Diagnostic efficacy of visual subtypes and low attenuation area based on HRCT in the diagnosis of COPD

被引:18
作者
Zhu, Dan [1 ]
Qiao, Chen [1 ]
Dai, Huiling [2 ]
Hu, Yunqian [2 ]
Xi, Qian [1 ]
机构
[1] Tongji Univ, Shanghai East Hosp, Dept Radiol, Sch Med, 150 Jimo Rd, Shanghai 200120, Peoples R China
[2] Tongji Univ, Shanghai East Hosp, Dept Pulm & Crit Care Med, Sch Med, Shanghai, Peoples R China
关键词
Chronic obstructive pulmonary disease (COPD); Visual subtypes; Low attenuation area (LAA); High-resolution computed tomography (HRCT); Diagnostic efficacy; OBSTRUCTIVE PULMONARY-DISEASE; CT; EMPHYSEMA; SMOKERS; PROGRESSION;
D O I
10.1186/s12890-022-01875-6
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
100201 [内科学];
摘要
Background Chronic obstructive pulmonary disease (COPD) is a heterogeneous disease. Current gold standard criteria, pulmonary function tests (PFTs) may result in underdiagnosis of potential COPD patients. Therefore, we hypothesize that the combination of high-resolution computed tomography (HRCT) and clinical basic characteristics will enable the identification of more COPD patients. Methods A total of 284 patients with respiratory symptoms who were current or former smokers were included in the study, and were further divided into 5 groups of GOLD grade I-IV and non-COPD according to PFTs. All patients underwent inspiratory HRCT scanning and low attenuation area (LAA) was measured. Then they were divided into seven visual subtypes according to the Fleischner Society classification system. Non-parametric tests were used for exploring differences in basic characteristics and PFTs between different groups of enrolled patients and visual subtypes. Binary logistic regression was to find the influencing factors that affected the patients' outcome (non-COPD vs GOLD I-IV). The area under the receiver operating characteristic curve (AUC-ROC) was to explore the diagnostic efficacy of LAA, visual subtypes, and combined basic characteristics related to COPD for COPD diagnosis. Finally, based on the cut-off values of ROC analysis, exploring HRCT features in patients who do not meet the diagnostic criteria but clinically suspected COPD. Results With the worsening severity of COPD, the visual subtypes gradually progressed (p < 0.01). There was a significant difference in LAA between GOLD II-IV and non-COPD (p < 0.0001). The diagnostic efficacy of LAA, visual subtypes, and LAA combined with visual subtypes for COPD were 0.742, 0.682 and 0.730 respectively. The diagnostic efficacy increased to 0.923-0.943 when basic characteristics were added (all p < 0.001). Based on the cut-off value of ROC analysis, LAA greater than 5.6, worsening of visual subtypes, combined with positive basic characteristics can help identify some potential COPD patients. Conclusion The heterogeneous phenotype of COPD requires a combination of multiple evaluation methods. The diagnostic efficacy of combining LAA, visual subtypes, and basic characteristics achieves good consistency with current diagnostic criteria.
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页数:10
相关论文
共 30 条
[1]
Update on the Pathogenesis of Chronic Obstructive Pulmonary Disease [J].
Agusti, Alvar ;
Hogg, James C. .
NEW ENGLAND JOURNAL OF MEDICINE, 2019, 381 (13) :1248-1256
[2]
Spirometry is not enough to diagnose COPD in epidemiological studies: a follow-up study [J].
Andreeva, Elena ;
Pokhaznikova, Marina ;
Lebedev, Anatoly ;
Moiseeva, Irina ;
Kuznetsova, Olga ;
Degryse, Jean-Marie .
NPJ PRIMARY CARE RESPIRATORY MEDICINE, 2017, 27
[3]
Discriminative Accuracy of FEV1: FVC Thresholds for COPD-Related Hospitalization and Mortality [J].
Bhatt, Surya P. ;
Balte, Pallavi P. ;
Schwartz, Joseph E. ;
Cassano, Patricia A. ;
Couper, David ;
Jacobs, David R., Jr. ;
Kalhan, Ravi ;
O'Connor, George T. ;
Yende, Sachin ;
Sanders, Jason L. ;
Umans, Jason G. ;
Dransfield, Mark T. ;
Chaves, Paulo H. ;
White, Wendy B. ;
Oelsner, Elizabeth C. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2019, 321 (24) :2438-2447
[4]
Brusasco V, 2014, COMPR PHYSIOL, V4, P1, DOI [10.1002/j.2040-4603.2014.tb00539.x, 10.1002/cphy.c110037]
[5]
Do COPD subtypes really exist? COPD heterogeneity and clustering in 10 independent cohorts [J].
Castaldi, Peter J. ;
Benet, Marta ;
Petersen, Hans ;
Rafaels, Nicholas ;
Finigan, James ;
Paoletti, Matteo ;
Boezen, H. Marike ;
Vonk, Judith M. ;
Bowler, Russell ;
Pistolesi, Massimo ;
Puhan, Milo A. ;
Anto, Josep ;
Wauters, Els ;
Lambrechts, Diether ;
Janssens, Wim ;
Bigazzi, Francesca ;
Camiciottoli, Gianna ;
Cho, Michael H. ;
Hersh, Craig P. ;
Barnes, Kathleen ;
Rennard, Stephen ;
Boorgula, Meher Preethi ;
Dy, Jennifer ;
Hansel, Nadia N. ;
Crapo, James D. ;
Tesfaigzi, Yohannes ;
Agusti, Alvar ;
Silverman, Edwin K. ;
Garcia-Aymerich, Judith .
THORAX, 2017, 72 (11) :998-1006
[6]
CT densitometry in emphysema: a systematic review of its clinical utility [J].
Crossley, Diana ;
Renton, Mary ;
Khan, Muhammad ;
Low, Emma V. ;
Turner, Alice M. .
INTERNATIONAL JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE, 2018, 13 :547-563
[7]
Fleischner Society Visual Emphysema CT Patterns Help Predict Progression of Emphysema in Current and Former Smokers: Results from the COPDGene Study [J].
El Kaddouri, Bilal ;
Strand, Matthew J. ;
Baraghoshi, David ;
Humphries, Stephen M. ;
Charbonnier, Jean-Paul ;
van Rikxoort, Eva M. ;
Lynch, David A. .
RADIOLOGY, 2021, 298 (02) :441-449
[8]
Quantitative CT analysis in patients with pulmonary emphysema: is lung function influenced by concomitant unspecific pulmonary fibrosis? [J].
Feldhaus, Felix W. ;
Theilig, Dorothea Cornelia ;
Hubner, Ralf-Harto ;
Kuhnigk, Jan-Martin ;
Neumann, Konrad ;
Doellinger, Felix .
INTERNATIONAL JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE, 2019, 14 :1583-1593
[9]
Gelb AF., 2021, COPD-J COPD FDN, V8, P124, DOI DOI 10.15326/JCOPDF.2020.0176
[10]
Disease Staging and Prognosis in Smokers Using Deep Learning in Chest Computed Tomography [J].
Gonzalez, German ;
Ash, Samuel Y. ;
Vegas-Sanchez-Ferrero, Gonzalo ;
Onieva, Jorge Onieva ;
Rahaghi, Farbod N. ;
Ross, James C. ;
Diaz, Alejandro ;
Estepar, Raul San Jose ;
Washko, George R. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2018, 197 (02) :193-203