and the parameters of RV function were extensively improved after ADSCs-APN treatment when compared with ADSCs and ADSCs-V treatment. Pulmonary artery smooth muscle cells (PASMCs) were isolated from the PAH rats. The antiproliferative effect of APN on PASMCs was assayed by Cell Counting Kit-8. The influence of APN and specific inhibitors on the levels of bone morphogenetic protein (BMP), adenosine monophosphate activated protein kinase (AMPK), and small mothers against decapentaplegia (Smad) pathways was detected by western blot analysis. We found that APN suppressed the proliferation of PASMCs isolated from the PAH rats by regulating the AMPK/BMP/Smad pathway. This effect was weakened by addition of the AMPK inhibitor (compound C) and BMP2 inhibitor (noggin). Therefore, combination treatment with ADSCs and APN effectively attenuated PAH in rats by inhibiting PASMC proliferation and regulating the AMPK/BMP/Smad pathway.
[67]
JIA Q, OUYANG Y L, YANG Y Y, et al. Adipokines in pulmonary hypertension: angels or demons?[J]. Heliyon, 2023, 9(11): e22482.
[68]
PALMA G, SORICE G P, GENCHI V A, et al. Adipose tissue inflammation and pulmonary dysfunction in obesity[J]. International Journal of Molecular Sciences, 2022, 23(13): 7349.
[69]
GOOSSENS G H. The metabolic phenotype in obesity: fat mass, body fat distribution, and adipose tissue function[J]. Obesity Facts, 2017, 10(3): 207-215.
The current obesity epidemic poses a major public health issue since obesity predisposes towards several chronic diseases. BMI and total adiposity are positively correlated with cardiometabolic disease risk at the population level. However, body fat distribution and an impaired adipose tissue function, rather than total fat mass, better predict insulin resistance and related complications at the individual level. Adipose tissue dysfunction is determined by an impaired adipose tissue expandability, adipocyte hypertrophy, altered lipid metabolism, and local inflammation. Recent human studies suggest that adipose tissue oxygenation may be a key factor herein. A subgroup of obese individuals - the 'metabolically healthy obese' (MHO) - have a better adipose tissue function, less ectopic fat storage, and are more insulin sensitive than obese metabolically unhealthy persons, emphasizing the central role of adipose tissue function in metabolic health. However, controversy has surrounded the idea that metabolically healthy obesity may be considered really healthy since MHO individuals are at increased (cardio)metabolic disease risk and may have a lower quality of life than normal weight subjects due to other comorbidities. Detailed metabolic phenotyping of obese persons will be invaluable in understanding the pathophysiology of metabolic disturbances, and is needed to identify high-risk individuals or subgroups, thereby paving the way for optimization of prevention and treatment strategies to combat cardiometabolic diseases.© 2017 The Author(s) Published by S. Karger GmbH, Freiburg.
[70]
XIAO Y, LIU D M, CLINE M A, et al. Chronic stress, epigenetics, and adipose tissue metabolism in the obese state[J]. Nutrition & Metabolism, 2020, 17: 88.DOI: 10.1186/s12986-020-00513-4.
[71]
MOLANI GOL R, RAFRAF M. Association between abdominal obesity and pulmonary function in apparently healthy adults: a systematic review[J]. Obesity Research & Clinical Practice, 2021, 15(5): 415-424.
[72]
WANG Y D, LI Z, LI F S. Nonlinear relationship between visceral adiposity index and lung function: a population-based study[J]. Respiratory Research, 2021, 22(1): 161.
As one of the critical indicators of obesity, the interaction between visceral fat content and lung disease is the focus of current research. However, the exact relationship between Visceral adipose index (VAI) and lung function is not fully understood. The purpose of this study was to evaluate the relationship between VAI and lung function, METHODS: Our study included all participants from the baseline survey population in Xinjiang in the Natural Population Cohort Study in Northwest China. A field survey was conducted in rural areas of Moyu County, Xinjiang, China, between 35 and 74 years old from June to December 2018. We collected standard questionnaires and completed physical examinations, visceral fat tests, and lung function measurements.The study included 2367 participants with a mean VAI of 10.35 ± 4.35, with males having a significantly higher VAI than females: 13.17 ± 3.91 vs. 7.58 ± 2.65. The piecewise linear spline models indicated a significant threshold effect between lung function and VAI in the general population and the males population, showing an inverted U-shaped curve. But there was no significant association between VAI and lung function in females. FEV1% predicted and FVC% predicted increased with the increase of VAI (β 0.76; 95% CI 0.30, 1.21) and (β 0.50; 95% CI 0.06, 0.94) in males with VAI ≤ 14, while FEV1% predicted and FVC% predicted decreased with the increase of VAI (β - 1.17; 95% CI - 1.90, - 0.45) and (β - 1.36; 95% CI - 2.08, - 0.64) in males with VAI ≥ 15.The relationship between lung function and VAI in male participants showed an inverted U-shaped curve, with the turning point of VAI between 14 and 15. The association between visceral fat and lung function was more robust in males than in females.
[73]
BORIEK A M, LOPEZ M A, VELASCO C, et al. Obesity modulates diaphragm curvature in subjects with and without COPD[J]. American Journal of Physiology Regulatory, Integrative and Comparative Physiology, 2017, 313(5): R620-R629.
[74]
RODRIGUES G C, ROCHA N N, MAIA L A, et al. Impact of experimental obesity on diaphragm structure, function, and bioenergetics[J]. Journal of Applied Physiology, 2020, 129(5): 1062-1074.
[75]
BAYS H E. Adiposopathy is “sick fat” a cardiovascular disease?[J]. Journal of the American College of Cardiology, 2011, 57(25): 2461-2473.
[76]
HOTAMISLIGIL G S. Inflammation, metaflammation and immunometabolic disorders[J]. Nature, 2017, 542(7640): 177-185. DOI: 10.1038/nature21363.
[77]
SINGER K, LUMENG C N. The initiation of metabolic inflammation in childhood obesity[J]. The Journal of Clinical Investigation, 2017, 127(1): 65-73.
[78]
XU Z C, ZHUANG L D, LI L, et al. Association between waist circumference and lung function in American middle-aged and older adults: findings from NHANES 2007-2012[J]. Journal of Health, Population, and Nutrition, 2024, 43(1): 98.
[79]
ROWE A, HERNANDEZ P, KUHLE S, et al. The association between anthropometric measures and lung function in a population-based study of Canadian adults[J]. Respiratory Medicine, 2017, 131: 199-204. DOI: 10.1016/j.rmed.2017.08.030.
[80]
BEKKERS M B, WIJGA A H, GEHRING U, et al. BMI, waist circumference at 8 and 12 years of age and FVC and FEV1 at 12 years of age; the PIAMA birth cohort study[J]. BMC Pulmonary Medicine, 2015, 15: 39. DOI: 10.1186/s12890-015-0032-0.
Background: In adults, overweight is associated with reduced lung function, in children evidence on this association is conflicting. We examined the association of body mass index (BMI) and waist circumference (WC) at age 12, and of persistently (at ages 8 and 12 years) high BMI and large WC, with forced vital capacity (FVC) and forced expiratory volume in 1 second (FEV1) at age 12. Methods: Height, weight, WC and FVC and FEV1 were measured during a medical examination in 1288 12-year-olds participating in the PIAMA birth cohort study. 1090 children also had BMI and WC measured at age 8. The associations between BMI and WC and FVC, FEV1, and FEV1/FVC ratio were studied using local and linear regression analyses, separately for girls and boys. The regression models were adjusted for age, height, and pubertal development and maternal educational level. Results: High BMI and large WC (sd-score >90th percentile) were associated with higher FVC; in girls these associations were statistically significant (4.6% (95% CI: 1.5, 7.9) and 3.6% (95% CI: 0.6, 6.8) respectively in adjusted models). Similar associations were observed for persistently high BMI or large WC: girls with a high BMI or large WC at both 8 and 12 years had statistically significantly higher FVC at age 12 years (BMI: 4.9% (95% CI 0.9, 9.1), WC: 5.0% (95% CI 0.7, 9.6)) than girls with normal BMI or WC at both ages. No statistically significant associations were observed between (persistently) high BMI or large WC and FEV1. The FEV1/FVC ratio was statistically significantly lower in children with a high BMI or large WC than in children with a normal BMI or WC. Girls and boys with a persistently high BMI or large WC status had statistically significantly lower FEV1/FVC ratios. Conclusion: At 12 years of age, a persistently high BMI or large WC is not yet associated with lower FVC and FEV1, suggesting that this association, that is commonly observed in adults, develops at a later age.
