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Published in: BMC Pulmonary Medicine 1/2021

Open Access 01-12-2021 | Idiopathic Pulmonary Fibrosis | Research

Risk assessment in interstitial lung disease: the incremental prognostic value of cardiopulmonary ultrasound

Authors: Wei-wei Zhu, Hong Li, Yi-dan Li, Lanlan Sun, Lingyun Kong, Xiaoguang Ye, Qizhe Cai, Xiu-zhang Lv

Published in: BMC Pulmonary Medicine | Issue 1/2021

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Abstract

Background

The mortality risk of chronic interstitial lung disease (ILD) is currently assessed using the ILD-GAP score. The present study evaluates whether the addition of cardiopulmonary ultrasound parameters to the ILD-GAP score can further improve the predictive value of ILD-GAP.

Methods

Medical records from 91 patients with ILD hospitalized from June 2015 to March 2016 were retrospectively examined. The Lung ultrasound (LUS) score, right ventricular (RV) function, and mechanics were obtained from the cardiopulmonary ultrasound. The ILD-GAP score was calculated from demographic characteristics and pulmonary function parameters. Patients were followed up with until May 2020. The primary endpoint was all-cause death.

Results

After exclusions, 74 patients with ILD were included in the analysis. During the follow-up period, 36 patients with ILD survived (ILDs), and 38 patients died (ILDd). Compared to ILDs, the ILDd cases exhibited a higher number of B-lines, LUS score, and RV end-diastolic base dimension (RVD), but lower RV function. In multivariate analysis, the ILD-GAP score (hazard ratio, 2.88; 95% CI 1.38–5.99, P = 0.005), LUS score (hazard ratio 1.13; 95% CI 1.04–1.24, P = 0.006), and RVD (hazard ratio 1.09, 95% CI 1.03–1.16, P = 0.004) were significantly related to the risk of death. Adding the LUS score and RVD to the ILD-GAP score significantly improved the predictive value compared to the ILD-GAP score alone (C statistics 0.90 vs 0.76, P = 0.018).

