Cargando…
Comprehensive plasma proteomic profiling reveals biomarkers for active tuberculosis
BACKGROUND: Tuberculosis (TB) kills more people than any other infection, and new diagnostic tests to identify active cases are required. We aimed to discover and verify novel markers for TB in nondepleted plasma. METHODS: We applied an optimized quantitative proteomics discovery methodology based o...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society for Clinical Investigation
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7526553/ https://www.ncbi.nlm.nih.gov/pubmed/32780727 http://dx.doi.org/10.1172/jci.insight.137427 |
_version_ | 1783588898222374912 |
---|---|
author | Garay-Baquero, Diana J. White, Cory H. Walker, Naomi F. Tebruegge, Marc Schiff, Hannah F. Ugarte-Gil, Cesar Morris-Jones, Stephen Marshall, Ben G. Manousopoulou, Antigoni Adamson, John Vallejo, Andres F. Bielecka, Magdalena K. Wilkinson, Robert J. Tezera, Liku B. Woelk, Christopher H. Garbis, Spiros D. Elkington, Paul |
author_facet | Garay-Baquero, Diana J. White, Cory H. Walker, Naomi F. Tebruegge, Marc Schiff, Hannah F. Ugarte-Gil, Cesar Morris-Jones, Stephen Marshall, Ben G. Manousopoulou, Antigoni Adamson, John Vallejo, Andres F. Bielecka, Magdalena K. Wilkinson, Robert J. Tezera, Liku B. Woelk, Christopher H. Garbis, Spiros D. Elkington, Paul |
author_sort | Garay-Baquero, Diana J. |
collection | PubMed |
description | BACKGROUND: Tuberculosis (TB) kills more people than any other infection, and new diagnostic tests to identify active cases are required. We aimed to discover and verify novel markers for TB in nondepleted plasma. METHODS: We applied an optimized quantitative proteomics discovery methodology based on multidimensional and orthogonal liquid chromatographic separation combined with high-resolution mass spectrometry to study nondepleted plasma of 11 patients with active TB compared with 10 healthy controls. Prioritized candidates were verified in independent UK (n = 118) and South African cohorts (n = 203). RESULTS: We generated the most comprehensive TB plasma proteome to date, profiling 5022 proteins spanning 11 orders-of-magnitude concentration range with diverse biochemical and molecular properties. We analyzed the predominantly low–molecular weight subproteome, identifying 46 proteins with significantly increased and 90 with decreased abundance (peptide FDR ≤ 1%, q ≤ 0.05). Verification was performed for novel candidate biomarkers (CFHR5, ILF2) in 2 independent cohorts. Receiver operating characteristics analyses using a 5-protein panel (CFHR5, LRG1, CRP, LBP, and SAA1) exhibited discriminatory power in distinguishing TB from other respiratory diseases (AUC = 0.81). CONCLUSION: We report the most comprehensive TB plasma proteome to date, identifying novel markers with verification in 2 independent cohorts, leading to a 5-protein biosignature with potential to improve TB diagnosis. With further development, these biomarkers have potential as a diagnostic triage test. FUNDING: Colciencias, Medical Research Council, Innovate UK, NIHR, Academy of Medical Sciences, Program for Advanced Research Capacities for AIDS, Wellcome Centre for Infectious Diseases Research. |
format | Online Article Text |
id | pubmed-7526553 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | American Society for Clinical Investigation |
record_format | MEDLINE/PubMed |
spelling | pubmed-75265532020-10-05 Comprehensive plasma proteomic profiling reveals biomarkers for active tuberculosis Garay-Baquero, Diana J. White, Cory H. Walker, Naomi F. Tebruegge, Marc Schiff, Hannah F. Ugarte-Gil, Cesar Morris-Jones, Stephen Marshall, Ben G. Manousopoulou, Antigoni Adamson, John Vallejo, Andres F. Bielecka, Magdalena K. Wilkinson, Robert J. Tezera, Liku B. Woelk, Christopher H. Garbis, Spiros D. Elkington, Paul JCI Insight Clinical Medicine BACKGROUND: Tuberculosis (TB) kills more people than any other infection, and new diagnostic tests to identify active cases are required. We aimed to discover and verify novel markers for TB in nondepleted plasma. METHODS: We applied an optimized quantitative proteomics discovery methodology based on multidimensional and orthogonal liquid