[81]
GRAFFY P M, PICKHARDT P J. Quantification of hepatic and visceral fat by CT and MR imaging: relevance to the obesity epidemic, metabolic syndrome and NAFLD[J]. British Journal of Radiology, 2016, 89(1062): 20151024.
[82]
CHOI M H, CHOI J I, PARK M Y, et al. Validation of intimate correlation between visceral fat and hepatic steatosis: quantitative measurement techniques using CT for area of fat and MR for hepatic steatosis[J]. Clinical Nutrition, 2018, 37(1): 214-222.
[83]
STRASSER B, ARVANDI M, PASHA E P, et al. Abdominal obesity is associated with arterial stiffness in middle-aged adults[J]. Nutrition, Metabolism, and Cardiovascular Diseases, 2015, 25(5): 495-502.
[84]
HEUS C, CAKIR H, LAK A, et al. Visceral obesity, muscle mass and outcome in rectal cancer surgery after neo-adjuvant chemo-radiation[J]. International Journal of Surgery, 2016, 29: 159-164. DOI: 101016/j.ijsu.2016.03.066.
Preoperative chemoradiation has become a routine modality in the treatment of rectal carcinoma that may impair a patients general condition. In these patients, it is important to identify factors that influence postoperative recovery. Visceral obesity(VO) as a metabolic risk factor was studied in rectal cancer patients receiving preoperative chemoradiation.The impact of VO on post-operative outcome in rectal carcinoma surgery after preoperative chemoradiation was studied. In addition, the effect of chemoradiation on body composition was studied.The visceral fat area(VFA), total fat area(TFA) and skeletal muscle area(SMA) were measured on cross-sectional CT-slides in 74 patients who underwent rectal cancer surgery after chemoradiation. CT-scans taken before and after chemoradiation were analysed. Associations between VFA, per- and postoperative complications were studied. A VFA of 100 cm(2) and 130 cm(2) was used to differentiate between non-VO and VO.Using a VO cut-off point of a VFA of 100 cm(2), the VO patients had more per-operative blood loss(471 mL vs 271 mL p = 0.020), a higher complication rate(10% vs 49% p = 0.001), more ileus(2% vs 28% p = 0.027) and a longer length of stay(9.7days vs 13days p = 0.027). When a VFA of 130 cm(2) was used, VO patients showed more complications(17% vs 55%, p = 0.001) and ileus(10% vs 32% p = 0.017). During chemoradiation the SMA increased(Mean difference: 2.2 cm(2) p = 0.024), while the VFA showed no change.It appears that VO is associated with co-morbidity and poor outcome in rectal cancer patients. Using different cutoff values for VO different associations with outcome were found. SMA increased during chemoradiation, a phenomenon that remains to be explained.Copyright © 2016 IJS Publishing Group Ltd. Published by Elsevier Ltd. All rights reserved.
[85]
HEUS C, SMORENBURG A, STOKER J, et al. Visceral obesity and muscle mass determined by CT scan and surgical outcome in patients with advanced ovarian cancer. A retrospective cohort study[J]. Gynecologic Oncology, 2021, 160(1): 187-192.
Visceral obesity (VO) is a risk factor for developing postoperative complications in patients undergoing abdominal oncological surgery. However, in ovarian cancer patients this influence of body composition on postoperative morbidity is not well established. The aim of this study is to assess the association between body composition and complications in patients with advanced ovarian cancer undergoing cytoreductive surgery.Patients with FIGO stage 3 or 4 ovarian cancer between 2006 and 2017 were included. Visceral fat area, total skeletal mass and total fat area were measured on a single slice on the level of L3-L4 of the preoperative CT-scan. VO was defined as visceral fat ≥100cm. The perioperative data were extracted retrospectively. A multivariate logistic regression analysis was performed to test the predictive value of multiple variables such as body composition, albumin levels and preoperative morbidity.298 consecutive patients out of nine referring hospitals were included. VO patients were more likely to be hypertensive (38% vs 17% p < 0.001), and to have an ASA 3 score (21% vs 10% P = 0.012). Complications occurred more often in VO patients (43% vs 21% P < 0.001). Thrombotic events were found in 4.9% of VO patients versus 0.6% of the non-visceral obese patients (p = 0.019). VO(OR: 4.37, p < 0.001), hypertension (OR:1.9, p = 0.046) and duration of surgery (OR: 1.004, p = 0.017) were predictors of post-surgical complications. Muscle mass is not a predictor of complications.Visceral obesity is associated with a higher occurrence of complications in patients with advanced ovarian cancer undergoing cytoreductive surgery.Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.
[86]
FARON A, LUETKENS J A, SCHMEEL F C, et al. Quantification of fat and skeletal muscle tissue at abdominal computed tomography: associations between single-slice measurements and total compartment volumes[J]. Abdominal Radiology, 2019, 44(5): 1907-1916.
[87]
PARK Y S, KWON H T, HWANG S S, et al. Impact of visceral adiposity measured by abdominal computed tomography on pulmonary function[J]. Journal of Korean Medical Science, 2011, 26(6): 771-777.
Although an inverse relationship between abdominal adiposity and pulmonary function has been suggested, direct measurement of abdominal adipose tissue has rarely been attempted. Our object is to determine the impact of abdominal adiposity on pulmonary function by directly measuring abdominal adipose tissue with abdominal computed tomography (CT). In this cross-sectional study, we included never-smokers between the ages of 18 and 85 yr, who had undergone spirometry and abdominal adipose tissue analysis with CT scans during November 1, 2005 to October 31, 2009 as part of the comprehensive health examination. Among a total of 3,469 participants, 890 (25.7%) were male. The mean body mass index and waist circumference among males and females were 24.6 kg/m(2) and 87.8 cm and 23.0 kg/m(2) and 83.0 cm, respectively. Although total adipose tissue (TAT) of the abdomen in males (269.1 cm(2)) was similar to that in females (273.6 cm(2)), the ratio of visceral adipose tissue (VAT)/subcutaneous adipose tissue (SAT) was different; 0.99 in males and 0.50 in females. In males, TAT, SAT, and VAT were inversely associated with the absolute value of forced vital capacity (FVC), and TAT and VAT were inversely associated with forced expiratory volume in one second (FEV(1)). However, in females, TAT and VAT, but not SAT, were inversely associated with absolute FVC and FEV(1) values. In conclusion, the amount of abdominal adipose tissue directly measured using CT is inversely associated with lung function.
[88]
GOUDARZI H, KONNO S, KIMURA H, et al. Impact of abdominal visceral adiposity on adult asthma symptoms[J]. The Journal of Allergy and Clinical Immunology in Practice, 2019, 7(4): 1222-1229.e5.
[89]
MACHANN J, STEFAN N, WAGNER R, et al. Intra- and interindividual variability of fatty acid unsaturation in six different human adipose tissue compartments assessed by 1 H-MRS in vivo at 3 T[J]. NMR in Biomedicine, 2017, 30(9): DOI: 10.1002/nbm.3744.
[90]
HUI S C N, ZHANG T, SHI L, et al. Automated segmentation of abdominal subcutaneous adipose tissue and visceral adipose tissue in obese adolescent in MRI[J]. Magnetic Resonance Imaging, 2018, 45: 97-104. DOI: 10.1016/j.mri.2017.09.016.
