Fortis Spyridon, Guo Junfeng, Nagpal Prashant, Chaudhary Muhammad F A, Newell John D, Gerard Sarah E, Han MeiLan K, Kazerooni Ella A, Martinez Fernando J, Barjaktarevic Igor Z, Barr R Graham, Bodduluri Sandeep, Paine Robert, Awan Hira A, Schroeder Joyce D, Gravens-Mueller Lisa D, Ortega Victor E, Anderson Wayne H, Cooper Christopher B, Couper David, Woodruff Prescott G, Bowler Russell P, Bhatt Surya P, Hoffman Eric A, Reinhardt Joseph M, Comellas Alejandro P
Center for Access & Delivery Research & Evaluation, Iowa City Veterans Affairs Health Care System, Iowa City, Iowa.
Division of Pulmonary, Critical Care and Occupational Medicine, Department of Internal Medicine, Roy J. and Lucille A. Carver College of Medicine.
Am J Respir Crit Care Med. 2024 Dec 15;210(12):1432-1440. doi: 10.1164/rccm.202310-1825OC.
Ground-glass opacities (GGOs) in the absence of interstitial lung disease are understudied. To assess the association of GGOs with white blood cells (WBCs) and progression of quantified chest computed tomography emphysema. We analyzed data of participants in the SPIROMICS study (Subpopulations and Intermediate Outcome Measures in COPD Study). Chest radiologists and pulmonologists labeled regions of the lung as GGOs, and the adaptive multiple feature method (AMFM) trained the computer to assign those labels to image voxels and quantify the volume of the lung with GGOs (%GGO). We used multivariable linear regression, zero-inflated negative binomial, and proportional hazards regression models to assess the association of %GGO with WBCs, changes in percentage emphysema, and clinical outcomes. Among 2,714 participants, 1,680 had chronic obstructive pulmonary disease (COPD) and 1,034 had normal spirometry. Among participants with COPD, on the basis of multivariable analysis, current smoking and chronic productive cough were associated with higher %GGO. Higher %GGO was cross-sectionally associated with higher WBC and neutrophil concentrations. Higher %GGO per interquartile range at visit 1 (baseline) was associated with an increase in emphysema at 1-year follow-up visit by 11.7% (relative increase; 95% confidence interval, 7.5-16.1%; < 0.001). We found no association between %GGO and 1-year FEV decline, but %GGO was associated with exacerbations and all-cause mortality during a median follow-up of 1,544 days (interquartile interval, 1,118-2,059). Among normal spirometry participants, we found similar results, except that %GGO was associated with progression to COPD at 1-year follow-up. Our findings suggest that GGO is associated with increased systemic inflammation and emphysema progression.
在无间质性肺疾病情况下的磨玻璃影(GGO)研究较少。为评估GGO与白细胞(WBC)以及定量胸部计算机断层扫描肺气肿进展之间的关联。我们分析了SPIROMICS研究(慢性阻塞性肺疾病研究中的亚群和中间结局指标)参与者的数据。胸部放射科医生和肺科医生将肺区域标记为GGO,自适应多特征方法(AMFM)训练计算机将这些标记分配给图像体素并量化有GGO的肺体积(%GGO)。我们使用多变量线性回归、零膨胀负二项式回归和比例风险回归模型来评估%GGO与WBC、肺气肿百分比变化及临床结局之间的关联。在2714名参与者中,1680人患有慢性阻塞性肺疾病(COPD),1034人肺功能正常。在COPD参与者中,基于多变量分析,当前吸烟和慢性咳痰与较高的%GGO相关。较高的%GGO与较高的WBC和中性粒细胞浓度呈横断面相关。在第1次就诊(基线)时,每增加一个四分位数间距的较高%GGO与1年随访时肺气肿增加11.7%相关(相对增加;95%置信区间,7.5 - 16.1%;P < 0.001)。我们发现%GGO与1年FEV下降之间无关联,但在中位随访1544天(四分位数间距,1118 - 2059天)期间,%GGO与急性加重和全因死亡率相关。在肺功能正常的参与者中,我们发现了类似结果,只是%GGO与1年随访时进展为COPD相关。我们的研究结果表明,GGO与全身炎症增加和肺气肿进展相关。