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Zheng Q, Otahal P, Cox IA, de Graaff B, Campbell JA, Ahmad H, Walters EH, Palmer AJ. The influence of immortal time bias in observational studies examining associations of antifibrotic therapy with survival in idiopathic pulmonary fibrosis: A simulation study. Front Med (Lausanne) 2023; 10:1157706. [PMID: 37113607 PMCID: PMC10126672 DOI: 10.3389/fmed.2023.1157706] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 03/27/2023] [Indexed: 04/29/2023] Open
Abstract
Background Immortal time bias (ITB) has been overlooked in idiopathic pulmonary fibrosis (IPF). We aimed to identify the presence of ITB in observational studies examining associations between antifibrotic therapy and survival in patients with IPF and illustrate how ITB may affect effect size estimates of those associations. Methods Immortal time bias was identified in observational studies using the ITB Study Assessment Checklist. We used a simulation study to illustrate how ITB may affect effect size estimates of antifibrotic therapy on survival in patients with IPF based on four statistical techniques including time-fixed, exclusion, time-dependent and landmark methods. Results Of the 16 included IPF studies, ITB was detected in 14 studies, while there were insufficient data for assessment in two others. Our simulation study showed that use of time-fixed [hazard ratio (HR) 0.55, 95% confidence interval (CI) 0.47-0.64] and exclusion methods (HR 0.79, 95% CI 0.67-0.92) overestimated the effectiveness of antifibrotic therapy on survival in simulated subjects with IPF, in comparison of the time-dependent method (HR 0.93, 95% CI 0.79-1.09). The influence of ITB was mitigated using the 1 year landmark method (HR 0.69, 95% CI 0.58-0.81), compared to the time-fixed method. Conclusion The effectiveness of antifibrotic therapy on survival in IPF can be overestimated in observational studies, if ITB is mishandled. This study adds to the evidence for addressing the influence of ITB in IPF and provides several recommendations to minimize ITB. Identifying the presence of ITB should be routinely considered in future IPF studies, with the time-dependent method being an optimal approach to minimize ITB.
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Affiliation(s)
- Qiang Zheng
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- NHMRC Centre of Research Excellence for Pulmonary Fibrosis, Camperdown, NSW, Australia
- Department of Anaesthesiology (High–Tech Branch), First Affiliated Hospital of Anhui Medical University, Hefei, Anhui, China
| | - Petr Otahal
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Ingrid A. Cox
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- NHMRC Centre of Research Excellence for Pulmonary Fibrosis, Camperdown, NSW, Australia
| | - Barbara de Graaff
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- NHMRC Centre of Research Excellence for Pulmonary Fibrosis, Camperdown, NSW, Australia
| | - Julie A. Campbell
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
| | - Hasnat Ahmad
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- Australian Government Department of Health and Aged Care, Tasmania (TAS) Office, Hobart, TAS, Australia
| | - E. Haydn Walters
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- NHMRC Centre of Research Excellence for Pulmonary Fibrosis, Camperdown, NSW, Australia
- School of Medicine, University of Tasmania, Hobart, TAS, Australia
| | - Andrew J. Palmer
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS, Australia
- NHMRC Centre of Research Excellence for Pulmonary Fibrosis, Camperdown, NSW, Australia
- *Correspondence: Andrew J. Palmer,
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Manzetti GM, Hosein K, Cecchini MJ, Kwan K, Abdelrazek M, Zompatori M, Rogliani P, Mura M. Validation of the risk stratification score in idiopathic pulmonary fibrosis: study protocol of a prospective, multi-centre, observational, 3-year clinical trial. BMC Pulm Med 2021; 21:396. [PMID: 34863146 PMCID: PMC8645123 DOI: 10.1186/s12890-021-01753-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 11/18/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Idiopathic pulmonary fibrosis (IPF) is characterized by a poor prognosis, with a progressive decline in lung function and considerable variability in the disease's natural history. Besides lung transplantation (LTx), the only available treatments are anti-fibrosing drugs, which have shown to slow down the disease course. Therefore, predicting the prognosis is of pivotal importance to avoid treatment delays, which may be fatal for patients with a high risk of progression. Previous studies showed that a multi-dimensional approach is practical and effective in the development of a reliable prognostic score for IPF. In the RIsk Stratification scorE (RISE), physiological parameters, an objective measure of patient-reported dyspnea and exercise capacity are combined to