ISSN 1004-4140
CN 11-3017/P
WANG K, JI H Y, HUANG X Q, et al. Diagnostic Efficacy of Quantitative Computed Tomography in CTD-ILA/ILD[J]. CT Theory and Applications, xxxx, x(x): 1-9. DOI: 10.15953/j.ctta.2025.034. (in Chinese).
Citation: WANG K, JI H Y, HUANG X Q, et al. Diagnostic Efficacy of Quantitative Computed Tomography in CTD-ILA/ILD[J]. CT Theory and Applications, xxxx, x(x): 1-9. DOI: 10.15953/j.ctta.2025.034. (in Chinese).

Diagnostic Efficacy of Quantitative Computed Tomography in CTD-ILA/ILD

More Information
  • Received Date: January 30, 2025
  • Revised Date: March 20, 2025
  • Accepted Date: March 23, 2025
  • Available Online: April 05, 2025
  • Objective: The aim of this study is to evaluate the diagnostic efficacy of quantitative computed tomography (CT) in differentiating between connective tissue disease-associated interstitial lung abnormalities (CTD-ILA) and connective tissue disease-associated interstitial lung disease (CTD-ILD), as well as to establish a screening protocol for connective tissue disease (CTD) patients based on quantitative CT. Methods: A total of 140 patients with CTD-ILD, 33 patients with CTD-ILA, and 109 healthy controls were enrolled. Quantitative indices were obtained using the 3D-Slicer software. Results: Significant differences in quantitative CT indices are observed among the groups (p < 0.05). ROC analysis shows that the F%, GGO%, SD, and kurtosis are sensitive indicators for differentiating the control group from those with CTD-ILA/ILD. Notably, the best SD is demonstrated in the early diagnosis of both the CTD-ILA (AUC = 0.862) and CTD-ILD (AUC = 0.923) groups. Further distinguishing between CTD-ILA and CTD-ILD shows the strong discriminatory ability of the SD (AUC = 0.649) and F% (AUC = 0.617). Multivariable stepwise logistic regression analysis shows that F%, GGO%, SD, and kurtosis are statistically significant in differentiating the control group from the CTD-ILA/ILD groups (p < 0.05). Conclusion: Quantitative CT is promising for the early diagnosis of CTD-ILA/ILD. Establishing a CTD screening protocol based on quantitative CT can facilitate precise patient management.

