A systematic review of blood biomarkers with individual participant data meta-analysis of matrix metalloproteinase-7 in idiopathic pulmonary fibrosis
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Published version
Author(s)
Khan, Fasihul A
Stewart, Iain
Saini, Gauri
Robinson, Karen A
Jenkins, R Gisli
Type
Journal Article
Abstract
Background Blood-derived biomarkers have been described extensively as potential prognostic markers in idiopathic pulmonary fibrosis (IPF), but studies have been limited by analyses using data-dependent thresholds, inconsistent adjustment for confounders and an array of end-points, thus often yielding ungeneralisable results. Meta-analysis of individual participant data (IPD) is a powerful tool to overcome these limitations. Through systematic review of blood-derived biomarkers, sufficient studies with measurements of matrix metalloproteinase (MMP)-7 were identified to facilitate standardised analyses of the prognostic potential of this biomarker in IPF.
Methods Electronic databases were searched on 12 November 2020 to identify prospective studies reporting outcomes in patients with untreated IPF, stratified according to at least one pre-specified biomarker, measured at either baseline, or change over 3 months. IPD were sought for studies investigating MMP-7 as a prognostic factor. The primary outcome was overall mortality according to standardised MMP-7 z-scores, with a secondary outcome of disease progression in 12 months, all adjusted for age, gender, smoking and baseline forced vital capacity.
Results IPD was available for nine studies out of 12 identified, reporting outcomes from 1664 participants. Baseline MMP-7 levels were associated with increased mortality risk (adjusted hazard ratio 1.23, 95% CI 1.03–1.48; I2=64.3%) and disease progression (adjusted OR 1.27, 95% CI 1.11–1.46; I2=5.9%). In limited studies, 3-month change in MMP-7 was not associated with outcomes.
Conclusion IPD meta-analysis demonstrated that greater baseline MMP-7 levels were independently associated with an increased risk of poor outcomes in patients with untreated IPF, while short-term changes did not reflect disease progression.
Methods Electronic databases were searched on 12 November 2020 to identify prospective studies reporting outcomes in patients with untreated IPF, stratified according to at least one pre-specified biomarker, measured at either baseline, or change over 3 months. IPD were sought for studies investigating MMP-7 as a prognostic factor. The primary outcome was overall mortality according to standardised MMP-7 z-scores, with a secondary outcome of disease progression in 12 months, all adjusted for age, gender, smoking and baseline forced vital capacity.
Results IPD was available for nine studies out of 12 identified, reporting outcomes from 1664 participants. Baseline MMP-7 levels were associated with increased mortality risk (adjusted hazard ratio 1.23, 95% CI 1.03–1.48; I2=64.3%) and disease progression (adjusted OR 1.27, 95% CI 1.11–1.46; I2=5.9%). In limited studies, 3-month change in MMP-7 was not associated with outcomes.
Conclusion IPD meta-analysis demonstrated that greater baseline MMP-7 levels were independently associated with an increased risk of poor outcomes in patients with untreated IPF, while short-term changes did not reflect disease progression.
Date Issued
2022-04-01
Date Acceptance
2021-08-21
Citation
European Respiratory Journal, 2022, 59 (4)
ISSN
0903-1936
Publisher
European Respiratory Society
Journal / Book Title
European Respiratory Journal
Volume
59
Issue
4
Copyright Statement
©The authors 2022.
http://creativecommons.org/licenses/by/4.0/
This version is distributed under the terms of the Creative Commons Attribution Licence 4.0.
http://creativecommons.org/licenses/by/4.0/
This version is distributed under the terms of the Creative Commons Attribution Licence 4.0.
License URL
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000810421500005&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Subjects
Science & Technology
Life Sciences & Biomedicine
Respiratory System
VITAL CAPACITY
PIRFENIDONE
SURVIVAL
TRIAL
SIGNATURE
MORTALITY
BIAS
IPD
Publication Status
Published
Article Number
ARTN 2101612