To develop a reliable and reproducible automatic technique to segment and measure SAT and VAT based on MRI.Chemical-shift water-fat MRI were taken on twelve obese adolescents (mean age: 16.1±0.6, BMI: 31.3±2.3) recruited under the health monitoring program. The segmentation applied a spoke template created using Midpoint Circle algorithm followed by Bresenham's Line algorithm to detect narrow connecting regions between subcutaneous and visceral adipose tissues. Upon satisfaction of given constrains, a cut was performed to separate SAT and VAT. Bone marrow was consisted in pelvis and femur. By using the intensity difference in T2*, a mask was created to extract bone marrow adipose tissue (MAT) from VAT. Validation was performed using a semi-automatic method. Pearson coefficient, Bland-Altman plot and intra-class coefficient (ICC) were applied to measure accuracy and reproducibility.Pearson coefficient indicated that results from the proposed method achieved high correlation with the semi-automatic method. Bland-Altman plot and ICC showed good agreement between the two methods. Lowest ICC was obtained in VAT segmentation at lower regions of the abdomen while the rests were all above 0.80. ICC (0.98-0.99) also indicated the proposed method performed good reproducibility.No user interaction was required during execution of the algorithm and the segmented images and volume results were given as output. This technique utilized the feature in the regions connecting subcutaneous and visceral fat and T2* intensity difference in bone marrow to achieve volumetric measurement of various types of adipose tissue in abdominal site.Copyright © 2017. Published by Elsevier Inc.
[91]
JHA S, TOPOL E J. Adapting to artificial intelligence: radiologists and pathologists as information specialists[J]. JAMA, 2016, 316(22): 2353-2354.
[92]
FALLAH F, MACHANN J, MARTIROSIAN P, et al. Comparison of T1-weighted 2D TSE, 3D SPGR, and two-point 3D Dixon MRI for automated segmentation of visceral adipose tissue at 3 Tesla[J]. Magma, 2017, 30(2): 139-151.
To evaluate and compare conventional T1-weighted 2D turbo spin echo (TSE), T1-weighted 3D volumetric interpolated breath-hold examination (VIBE), and two-point 3D Dixon-VIBE sequences for automatic segmentation of visceral adipose tissue (VAT) volume at 3 Tesla by measuring and compensating for errors arising from intensity nonuniformity (INU) and partial volume effects (PVE).The body trunks of 28 volunteers with body mass index values ranging from 18 to 41.2 kg/m (30.02 ± 6.63 kg/m) were scanned at 3 Tesla using three imaging techniques. Automatic methods were applied to reduce INU and PVE and to segment VAT. The automatically segmented VAT volumes obtained from all acquisitions were then statistically and objectively evaluated against the manually segmented (reference) VAT volumes.Comparing the reference volumes with the VAT volumes automatically segmented over the uncorrected images showed that INU led to an average relative volume difference of -59.22 ± 11.59, 2.21 ± 47.04, and -43.05 ± 5.01 % for the TSE, VIBE, and Dixon images, respectively, while PVE led to average differences of -34.85 ± 19.85, -15.13 ± 11.04, and -33.79 ± 20.38 %. After signal correction, differences of -2.72 ± 6.60, 34.02 ± 36.99, and -2.23 ± 7.58 % were obtained between the reference and the automatically segmented volumes. A paired-sample two-tailed t test revealed no significant difference between the reference and automatically segmented VAT volumes of the corrected TSE (p = 0.614) and Dixon (p = 0.969) images, but showed a significant VAT overestimation using the corrected VIBE images.Under similar imaging conditions and spatial resolution, automatically segmented VAT volumes obtained from the corrected TSE and Dixon images agreed with each other and with the reference volumes. These results demonstrate the efficacy of the signal correction methods and the similar accuracy of TSE and Dixon imaging for automatic volumetry of VAT at 3 Tesla.
[93]
ADDEMAN B T, KUTTY S, PERKINS T G, et al. Validation of volumetric and single-slice MRI adipose analysis using a novel fully automated segmentation method[J]. Journal of Magnetic Resonance Imaging, 2015, 41(1): 233-241.
To validate a fully automated adipose segmentation method with magnetic resonance imaging (MRI) fat fraction abdominal imaging. We hypothesized that this method is suitable for segmentation of subcutaneous adipose tissue (SAT) and intra-abdominal adipose tissue (IAAT) in a wide population range, easy to use, works with a variety of hardware setups, and is highly repeatable.Analysis was performed comparing precision and analysis time of manual and automated segmentation of single-slice imaging, and volumetric imaging (78-88 slices). Volumetric and single-slice data were acquired in a variety of cohorts (body mass index [BMI] 15.6-41.76) including healthy adult volunteers, adolescent volunteers, and subjects with nonalcoholic fatty liver disease and lipodystrophies. A subset of healthy volunteers was analyzed for repeatability in the measurements.The fully automated segmentation was found to have excellent agreement with manual segmentation with no substantial bias across all study cohorts. Repeatability tests showed a mean coefficient of variation of 1.2 ± 0.6% for SAT, and 2.7 ± 2.2% for IAAT. Analysis with automated segmentation was rapid, requiring 2 seconds per slice compared with 8 minutes per slice with manual segmentation.We demonstrate the ability to accurately and rapidly segment regional adipose tissue using fat fraction maps across a wide population range, with varying hardware setups and acquisition methods.© 2014 Wiley Periodicals, Inc.
[94]
LEE H, TROSCHEL F M, TAJMIR S, et al. Pixel-level deep segmentation: artificial intelligence quantifies muscle on computed tomography for body morphometric analysis[J]. Journal of Digital Imaging, 2017, 30(4): 487-498.
Pretreatment risk stratification is key for personalized medicine. While many physicians rely on an "eyeball test" to assess whether patients will tolerate major surgery or chemotherapy, "eyeballing" is inherently subjective and difficult to quantify. The concept of morphometric age derived from cross-sectional imaging has been found to correlate well with outcomes such as length of stay, morbidity, and mortality. However, the determination of the morphometric age is time intensive and requires highly trained experts. In this study, we propose a fully automated deep learning system for the segmentation of skeletal muscle cross-sectional area (CSA) on an axial computed tomography image taken at the third lumbar vertebra. We utilized a fully automated deep segmentation model derived from an extended implementation of a fully convolutional network with weight initialization of an ImageNet pre-trained model, followed by post processing to eliminate intramuscular fat for a more accurate analysis. This experiment was conducted by varying window level (WL), window width (WW), and bit resolutions in order to better understand the effects of the parameters on the model performance. Our best model, fine-tuned on 250 training images and ground truth labels, achieves 0.93 ± 0.02 Dice similarity coefficient (DSC) and 3.68 ± 2.29% difference between predicted and ground truth muscle CSA on 150 held-out test cases. Ultimately, the fully automated segmentation system can be embedded into the clinical environment to accelerate the quantification of muscle and expanded to volume analysis of 3D datasets.
[95]
PARK H J, SHIN Y, PARK J, et al. Development and validation of a deep learning system for segmentation of abdominal muscle and fat on computed tomography[J]. Korean Journal of Radiology, 2020, 21(1): 88-100.
We aimed to develop and validate a deep learning system for fully automated segmentation of abdominal muscle and fat areas on computed tomography (CT) images.A fully convolutional network-based segmentation system was developed using a training dataset of 883 CT scans from 467 subjects. Axial CT images obtained at the inferior endplate level of the 3rd lumbar vertebra were used for the analysis. Manually drawn segmentation maps of the skeletal muscle, visceral fat, and subcutaneous fat were created to serve as ground truth data. The performance of the fully convolutional network-based segmentation system was evaluated using the Dice similarity coefficient and cross-sectional area error, for both a separate internal validation dataset (426 CT scans from 308 subjects) and an external validation dataset (171 CT scans from 171 subjects from two outside hospitals).The mean Dice similarity coefficients for muscle, subcutaneous fat, and visceral fat were high for both the internal (0.96, 0.97, and 0.97, respectively) and external (0.97, 0.97, and 0.97, respectively) validation datasets, while the mean cross-sectional area errors for muscle, subcutaneous fat, and visceral fat were low for both internal (2.1%, 3.8%, and 1.8%, respectively) and external (2.7%, 4.6%, and 2.3%, respectively) validation datasets.The fully convolutional network-based segmentation system exhibited high performance and accuracy in the automatic segmentation of abdominal muscle and fat on CT images.Copyright © 2020 The Korean Society of Radiology.