  • [1]
    TOMASSETTI S, POLETTI V, RAVAGLIA C, et al. Incidental discovery of interstitial lung disease: diagnostic approach, surveillance and perspectives[J]. European Respiratory Review, 2022, 31(164): 210206. DOI: 10.1183/16000617.0206-2021.
    [2]
    HATABU H, HUNNINGHAKE G M, RICHELDI L, et al. Interstitial lung abnormalities detected incidentally on CT: Position Paper from the Fleischner Society[J]. The Lancet Respiratory Medicine, 2020, 8(7): 726-737. DOI: 10.1016/S2213-2600(20)30168-5.
    [3]
    GARCíA MULLOR M M, ARENAS-JIMéNEZ J J, UREñA VACAS A, et al. Prevalence and prognostic meaning of interstitial lung abnormalities in remote CT scans of patients with interstitial lung disease treated with antifibrotic therapy[J]. Radiología (English Edition), 2024, 66: S10-S23. DOI: 10.1016/j.rxeng.2023.03.006.
    [4]
    SEOK J, PARK S, YOON E C, et al. Clinical outcomes of interstitial lung abnormalities: A systematic review and meta-analysis[J/OL]. Scientific Reports, 2024, 14(1): 7330. DOI: 10.1038/s41598-024-57831-3.
    [5]
    AXELSSON G T, PUTMAN R K, ASPELUND T, et al. The associations of interstitial lung abnormalities with cancer diagnoses and mortality[J]. European Respiratory Journal, 2020, 56(6): 1902154. DOI: 10.1183/13993003.02154-2019.
    [6]
    DONG H, JULIEN P J, DEMORUELLE M K, et al. Interstitial lung abnormalities in patients with early rheumatoid arthritis: A pilot study evaluating prevalence and progression[J]. European Journal of Rheumatology, 2018, 6(4): 193-198. DOI: 10.5152/eurjrheum.2019.19044.
    [7]
    JEE A S, SHEEHY R, HOPKINS P, et al. Diagnosis and management of connective tissue disease‐associated interstitial lung disease in Australia and New Zealand: A position statement from the Thoracic Society of Australia and New Zealand[J]. Respirology, 2021, 26(1): 23-51. DOI: 10.1111/resp.13977.
    [8]
    HU Z, WANG H, HUANG J, et al. Cardiovascular disease in connective tissue disease-associated interstitial lung disease: A systematic review and meta-analysis of observational studies[J]. Autoimmunity Reviews, 2024, 23(10): 103614. DOI: 10.1016/j.autrev.2024.103614.
    [9]
    JEGANATHAN N, SATHANANTHAN M. Connective tissue disease-related interstitial lung disease: prevalence, patterns, predictors, prognosis, and treatment[J]. Lung, 2020, 198(5): 735-759. DOI: 10.1007/s00408-020-00383-w.
    [10]
    SPAGNOLO P, RYERSON C J, PUTMAN R, et al. Early diagnosis of fibrotic interstitial lung disease: Challenges and opportunities[J]. The Lancet Respiratory Medicine, 2021, 9(9): 1065-1076. DOI: 10.1016/S2213-2600(21)00017-5.
    [11]
    PRITCHARD D, ADEGUNSOYE A, LAFOND E, et al. Diagnostic test interpretation and referral delay in patients with interstitial lung disease[J]. Respiratory Research, 2019, 20(1): 253. DOI: 10.1186/s12931-019-1228-2.
    [12]
    CANO-JIMéNEZ E, VáZQUEZ RODRíGUEZ T, MARTíN-ROBLES I, et al. Diagnostic delay of associated interstitial lung disease increases mortality in rheumatoid arthritis[J]. Scientific Reports, 2021, 11(1): 9184. DOI: 10.1038/s41598-021-88734-2.
    [13]
    PETNAK T, LERTJITBANJONG P, THONGPRAYOON C, et al. Impact of antifibrotic therapy on mortality and acute exacerbation in idiopathic pulmonary fibrosis[J]. Chest, 2021, 160(5): 1751-1763. DOI: 10.1016/j.chest.2021.06.049.
    [14]
    GHAZIPURA M, MAMMEN M J, HERMAN D D, et al. Nintedanib in progressive pulmonary fibrosis: A systematic review and meta-analysis[J]. Annals of the American Thoracic Society, 2022, 19(6): 1040-1049. DOI: 10.1513/AnnalsATS.202103-343OC.
    [15]
    DUBEY S, WOODHEAD F. Survival differences in rheumatoid arthritis interstitial lung disease and idiopathic pulmonary fibrosis may be explained by delays in presentation: results from multivariate analysis in a monocentric UK study[J]. Rheumatology International, 2023, 44(1): 99-105. DOI: 10.1007/s00296-023-05505-0.
    [16]
    HEWITT R J, BARTLETT E C, GANATRA R, et al. Lung cancer screening provides an opportunity for early diagnosis and treatment of interstitial lung disease[J]. Thorax, 2022, 77(11): 1149-1151. DOI: 10.1136/thorax-2022-219068.
