Natural variation of macrophage activation as disease-relevant phenotype predictive of inflammation and cancer survival

被引:96
作者
Buscher, Konrad [1 ]
Ehinger, Erik [1 ]
Gupta, Pritha [2 ,3 ,4 ]
Pramod, Akula Bala [1 ]
Wolf, Dennis [1 ]
Tweet, George [1 ]
Pan, Calvin [2 ,3 ,4 ]
Mills, Charles D. [5 ]
Lusis, Aldons J. [2 ,3 ,4 ]
Ley, Klaus [1 ]
机构
[1] La Jolla Inst Allergy & Immunol, Div Inflammat Biol, La Jolla, CA 92037 USA
[2] Univ Calif Los Angeles, Dept Med, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
[4] Univ Calif Los Angeles, Dept Microbiol Immunol & Mol Genet, Los Angeles, CA 90095 USA
[5] BioMed Consultants, Marine St Croix, MN 55047 USA
关键词
GENETIC-VARIATION; SYSTEMS GENETICS; MOUSE; POLARIZATION; DIVERSITY; BIOLOGY; SUSCEPTIBILITY; ASSOCIATION; DISSECTION; METABOLISM;
D O I
10.1038/ncomms16041
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Although mouse models exist for many immune-based diseases, the clinical translation remains challenging. Most basic and translational studies utilize only a single inbred mouse strain. However, basal and diseased immune states in humans show vast inter-individual variability. Here, focusing on macrophage responses to lipopolysaccharide (LPS), we use the hybrid mouse diversity panel (HMDP) of 83 inbred strains as a surrogate for human natural immune variation. Since conventional bioinformatics fail to analyse a population spectrum, we highlight how gene signatures for LPS responsiveness can be derived based on an Interleukin-12 beta and arginase expression ratio. Compared to published signatures, these gene markers are more robust to identify susceptibility or resilience to several macrophage-related disorders in humans, including survival prediction across many tumours. This study highlights natural activation diversity as a disease-relevant dimension in macrophage biology, and suggests the HMDP as a viable tool to increase translatability of mouse data to clinical settings.
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页数:10
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