[96]
ZOPFS D, BOUSABARAH K, LENNARTZ S, et al. Evaluating body composition by combining quantitative spectral detector computed tomography and deep learning-based image segmentation[J]. European Journal of Radiology, 2020, 130: 109153.DOI: 10.1016/j.ejrad.2020.109153.
[97]
HIGGINS M I, MARQUARDT J P, MASTER V A, et al. Machine learning in body composition analysis[J]. European Urology Focus, 2021, 7(4): 713-716.
Body composition analysis (BCA) generates objective anthropometric data that can inform prognostication and treatment decisions across a wide variety of urologic conditions. A patient's body composition, specifically muscle and adipose tissue mass, may be characterized via segmentation of cross-sectional images (computed tomography, magnetic resonance imaging) obtained as part of routine clinical care. Unfortunately, conventional semi-automated segmentation techniques are time- and resource-intensive, precluding translation into clinical practice. Machine learning (ML) offers the potential to automate and scale rapid and accurate BCA. To date, ML for BCA has relied on algorithms called convolutional neural networks designed to detect and analyze images in ways similar to human neuronal connections. This mini review provides a clinically oriented overview of ML and its use in BCA. We address current limitations and future directions for translating ML and BCA into clinical practice. PATIENT SUMMARY: Body composition analysis is the measurement of muscle and fat in your body based on analysis of computed tomography or magnetic resonance imaging scans. We discuss the use of machine learning to automate body composition analysis. The information provided can be used to guide shared decision-making and to help in identifying the best therapy option.Copyright © 2021. Published by Elsevier B.V.
[98]
KRÜCHTEN R V, ROSPLESZCZ S, LORBEER R, et al. Whole-body MRI-derived adipose tissue characterization and relationship to pulmonary function impairment[J]. Tomography, 2022, 8(2): 560-569.
: Specification of adipose tissues by whole-body magnetic resonance imaging (MRI) was performed and related to pulmonary function parameters in a population-based cohort. : 203 study participants underwent whole-body MRI and pulmonary function tests as part of the KORA (Cooperative Health Research in the Augsburg Region) MRI study. Both visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT) were derived from the T1-Dixon sequence, and hepatic adipose tissue from the proton density fat fraction (PDFF). Associations between adipose tissue parameters and spirometric indices such as forced vital capacity (FVC), forced expiratory volume in 1 s (FEV1) and Tiffeneau-index (FEV1/FVC) were examined using multivariate linear regression analysis excluding cofounding effects of other clinical parameters. : VAT (β = -0.13, = 0.03) and SAT (β = -0.26, < 0.001), but not PDFF were inversely associated with FEV1, while VAT (β = -0.27, < 0.001), SAT (β = -0.41, < 0.001), and PDFF (β = -0.17, = 0.002) were inversely associated with FVC. PDFF was directly associated with the Tiffeneau index (β = 2.46, < 0.001). : In the adjusted linear regression model, VAT was inversely associated with all measured spirometric parameters, while PDFF revealed the strongest association with the Tiffeneau index. Non-invasive adipose tissue quantification measurements might serve as novel biomarkers for respiratory impairment.
[99]
杨晓娜, 高婷, 周嘉鑫, 等. 慢性阻塞性肺疾病CT定量参数改变及其与肺功能指标的关系[J]. 中国医学影像技术, 2024, 40(1): 62-67.
YANG X N, GAO T, ZHOU J X, et al. Changes of quantitative CT indexes in chronic obstructive pulmonary disease patients and correlations with pulmonary function indicators[J]. Chinese Journal of Medical Imaging Technology, 2024, 40(1): 62-67.
[100]
沈敏, 潘娟, 任涛, 等. 基于双气相CT定量分析保存率肺功能受损患者的肺气肿及小气道病变[J]. 放射学实践, 2023, 38(7): 891-897.
SHEN M, PAN J, REN T, et al. Quantitative analysis of emphysema and small airway disease in patients with preserved ratio impaired spirometry using dual-phase CT[J]. Radiologic Practice, 2023, 38(7): 891-897.
[101]
BODDULURI S, PULIYAKOTE A S K, GERARD S E, et al. Airway fractal dimension predicts respiratory morbidity and mortality in COPD[J]. The Journal of Clinical Investigation, 2018, 128(12): 5676.
[102]
TANABE N, SATO S, OGUMA T, et al. Associations of airway tree to lung volume ratio on computed tomography with lung function and symptoms in chronic obstructive pulmonary disease[J]. Respiratory Research, 2019, 20(1): 77.
Decreased airway lumen size and increased lung volume are major structural changes in chronic obstructive pulmonary disease (COPD). However, even though the outer wall of the airways is connected with lung parenchyma and the mechanical properties of the parenchyma affect the behaviour of the airways, little is known about the interactions between airway and lung sizes on lung function and symptoms. The present study examined these effects by establishing a novel computed tomography (CT) index, namely, airway volume percent (AWV%), which was defined as a percentage ratio of the airway tree to lung volume.Inspiratory chest CT, pulmonary function, and COPD Assessment Tests (CAT) were analysed in 147 stable males with COPD. The whole airway tree was automatically segmented, and the percentage ratio of the airway tree volume in the right upper and middle-lower lobes to right lung volume was calculated as the AWV% for right lung. Low attenuation volume % (LAV%), total airway count (TAC), luminal area (Ai), and wall area percent (WA%) were also measured.AWV% decreased as the Global Initiative for Chronic Obstructive Lung Disease (GOLD) spirometric grade increased (p < 0.0001). AWV% was lower in symptomatic (CAT score ≥ 10) subjects than in non-symptomatic subjects (p = 0.036). AWV% was more closely correlated with forced expiratory volume in 1 s (FEV) and ratio of residual volume to total lung capacity (RV/TLC) than Ai, Ai to lung volume ratio, and volume of either the lung or the airway tree. Multivariate analyses showed that lower AWV% was associated with lower FEV and higher RV/TLC, independent of LAV%, WA%, and TAC.A disproportionally small airway tree with a relatively large lung could lead to airflow obstruction and gas trapping in COPD. AWV% is an easily measured CT biomarker that may elucidate the clinical impacts of the airway-lung interaction in COPD.
[103]
UDUPA J K, TONG Y B, CAPRARO A, et al. Understanding respiratory restrictions as a function of the scoliotic spinal curve in thoracic insufficiency syndrome: a 4D dynamic MR imaging study[J]. Journal of Pediatric Orthopedics, 2020, 40(4): 183-189.
Over the past 100 years, many procedures have been developed for correcting restrictive thoracic deformities which cause thoracic insufficiency syndrome. However, none of them have been assessed by a robust metric incorporating thoracic dynamics. In this paper, we investigate the relationship between radiographic spinal curve and lung volumes derived from thoracic dynamic magnetic resonance imaging (dMRI). Our central hypothesis is that different anteroposterior major spinal curve types induce different restrictions on the left and right lungs and their dynamics.Retrospectively, we included 25 consecutive patients with thoracic insufficiency syndrome (14 neuromuscular, 7 congenital, 4 other) who underwent vertical expandable prosthetic titanium rib surgery and received preimplantation and postimplantation thoracic dMRI for clinical care. We measured thoracic and lumbar major curves by the Cobb measurement method from anteroposterior radiographs and classified the curves as per Scoliosis Research Society (SRS)-defined curve types. From 4D dMRI images, we derived static volumes and tidal volumes of left and right lung, along with left and right chest wall and left and right diaphragm tidal volumes (excursions), and analyzed their association with curve type and major curve angles.Thoracic and lumbar major curve angles ranged from 0 to 136 and 0 to 116 degrees, respectively. A dramatic postoperative increase in chest wall and diaphragmatic excursion was seen qualitatively. All components of volume increased postoperatively by up to 533%, with a mean of 70%. As the major curve, main thoracic curve (MTC) was associated with higher tidal volumes (effect size range: 0.7 to 1.0) than thoracolumbar curve (TLC) in preoperative and postoperative situation. Neither MTC nor TLC showed any meaningful correlation between volumes and major curve angles preoperatively or postoperatively. Moderate correlations (0.65) were observed for specific conditions like volumes at end-inspiration or end-expiration.The relationships between component tidal volumes and the spinal curve type are complex and are beyond intuitive reasoning and guessing. TLC has a much greater influence on restricting chest wall and diaphragm tidal volumes than MTC. Major curve angles are not indicative of passive resting volumes or tidal volumes.Level II-diagnostic.
