Identification of a molecular signature in human type 1 diabetes mellitus using serum and functional genomics

被引:90
作者
Wang, Xujing [1 ,2 ,4 ]
Jia, Shuang [1 ,4 ]
Geoffrey, Rhonda [1 ,4 ]
Alemzadeh, Ramin [3 ]
Ghosh, Soumitra [1 ,2 ,4 ]
Hessner, Martin J. [1 ,2 ,4 ]
机构
[1] Med Coll Wisconsin, Dept Pediat, Max McGee Natl Res Ctr Juvenile Diabet, Milwaukee, WI 53226 USA
[2] Med Coll Wisconsin, Human Mol Genet Ctr, Milwaukee, WI 53226 USA
[3] Med Coll Wisconsin, Childrens Hosp Wisconsin, Ctr Diabet, Milwaukee, WI 53226 USA
[4] Med Coll Wisconsin, Childrens Hosp Wisconsin, Childrens Res Inst, Milwaukee, WI 53226 USA
关键词
D O I
10.4049/jimmunol.180.3.1929
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Understanding active proinflammatory mechanisms at and before type 1 diabetes mellitus (T1DM) onset is hindered in humans, given that the relevant tissues are inaccessible and pancreatic immune responses are difficult to measure in the periphery by traditional approaches. Therefore, we investigated the use of a sensitive and comprehensive genomics strategy to investigate the presence of proinflammatory factors in serum. The sera of recent onset diabetes patients (n = 15, 12 possessing and 3 lacking islet cell autoantibodies), long-standing diabetes patients (n = 12), "at risk" siblings of diabetes patients (n = 9), and healthy controls (n = 12) were used to induce gene expression in unrelated, healthy PBMC. After culture, gene expression was measured with microarrays and normalized expression data were subjected to hierarchical clustering and multidimensional scaling. All recent onset sera induced an expression signature (192 UniGenes; fold change: > 1.5, p < 0.01; false discovery rate: < 0.01) that included IL-1 cytokine family members and chemokines involved in monocyte/macrophage and neutrophil chemotaxis, as well as numerous receptors and signaling molecules. This molecular signature was not induced with the sera of healthy controls or long standing diabetes patients, where longitudinal analysis of "at risk" siblings (n = 3) before and after onset support the hypothesis that the signature emerges years before onset. This study supports prior investigations of serum that reflect disease processes associated with progression to T1DM. Identification of unique inflammatory mediators may improve disease prediction beyond current islet autoantibodies. Furthermore, proinflammatory serum markers may be used as inclusion criteria or endpoint measures in clinical trials aimed at preventing T1DM.
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页码:1929 / 1937
页数:9
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