Conclusion

We investigated the utility of a new prognostic model for ILD that includes both cardiopulmonary ultrasound parameters (LUS score and RVD) and the ILD-GAP score. This model better reflects the severity of pulmonary fibrosis and cardiac involvement, and has incremental predictive value over the ILD-GAP score alone.
Literature
1.
go back to reference Wallis A, Spinks K. The diagnosis and management of interstitial lung diseases. BMJ. 2015;350:h2072.CrossRef Wallis A, Spinks K. The diagnosis and management of interstitial lung diseases. BMJ. 2015;350:h2072.CrossRef
2.
go back to reference Ryerson CJ, Vittinghoff E, Ley B, Lee JS, Mooney JJ, Jones KD, Elicker BM, Wolters PJ, Koth LL, King TE Jr, Collard HR. Predicting survival across chronic interstitial lung disease: the ILD-GAP model. Chest. 2014;145:723–8.CrossRef Ryerson CJ, Vittinghoff E, Ley B, Lee JS, Mooney JJ, Jones KD, Elicker BM, Wolters PJ, Koth LL, King TE Jr, Collard HR. Predicting survival across chronic interstitial lung disease: the ILD-GAP model. Chest. 2014;145:723–8.CrossRef
3.
go back to reference Travis WD, Costabel U, Hansell DM, King TE Jr, Lynch DA, Nicholson AG, Ryerson CJ, Ryu JH, Selman M, Wells AU, et al. An official American Thoracic Society/European Respiratory Society statement: update of the international multidisciplinary classification of the idiopathic interstitial pneumonias. Am J Respir Crit Care Med. 2013;188:733–48.CrossRef Travis WD, Costabel U, Hansell DM, King TE Jr, Lynch DA, Nicholson AG, Ryerson CJ, Ryu JH, Selman M, Wells AU, et al. An official American Thoracic Society/European Respiratory Society statement: update of the international multidisciplinary classification of the idiopathic interstitial pneumonias. Am J Respir Crit Care Med. 2013;188:733–48.CrossRef
4.
go back to reference Sperandeo M, Varriale A, Sperandeo G, Filabozzi P, Piattelli ML, Carnevale V, Decuzzi M, Vendemiale G. Transthoracic ultrasound in the evaluation of pulmonary fibrosis: our experience. Ultrasound Med Biol. 2009;35:723–9.CrossRef Sperandeo M, Varriale A, Sperandeo G, Filabozzi P, Piattelli ML, Carnevale V, Decuzzi M, Vendemiale G. Transthoracic ultrasound in the evaluation of pulmonary fibrosis: our experience. Ultrasound Med Biol. 2009;35:723–9.CrossRef
5.
go back to reference Volpicelli G, Elbarbary M, Blaivas M, Lichtenstein DA, Mathis G, Kirkpatrick AW, Melniker L, Gargani L, Noble VE, Via G, et al. International evidence-based recommendations for point-of-care lung ultrasound. Intensive Care Med. 2012;38:577–91.CrossRef Volpicelli G, Elbarbary M, Blaivas M, Lichtenstein DA, Mathis G, Kirkpatrick AW, Melniker L, Gargani L, Noble VE, Via G, et al. International evidence-based recommendations for point-of-care lung ultrasound. Intensive Care Med. 2012;38:577–91.CrossRef
6.
go back to reference Hasan AA, Makhlouf HA. B-lines: transthoracic chest ultrasound signs useful in assessment of interstitial lung diseases. Ann Thorac Med. 2014;9:99–103.CrossRef Hasan AA, Makhlouf HA. B-lines: transthoracic chest ultrasound signs useful in assessment of interstitial lung diseases. Ann Thorac Med. 2014;9:99–103.CrossRef
7.
go back to reference Pinal-Fernandez I, Pallisa-Nunez E, Selva-O’Callaghan A, Castella-Fierro E, Simeon-Aznar CP, Fonollosa-Pla V, Vilardell-Tarres M. Pleural irregularity, a new ultrasound sign for the study of interstitial lung disease in systemic sclerosis and antisynthetase syndrome. Clin Exp Rheumatol. 2015;33:S136-141.PubMed Pinal-Fernandez I, Pallisa-Nunez E, Selva-O’Callaghan A, Castella-Fierro E, Simeon-Aznar CP, Fonollosa-Pla V, Vilardell-Tarres M. Pleural irregularity, a new ultrasound sign for the study of interstitial lung disease in systemic sclerosis and antisynthetase syndrome. Clin Exp Rheumatol. 2015;33:S136-141.PubMed
8.
go back to reference Tardella M, Gutierrez M, Salaffi F, Carotti M, Ariani A, Bertolazzi C, Filippucci E, Grassi W. Ultrasound in the assessment of pulmonary fibrosis in connective tissue disorders: correlation with high-resolution computed tomography. J Rheumatol. 2012;39:1641–7.CrossRef Tardella M, Gutierrez M, Salaffi F, Carotti M, Ariani A, Bertolazzi C, Filippucci E, Grassi W. Ultrasound in the assessment of pulmonary fibrosis in connective tissue disorders: correlation with high-resolution computed tomography. J Rheumatol. 2012;39:1641–7.CrossRef
