High-throughput mass spectrometry maps the sepsis plasma proteome and differences in patient response

被引:16
作者
Mi, Yuxin [1 ,12 ]
Burnham, Katie L. [1 ,2 ]
Charles, Philip D. [3 ]
Heilig, Raphael [3 ,13 ]
Vendrell, Iolanda [3 ,4 ]
Whalley, Justin [1 ,14 ]
Torrance, Hew D. [5 ]
Antcliffe, David B. [5 ,6 ]
May, Shaun M. [7 ]
Neville, Matt J. [8 ,9 ]
Berridge, Georgina [3 ]
Hutton, Paula [10 ]
Geoghegan, Cyndi G. [1 ]
Radhakrishnan, Jayachandran [1 ]
Nesvizhskii, Alexey I. [11 ]
Yu, Fengchao [11 ]
Davenport, Emma E. [1 ,2 ]
McKechnie, Stuart [10 ]
Davies, Roger [5 ]
O'Callaghan, David J. P. [5 ,6 ]
Patel, Parind [6 ]
del Arroyo, Ana G. [7 ]
Karpe, Fredrik [8 ,9 ]
Gordon, Anthony C. [5 ,6 ]
Ackland, Gareth L. [7 ]
Hinds, Charles J. [7 ]
Fischer, Roman [3 ,4 ]
Knight, Julian C. [1 ,2 ,4 ,9 ]
机构
[1] Univ Oxford, Wellcome Ctr Human Genet, Nuffield Dept Med, Oxford OX3 7BN, England
[2] Wellcome Sanger Inst, Wellcome Genome Campus, Cambridge CB10 1SA, England
[3] Univ Oxford, Target Discovery Inst, Nuffield Dept Med, Oxford OX3 7FZ, England
[4] Univ Oxford, Chinese Acad Med Sci Oxford Inst, Oxford, England
[5] Imperial Coll, Div Anaesthet Pain Med & Intens Care, London SW7 2AZ, England
[6] Imperial Coll Healthcare NHS Trust, Dept Crit Care, London W2 1NY, England
[7] Queen Mary Univ London, William Harvey Res Inst, Translat Med & Therapeut, London EC1M 6BQ, England
[8] Univ Oxford, Oxford Ctr Diabet Endocrinol & Metab, Oxford OX3 7LE, England
[9] NIHR Oxford Biomed Res Ctr, Oxford OX3 9DU, England
[10] Oxford Univ Hosp NHS Fdn Trust, Oxford OX3 7JX, England
[11] Univ Michigan, Dept Pathol, Ann Arbor, MI 48109 USA
[12] Univ Sci & Technol Beijing, Beijing 100083, Peoples R China
[13] German Canc Res Ctr, Div Prote Stem Cells & Canc, Neuenheimer Feld 581, D-69120 Heidelberg, Germany
[14] Rosalind Franklin Univ Med & Sci, Chicago Med Sch, Ctr Canc Cell Biol Immunol & Infect, N Chicago, IL 60064 USA
基金
英国惠康基金; 美国国家卫生研究院; 英国医学研究理事会;
关键词
FECAL PERITONITIS; STATISTICAL-MODEL; SEPTIC SHOCK; PNEUMONIA; DEFINITIONS; DISCOVERY; SOFTWARE; PROTEINS; WORKFLOW; OUTCOMES;
D O I
10.1126/scitranslmed.adh0185
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Sepsis, the dysregulated host response to infection causing life-threatening organ dysfunction, is a global health challenge requiring better understanding of pathophysiology and new therapeutic approaches. Here, we applied high-throughput tandem mass spectrometry to delineate the plasma proteome for sepsis and comparator groups (noninfected critical illness, postoperative inflammation, and healthy volunteers) involving 2612 samples (from 1611 patients) and 4553 liquid chromatography-mass spectrometry analyses acquired through a single batch of continuous measurements, with a throughput of 100 samples per day. We show how this scale of data can delineate proteins, pathways, and coexpression modules in sepsis and be integrated with paired leukocyte transcriptomic data (837 samples from n = 649 patients). We mapped the plasma proteomic landscape of the host response in sepsis, including changes over time, and identified features relating to etiology, clinical phenotypes (including organ failures), and severity. This work reveals subphenotypes informative for sepsis response state, disease processes, and outcome; identifies potential biomarkers; and advances opportunities for a precision medicine approach to sepsis.
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页数:18
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