Mapping gene activity in complex disorders: Integration of expression and genomic scans for multiple sclerosis

被引:27
作者
Fernald, GH
Yeh, RF
Hauser, SL
Oksenberg, JR
Baranzini, SE
机构
[1] Univ Calif San Francisco, Sch Med, Dept Neurol, San Francisco, CA 94143 USA
[2] Univ Calif San Francisco, Sch Med, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
关键词
complex disorders; whole-genome screening; statistics;
D O I
10.1016/j.jneuroim.2005.06.032
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Genetic predisposition contributes to the pathogenesis of most common diseases. Genetic studies have been extremely successful in the identification of genes responsible for a number of Mendelian disorders. However, with a few exceptions, genes predisposing to diseases with complex inheritance remain unknown despite multiple efforts. In this article we collected detailed information for all genome-wide genetic screens performed to date in multiple sclerosis (MS) and in its animal model experimental autoimmune encephalomyelitis (EAE), and integrated these results with those from all high throughput gene expression studies in humans and mice. We analyzed a total of 55 studies. We found that differentially expressed genes (DEG) are not uniformly distributed in the genome, but rather appear in clusters. Furthermore, these clusters significantly differ from the known heterogeneous organization characteristic of eukaryotic gene distributions. We also identified regions of susceptibility that overlapped with clusters of DEG leading to the prioritization of candidate genes. Integration of genomic and transcriptional information is a powerful tool to dissect genetic susceptibility in complex multifactorial disorders like MS. (C) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:157 / 169
页数:13
相关论文
共 86 条
[1]   Blood transcriptional signatures of multiple sclerosis: Unique gene expression of disease activity [J].
Achiron, A ;
Gurevich, M ;
Friedman, N ;
Kaminski, N ;
Mandel, M .
ANNALS OF NEUROLOGY, 2004, 55 (03) :410-417
[2]   A genome-wide screen for linkage in Nordic sib-pairs with multiple sclerosis [J].
Akesson, E ;
Oturai, A ;
Berg, J ;
Fredrikson, S ;
Andersen, O ;
Harbo, HF ;
Laaksonen, M ;
Myhr, KM ;
Nyland, HI ;
Ryder, LP ;
Sandberg-Wollheim, M ;
Sorensen, PS ;
Spurkland, A ;
Svejgaard, A ;
Holmans, P ;
Compston, A ;
Hillert, J ;
Sawcer, S .
GENES AND IMMUNITY, 2002, 3 (05) :279-285
[3]   Genetic analysis of multiple sclerosis in Europeans:: French data [J].
Alizadeh, M ;
Génin, E ;
Babron, MC ;
Birebent, B ;
Cournu-Rebeix, I ;
Yaouanq, J ;
Dréano, S ;
Sawcer, S ;
Compston, A ;
Clanet, M ;
Edan, G ;
Fontaine, B ;
Clerget-Darpoux, F ;
Semana, G .
JOURNAL OF NEUROIMMUNOLOGY, 2003, 143 (1-2) :74-78
[4]  
Aquino DA, 1997, J NEUROPATH EXP NEUR, V56, P664
[5]   Co-localization of differentially expressed genes and shared susceptibility loci in human autoimmunity [J].
Aune, TM ;
Parker, JS ;
Maas, K ;
Liu, Z ;
Olsen, NJ ;
Moore, JH .
GENETIC EPIDEMIOLOGY, 2004, 27 (02) :162-172
[6]   Differential expression of stress proteins in human adult astrocytes in response to cytokines [J].
Bajramovic, JJ ;
Bsibsi, M ;
Geutskens, SB ;
Hassankhan, R ;
Verhulst, KC ;
Stege, GJJ ;
de Groot, CJA ;
van Noort, JM .
JOURNAL OF NEUROIMMUNOLOGY, 2000, 106 (1-2) :14-22
[7]  
BAKER D, 1995, J IMMUNOL, V155, P4046
[8]   A genome-wide screen for linkage disequilibrium in Australian HLA-DRB1*1501 positive multiple sclerosis patients [J].
Ban, M ;
Sawcer, SJ ;
Heard, RNS ;
Bennetts, BH ;
Adams, S ;
Booth, D ;
Perich, V ;
Setakis, E ;
Compston, A ;
Stewart, GJ .
JOURNAL OF NEUROIMMUNOLOGY, 2003, 143 (1-2) :60-64
[9]   A genome screen for linkage in Australian sibling-pairs with multiple sclerosis [J].
Ban, M ;
Stewart, GJ ;
Bennetts, BH ;
Heard, R ;
Simmons, R ;
Maranian, M ;
Compston, A ;
Sawcer, SJ .
GENES AND IMMUNITY, 2002, 3 (08) :464-469
[10]   Modular transcriptional activity characterizes the initiation and progression of autoimmune encephalomyelitis [J].
Baranzini, SE ;
Bernard, CCA ;
Oksenberg, JR .
JOURNAL OF IMMUNOLOGY, 2005, 174 (11) :7412-7422