9.
go back to reference Vizioli L, Ciccarese F, Forti P, Chiesa AM, Giovagnoli M, Mughetti M, Zompatori M, Zoli M. Integrated use of lung ultrasound and chest X-ray in the detection of interstitial lung disease. Respiration. 2017;93:15–22.CrossRef Vizioli L, Ciccarese F, Forti P, Chiesa AM, Giovagnoli M, Mughetti M, Zompatori M, Zoli M. Integrated use of lung ultrasound and chest X-ray in the detection of interstitial lung disease. Respiration. 2017;93:15–22.CrossRef
10.
go back to reference Buda N, Piskunowicz M, Porzezinska M, Kosiak W, Zdrojewski Z. Lung ultrasonography in the evaluation of interstitial lung disease in systemic connective tissue diseases: criteria and severity of pulmonary fibrosis—analysis of 52 patients. Ultraschall Med. 2016;37:379–85.PubMed Buda N, Piskunowicz M, Porzezinska M, Kosiak W, Zdrojewski Z. Lung ultrasonography in the evaluation of interstitial lung disease in systemic connective tissue diseases: criteria and severity of pulmonary fibrosis—analysis of 52 patients. Ultraschall Med. 2016;37:379–85.PubMed
11.
go back to reference Zhu WW, Li YD, Li H, Lu XZ, Kong LY, Ye XG, Cai QZ, Sun LL, Jiang W, Wang L. Integrative cardiopulmonary ultrasound for interstitial lung disease assessment: correlation between lung ultrasound performance and cardiac involvement. Ultrasound Med Biol. 2017;43:744–52.CrossRef Zhu WW, Li YD, Li H, Lu XZ, Kong LY, Ye XG, Cai QZ, Sun LL, Jiang W, Wang L. Integrative cardiopulmonary ultrasound for interstitial lung disease assessment: correlation between lung ultrasound performance and cardiac involvement. Ultrasound Med Biol. 2017;43:744–52.CrossRef
12.
go back to reference Price S, Platz E, Cullen L, Tavazzi G, Christ M, Cowie MR, Maisel AS, Masip J, Miro O, McMurray JJ, et al. Expert consensus document: echocardiography and lung ultrasonography for the assessment and management of acute heart failure. Nat Rev Cardiol. 2017;14:427–40.CrossRef Price S, Platz E, Cullen L, Tavazzi G, Christ M, Cowie MR, Maisel AS, Masip J, Miro O, McMurray JJ, et al. Expert consensus document: echocardiography and lung ultrasonography for the assessment and management of acute heart failure. Nat Rev Cardiol. 2017;14:427–40.CrossRef
13.
go back to reference Andersen CU, Mellemkjaer S, Hilberg O, Nielsen-Kudsk JE, Simonsen U, Bendstrup E. Pulmonary hypertension in interstitial lung disease: prevalence, prognosis and 6 min walk test. Respir Med. 2012;106:875–82.CrossRef Andersen CU, Mellemkjaer S, Hilberg O, Nielsen-Kudsk JE, Simonsen U, Bendstrup E. Pulmonary hypertension in interstitial lung disease: prevalence, prognosis and 6 min walk test. Respir Med. 2012;106:875–82.CrossRef
14.
go back to reference Huston JH, Maron BA, French J, Huang S, Thayer T, Farber-Eger EH, Wells QS, Choudhary G, Hemnes AR, Brittain EL. Association of mild echocardiographic pulmonary hypertension with mortality and right ventricular function. JAMA Cardiol. 2019;4:1112–21.CrossRef Huston JH, Maron BA, French J, Huang S, Thayer T, Farber-Eger EH, Wells QS, Choudhary G, Hemnes AR, Brittain EL. Association of mild echocardiographic pulmonary hypertension with mortality and right ventricular function. JAMA Cardiol. 2019;4:1112–21.CrossRef
15.
go back to reference American Thoracic S, European Respiratory S: American Thoracic Society/European Respiratory Society International Multidisciplinary Consensus Classification of the Idiopathic Interstitial Pneumonias. This joint statement of the American Thoracic Society (ATS), and the European Respiratory Society (ERS) was adopted by the ATS board of directors, June 2001 and by the ERS Executive Committee, June 2001. Am J Respir Crit Care Med 2002, 165:277–304. American Thoracic S, European Respiratory S: American Thoracic Society/European Respiratory Society International Multidisciplinary Consensus Classification of the Idiopathic Interstitial Pneumonias. This joint statement of the American Thoracic Society (ATS), and the European Respiratory Society (ERS) was adopted by the ATS board of directors, June 2001 and by the ERS Executive Committee, June 2001. Am J Respir Crit Care Med 2002, 165:277–304.
