Deciphering the Transcriptomic Heterogeneity of Duodenal Coeliac Disease Biopsies

被引:11
|
作者
Wolf, Johannes [1 ,2 ]
Willscher, Edith [3 ]
Loeffler-Wirth, Henry [3 ]
Schmidt, Maria [3 ]
Flemming, Gunter [4 ]
Zurek, Marlen [5 ]
Uhlig, Holm H. [6 ]
Handel, Norman [5 ]
Binder, Hans [3 ]
机构
[1] Hosp St Georg Leipzig, Dept Lab Med, D-04129 Leipzig, Germany
[2] Hosp St Georg Leipzig, Jeffrey Modell Diagnost & Res Ctr Primary Immunod, Immuno Deficiency Ctr Leipzig IDCL, D-04129 Leipzig, Germany
[3] Univ Leipzig, Interdisciplinary Ctr Bioinformat, IZBI, Hartelstr 16-18, D-04107 Leipzig, Germany
[4] Univ Hosp Children & Adolescents, Paediat Gastroenterol Unit, D-04103 Leipzig, Germany
[5] Childrens Hosp, Clin Ctr Sankt Georg, D-04129 Leipzig, Germany
[6] Univ Oxford, John Radcliffe Hosp, Translat Gastroenterol Unit, Oxford NIHR Biomed Res Ctr,Expt Med,Dept Paediat, Oxford OX4 2PG, England
关键词
molecular subgroups; gene expression signatures; villous atrophy; immune cell de-convolution; machine learning; self-organizing maps; personalized diagnostics;
D O I
10.3390/ijms22052551
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Coeliac disease (CD) is a clinically heterogeneous autoimmune disease with variable presentation and progression triggered by gluten intake. Molecular or genetic factors contribute to disease heterogeneity, but the reasons for different outcomes are poorly understood. Transcriptome studies of tissue biopsies from CD patients are scarce. Here, we present a high-resolution analysis of the transcriptomes extracted from duodenal biopsies of 24 children and adolescents with active CD and 21 individuals without CD but with intestinal afflictions as controls. The transcriptomes of CD patients divide into three groups-a mixed group presenting the control cases, and CD-low and CD-high groups referring to lower and higher levels of CD severity. Persistence of symptoms was weakly associated with subgroup, but the highest marsh stages were present in subgroup CD-high, together with the highest cell cycle rates as an indicator of virtually complete villous atrophy. Considerable variation in inflammation-level between subgroups was further deciphered into immune cell types using cell type de-convolution. Self-organizing maps portrayal was applied to provide high-resolution landscapes of the CD-transcriptome. We find asymmetric patterns of miRNA and long non-coding RNA and discuss the effect of epigenetic regulation. Expression of genes involved in interferon gamma signaling represent suitable markers to distinguish CD from non-CD cases. Multiple pathways overlay in CD biopsies in different ways, giving rise to heterogeneous transcriptional patterns, which potentially provide information about etiology and the course of the disease.
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页码:1 / 29
页数:29
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