capture different domains of the complex pathophysiology of IPF. METHODS This is an observational, multi-centre, prospective cohort study, designed to reflect common clinical practice in IPF. A development cohort and a validation cohort will be included. Patients newly diagnosed with IPF based on the ATS/ERS criteria and multi-disciplinary discussion will be included in the study. A panel of chest radiologists and lung pathologists will further assess eligibility. At the first visit (time of diagnosis), and every 4-months, MRC dyspnea score, pulmonary function tests (FEV1, FVC and DLCO), and 6-min walking distance will be recorded. Patients will be prospectively followed for 3 years. Comorbidities will be considered. The radiographic extent of fibrosis on HRCT will be recalculated at a 2-year interval. RISE, Gender-Age-Physiology, CPI and Mortality Risk Scoring System will be calculated at 4-month intervals. Longitudinal changes of each variable considered will be assessed. The primary endpoint is 3-year LTx-free survival from the time of diagnosis. Secondary endpoints include several, clinically-relevant information to ensure reproducibility of results across a wide range of disease severity and in concomitance of associated pulmonary hypertension or emphysema. DISCUSSION The objective of this study is to validate RISE as a simple, straightforward, inexpensive and reproducible tool to guide clinical decision making in IPF, and potentially as an endpoint for future clinical trials. TRIAL REGISTRATION U.S National Library of Medicine Clinicaltrials.gov, trial n. NCT02632123 "Validation of the risk stratification score in idiopathic pulmonary fibrosis". Date of registration: December 16th, 2015.
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Affiliation(s)
- Gian Marco Manzetti
- Malattie Apparato Respiratorio, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Karishma Hosein
- Division of Respirology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Matthew J Cecchini
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | - Keith Kwan
- Department of Pathology and Laboratory Medicine, Western University, London, ON, Canada
| | | | - Maurizio Zompatori
- Radiologia, MultiMedica Group, I.R.C.C.S. San Giuseppe Hospital, Milan, Italy
| | - Paola Rogliani
- Malattie Apparato Respiratorio, Policlinico Tor Vergata, University of Rome "Tor Vergata", Rome, Italy
| | - Marco Mura
- Division of Respirology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada.
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Petnak T, Lertjitbanjong P, Thongprayoon C, Moua T. Impact of Antifibrotic Therapy on Mortality and Acute Exacerbation in Idiopathic Pulmonary Fibrosis: A Systematic Review and Meta-Analysis. Chest 2021; 160:1751-1763. [PMID: 34217681 DOI: 10.1016/j.chest.2021.06.049] [Citation(s) in RCA: 121] [Impact Index Per Article: 30.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 06/17/2021] [Accepted: 06/23/2021] [Indexed: 10/21/2022] Open
Abstract
BACKGROUND Idiopathic pulmonary fibrosis (IPF) is a progressive fibrosing interstitial lung disease associated with significant morbidity and mortality. Nintedanib and pirfenidone are two antifibrotic medications currently approved for slowing the rate of lung function decline in IPF, but data on treatment effect on mortality and risk of acute exacerbation (AE) remains limited or unknown. RESEARCH QUESTION Does antifibrotic treatment decrease risk of mortality and AE? STUDY DESIGN AND METHODS A comprehensive search of several databases, including Ovid MEDLINE(R), Ovid Embase, Ovid Cochrane Central Register of Controlled Trials, Ovid Cochrane Database of Systematic Reviews, and Scopus, was conducted. Studies were included if they were original articles comparing mortality or AE events in IPF patients with and without antifibrotic treatment. Relative risk (RR) with 95%CI was pooled using random-effects meta-analyses with inverse variance method, assessing two primary outcomes of all-cause mortality and AE risk. RESULTS A total of 12,956 patients across 26 studies (eight randomized controlled trials and 18 cohort studies) were included in the meta-analysis. Antifibrotic treatment was associated with decreased risk of all-cause mortality with a pooled RR of 0.55 (95% CI, 0.45-0.66) and I2 of 82%. This effect was consistent across additional subgroup analyses, including stratification by study type, risk of bias, duration of follow-up, and antifibrotic subtype. Antifibrotic treatment also reduced the risk of AE, with a pooled RR of 0.63 (95% CI, 0.53-0.76), and I2 of 0%. Effect on AE risk was consistent across subgroup analyses by study type and for nintedanib but not for pirfenidone. INTERPRETATION Antifibrotic treatment appears to reduce the risk of all-cause mortality and AE in IPF. Despite greater heterogeneity with pooled analysis, its effect was robust in subgroup analyses by study type, duration of follow-up, and antifibrotic subtype.