16.
go back to reference Lang RM, Badano LP, Mor-Avi V, Afilalo J, Armstrong A, Ernande L, Flachskampf FA, Foster E, Goldstein SA, Kuznetsova T, et al. Recommendations for cardiac chamber quantification by echocardiography in adults: an update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging. Eur Heart J Cardiovasc Imaging. 2015;16:233–70.CrossRef Lang RM, Badano LP, Mor-Avi V, Afilalo J, Armstrong A, Ernande L, Flachskampf FA, Foster E, Goldstein SA, Kuznetsova T, et al. Recommendations for cardiac chamber quantification by echocardiography in adults: an update from the American Society of Echocardiography and the European Association of Cardiovascular Imaging. Eur Heart J Cardiovasc Imaging. 2015;16:233–70.CrossRef
17.
go back to reference Caminati A, Cassandro R, Harari S. Pulmonary hypertension in chronic interstitial lung diseases. Eur Respir Rev. 2013;22(129):292–301.CrossRef Caminati A, Cassandro R, Harari S. Pulmonary hypertension in chronic interstitial lung diseases. Eur Respir Rev. 2013;22(129):292–301.CrossRef
18.
go back to reference Jarman ER, Khambata VS, Yun Ye L, Cheung K, Thomas M, Duggan N, Jarai G. A translational preclinical model of interstitial pulmonary fibrosis and pulmonary hypertension: mechanistic pathways driving disease pathophysiology. Physiol Rep. 2014;2:e12133.CrossRef Jarman ER, Khambata VS, Yun Ye L, Cheung K, Thomas M, Duggan N, Jarai G. A translational preclinical model of interstitial pulmonary fibrosis and pulmonary hypertension: mechanistic pathways driving disease pathophysiology. Physiol Rep. 2014;2:e12133.CrossRef
19.
go back to reference Chin KM, Kim NH, Rubin LJ. The right ventricle in pulmonary hypertension. Coron Artery Dis. 2005;16:13–8.CrossRef Chin KM, Kim NH, Rubin LJ. The right ventricle in pulmonary hypertension. Coron Artery Dis. 2005;16:13–8.CrossRef
20.
go back to reference Rivera-Lebron BN, Forfia PR, Kreider M, Lee JC, Holmes JH, Kawut SM. Echocardiographic and hemodynamic predictors of mortality in idiopathic pulmonary fibrosis. Chest. 2013;144:564–70.CrossRef Rivera-Lebron BN, Forfia PR, Kreider M, Lee JC, Holmes JH, Kawut SM. Echocardiographic and hemodynamic predictors of mortality in idiopathic pulmonary fibrosis. Chest. 2013;144:564–70.CrossRef
21.
go back to reference Sano H, Tanaka H, Motoji Y, Fukuda Y, Sawa T, Mochizuki Y, Ryo K, Matsumoto K, Emoto N, Hirata K. Right ventricular function and right-heart echocardiographic response to therapy predict long-term outcome in patients with pulmonary hypertension. Can J Cardiol. 2015;31:529–36.CrossRef Sano H, Tanaka H, Motoji Y, Fukuda Y, Sawa T, Mochizuki Y, Ryo K, Matsumoto K, Emoto N, Hirata K. Right ventricular function and right-heart echocardiographic response to therapy predict long-term outcome in patients with pulmonary hypertension. Can J Cardiol. 2015;31:529–36.CrossRef
22.
go back to reference D’Andrea A, Stanziola A, Di Palma E, Martino M, D’Alto M, Dellegrottaglie S, Cocchia R, Riegler L, Betancourt Cordido MV, Lanza M, et al. Right ventricular structure and function in idiopathic pulmonary fibrosis with or without pulmonary hypertension. Echocardiography. 2016;33:57–65.CrossRef D’Andrea A, Stanziola A, Di Palma E, Martino M, D’Alto M, Dellegrottaglie S, Cocchia R, Riegler L, Betancourt Cordido MV, Lanza M, et al. Right ventricular structure and function in idiopathic pulmonary fibrosis with or without pulmonary hypertension. Echocardiography. 2016;33:57–65.CrossRef
23.
go back to reference Bax S, Jacob J, Ahmed R, Bredy C, Dimopoulos K, Kempny A, Kokosi M, Kier G, Renzoni E, Molyneaux PL, et al. Right ventricular to left ventricular ratio at CT pulmonary angiogram predicts mortality in interstitial lung disease. Chest. 2020;157:89–98.CrossRef Bax S, Jacob J, Ahmed R, Bredy C, Dimopoulos K, Kempny A, Kokosi M, Kier G, Renzoni E, Molyneaux PL, et al. Right ventricular to left ventricular ratio at CT pulmonary angiogram predicts mortality in interstitial lung disease. Chest. 2020;157:89–98.CrossRef