[104]
TONG Y B, UDUPA J K, MCDONOUGH J M, et al. Quantitative dynamic thoracic MRI: application to thoracic insufficiency syndrome in pediatric patients[J]. Radiology, 2019, 292(1): 206-213.
Background Available methods to quantify regional dynamic thoracic function in thoracic insufficiency syndrome (TIS) are limited. Purpose To evaluate the use of quantitative dynamic MRI to depict changes in regional dynamic thoracic function before and after surgical correction of TIS. Materials and Methods Images from free-breathing dynamic MRI in pediatric patients with TIS (July 2009-August 2015) were retrospectively evaluated before and after surgical correction by using vertical expandable prosthetic titanium rib (VEPTR). Eleven volumetric parameters were derived from lung, chest wall, and diaphragm segmentations, and parameter changes before versus after operation were correlated with changes in clinical parameters. Paired analysis from Student test on MRI parameters and clinical parameters was performed to detect if changes (from preoperative to postoperative condition) were statistically significant. Results Left and right lung volumes at end inspiration and end expiration increased substantially after operation in pediatric patients with thoracic insufficiency syndrome, especially right lung volume with 22.9% and 26.3% volume increase at end expiration (=.001) and end inspiration (=.002), respectively. The average lung tidal volumes increased after operation for TIS; there was a 43.8% and 55.3% increase for left lung tidal volume and right lung tidal volume (<.001 for both), respectively. However, clinical parameters did not show significant changes from pre- to posttreatment states. Thoracic and lumbar Cobb angle were poor predictors of MRI tidal volumes (chest wall, diaphragm, and left and right separately), but assisted ventilation rating and forced vital capacity showed moderate correlations with tidal volumes (chest wall, diaphragm, and left and right separately). Conclusion Vertical expandable prosthetic titanium rib operation was associated with postoperative increases in all components of tidal volume (left and right chest wall and diaphragm, and left and right lung tidal volumes) measured at MRI. Clinical parameters did not demonstrate improvements in postoperative tidal volumes. © RSNA, 2019 See also the editorial by Paltiel in this issue.
[105]
TONG Y B, UDUPA J K, CIESIELSKI K C, et al. Retrospective 4D MR image construction from free-breathing slice Acquisitions: a novel graph-based approach[J]. Medical Image Analysis, 2017, 35: 345-359. DOI: 10.1016/j.media.2016.08.001.
Dynamic or 4D imaging of the thorax has many applications. Both prospective and retrospective respiratory gating and tracking techniques have been developed for 4D imaging via CT and MRI. For pediatric imaging, due to radiation concerns, MRI becomes the de facto modality of choice. In thoracic insufficiency syndrome (TIS), patients often suffer from extreme malformations of the chest wall, diaphragm, and/or spine with inability of the thorax to support normal respiration or lung growth (Campbell et al., 2003, Campbell and Smith, 2007), as such patient cooperation needed by some of the gating and tracking techniques are difficult to realize without causing patient discomfort and interference with the breathing mechanism itself. Therefore (ventilator-supported) free-breathing MRI acquisition is currently the best choice for imaging these patients. This, however, raises a question of how to create a consistent 4D image from such acquisitions. This paper presents a novel graph-based technique for compiling the best 4D image volume representing the thorax over one respiratory cycle from slice images acquired during unencumbered natural tidal-breathing of pediatric TIS patients.In our approach, for each coronal (or sagittal) slice position, images are acquired at a rate of about 200-300ms/slice over several natural breathing cycles which yields over 2000 slices. A weighted graph is formed where each acquired slice constitutes a node and the weight of the arc between two nodes defines the degree of contiguity in space and time of the two slices. For each respiratory phase, an optimal 3D spatial image is constructed by finding the best path in the graph in the spatial direction. The set of all such 3D images for a given respiratory cycle constitutes a 4D image. Subsequently, the best 4D image among all such constructed images is found over all imaged respiratory cycles. Two types of evaluation studies are carried out to understand the behavior of this algorithm and in comparison to a method called Random Stacking - a 4D phantom study and 10 4D MRI acquisitions from TIS patients and normal subjects. The 4D phantom was constructed by 3D printing the pleural spaces of an adult thorax, which were segmented in a breath-held MRI acquisition.Qualitative visual inspection via cine display of the slices in space and time and in 3D rendered form showed smooth variation for all data sets constructed by the proposed method. Quantitative evaluation was carried out to measure spatial and temporal contiguity of the slices via segmented pleural spaces. The optimal method showed smooth variation of the pleural space as compared to Random Stacking whose behavior was erratic. The volumes of the pleural spaces at the respiratory phase corresponding to end inspiration and end expiration were compared to volumes obtained from breath-hold acquisitions at roughly the same phase. The mean difference was found to be roughly 3%.The proposed method is purely image-based and post-hoc and does not need breath holding or external surrogates or instruments to record respiratory motion or tidal volume. This is important and practically warranted for pediatric patients. The constructed 4D images portray spatial and temporal smoothness that should be expected in a consistent 4D volume. We believe that the method can be routinely used for thoracic 4D imaging.Copyright © 2016 Elsevier B.V. All rights reserved.
[106]
WACHINGER C, YIGITSOY M, RIJKHORST E J, et al. Manifold learning for image-based breathing gating in ultrasound and MRI[J]. Medical Image Analysis, 2012, 16(4): 806-818.
Respiratory motion is a challenging factor for image acquisition and image-guided procedures in the abdominal and thoracic region. In order to address the issues arising from respiratory motion, it is often necessary to detect the respiratory signal. In this article, we propose a novel, purely image-based retrospective respiratory gating method for ultrasound and MRI. Further, we apply this technique to acquire breathing-affected 4D ultrasound with a wobbler probe and, similarly, to create 4D MR with a slice stacking approach. We achieve the gating with Laplacian eigenmaps, a manifold learning technique, to determine the low-dimensional manifold embedded in the high-dimensional image space. Since Laplacian eigenmaps assign to each image frame a coordinate in low-dimensional space by respecting the neighborhood relationship, they are well suited for analyzing the breathing cycle. We perform the image-based gating on several 2D and 3D ultrasound datasets over time, and quantify its very good performance by comparing it to measurements from an external gating system. For MRI, we perform the manifold learning on several datasets for various orientations and positions. We achieve very high correlations by a comparison to an alternative gating with diaphragm tracking.Copyright © 2011 Elsevier B.V. All rights reserved.
[107]
CAI J, CHANG Z, WANG Z H, et al. Four-dimensional magnetic resonance imaging (4D-MRI) using image-based respiratory surrogate: a feasibility study[J]. Medical Physics, 2011, 38(12): 6384-6394.
Four-dimensional computed tomography (4D-CT) has been widely used in radiation therapy to assess patient-specific breathing motion for determining individual safety margins. However, it has two major drawbacks: low soft-tissue contrast and an excessive imaging dose to the patient. This research aimed to develop a clinically feasible four-dimensional magnetic resonance imaging (4D-MRI) technique to overcome these limitations.The proposed 4D-MRI technique was achieved by continuously acquiring axial images throughout the breathing cycle using fast 2D cine-MR imaging, and then retrospectively sorting the images by respiratory phase. The key component of the technique was the use of body area (BA) of the axial MR images as an internal respiratory surrogate to extract the breathing signal. The validation of the BA surrogate was performed using 4D-CT images of 12 cancer patients by comparing the respiratory phases determined using the BA method to those determined clinically using the Real-time position management (RPM) system. The feasibility of the 4D-MRI technique was tested on a dynamic motion phantom, the 4D extended Cardiac Torso (XCAT) digital phantom, and two healthy human subjects.Respiratory phases determined from the BA matched closely to those determined from the RPM: mean (± SD) difference in phase: -3.9% (± 6.4%); mean (± SD) absolute difference in phase: 10.40% (± 3.3%); mean (± SD) correlation coefficient: 0.93 (± 0.04). In the motion phantom study, 4D-MRI clearly showed the sinusoidal motion of the phantom; image artifacts observed were minimal to none. Motion trajectories measured from 4D-MRI and 2D cine-MRI (used as a reference) matched excellently: the mean (± SD) absolute difference in motion amplitude: -0.3 (± 0.5) mm. In the 4D-XCAT phantom study, the simulated "4D-MRI" images showed good consistency with the original 4D-XCAT phantom images. The motion trajectory of the hypothesized "tumor" matched excellently between the two, with a mean (± SD) absolute difference in motion amplitude of 0.5 (± 0.4) mm. 4D-MRI was able to reveal the respiratory motion of internal organs in both human subjects; superior-inferior (SI) maximum motion of the left kidney of Subject #1 and the diaphragm of Subject #2 measured from 4D-MRI was 0.88 and 1.32 cm, respectively.Preliminary results of our study demonstrated the feasibility of a novel retrospective 4D-MRI technique that uses body area as a respiratory surrogate.
