Clinical recovery from surgery correlates with single-cell immune signatures

被引:245
|
作者
Gaudilliere, Brice [1 ,2 ]
Fragiadakis, Gabriela K. [2 ,3 ]
Bruggner, Robert V. [2 ,4 ]
Nicolau, Monica [2 ,5 ,6 ]
Finck, Rachel [2 ,3 ]
Tingle, Martha [1 ]
Silva, Julian [1 ]
Ganio, Edward A. [1 ]
Yeh, Christine G. [1 ]
Maloney, William J. [7 ]
Huddleston, James I. [7 ]
Goodman, Stuart B. [7 ]
Davis, Mark M. [3 ]
Bendall, Sean C. [2 ,3 ]
Fantl, Wendy J. [2 ,3 ,8 ]
Angst, Martin S. [1 ]
Nolan, Garry P. [2 ,3 ]
机构
[1] Stanford Univ, Sch Med, Dept Anesthesiol Perioperat & Pain Med, Stanford, CA 94305 USA
[2] Stanford Univ, Baxter Lab Stem Cell Biol, Stanford, CA 94305 USA
[3] Stanford Univ, Dept Microbiol & Immunol, Stanford, CA 94305 USA
[4] Stanford Univ, Biomed Informat Program, Stanford, CA 94305 USA
[5] Stanford Univ, Dept Math, Stanford, CA 94305 USA
[6] Stanford Univ, Ctr Canc Syst Biol, Stanford, CA 94305 USA
[7] Stanford Univ, Dept Orthoped Surg, Redwood City, CA 94063 USA
[8] Stanford Univ, Dept Obstet & Gynecol, Stanford, CA 94305 USA
关键词
NF-KAPPA-B; MASS CYTOMETRY; SEPTIC PATIENTS; EXPRESSION; STRESS; CONVALESCENCE; VALIDATION; PATHWAYS; OUTCOMES; SEPSIS;
D O I
10.1126/scitranslmed.3009701
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Delayed recovery from surgery causes personal suffering and substantial societal and economic costs. Whether immune mechanisms determine recovery after surgical trauma remains ill-defined. Single-cell mass cytometry was applied to serial whole-blood samples from 32 patients undergoing hip replacement to comprehensively characterize the phenotypic and functional immune response to surgical trauma. The simultaneous analysis of 14,000 phosphorylation events in precisely phenotyped immune cell subsets revealed uniform signaling responses among patients, demarcating a surgical immune signature. When regressed against clinical parameters of surgical recovery, including functional impairment and pain, strong correlations were found with STAT3 (signal transducer and activator of transcription), CREB (adenosine 3',5'-monophosphate response element-binding protein), and NF-kappa B (nuclear factor kappa B) signaling responses in subsets of CD14(+) monocytes (R = 0.7 to 0.8, false discovery rate <0.01). These sentinel results demonstrate the capacity of mass cytometry to survey the human immune system in a relevant clinical context. The mechanistically derived immune correlates point to diagnostic signatures, and potential therapeutic targets, that could postoperatively improve patient recovery.
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页数:12
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