Transcriptome Profiling of Human Ulcerative Colitis Mucosa Reveals Altered Expression of Pathways Enriched in Genetic Susceptibility Loci

被引:8
作者
Cardinale, Christopher J. [1 ]
Wei, Zhi [2 ]
Li, Jin [1 ]
Zhu, Junfei [2 ]
Gu, Mengnan [2 ]
Baldassano, Robert N. [3 ,4 ]
Grant, Struan F. A. [1 ,4 ]
Hakonarson, Hakon [1 ,4 ]
机构
[1] Univ Penn, Sch Med, Ctr Appl Genom, Philadelphia, PA 19104 USA
[2] New Jersey Inst Technol, Dept Comp Sci, Newark, NJ 07102 USA
[3] Univ Penn, Childrens Hosp Philadelphia, Perelman Sch Med, Div Gastroenterol Hepatol & Nutr, Philadelphia, PA 19104 USA
[4] Univ Penn, Dept Pediat, Perelman Sch Med, Philadelphia, PA 19104 USA
关键词
INFLAMMATORY-BOWEL-DISEASE; GENOME-WIDE ASSOCIATION; CROHNS-DISEASE; SET; VARIANTS; NUMBER; ONSET;
D O I
10.1371/journal.pone.0096153
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
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Human colonic mucosa altered by inflammation due to ulcerative colitis (UC) displays a drastically altered pattern of gene expression compared with healthy tissue. We aimed to understand the underlying molecular pathways influencing these differences by analyzing three publically-available, independently-generated microarray datasets of gene expression from endoscopic biopsies of the colon. Gene set enrichment analysis (GSEA) revealed that all three datasets share 87 gene sets upregulated in UC lesions and 8 gene sets downregulated (false discovery rate <0.05). The upregulated pathways were dominated by gene sets involved in immune function and signaling, as well as the control of mitosis. We applied pathway analysis to genotype data derived from genome-wide association studies (GWAS) of UC, consisting of 5,584 cases and 11,587 controls assembled from eight European-ancestry cohorts. The upregulated pathways derived from the gene expression data showed a highly significant overlap with pathways derived from the genotype data (33 of 56 gene sets, hypergeometric P = 1.49x10(-19)). This study supports the hypothesis that heritable variation in gene expression as measured by GWAS signals can influence key pathways in the development of disease, and that comparison of genetic susceptibility loci with gene expression signatures can differentiate key drivers of inflammation from secondary effects on gene expression of the inflammatory process.
引用
收藏
页数:11
相关论文
共 31 条
[1]
Affymetrix I, 2006, GUIDE PROBE LOGARITH
[2]
Meta-analysis identifies 29 additional ulcerative colitis risk loci, increasing the number of confirmed associations to 47 [J].
Anderson, Carl A. ;
Boucher, Gabrielle ;
Lees, Charlie W. ;
Franke, Andre ;
D'Amato, Mauro ;
Taylor, Kent D. ;
Lee, James C. ;
Goyette, Philippe ;
Imielinski, Marcin ;
Latiano, Anna ;
Lagace, Caroline ;
Scott, Regan ;
Amininejad, Leila ;
Bumpstead, Suzannah ;
Baidoo, Leonard ;
Baldassano, Robert N. ;
Barclay, Murray ;
Bayless, Theodore M. ;
Brand, Stephan ;
Buening, Carsten ;
Colombel, Jean-Frederic ;
Denson, Lee A. ;
De Vos, Martine ;
Dubinsky, Marla ;
Edwards, Cathryn ;
Ellinghaus, David ;
Fehrmann, Rudolf S. N. ;
Floyd, James A. B. ;
Florin, Timothy ;
Franchimont, Denis ;
Franke, Lude ;
Georges, Michel ;
Glas, Juergen ;
Glazer, Nicole L. ;
Guthery, Stephen L. ;
Haritunians, Talin ;
Hayward, Nicholas K. ;
Hugot, Jean-Pierre ;
Jobin, Gilles ;
Laukens, Debby ;
Lawrance, Ian ;
Lemann, Marc ;
Levine, Arie ;
Libioulle, Cecile ;
Louis, Edouard ;
McGovern, Dermot P. ;
Milla, Monica ;
Montgomery, Grant W. ;
Morley, Katherine I. ;
Mowat, Craig .