[108]
WAGSHUL M E, SIN S, LIPTON M L, et al. Novel retrospective, respiratory-gating method enables 3D, high resolution, dynamic imaging of the upper airway during tidal breathing[J]. Magnetic Resonance in Medicine, 2013, 70(6): 1580-1590.
A retrospective, respiratory-gated technique for measuring dynamic changes in the upper airway over the respiratory cycle was developed, with the ultimate goal of constructing anatomically and functionally accurate upper airway models in obstructive sleep apnea patients.Three-dimensional cine, retrospective respiratory-gated, gradient echo imaging was performed in six adolescents being evaluated for polycystic ovary syndrome, a disorder with a high obstructive sleep apnea prevalence. A novel retrospective gating scheme, synchronized to flow from a nasal cannula, limited image acquisition to predefined physiological ranges. Images were evaluated with respect to contrast, airway signal leakage, and demonstration of dynamic airway area changes.Two patients were diagnosed with obstructive sleep apnea. Motion artifacts were absent in all image sets. Scan efficiency ranged from 48 to 88%. Soft tissue-to-airway contrast-to-noise ratio varied from 6.1 to 9.6. Airway signal leakage varied between 10 and 17% of soft tissue signal. Automated segmentation allowed calculation of airway area changes over the respiratory cycle. In one severe apnea patient, the technique allowed demonstration of asynchronous airway expansion and contraction above and below a severe constriction.Retrospective, respiratory gated imaging of the upper airway has been demonstrated, utilizing a gating algorithm to ensure acquisition over specified ranges of respiratory rate and tidal volume.Copyright © 2013 Wiley Periodicals, Inc.
[109]
TONG Y B, UDUPA J K, MCDONOUGH J M, et al. Thoracic quantitative dynamic MRI to understand developmental changes in normal ventilatory dynamics[J]. Chest, 2021, 159(2): 712-723.
A database of normative quantitative measures of regional thoracic ventilatory dynamics, which is essential to understanding better thoracic growth and function in children, does not exist.How to quantify changes in the components of ventilatory pump dynamics during childhood via thoracic quantitative dynamic MRI (QdMRI)?Volumetric parameters were derived via 51 dynamic MRI scans for left and right lungs, hemidiaphragms, and hemichest walls during tidal breathing. Volume-based symmetry and functional coefficients were defined to compare left and right sides and to compare contributions of the hemidiaphragms and hemichest walls with tidal volumes (TVs). Statistical analyses were performed to compare volume components among four age-based groups.Right thoracic components were significantly larger than left thoracic components, with average ratios of 1.56 (95% CI, 1.41-1.70) for lung TV, 1.81 (95% CI, 1.60-2.03) for hemidiaphragm excursion TV, and 1.34 (95% CI, 1.21-1.47) for hemichest wall excursion TV. Right and left lung volumes at end-expiration showed, respectively, a 44% and 48% increase from group 2 (8 ≤ age < 10) to group 3 (10 ≤ age < 12). These numbers from group 3 to group 4 (12 ≤ age ≤ 14) were 24% and 28%, respectively. Right and left hemichest wall TVs exhibited, respectively, 48% and 45% increases from group 3 to group 4.Normal right and left ventilatory volume components have considerable asymmetry in morphologic features and dynamics and change with age. Chest wall and diaphragm contributions vary in a likewise manner. Thoracic QdMRI can provide quantitative data to characterize the regional function and growth of the thorax as it relates to ventilation.Copyright © 2020 American College of Chest Physicians. Published by Elsevier Inc. All rights reserved.
[110]
LISZEWSKI M C, CIET P, WINANT A J, et al. Magnetic resonance imaging of pediatric lungs and airways: new paradigm for practical daily clinical use[J]. Journal of Thoracic Imaging, 2024, 39(1): 57-66.
[111]
李蕊, 崔磊. 超短回波时间序列在肺部磁共振成像中的研究进展[J]. 中国医学计算机成像杂志, 2024, 30(1): 120-123.
LI R, CUI L. Research progress of ultrashort echo time sequence in pulmonary MR imaging[J]. Chinese Computed Medical Imaging, 2024, 30(1): 120-123.
[112]
CHEN L H, LIU D H, ZHANG J Q, et al. Free-breathing dynamic contrast-enhanced MRI for assessment of pulmonary lesions using golden-angle radial sparse parallel imaging[J]. Journal of Magnetic Resonance Imaging, 2018, 48(2): 459-468.
Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) has been shown to be a promising technique for assessing lung lesions. However, DCE-MRI often suffers from motion artifacts and insufficient imaging speed. Therefore, highly accelerated free-breathing DCE-MRI is of clinical interest for lung exams.To test the performance of rapid free-breathing DCE-MRI for simultaneous qualitative and quantitative assessment of pulmonary lesions using Golden-angle RAdial Sparse Parallel (GRASP) imaging.Prospective.Twenty-six patients (17 males, mean age = 55.1 ± 14.4) with known pulmonary lesions.3T MR scanner; a prototype fat-saturated, T -weighted stack-of-stars golden-angle radial sequence for data acquisition and a Cartesian breath-hold volumetric-interpolated examination (BH-VIBE) sequence for comparison.After a dual-mode GRASP reconstruction, one with 3-second temporal resolution (3s-GRASP) and the other with 15-second temporal resolution (15s-GRASP), all GRASP and BH-VIBE images were pooled together for blind assessment by two experienced radiologists, who independently scored the overall image quality, lesion delineation, overall artifact level, and diagnostic confidence of each case. Perfusion analysis was performed for the 3s-GRASP images using a Tofts model to generate the volume transfer coefficient (K) and interstitial volume (V).Nonparametric paired two-tailed Wilcoxon signed-rank test; Cohen's kappa; unpaired Student's t-test.15s-GRASP achieved comparable image quality with conventional BH-VIBE (P > 0.05), except for the higher overall artifact level in the precontrast phase (P = 0.018). The K and V in inflammation were higher than those in malignant lesions (K : 0.78 ± 0.52 min vs. 0.37 ± 0.22 min, P = 0.020; V : 0.36 ± 0.16 vs. 0.26 ± 0.1, P = 0.177). Also, the K and V in malignant lesions were also higher than those in benign lesions (K : 0.37 ± 0.22 min vs. 0.04 ± 0.04 min, P = 0.001; V : 0.26 ± 0.12 vs. 0.10 ± 0.00, P = 0.063).This feasibility study demonstrated the performance of high spatiotemporal resolution free-breathing DCE-MRI of the lung using GRASP for qualitative and quantitative assessment of pulmonary lesions.2 Technical Efficacy: Stage 1 J. MAGN. RESON. IMAGING 2018;48:459-468.© 2018 International Society for Magnetic Resonance in Medicine.
[113]
KRUGER S J, NAGLE S K, COUCH M J, et al. Functional imaging of the lungs with gas agents[J]. Journal of Magnetic Resonance Imaging, 2016, 43(2): 295-315.
