Ahn Yura, Lee Eun Ji, Yun Jihye, Hwang Hye Jeon, Oh Yeon-Mok, Kim Myeong Jun, Bae Seung Bin, Yu Donghoon, Yi Jaeyoun, Lee Sang Min, Seo Joon Beom
Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, 88 Olympic-ro 43-gil, Songpa-gu, Seoul 05505, Republic of Korea.
Department of Radiology, Seoul St Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
Radiology. 2025 Jul;316(1):e243239. doi: 10.1148/radiol.243239.
Background Emphysema holes change longitudinally in various ways, but current CT measurements lack the ability to fully capture these changes beyond measuring the extent of emphysema. Purpose To track emphysema holes longitudinally, group them according to their dynamics, and investigate their relationship with change in forced expiratory volume in 1 second (FEV), disease progression, and mortality. Materials and Methods In this secondary analysis, data from participants in the Korean Obstructive Lung Disease cohort study from June 2005 to October 2013 who completed baseline and 6-year follow-up CT with identical protocols were evaluated. Emphysema holes were identified and tracked using deep learning-based software and were grouped based on changes in diameter (in 2-mm increments) as increased in diameter (including both new and enlarged preexisting holes), stable, or decreased in diameter. The percentage of hole volume in each group and its relationship with FEV decline were analyzed using multiple linear regression, and comparisons were made among the subsets of participants on the basis of emphysema progression or severity. Overall survival according to the volume cutoff of the holes with increased diameter was compared using the log-rank test. Results Among 108 participants (mean age, 63.4 years ± 6.7 [SD]; 104 male), 39 had emphysema progression (based on whether the change in low-attenuation area less than -950 HU [LAA-950] exceeded 3.7%). Enlarged preexisting holes were marginally associated with a greater decline in FEV (β = -.25, = .049). Compared with those without emphysema progression, those with emphysema progression had a significantly greater percentage of hole volume and percentage of holes with increased diameter (7.7% vs 1.9% and 18.3% vs 6.2%, respectively; both < .001), with most of the volume attributed to new holes. Participants with severe disease or emphysema (FEV < 50% or LAA-950 ≥ 14%) had more holes with increased diameter (5.1% vs 2.4% [ = .02] and 6.7% vs 1.2% [ < .001], respectively) and new holes (3.8% vs 1.7% [ = .01] and 4.7% vs 1.1% [ < .001], respectively). Participants with 5% or greater volume of increased-diameter holes had worse overall survival (log-rank < .001). Conclusion Emphysema hole-tracking results showed that a greater volume of holes that increased in diameter were related to change in FEV, disease progression, and mortality. © RSNA, 2025 . See also the editorial by van Beek in this issue.
背景 肺气肿空洞在纵向上会以多种方式发生变化,但目前的CT测量方法除了测量肺气肿的范围外,缺乏全面捕捉这些变化的能力。目的 纵向追踪肺气肿空洞,根据其动态变化进行分组,并研究它们与1秒用力呼气量(FEV₁)变化、疾病进展和死亡率之间的关系。材料与方法 在这项二次分析中,对2005年6月至2013年10月参加韩国阻塞性肺病队列研究的参与者的数据进行了评估,这些参与者按照相同方案完成了基线和6年随访CT检查。使用基于深度学习的软件识别并追踪肺气肿空洞,并根据直径变化(以2毫米为增量)将其分为直径增加(包括新出现的和原有空洞扩大的)、稳定或直径减小的组。使用多元线性回归分析每组空洞体积百分比及其与FEV₁下降的关系,并根据肺气肿进展或严重程度在参与者亚组之间进行比较。使用对数秩检验比较直径增加的空洞体积阈值对应的总体生存率。结果 在108名参与者(平均年龄63.4岁±6.7[标准差];104名男性)中,39人有肺气肿进展(基于低于-950 HU的低衰减区域[LAA-950]的变化是否超过3.7%)。原有空洞扩大与FEV₁更大幅度下降存在微弱关联(β = -0.25,P = 0.049)。与无肺气肿进展者相比,有肺气肿进展者的空洞体积百分比和直径增加的空洞百分比显著更高(分别为7.7%对1.9%和18.3%对6.2%;P均<0.001),大部分体积归因于新出现的空洞。患有严重疾病或肺气肿(FEV₁<50%或LAA-950≥14%)的参与者有更多直径增加的空洞(分别为5.1%对2.4%[P = 0.02]和6.7%对1.2%[P<0.001])和新出现的空洞(分别为3.8%对1.7%[P = 0.01]和4.7%对1.1%[P<0.001])。直径增加的空洞体积占比5%或更高的参与者总体生存率更差(对数秩P<0.001)。结论 肺气肿空洞追踪结果显示,直径增加的空洞体积更大与FEV₁变化、疾病进展和死亡率相关。©RSNA,2025。另见本期van Beek的社论。