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Affiliation(s)
- Tananchai Petnak
- Division of Pulmonary and Pulmonary Critical Care Medicine, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Thailand; Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN
| | - Ploypin Lertjitbanjong
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Tennessee Health Science Center, Memphis, TN
| | | | - Teng Moua
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN.
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Khor YH, Ng Y, Barnes H, Goh NSL, McDonald CF, Holland AE. Prognosis of idiopathic pulmonary fibrosis without anti-fibrotic therapy: a systematic review. Eur Respir Rev 2020; 29:29/157/190158. [PMID: 32759374 PMCID: PMC9488716 DOI: 10.1183/16000617.0158-2019] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 02/04/2020] [Indexed: 01/17/2023] Open
Abstract
In addition to facilitating healthcare delivery planning, reliable information about prognosis is essential for treatment decisions in patients with idiopathic pulmonary fibrosis (IPF). This review aimed to evaluate the prognosis of patients with IPF without anti-fibrotic therapy. We included all cohort studies and the placebo arms of randomised controlled trials (RCTs) in IPF and follow-up of ≥12 months. Two reviewers independently evaluated studies for inclusion, assessed risk of bias and extracted data. A total of 154 cohort studies and 16 RCTs were included. The pooled proportions of mortality were 0.12 (95% CI 0.09–0.14) at 1–2 years, 0.38 (95% CI 0.34–0.42) between 2–5 years, and 0.69 (95% CI 0.59–0.78) at ≥5 years. The pooled mean overall survival was 4 years (95% CI 3.7–4.6) for studies with a follow-up duration of 10 years. At <2 years, forced vital capacity and diffusing capacity of the lung for carbon monoxide declined by a mean of 6.76% predicted (95% CI −8.92 −4.61) and 3% predicted (95% CI −5.14 −1.52), respectively. Although heterogeneity was high, subgroup analyses revealed lower pooled proportions of mortality at 1 year in the RCT participants (0.07 (95% CI 0.05–0.09)) versus cohort study participants (0.14 (95% CI 0.12–0.17)). This review provides comprehensive information on the prognosis of IPF, which can inform treatment discussions with patients and comparisons for future studies with new therapies. Without anti-fibrotic therapy, patients with IPF have a mortality rate of 31% at ≥5 years, and a mean overall survival of 4 years over 10 years of follow-uphttp://bit.ly/2SDiZSb
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Affiliation(s)
- Yet H Khor
- Dept of Respiratory and Sleep Medicine, Austin Health, Heidelberg, Australia .,Institute for Breathing and Sleep, Heidelberg, Australia.,School of Medicine, University of Melbourne, Melbourne, Australia.,Dept of Respiratory Medicine, Alfred Health, Melbourne, Australia
| | - Yvonne Ng
- Monash Lung and Sleep, Monash Health, Clayton, Australia
| | - Hayley Barnes
- Dept of Respiratory Medicine, Alfred Health, Melbourne, Australia
| | - Nicole S L Goh
