Evaluation of host serum protein biomarkers of tuberculosis in sub-Saharan Africa
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Published version
Author(s)
Type
Journal Article
Abstract
Accurate and affordable point-of-care diagnostics for tuberculosis (TB) are needed. Host serum protein signatures have been derived for use in primary care settings, however validation of these in secondary care settings is lacking. We evaluated serum protein biomarkers discovered in primary care cohorts from Africa reapplied to patients from secondary care. In this nested case-control study, concentrations of 22 proteins were quantified in sera from 292 patients from Malawi and South Africa who presented predominantly to secondary care. Recruitment was based upon intention of local clinicians to test for TB. The case definition for TB was culture positivity for Mycobacterium tuberculosis; and for other diseases (OD) a confirmed alternative diagnosis. Equal numbers of TB and OD patients were selected. Within each group, there were equal numbers with and without HIV and from each site. Patients were split into training and test sets for biosignature discovery. A nine-protein signature to distinguish TB from OD was discovered comprising fibrinogen, alpha-2-macroglobulin, CRP, MMP-9, transthyretin, complement factor H, IFN-gamma, IP-10, and TNF-alpha. This signature had an area under the receiver operating characteristic curve in the training set of 90% (95% CI 86–95%), and, after adjusting the cut-off for increased sensitivity, a sensitivity and specificity in the test set of 92% (95% CI 80–98%) and 71% (95% CI 56–84%), respectively. The best single biomarker was complement factor H [area under the receiver operating characteristic curve 70% (95% CI 64–76%)]. Biosignatures consisting of host serum proteins may function as point-of-care screening tests for TB in African hospitals. Complement factor H is identified as a new biomarker for such signatures.
Editor(s)
Samten, Buka
Date Issued
2021-02-25
Date Acceptance
2021-01-27
Citation
Frontiers in Immunology, 2021, 12, pp.1-12
ISSN
1664-3224
Publisher
Frontiers Media SA
Start Page
1
End Page
12
Journal / Book Title
Frontiers in Immunology
Volume
12
Copyright Statement
© 2021 Morris, Hoggart, Chegou, Kidd, Oni, Goliath, Wilkinson, Dockrell, Sichali, Banda, Crampin, French, Walzl, Levin, Wilkinson and Hamilton. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
License URL
Sponsor
Wellcome Trust
Wellcome Trust
Royal College of Physicians
European and Developing Countries Clinical Trial Partnership
European and Developing Countries Clinical Trials Partnership
Wellcome Trust
Identifier
https://www.frontiersin.org/articles/10.3389/fimmu.2021.639174/full
Grant Number
070840/Z/03/Z
104803/Z/14/Z
n/a
SRIA2015-1065
SRIA2015-1065
WDAI_P83556
Subjects
Africa
HIV
biomarker
diagnosis
protein
serum
tuberculosis
1107 Immunology
1108 Medical Microbiology
Publication Status
Published online
Coverage Spatial
United Kingdom
Article Number
639174
Date Publish Online
2021-02-25