    [17]
    GUIOT J, MIEDEMA J, CORDEIRO A, et al. Practical guidance for the early recognition and follow-up of patients with connective tissue disease-related interstitial lung disease[J]. Autoimmunity Reviews, 2024, 23(6): 103582. DOI: 10.1016/j.autrev.2024.103582.
    [18]
    KIM M S, CHOE J, HWANG H J, et al. Interstitial lung abnormalities (ILA) on routine chest CT: Comparison of radiologists’ visual evaluation and automated quantification[J]. European Journal of Radiology, 2022, 157: 110564. DOI: 10.1016/j.ejrad.2022.110564.
    [19]
    CHAE K J, JIN G Y, GOO J M, et al. Interstitial lung abnormalities: What radiologists should know[J]. Korean Journal of Radiology, 2021, 22(3): 454. DOI: 10.3348/kjr.2020.0191.
    [20]
    杜雯娟, 赵祥博, 赵海峰, 等. 肺间质异常CT研究进展[J]. 生物医学工程与临床, 2025, 29(1): 129-133. DOI: 10.13339/j.cnki.sglc.20241220.009.
    [21]
    ALETAHA D, NEOGI T, SILMAN A J, et al. 2010 Rheumatoid arthritis classification criteria: an American College of Rheumatology/European League Against Rheumatism collaborative initiative[J]. Annals of the Rheumatic Diseases, 2010, 69(9): 1580-1588. DOI: 10.1136/ard.2010.138461.
    [22]
    VAN DEN HOOGEN F, KHANNA D, FRANSEN J, et al. 2013 classification criteria for systemic sclerosis: an American college of rheumatology/European league against rheumatism collaborative initiative[J]. Annals of the Rheumatic Diseases, 2013, 72(11): 1747-1755. DOI: 10.1136/annrheumdis-2013-204424.
    [23]
    LUNDBERG I E, TJäRNLUND A, BOTTAI M, et al. 2017 European League Against Rheumatism/American College of Rheumatology Classification Criteria for Adult and Juvenile Idiopathic Inflammatory Myopathies and Their Major Subgroups[J]. Arthritis & Rheumatology, 2017, 69(12): 2271-2282. DOI: 10.1002/art.40320.
    [24]
    ARINGER M, COSTENBADER K, DAIKH D, et al. 2019 European League Against Rheumatism/American College of Rheumatology Classification Criteria for Systemic Lupus Erythematosus[J]. Arthritis & Rheumatology, 2019, 71(9): 1400-1412. DOI: 10.1002/art.40930.
    [25]
    SUPPIAH R, ROBSON J C, GRAYSON P C, et al. 2022 American College of Rheumatology/European Alliance of Associations for Rheumatology classification criteria for microscopic polyangiitis[J]. Annals of the Rheumatic Diseases, 2022, 81(3): 321-326. DOI: 10.1136/annrheumdis-2021-221796.
    [26]
    SHIBOSKI C H, SHIBOSKI S C, SEROR R, et al. 2016 American College of Rheumatology/European League Against Rheumatism Classification Criteria for Primary Sjögren’s Syndrome: A Consensus and Data‐Driven Methodology Involving Three International Patient Cohorts[J]. Arthritis & Rheumatology, 2017, 69(1): 35-45. DOI: 10.1002/art.39859.
    [27]
    TANAKA Y, KUWANA M, FUJII T, et al. 2019 Diagnostic criteria for mixed connective tissue disease (MCTD): From the Japan research committee of the ministry of health, labor, and welfare for systemic autoimmune diseases[J]. Modern Rheumatology, 2021, 31(1): 29-33. DOI: 10.1080/14397595.2019.1709944.
    [28]
    TRAVIS W D, COSTABEL U, HANSELL D M, et al. An Official American Thoracic Society/European Respiratory Society Statement: Update of the International Multidisciplinary Classification of the Idiopathic Interstitial Pneumonias[J]. American Journal of Respiratory and Critical Care Medicine, 2013, 188(6): 733-748. DOI: 10.1164/rccm.201308-1483ST.
    [29]
    WIJSENBEEK M, SUZUKI A, MAHER T M. Interstitial lung diseases[J]. The Lancet, 2022, 400(10354): 769-786. DOI: 10.1016/S0140-6736(22)01052-2.
    [30]
    FISCHER A, BOIS R DU. Interstitial lung disease in connective tissue disorders[J]. The Lancet, 2012, 380(9842): 689-698. DOI: 10.1016/S0140-6736(12)61079-4.
    [31]
    AHN Y, LEE S M, CHOI S, et al. Automated CT quantification of interstitial lung abnormality and interstitial lung disease according to the Fleischner Society in patients with resectable lung cancer: prognostic significance[J]. European Radiology, 2023, 33(11): 8251-8262. DOI: 10.1007/s00330-023-09783-x.
    [32]
    杨凯, 张静平, 何立宇, 等. 基于定量CT评估多发性肌炎/皮肌炎相关间质性肺病患者肺部改变[J]. 中国临床医学影像杂志, 2024, 35(10): 694-699.

