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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...

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Autores principales: 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
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
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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.
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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
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