This review focuses on the state-of-the-art of the three major classes of gas contrast agents used in magnetic resonance imaging (MRI)-hyperpolarized (HP) gas, molecular oxygen, and fluorinated gas--and their application to clinical pulmonary research. During the past several years there has been accelerated development of pulmonary MRI. This has been driven in part by concerns regarding ionizing radiation using multidetector computed tomography (CT). However, MRI also offers capabilities for fast multispectral and functional imaging using gas agents that are not technically feasible with CT. Recent improvements in gradient performance and radial acquisition methods using ultrashort echo time (UTE) have contributed to advances in these functional pulmonary MRI techniques. The relative strengths and weaknesses of the main functional imaging methods and gas agents are compared and applications to measures of ventilation, diffusion, and gas exchange are presented. Functional lung MRI methods using these gas agents are improving our understanding of a wide range of chronic lung diseases, including chronic obstructive pulmonary disease, asthma, and cystic fibrosis in both adults and children.© 2015 Wiley Periodicals, Inc.
[114]
范军坤, 哈传传, 马芳芳. 超极化-(129)Xe MRI技术在肺部病变中的研究进展[J]. 四川医学, 2023, 44(8): 874-878.
FAN J K, HA C C, MA F F. Research progress of hyperpolarized 129Xe MRI technology in lung lesions[J]. Sichuan Medical Journal, 2023, 44(8): 874-878.
[115]
KLIMEŠ F, KERN A L, VOSKREBENZEV A, et al. Free-breathing 3D phase-resolved functional lung MRI vsbreath-hold hyperpolarized 129Xe ventilation MRI in patients with chronic obstructive pulmonary diseaseand healthy volunteers[J]. European Radiology, 2024,DOI: 10.1007/s00330-024-10893-3.
[116]
BIEDERER J. MR imaging of the airways[J]. The British Journal of Radiology, 2023, 96(1146): 20220630.
[117]
KAY F U, MADHURANTHAKAM A J. MR perfusion imaging of the lung[J]. Magnetic Resonance Imaging Clinics of North America, 2024, 32(1): 111-123.
Lung perfusion assessment is critical for diagnosing and monitoring a variety of respiratory conditions. MRI perfusion provides a radiation-free technique, making it an ideal choice for longitudinal imaging in younger populations. This review focuses on the techniques and applications of MRI perfusion, including contrast-enhanced (CE) MRI and non-CE methods such as arterial spin labeling (ASL), fourier decomposition (FD), and hyperpolarized 129-Xenon (129-Xe) MRI. ASL leverages endogenous water protons as tracers for a non-invasive measure of lung perfusion, while FD offers simultaneous measurements of lung perfusion and ventilation, enabling the generation of ventilation/perfusion mapsHyperpolarized 129-Xe MRI emerges as a novel tool for assessing regional gas exchange in the lungs. Despite the promise of MRI perfusion techniques, challenges persist, including competition with other imaging techniques and the need for additional validation and standardization. In conditions such as cystic fibrosis and lung cancer, MRI has displayed encouraging results, whereas in diseases like chronic obstructive pulmonary disease, further validation remains necessary. In conclusion, while MRI perfusion techniques hold immense potential for a comprehensive, non-invasive assessment of lung function and perfusion, their broader clinical adoption hinges on technological advancements, collaborative research, and rigorous validation.Copyright © 2023 Elsevier Inc. All rights reserved.
[118]
RADBRUCH A. Gadolinium deposition in the brain: we need to differentiate between chelated and dechelated gadolinium[J]. Radiology, 2018, 288(2): 434-435.
[119]
KERN A L, VOGEL-CLAUSSEN J. Hyperpolarized gas MRI in pulmonology[J]. British Journal of Radiology, 2018, 91(1084): 20170647.
[120]
SOMMER G, BAUMAN G. Methoden der MRT zur ventilations- und perfusionsbildgebung der lunge[J]. Der Radiologe, 2016, 56(2): 106-112.
[121]
KJØRSTAD Å, CORTEVILLE D M, FISCHER A, et al. Quantitative lung perfusion evaluation using Fourier decomposition perfusion MRI[J]. Magnetic Resonance in Medicine, 2014, 72(2): 558-562.
To quantitatively evaluate lung perfusion using Fourier decomposition perfusion MRI. The Fourier decomposition (FD) method is a noninvasive method for assessing ventilation- and perfusion-related information in the lungs, where the perfusion maps in particular have shown promise for clinical use. However, the perfusion maps are nonquantitative and dimensionless, making follow-ups and direct comparisons between patients difficult. We present an approach to obtain physically meaningful and quantifiable perfusion maps using the FD method.The standard FD perfusion images are quantified by comparing the partially blood-filled pixels in the lung parenchyma with the fully blood-filled pixels in the aorta. The percentage of blood in a pixel is then combined with the temporal information, yielding quantitative blood flow values. The values of 10 healthy volunteers are compared with SEEPAGE measurements which have shown high consistency with dynamic contrast enhanced-MRI.All pulmonary blood flow (PBF) values are within the expected range. The two methods are in good agreement (mean difference = 0.2 mL/min/100 mL, mean absolute difference = 11 mL/min/100 mL, mean PBF-FD = 150 mL/min/100 mL, mean PBF-SEEPAGE = 151 mL/min/100 mL). The Bland-Altman plot shows a good spread of values, indicating no systematic bias between the methods.Quantitative lung perfusion can be obtained using the Fourier Decomposition method combined with a small amount of postprocessing.Copyright © 2013 Wiley Periodicals, Inc.
[122]
DUAN J H, XIE S, SUN H L, et al. Diagnostic accuracy of perfusion-weighted phase-resolved functional lung magnetic resonance imaging in patients with chronic pulmonary embolism[J]. Frontiers in Medicine, 2023, 10: 1256925.
[123]
BAUMAN G, LÜTZEN U, ULLRICH M, et al. Pulmonary functional imaging: qualitative comparison of Fourier decomposition MR imaging with SPECT/CT in porcine lung[J]. Radiology, 2011, 260(2): 551-559.
To compare unenhanced lung ventilation-weighted (VW) and perfusion-weighted (QW) imaging based on Fourier decomposition (FD) magnetic resonance (MR) imaging with the clinical reference standard single photon emission computed tomography (SPECT)/computed tomography (CT) in an animal experiment.The study was approved by the local animal care committee. Lung ventilation and perfusion was assessed in seven anesthetized pigs by using a 1.5-T MR imager and SPECT/CT. For time-resolved FD MR imaging, sets of lung images were acquired by using an untriggered two-dimensional balanced steady-state free precession sequence (repetition time, 1.9 msec; echo time, 0.8 msec; acquisition time per image, 118 msec; acquisition rate, 3.33 images per second; flip angle, 75°; section thickness, 12 mm; matrix, 128 × 128). Breathing displacement was corrected with nonrigid image registration. Parenchymal signal intensity was analyzed pixelwise with FD to separate periodic changes of proton density induced by respiration and periodic changes of blood flow. Spectral lines representing respiratory and cardiac frequencies were integrated to calculate VW and QW images. Ventilation and perfusion SPECT was performed after inhalation of dispersed technetium 99m ((99m)Tc) and injection of (99m)Tc-labeled macroaggregated albumin. FD MR imaging and SPECT data were independently analyzed by two physicians in consensus. A regional statistical analysis of homogeneity and pathologic signal changes was performed.Images acquired in healthy animals by using FD MR imaging and SPECT showed a homogeneous distribution of VW and QW imaging and pulmonary ventilation and perfusion, respectively. The gravitation-dependent signal distribution of ventilation and perfusion in all animals was similarly observed at FD MR imaging and SPECT. Incidental ventilation and perfusion defects were identically visualized by using both modalities.This animal experiment demonstrated qualitative agreement in the assessment of regional lung ventilation and perfusion between contrast media-free and radiation-free FD MR imaging and conventional SPECT/CT.© RSNA, 2011.
[124]
BAUMAN G, SCHOLZ A, RIVOIRE J, et al. Lung ventilation- and perfusion-weighted Fourier decomposition magnetic resonance imaging: in vivo validation with hyperpolarized 3He and dynamic contrast-enhanced MRI[J]. Magnetic Resonance in Medicine, 2013, 69(1): 229-237.
[125]
KAIREIT T F, GUTBERLET M, VOSKREBENZEV A, et al. Comparison of quantitative regional ventilation-weighted Fourier decomposition MRI with dynamic fluorinated gas washout MRI and lung function testing in COPD patients[J]. Journal of Magnetic Resonance Imaging, 2018, 47(6): 1534-1541.