    YANG K, ZHANG J P, HE L Y, et al. Evaluation of pulmonary changes in patients with polymyositis/dermatomyositis-associated interstitial lung disease based on quantitative CT[J]. Journal of China Clinic Medical Imaging, 2024, 35(10): 694-699. (in Chinese).
    [33]
    ZHANG H, LI X, ZHANG X, et al. Quantitative CT analysis of idiopathic pulmonary fibrosis and correlation with lung function study[J]. BMC Pulmonary Medicine, 2024, 24(1): 437. DOI: 10.1186/s12890-024-03254-9.
    [34]
    JOHANNSON K A, CHAUDHURI N, ADEGUNSOYE A, et al. Treatment of fibrotic interstitial lung disease: current approaches and future directions[J]. The Lancet, 2021, 398(10309): 1450-1460. DOI: 10.1016/S0140-6736(21)01826-2.
    [35]
    马震忠, 盛亚丹, 杨凯, 等. 皮肌炎/多发性肌炎相关间质性肺病高分辨率CT特征[J]. CT理论与应用研究(中英文), 2024, 33(4): 497-502. DOI: 10.15953/j.ctta.2023.131.

    MA Z Z, SHENG Y D, YANG K, et al. HRCT features of dermatomyositis-/polymyositis- associated interstitial lung disease[J]. CT Theory and Applications, 2024, 33(4): 497-502. DOI: 10.15953/j.ctta.2023.131.
    [36]
    徐光兴, 俞咏梅 徐亮, 等. 皮肌炎/多发性肌炎并发间质性肺病的CT定量分析与肺功能的相关性研究[J]. 放射学实践, 2023, 38(5): 565-570.

    XU G X, YU Y M, XU L, et al. Correlation between CT quantitative analysis and pulmonary function of interstitial lung disease in derma-tomyositis/polymyositis[J]. Radiologic Practice, 2023, 38(5): 565-570. (in Chinese).
    [37]
    JEGANATHAN N, SATHANANTHAN M. Connective tissue disease-related interstitial lung disease: Prevalence, patterns, predictors, prognosis, and treatment[J]. Lung, 2020, 198(5): 735-759. DOI: 10.1007/s00408-020-00383-w.
    [38]
    GUISADO-VASCO P, SILVA M, DUARTE-MILLÁN M A, 等. Quantitative assessment of interstitial lung disease in Sjögren’s syndrome[J]. PLoS ONE, 2019, 14(11): e0224772. DOI: 10.1371/journal.pone.0224772.
    [39]
    UFUK F, DEMIRCI M, ALTINISIK G. Quantitative computed tomography assessment for systemic sclerosis–related interstitial lung disease: comparison of different methods[J]. European Radiology, 2020, 30(8): 4369-4380. DOI: 10.1007/s00330-020-06772-2.
    [40]
    UFUK F, DEMIRCI M, ALTINISIK G, et al. Quantitative analysis of Sjogren’s syndrome related interstitial lung disease with different methods[J]. European Journal of Radiology, 2020, 128: 109030. DOI: 10.1016/j.ejrad.2020.109030.
    [41]
    ALEVIZOS M K, DANOFF S K, PAPPAS D A, et al. Assessing predictors of rheumatoid arthritis-associated interstitial lung disease using quantitative lung densitometry[J]. Rheumatology, 2022, 61(7): 2792-2804. DOI: 10.1093/rheumatology/keab828.
    [42]
    CHOI B, KAWUT S M, RAGHU G, et al. Regional distribution of high-attenuation areas on chest computed tomography in the multi-ethnic Study of atherosclerosis[J/OL]. ERJ Open Research, 2020, 6(1). [2024-10-16]. https://openres.ersjournals.com/content/6/1/00115-2019. DOI: 10.1183/23120541.00115-2019.
    [43]
    HASAN D, IMAM H, MEGALLY H, et al. The qualitative and quantitative high-resolution computed tomography in the evaluation of interstitial lung diseases[J]. Egyptian Journal of Radiology and Nuclear Medicine, 2020, 51(1): 135. DOI: 10.1186/s43055-020-00254-7.
    [44]
    SHIRAISHI Y, TANABE N, SAKAMOTO R, et al. Longitudinal assessment of interstitial lung abnormalities on CT in patients with COPD using artificial intelligence-based segmentation: a prospective observational study[J]. BMC Pulmonary Medicine, 2024, 24(1): 200. DOI: 10.1186/s12890-024-03002-z.
  • Related Articles