- Dept of Respiratory and Sleep Medicine, Austin Health, Heidelberg, Australia.,Institute for Breathing and Sleep, Heidelberg, Australia.,School of Medicine, University of Melbourne, Melbourne, Australia.,Dept of Respiratory Medicine, Alfred Health, Melbourne, Australia
| | - Christine F McDonald
- Dept of Respiratory and Sleep Medicine, Austin Health, Heidelberg, Australia.,Institute for Breathing and Sleep, Heidelberg, Australia.,School of Medicine, University of Melbourne, Melbourne, Australia
| | - Anne E Holland
- Institute for Breathing and Sleep, Heidelberg, Australia.,Dept of Physiotherapy, Alfred Health and Monash University, Melbourne, Australia
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Hosein KS, Sergiacomi G, Zompatori M, Mura M. The CALIPER-Revised Version of the Composite Physiologic Index is a Better Predictor of Survival in IPF than the Original Version. Lung 2019; 198:169-172. [DOI: 10.1007/s00408-019-00295-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2019] [Accepted: 11/19/2019] [Indexed: 11/28/2022]
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Harari S, Caminati A, Confalonieri M, Poletti V, Vancheri C, Pesci A, Rogliani P, Luppi F, Agostini C, Rottoli P, Sanduzzi Zamparelli A, Sebastiani A, Della Porta R, Salton F, Messore B, Tomassetti S, Rosso R, Biffi A, Puxeddu E, Cerri S, Cinetto F, Refini RM, Bocchino M, Di Michele L, Specchia C, Albera C. The prognostic role of Gender-Age-Physiology system in idiopathic pulmonary fibrosis patients treated with pirfenidone. CLINICAL RESPIRATORY JOURNAL 2019; 13:166-173. [PMID: 30675755 DOI: 10.1111/crj.12999] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Revised: 01/05/2019] [Accepted: 01/15/2019] [Indexed: 12/21/2022]
Abstract
INTRODUCTION Gender, age, physiology (GAP) system have proven to be an easy tool for predicting disease stages and survival in idiopathic pulmonary fibrosis (IPF) patients. OBJECTIVE To validate mortality risk as determined by the GAP system in a real-life multicentre IPF population treated with pirfenidone. METHODS The study included patients who received pirfenidone for at least 6 months. The GAP calculator and the GAP index were determined. The primary outcome was all-cause mortality. The prognostic accuracy of the GAP system was evaluated with respect to calibration and discrimination. RESULTS AND CONCLUSION Sixty-eight IPF patients were enrolled in the study. The median follow-up was 2.4 years (range 0.1-7.4 years). A total of 22 deaths as first event (32%) and of 10 lung transplantation (15%) were recorded. The cumulative incidence of mortality at 1, 2 and 3 years was 10.4%, 22.4% and 38.4%, respectively. The differences between the predicted and observed mortality were not significant for the GAP index while the observed mortality become comparable to that predicted by the GAP calculator only in the third year of follow-up. The C-index for the GAP index was 0.74 (95% CI 0.57-0.93) while the C-statistic value for the GAP calculator was 0.77 (95% CI 0.59-0.95).
