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Integrated plasma proteomics identifies tuberculosis-specific diagnostic biomarkers

生物标志物 蛋白质组学 结核分枝杆菌 大流行 生物标志物发现 免疫学 肺结核 计算生物学 内科学 医学 传染病(医学专业) 2019年冠状病毒病(COVID-19) 疾病 病理 生物 遗传学 基因
作者
Hannah F. Schiff,Naomi F. Walker,César Ugarte‐Gil,Marc Tebruegge,Antigoni Manousopoulou,Spiros D. Garbis,Salah Mansour,Pak Ho Wong,Gabrielle Rockett,Paolo Piazza,Mahesan Niranjan,Andrés F. Vallejo,Christopher H. Woelk,Robert J. Wilkinson,Liku B. Tezera,Diana J. Garay‐Baquero,Paul Elkington
出处
期刊:JCI insight [American Society for Clinical Investigation]
被引量:13
标识
DOI:10.1172/jci.insight.173273
摘要

BACKGROUNDNovel 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.METHODSWe 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.RESULTSTB-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.CONCLUSIONThis 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.FUNDINGMedical 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.
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