Ventilation-weighted Fourier decomposition-MRI (FD-MRI) has matured as a reliable technique for quantitative measures of regional lung ventilation in recent years, but has yet not been validated in COPD patients.To compare regional fractional lung ventilation obtained by ventilation-weighted FD-MRI with dynamic fluorinated gas washout MRI (F-MRI) and lung function test parameters.Prospective study.Twenty-seven patients with chronic obstructive pulmonary disease (COPD, median age 61 [54-67] years) were included.For FD-MRI and for F-MRI a spoiled gradient echo sequence was used at 1.5T.FD-MRI coronal slices were acquired in free breathing. Dynamic F-MRI was performed after inhalation of 25-30 L of a mixture of 79% fluorinated gas (C F) and 21% oxygen via a closed face mask tubing using a dedicated coil tuned to 59.9 MHz. F washout times in numbers of breaths (F-n) as well as fractional ventilation maps for both methods (FD-FV, F-FV) were calculated. Slices were matched using a landmark driven algorithm, and only corresponding slices with an overlap of >90% were coregistered for evaluation.The obtained parameters were correlated with each other using Spearman's correlation coefficient (r).FD-FV strongly correlated with F-n on a global (r = -0.72, P < 0.0001) as well as on a lobar level and with lung function test parameters (FD-FV vs. FEV1, r = 0.76, P < 0.0001). There was a small systematic overestimation of FD-FV compared to F-FV (mean difference -0.03 (95% confidence interval [CI]: -0.097; -0.045).Regional ventilation-weighted Fourier decomposition-MRI is a promising noninvasive, radiation-free tool for quantification of regional ventilation in COPD patients.2 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;47:1534-1541.© 2017 International Society for Magnetic Resonance in Medicine.
[126]
PÖHLER G H, KLIMEŠ F, BEHRENDT L, et al. Repeatability of phase-resolved functional lung (PREFUL)-MRI ventilation and perfusion parameters in healthy subjects and COPD patients[J]. Journal of Magnetic Resonance Imaging, 2021, 53(3): 915-927.
Free-breathing phase-resolved functional lung (PREFUL)-MRI may be useful for treatment monitoring in chronic obstructive pulmonary disease (COPD) patients with dyspnea. PREFUL test-retest reliability is essential for clinical application.To measure the repeatability of PREFUL-MRI ventilation (V) and perfusion (Q) parameters.Retrospective and prospective.A total of 28 COPD patients and 57 healthy subjects.1.5T MRI/2D spoiled gradient echo imaging.V and Q lung parameter maps based on three coronal slices were obtained at baseline and after 14 days (COPD patients) or after a short pause outside the scanner (healthy subjects). Regional ventilation (RVent) and imaging flow volume loops by cross-correlation (ccVent) were quantified. Q was normalized to the signal of the main pulmonary artery (Q) and quantified (Q). Pulmonary pulse wave transit time (pPTT), voxel-by-voxel (regional), and whole lung (global) ventilation defect percentage based on RVent (VDP) and ccVent (VDP), perfusion defect percentage (QDP), and ventilation/perfusion match based on RVent (VQM) and ccVent (VQM) were calculated.Regional V and Q were analyzed globally for each subject. Each parameter's median of scans 1 and 2 were assessed by Wilcoxon sign rank test. A parameter's repeatability was analyzed by Bland-Altman analyses, coefficients of variation, intraclass correlation coefficients (ICC), and power calculations. The regional voxel repeatability was examined by calculating the Sørensen-Dice coefficient.There was no bias and no significant differences between the first and second MRI for any parameters (P > 0.05). Coefficient of variation ranged from 2.26% (ccVent) to 19.31% (QDP), ICC from 0.93 (QDP) to 0.60 (pPTT), the smallest detectable difference was 0.002 ccVent. Regional comparison showed the highest overlap (84%) in VDP in healthy voxels and the lowest (53%) in VDP defect voxels.V and Q PREFUL-MRI parameters were repeatable over two scan sessions in both healthy controls and COPD patients.2 TECHNICAL EFFICACY STAGE: 2.© 2020 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals LLC. on behalf of International Society for Magnetic Resonance in Medicine.
[127]
BEHRENDT L, VOSKREBENZEV A, KLIMEŠ F, et al. Validation of automated perfusion-weighted phase-resolved functional lung (PREFUL)-MRI in patients with pulmonary diseases[J]. Journal of Magnetic Resonance Imaging, 2020, 52(1): 103-114.
Perfusion-weighted (Qw) noncontrast-enhanced proton lung MRI is a promising technique for assessment of pulmonary perfusion, but still requires validation.To improve perfusion-weighted phase-resolved functional lung (PREFUL)-MRI, to validate PREFUL with perfusion single photon emission computed tomography (SPECT) as a gold standard, and to compare PREFUL with dynamic contrast-enhanced (DCE)-MRI as a reference.Retrospective.Twenty patients with chronic obstructive pulmonary disease (COPD), 14 patients with cystic fibrosis (CF), and 21 patients with chronic thromboembolic pulmonary hypertension (CTEPH) were included.For PREFUL-MRI, a spoiled gradient echo sequence and for DCE-MRI a 3D time-resolved angiography with stochastic trajectories sequence were used at 1.5T.PREFUL-MRI coronal slices were acquired in free-breathing. DCE-MRI was performed in breath-hold with injection of 0.03 mmol/kg bodyweight of gadoteric acid at a rate of 4 cc/s. Perfusion SPECT images were obtained for six CTEPH patients. Images were coregistered. An algorithm to define the appropriate PREFUL perfusion phase was developed using perfusion SPECT data. Perfusion defect percentages (QDP) and Qw-values were calculated for all methods. For PREFUL quantitative perfusion values (PREFUL) and for DCE pulmonary blood flow (PBF) was calculated.Obtained parameters were assessed using Pearson correlation and Bland-Altman analysis.Qw-SPECT correlated with Qw-DCE (r = 0.50, P < 0.01) and Qw-PREFUL (r = 0.47, P < 0.01). Spatial overlap of QDP maps showed an agreement ≥67.7% comparing SPECT and DCE, ≥64.1% for SPECT and PREFUL, and ≥60.2% comparing DCE and PREFUL. Significant correlations of Qw-PREFUL and Qw-DCE were found (COPD: r = 0.79, P < 0.01; CF: r = 0.77, P < 0.01; CTEPH: r = 0.73, P < 0.01). PREFUL /PBF correlations were similar/lower (CF, CTEPH: P > 0.12; COPD: P < 0.01) compared to Qw-PREFUL/DCE correlations. PREFUL -values were higher/similar compared to PBF-values (COPD, CF: P < 0.01; CTEPH: P = 0.026).The automated PREFUL algorithm may allow for noncontrast-enhanced pulmonary perfusion assessment in COPD, CF, and CTEPH patients comparable to DCE-MRI. Level of Evidence 3 Technical Efficacy Stage 2 J. Magn. Reson. Imaging 2020;52:103-114.© 2020 The Authors. Journal of Magnetic Resonance Imaging published by Wiley Periodicals, Inc. on behalf of International Society for Magnetic Resonance in Medicine.
[128]
SOMMER G, BAUMAN G, KOENIGKAM-SANTOS M, et al. Non-contrast-enhanced preoperative assessment of lung perfusion in patients with non-small-cell lung cancer using Fourier decomposition magnetic resonance imaging[J]. European Journal of Radiology, 2013, 82(12): e879-e887.
[129]
范丽, 夏艺, 刘士远. 肺部磁共振成像机遇与挑战: 中国十年来发展成果及展望[J]. 磁共振成像, 2022, 13(10): 61-65.
FAN L, XIA Y, LIU S Y. Opportunities and challenges of lung magnetic resonance imaging: China's development achievements and prospects in the past ten years[J]. Chinese Journal of Magnetic Resonance Imaging, 2022, 13(10): 61-65.
[130]
SAN JOSÉ ESTÉPAR R. Artificial intelligence in functional imaging of the lung[J]. British Journal of Radiology, 2022, 95(1132): 20210527.
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