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Affiliation(s)
- Sergio Harari
- U.O. di Pneumologia e Terapia Semi-Intensiva Respiratoria - Servizio di Fisiopatologia Respiratoria ed Emodinamica Polmonare. Ospedale San Giuseppe - MultiMedica, IRCCS, Milano, Italy
| | - Antonella Caminati
- U.O. di Pneumologia e Terapia Semi-Intensiva Respiratoria - Servizio di Fisiopatologia Respiratoria ed Emodinamica Polmonare. Ospedale San Giuseppe - MultiMedica, IRCCS, Milano, Italy
| | - Marco Confalonieri
- Department of Pulmonology, University Hospital of Cattinara, Azienda Ospedaliero-Universitaria Ospedali Riuniti di Trieste, Trieste, Italy
| | - Venerino Poletti
- U.O. di Pneumologia Dipartimento dell'Apparato Respiratorio e del Torace, Ospedale G.P. Morgagni -L. Pierantoni, Forlì, Italy.,Department of Respiratory Diseases & Allergy, Aarhus University Hospital (DK), Aarthus, Denmark
| | - Carlo Vancheri
- Regional Referral Centre for Rare Lung Disease, University of Catania, A.O.U. Policlinico-Vittorio Emanuele, Catania, Italy
| | - Alberto Pesci
- Respiratory Unit, Department of Health Science, University of Milano Bicocca, AO San Gerardo, Monza, Italy
| | - Paola Rogliani
- Respiratory Unit Policlinico Tor Vergata, Department of "Systems Medicine, University of Rome "Tor Vergata", Roma, Italy
| | - Fabrizio Luppi
- Center for Rare Lung Diseases, University Hospital Policlinico di Modena, Modena, Italy
| | - Carlo Agostini
- Department of Medicine - DIMED, University of Padova, Padova, Italy
| | - Paola Rottoli
- Respiratory Diseases and Lung Transplant Unit, Department of Internal and Specialist Medicine, AOUS, Siena, Italy
| | - Alessandro Sanduzzi Zamparelli
- UOC II Pneumotisiologia, Scuola di specializzazione in malattie respiratorie Università degli Studi di Napoli Federico II A.O.R.N. Monaldi-Cotugno-CTO Piazzale Ettore Ruggieri, Napoli, Italy
| | - Alfredo Sebastiani
- UOS Interstiziopatie Polmonari Az Osp. S. Camillo-Forlanini, Roma, Italy
| | - Rossana Della Porta
- Department of Pulmonology, University Hospital of Cattinara, Azienda Ospedaliero-Universitaria Ospedali Riuniti di Trieste, Trieste, Italy
| | - Francesco Salton
- Department of Pulmonology, University Hospital of Cattinara, Azienda Ospedaliero-Universitaria Ospedali Riuniti di Trieste, Trieste, Italy
| | - Barbara Messore
- Department of Clinical and Biological Sciences, Interstitial and Rare Lung Disease Unit AOU San Luigi Gonzaga, Orbassano, University of Turin, Turin, Italy
| | - Sara Tomassetti
- U.O. di Pneumologia Dipartimento dell'Apparato Respiratorio e del Torace, Ospedale G.P. Morgagni -L. Pierantoni, Forlì, Italy
| | - Roberta Rosso
- Regional Referral Centre for Rare Lung Disease, University of Catania, A.O.U. Policlinico-Vittorio Emanuele, Catania, Italy
| | - Alice Biffi
- Respiratory Unit, Department of Health Science, University of Milano Bicocca, AO San Gerardo, Monza, Italy
| | - Ermanno Puxeddu
- Respiratory Unit Policlinico Tor Vergata, Department of "Systems Medicine, University of Rome "Tor Vergata", Roma, Italy
| | - Stefania Cerri
- Center for Rare Lung Diseases, University Hospital Policlinico di Modena, Modena, Italy
| | | | - Rosa Metella Refini
- Respiratory Diseases and Lung Transplant Unit, Department of Internal and Specialist Medicine, AOUS, Siena, Italy
| | - Marialuisa Bocchino
- UOC II Pneumotisiologia, Scuola di specializzazione in malattie respiratorie Università degli Studi di Napoli Federico II A.O.R.N. Monaldi-Cotugno-CTO Piazzale Ettore Ruggieri, Napoli, Italy
| | - Loreta Di Michele
- UOS Interstiziopatie Polmonari Az Osp. S. Camillo-Forlanini, Roma, Italy
| | - Claudia Specchia
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.,IRCCS MultiMedica, Milano, Italy
| | - Carlo Albera
- Department of Clinical and Biological Sciences, Interstitial and Rare Lung Disease Unit AOU San Luigi Gonzaga, Orbassano, University of Turin, Turin, Italy
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Multi-dimensional Assessment of IPF Across a Wide Range of Disease Severity. Lung 2018; 196:707-713. [DOI: 10.1007/s00408-018-0152-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 08/23/2018] [Indexed: 10/28/2022]
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