chromatographic separation combined with high-resolution mass spectrometry to study nondepleted plasma of 11 patients with active TB compared with 10 healthy controls. Prioritized candidates were verified in independent UK (n = 118) and South African cohorts (n = 203). RESULTS: We generated the most comprehensive TB plasma proteome to date, profiling 5022 proteins spanning 11 orders-of-magnitude concentration range with diverse biochemical and molecular properties. We analyzed the predominantly low–molecular weight subproteome, identifying 46 proteins with significantly increased and 90 with decreased abundance (peptide FDR ≤ 1%, q ≤ 0.05). Verification was performed for novel candidate biomarkers (CFHR5, ILF2) in 2 independent cohorts. Receiver operating characteristics analyses using a 5-protein panel (CFHR5, LRG1, CRP, LBP, and SAA1) exhibited discriminatory power in distinguishing TB from other respiratory diseases (AUC = 0.81). CONCLUSION: We report the most comprehensive TB plasma proteome to date, identifying novel markers with verification in 2 independent cohorts, leading to a 5-protein biosignature with potential to improve TB diagnosis. With further development, these biomarkers have potential as a diagnostic triage test. FUNDING: Colciencias, Medical Research Council, Innovate UK, NIHR, Academy of Medical Sciences, Program for Advanced Research Capacities for AIDS, Wellcome Centre for Infectious Diseases Research. American Society for Clinical Investigation 2020-09-17 /pmc/articles/PMC7526553/ /pubmed/32780727 http://dx.doi.org/10.1172/jci.insight.137427 Text en © 2020 Garay-Baquero et al. http://creativecommons.org/licenses/by/4.0/ This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Clinical Medicine Garay-Baquero, Diana J. White, Cory H. Walker, Naomi F. Tebruegge, Marc Schiff, Hannah F. Ugarte-Gil, Cesar Morris-Jones, Stephen Marshall, Ben G. Manousopoulou, Antigoni Adamson, John Vallejo, Andres F. Bielecka, Magdalena K. Wilkinson, Robert J. Tezera, Liku B. Woelk, Christopher H. Garbis, Spiros D. Elkington, Paul Comprehensive plasma proteomic profiling reveals biomarkers for active tuberculosis |
title | Comprehensive plasma proteomic profiling reveals biomarkers for active tuberculosis |
title_full | Comprehensive plasma proteomic profiling reveals biomarkers for active tuberculosis |
title_fullStr | Comprehensive plasma proteomic profiling reveals biomarkers for active tuberculosis |
title_full_unstemmed | Comprehensive plasma proteomic profiling reveals biomarkers for active tuberculosis |
title_short | Comprehensive plasma proteomic profiling reveals biomarkers for active tuberculosis |
title_sort | comprehensive plasma proteomic profiling reveals biomarkers for active tuberculosis |
topic | Clinical Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7526553/ https://www.ncbi.nlm.nih.gov/pubmed/32780727 http://dx.doi.org/10.1172/jci.insight.137427 |
work_keys_str_mv | AT garaybaquerodianaj comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT whitecoryh comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT walkernaomif comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT tebrueggemarc comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT schiffhannahf comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT ugartegilcesar comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT morrisjonesstephen comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT marshallbeng comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT manousopoulouantigoni comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT adamsonjohn comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT vallejoandresf comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT bieleckamagdalenak comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT wilkinsonrobertj comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT tezeralikub comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT woelkchristopherh comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT garbisspirosd comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis AT elkingtonpaul comprehensiveplasmaproteomicprofilingrevealsbiomarkersforactivetuberculosis |