Shared Molecular and Functional Frameworks among Five Complex Human Disorders: A Comparative Study on Interactomes Linked to Susceptibility Genes

被引:25
作者
Menon, Ramesh [1 ,2 ]
Farina, Cinthia [1 ,2 ]
机构
[1] Fdn IRCCS Neurol Inst Carlo Besta, Neuroimmunol & Neuromuscular Disorders Unit, Milan, Italy
[2] Ist Sci San Raffaele, Inst Expt Neurol INSpe, I-20132 Milan, Italy
来源
PLOS ONE | 2011年 / 6卷 / 04期
关键词
GENOME-WIDE ASSOCIATION; MULTIPLE-SCLEROSIS; ALZHEIMERS-DISEASE; RHEUMATOID-ARTHRITIS; GROWTH; PATHWAY; AUTOIMMUNITY; INFLAMMATION; RECEPTOR; INSULIN;
D O I
10.1371/journal.pone.0018660
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
Background: Genome-wide association studies (gwas) are invaluable in revealing the common variants predisposing to complex human diseases. Yet, until now, the large volumes of data generated from such analyses have not been explored extensively enough to identify the molecular and functional framework hosting the susceptibility genes. Methodology/Principal Findings: We investigated the relationships among five neurodegenerative and/or autoimmune complex human diseases (Parkinson's disease-Park, Alzheimer's disease-Alz, multiple sclerosis-MS, rheumatoid arthritis-RA and Type 1 diabetes-T1D) by characterising the interactomes linked to their gwas-genes. An initial study on the MS interactome indicated that several genes predisposing to the other autoimmune or neurodegenerative disorders may come into contact with it, suggesting that susceptibility to distinct diseases may converge towards common molecular and biological networks. In order to test this hypothesis, we performed pathway enrichment analyses on each disease interactome independently. Several issues related to immune function and growth factor signalling pathways appeared in all autoimmune diseases, and, surprisingly, in Alzheimer's disease. Furthermore, the paired analyses of disease interactomes revealed significant molecular and functional relatedness among autoimmune diseases, and, unexpectedly, between T1D and Alz. Conclusions/Significance: The systems biology approach highlighted several known pathogenic processes, indicating that changes in these functions might be driven or sustained by the framework linked to genetic susceptibility. Moreover, the comparative analyses among the five genetic interactomes revealed unexpected genetic relationships, which await further biological validation. Overall, this study outlines the potential of systems biology to uncover links between genetics and pathogenesis of complex human disorders.
引用
收藏
页数:9
相关论文
共 40 条
[1]  
[Anonymous], 1999, NEUROLOGY, V53, P457
[2]   The genetics of autoimmune diseases: a networked perspective [J].
Baranzini, Sergio E. .
CURRENT OPINION IN IMMUNOLOGY, 2009, 21 (06) :596-605
[3]   Pathway and network-based analysis of genome-wide association studies in multiple sclerosis [J].
Baranzini, Sergio E. ;
Galwey, Nicholas W. ;
Wang, Joanne ;
Khankhanian, Pouya ;
Lindberg, Raija ;
Pelletier, Daniel ;
Wu, Wen ;
Uitdehaag, Bernard M. J. ;
Kappos, Ludwig ;
Polman, Chris H. ;
Matthews, Paul M. ;
Hauser, Stephen L. ;
Gibson, Rachel A. ;
Oksenberg, Jorge R. ;
Barnes, Michael R. .
HUMAN MOLECULAR GENETICS, 2009, 18 (11) :2078-2090
[4]   Network Properties of Complex Human Disease Genes Identified through Genome-Wide Association Studies [J].
Barrenas, Fredrik ;
Chavali, Sreenivas ;
Holme, Petter ;
Mobini, Reza ;
Benson, Mikael .
PLOS ONE, 2009, 4 (11)
[5]   Risk of dementia in diabetes mellitus: a systematic review [J].
Biessels, GJ ;
Staekenborg, S ;
Brunner, E ;
Brayne, C ;
Scheltens, P .
LANCET NEUROLOGY, 2006, 5 (01) :64-74
[6]   Apoptotic and effector pathways in autoimmunity [J].
Chervonsky, AV .
CURRENT OPINION IN IMMUNOLOGY, 1999, 11 (06) :684-688
[7]   Insulin and neurodegenerative disease: shared and specific mechanisms [J].
Craft, S ;
Watson, GS .
LANCET NEUROLOGY, 2004, 3 (03) :169-178
[8]   Network properties of genes harboring inherited disease mutations [J].
Feldman, Igor ;
Rzhetsky, Andrey ;
Vitkup, Dennis .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (11) :4323-4328
[9]  
Fisher A., 1932, STAT METHODS RES WOR
[10]   The Role of IGF-1 Receptor and Insulin Receptor Signaling for the Pathogenesis of Alzheimer's Disease: From Model Organisms to Human Disease [J].
Freude, S. ;
Schilbach, K. ;
Schubert, M. .
CURRENT ALZHEIMER RESEARCH, 2009, 6 (03) :213-223