TY - JOUR
T1 - Integrated plasma proteomics identifies tuberculosis-specific diagnostic biomarkers
AU - Schiff, Hannah F.
AU - Walker, Naomi F.
AU - Ugarte-Gil, Cesar
AU - Tebruegge, Marc
AU - Manousopoulou, Antigoni
AU - Garbis, Spiros D.
AU - Mansour, Salah
AU - Wong, Pak Ho
AU - Rockett, Gabrielle
AU - Piazza, Paolo
AU - Niranjan, Mahesan
AU - Vallejo, Andres F.
AU - Woelk, Christopher H.
AU - Wilkinson, Robert J.
AU - Tezera, Liku B.
AU - Garay-Baquero, Diana
AU - Elkington, Paul
N1 - Publisher Copyright:
Copyright: © 2024, Schiff et al.This is an open access article published under the terms of the Creative Commons Attribution 4.0 International License.
PY - 2024/4/22
Y1 - 2024/4/22
N2 - BACKGROUND.Novel biomarkers to identify infectious patients transmitting Mycobacterium tuberculosis are urgently needed to control the global tuberculosis (TB) pandemic.We hypothesized that proteins released into the plasma in active pulmonary TB are clinically useful biomarkers to distinguish TB cases from healthy individuals and patients with other respiratory infections.METHODS.We applied a highly sensitive non-depletion tandem mass spectrometry discovery approach to investigate plasma protein expression in pulmonary TB cases compared to healthy controls in South African and Peruvian cohorts.Bioinformatic analysis using linear modeling and network correlation analyses identified 118 differentially expressed proteins, significant through 3 complementary analytical pipelines.Candidate biomarkers were subsequently analyzed in 2 validation cohorts of differing ethnicity using antibody-based proximity extension assays.RESULTS.TB-specific host biomarkers were confirmed.A 6-protein diagnostic panel, comprising FETUB, FCGR3B, LRG1, SELL, CD14, and ADA2, differentiated patients with pulmonary TB from healthy controls and patients with other respiratory infections with high sensitivity and specificity in both cohorts.CONCLUSION.This biomarker panel exceeds the World Health Organization Target Product Profile specificity criteria for a triage test for TB.The new biomarkers have potential for further development as near-patient TB screening assays, thereby helping to close the case-detection gap that fuels the global pandemic.FUNDING.Medical Research Council (MRC) (MR/R001065/1, MR/S024220/1, MR/P023754/1, and MR/W025728/1); the MRC and the UK Foreign Commonwealth and Development Office; the UK National Institute for Health Research (NIHR); the Wellcome Trust (094000, 203135, and CC2112); Starter Grant for Clinical Lecturers (Academy of Medical Sciences UK); the British Infection Association; the Program for Advanced Research Capacities for AIDS in Peru at Universidad Peruana Cayetano Heredia (D43TW00976301) from the Fogarty International Center at the US NIH; the UK Technology Strategy Board/Innovate UK (101556); the Francis Crick Institute, which receives funding from UKRI-MRC (CC2112); Cancer Research UK (CC2112); and the NIHR Biomedical Research Centre of Imperial College NHS.
AB - BACKGROUND.Novel biomarkers to identify infectious patients transmitting Mycobacterium tuberculosis are urgently needed to control the global tuberculosis (TB) pandemic.We hypothesized that proteins released into the plasma in active pulmonary TB are clinically useful biomarkers to distinguish TB cases from healthy individuals and patients with other respiratory infections.METHODS.We applied a highly sensitive non-depletion tandem mass spectrometry discovery approach to investigate plasma protein expression in pulmonary TB cases compared to healthy controls in South African and Peruvian cohorts.Bioinformatic analysis using linear modeling and network correlation analyses identified 118 differentially expressed proteins, significant through 3 complementary analytical pipelines.Candidate biomarkers were subsequently analyzed in 2 validation cohorts of differing ethnicity using antibody-based proximity extension assays.RESULTS.TB-specific host biomarkers were confirmed.A 6-protein diagnostic panel, comprising FETUB, FCGR3B, LRG1, SELL, CD14, and ADA2, differentiated patients with pulmonary TB from healthy controls and patients with other respiratory infections with high sensitivity and specificity in both cohorts.CONCLUSION.This biomarker panel exceeds the World Health Organization Target Product Profile specificity criteria for a triage test for TB.The new biomarkers have potential for further development as near-patient TB screening assays, thereby helping to close the case-detection gap that fuels the global pandemic.FUNDING.Medical Research Council (MRC) (MR/R001065/1, MR/S024220/1, MR/P023754/1, and MR/W025728/1); the MRC and the UK Foreign Commonwealth and Development Office; the UK National Institute for Health Research (NIHR); the Wellcome Trust (094000, 203135, and CC2112); Starter Grant for Clinical Lecturers (Academy of Medical Sciences UK); the British Infection Association; the Program for Advanced Research Capacities for AIDS in Peru at Universidad Peruana Cayetano Heredia (D43TW00976301) from the Fogarty International Center at the US NIH; the UK Technology Strategy Board/Innovate UK (101556); the Francis Crick Institute, which receives funding from UKRI-MRC (CC2112); Cancer Research UK (CC2112); and the NIHR Biomedical Research Centre of Imperial College NHS.
KW - Adult
KW - Biomarkers/blood
KW - Case-Control Studies
KW - Female
KW - Humans
KW - Male
KW - Middle Aged
KW - Mycobacterium tuberculosis
KW - Peru/epidemiology
KW - Proteomics/methods
KW - Sensitivity and Specificity
KW - South Africa/epidemiology
KW - Tuberculosis, Pulmonary/diagnosis
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U2 - 10.1172/jci.insight.173273
DO - 10.1172/jci.insight.173273
M3 - Article
C2 - 38512356
AN - SCOPUS:85191102728
SN - 2379-3708
VL - 9
JO - JCI insight
JF - JCI insight
IS - 8
M1 - e173273
ER -