    [1]GAO Hui, ZHANG Jing, ZHANG Kai, LIU Yongbin, CHEN Huai. Research Progresses of CT in Interstitial Lung Abnormalities[J]. CT Theory and Applications. DOI: 10.15953/j.ctta.2025.006
    [2]MA Zhenzhong, SHENG Yadan, YANG Kai, HE Liyu, HAN Tingting, TONG Jiayin, ZHANG Jingping, JIN Chenwang. HRCT Features of Dermatomyositis-/Polymyositis- Associated Interstitial Lung Disease[J]. CT Theory and Applications, 2024, 33(4): 497-502. DOI: 10.15953/j.ctta.2023.131
    [3]WANG Xionghui, PAN Juan, NIU Yuan, SHEN Min, YIN Weiling, LI Jianlong, HUANG Xiaoqi, GUO Youmin. The Research Value of Biphasic Registration Quantitative Computed Tomography Emphysema Index in the Evaluation of Mild to Moderate COPD[J]. CT Theory and Applications, 2024, 33(2): 189-196. DOI: 10.15953/j.ctta.2022.189
    [4]HUANG Guo, JIANG Beibei, JIE Xueqian, LU Huiliang, GAO Xiaolong. Establishment of a Diagnostic Model for Lung Adenocarcinoma with Invasive Tendency by CT and Laboratory Indexes[J]. CT Theory and Applications, 2021, 30(1): 81-90. DOI: 10.15953/j.1004-4140.2021.30.01.08
    [5]SUN Zhihong, LV Xiuyan, LIU Jinliang. Predictive Value of Quantitative CT Detection of Pi10 in Treatment Response of COPD Patients[J]. CT Theory and Applications, 2020, 29(6): 726-732. DOI: 10.15953/j.1004-4140.2020.29.06.11
    [6]WANG Gang, XIE Haofeng, ZHENG Xiaolin, FANG Xuewen, YU Fenfen, YUAN Huanchu, DU Heqin, ZOU Yujian. The Initial Study of Clinical and CT Diagnostic Characteristics about Corona Virus Disease 2019: Case Review in Dongguan[J]. CT Theory and Applications, 2020, 29(4): 407-415. DOI: 10.15953/j.1004-4140.2020.29.04.03
    [7]SHI Liping, ZHANG Yaping, XIE Xueqian, JIANG Beibei, CHEN An. Quantitative Feature Change of Pulmonary Subsolid Nodule on CT Image to Determine Its Invasiveness[J]. CT Theory and Applications, 2019, 28(5): 541-548. DOI: 10.15953/j.1004-4140.2019.28.05.03
    [8]LIU Li-wei, ZHANG Long-jiang, QIAN Bin. 3D CT Value Analysis of Ground Glass Shadow and Coelentereous Growth in Stage Ⅰ Invasive Lung Adenocarcinoma[J]. CT Theory and Applications, 2018, 27(1): 115-121. DOI: 10.15953/j.1004-4140.2018.27.01.15
    [9]YU Hua-yan. The Value of CT Imaging Spectroscopy Quantitative Analysis in the Differential Diagnosis of Peripheral Lung Cancer and Pneumonia Mass[J]. CT Theory and Applications, 2016, 25(2): 135-140. DOI: 10.15953/j.1004-4140.2016.25.02.02
    [10]XIA Ting-ting, GUAN Yu-bao, LI Jing-xu, WAN Qi, ZHOU Jia-xuan, LI Hong, SUN Shen-shen, KANG Yan. Small Airway Parameters of Chronic Obstructive Pulmonary Disease: Correlation between Quantitative CT and Pulmonary Functional Tests[J]. CT Theory and Applications, 2014, 23(4): 591-599.

Catalog

    Article views (6) PDF downloads (2) Cited by()
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return