24.
go back to reference Haddad F, Hunt SA, Rosenthal DN, Murphy DJ. Right ventricular function in cardiovascular disease, part I: anatomy, physiology, aging, and functional assessment of the right ventricle. Circulation. 2008;117:1436–48.CrossRef Haddad F, Hunt SA, Rosenthal DN, Murphy DJ. Right ventricular function in cardiovascular disease, part I: anatomy, physiology, aging, and functional assessment of the right ventricle. Circulation. 2008;117:1436–48.CrossRef
25.
go back to reference Moazedi-Fuerst FC, Kielhauser S, Brickmann K, Tripolt N, Meilinger M, Lufti A, Graninger W. Sonographic assessment of interstitial lung disease in patients with rheumatoid arthritis, systemic sclerosis and systemic lupus erythematosus. Clin Exp Rheumatol. 2015;33:S87-91.PubMed Moazedi-Fuerst FC, Kielhauser S, Brickmann K, Tripolt N, Meilinger M, Lufti A, Graninger W. Sonographic assessment of interstitial lung disease in patients with rheumatoid arthritis, systemic sclerosis and systemic lupus erythematosus. Clin Exp Rheumatol. 2015;33:S87-91.PubMed
26.
go back to reference Travis WD, Matsui K, Moss J, Ferrans VJ. Idiopathic nonspecific interstitial pneumonia: prognostic significance of cellular and fibrosing patterns: survival comparison with usual interstitial pneumonia and desquamative interstitial pneumonia. Am J Surg Pathol. 2000;24:19–33.CrossRef Travis WD, Matsui K, Moss J, Ferrans VJ. Idiopathic nonspecific interstitial pneumonia: prognostic significance of cellular and fibrosing patterns: survival comparison with usual interstitial pneumonia and desquamative interstitial pneumonia. Am J Surg Pathol. 2000;24:19–33.CrossRef
27.
go back to reference Zhu W, Yidan L, Hong L, Lyu X. Assessment of the correIation between the severity of interstitial lung disease and clinical parameters by cardiopulmonary ultrasound performance. Chin J Ultrason. 2017;26:569–75. Zhu W, Yidan L, Hong L, Lyu X. Assessment of the correIation between the severity of interstitial lung disease and clinical parameters by cardiopulmonary ultrasound performance. Chin J Ultrason. 2017;26:569–75.
28.
go back to reference Gargani L, Bruni C, Romei C, Frumento P, Moreo A, Agoston G, Guiducci S, Bellando-Randone S, Lepri G, Belloli L, et al. Prognostic value of lung ultrasound B-lines in systemic sclerosis. Chest. 2020;158:1515–25.CrossRef Gargani L, Bruni C, Romei C, Frumento P, Moreo A, Agoston G, Guiducci S, Bellando-Randone S, Lepri G, Belloli L, et al. Prognostic value of lung ultrasound B-lines in systemic sclerosis. Chest. 2020;158:1515–25.CrossRef
29.
go back to reference Wells AU, Antoniou KM. The prognostic value of the GAP model in chronic interstitial lung disease: the quest for a staging system. Chest. 2014;145:672–4.CrossRef Wells AU, Antoniou KM. The prognostic value of the GAP model in chronic interstitial lung disease: the quest for a staging system. Chest. 2014;145:672–4.CrossRef
30.
go back to reference Torrisi SE, Ley B, Kreuter M, Wijsenbeek M, Vittinghoff E, Collard HR, Vancheri C. The added value of comorbidities in predicting survival in idiopathic pulmonary fibrosis: a multicentre observational study. Eur Respir J. 2019;53(3):1801587.CrossRef Torrisi SE, Ley B, Kreuter M, Wijsenbeek M, Vittinghoff E, Collard HR, Vancheri C. The added value of comorbidities in predicting survival in idiopathic pulmonary fibrosis: a multicentre observational study. Eur Respir J. 2019;53(3):1801587.CrossRef
Metadata
Title
Risk assessment in interstitial lung disease: the incremental prognostic value of cardiopulmonary ultrasound
Authors
Wei-wei Zhu
Hong Li
Yi-dan Li
Lanlan Sun
Lingyun Kong
Xiaoguang Ye
Qizhe Cai
Xiu-zhang Lv
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Pulmonary Medicine / Issue 1/2021
Electronic ISSN: 1471-2466
DOI
https://doi.org/10.1186/s12890-021-01606-3

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