NATURE GENETICS, 2011, 43 (03) :246-U94
[3]
CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]
Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls [J].
Burton, Paul R. ;
Clayton, David G. ;
Cardon, Lon R. ;
Craddock, Nick ;
Deloukas, Panos ;
Duncanson, Audrey ;
Kwiatkowski, Dominic P. ;
McCarthy, Mark I. ;
Ouwehand, Willem H. ;
Samani, Nilesh J. ;
Todd, John A. ;
Donnelly, Peter ;
Barrett, Jeffrey C. ;
Davison, Dan ;
Easton, Doug ;
Evans, David ;
Leung, Hin-Tak ;
Marchini, Jonathan L. ;
Morris, Andrew P. ;
Spencer, Chris C. A. ;
Tobin, Martin D. ;
Attwood, Antony P. ;
Boorman, James P. ;
Cant, Barbara ;
Everson, Ursula ;
Hussey, Judith M. ;
Jolley, Jennifer D. ;
Knight, Alexandra S. ;
Koch, Kerstin ;
Meech, Elizabeth ;
Nutland, Sarah ;
Prowse, Christopher V. ;
Stevens, Helen E. ;
Taylor, Niall C. ;
Walters, Graham R. ;
Walker, Neil M. ;
Watkins, Nicholas A. ;
Winzer, Thilo ;
Jones, Richard W. ;
McArdle, Wendy L. ;
Ring, Susan M. ;
Strachan, David P. ;
Pembrey, Marcus ;
Breen, Gerome ;
St Clair, David ;
Caesar, Sian ;
Gordon-Smith, Katherine ;
Jones, Lisa ;
Fraser, Christine ;
Green, Elain K. .
NATURE, 2007, 447 (7145) :661-678
[5]
Dissection of the inflammatory bowel disease transcriptome using genome-wide cDNA microarrays [J].
Costello, CM ;
Mah, N ;
Häsler, R ;
Rosenstiel, P ;
Waetzig, GH ;
Hahn, A ;
Lu, T ;
Gurbuz, Y ;
Nikolaus, S ;
Albrecht, M ;
Hampe, J ;
Lucius, R ;
Klöppel, G ;
Eickhoff, H ;
Lehrach, H ;
Lengauer, T ;
Schreiber, S .
PLOS MEDICINE, 2005, 2 (08) :771-787
[6]
Rare Variants Create Synthetic Genome-Wide Associations [J].
Dickson, Samuel P. ;
Wang, Kai ;
Krantz, Ian ;
Hakonarson, Hakon ;
Goldstein, David B. .
PLOS BIOLOGY, 2010, 8 (01)
[7]
Dieckgraefe BK, 2000, PHYSIOL GENOMICS, V4, P1
[8]
A genome-wide association study identifies IL23R as an inflammatory bowel disease gene [J].
Duerr, Richard H. ;
Taylor, Kent D. ;
Brant, Steven R. ;
Rioux, John D. ;
Silverberg, Mark S. ;
Daly, Mark J. ;
Steinhart, A. Hillary ;
Abraham, Clara ;
Regueiro, Miguel ;
Griffiths, Anne ;
Dassopoulos, Themistocles ;
Bitton, Alain ;
Yang, Huiying ;
Targan, Stephan ;
Datta, Lisa Wu ;
Kistner, Emily O. ;
Schumm, L. Philip ;
Lee, Annette T. ;
Gregersen, Peter K. ;
Barmada, M. Michael ;
Rotter, Jerome I. ;
Nicolae, Dan L. ;
Cho, Judy H. .
SCIENCE, 2006, 314 (5804) :1461-1463
[9]
Genome-wide meta-analysis increases to 71 the number of confirmed Crohn's disease susceptibility loci [J].
Franke, Andre ;
McGovern, Dermot P. B. ;
Barrett, Jeffrey C. ;
Wang, Kai ;
Radford-Smith, Graham L. ;
Ahmad, Tariq ;
Lees, Charlie W. ;
Balschun, Tobias ;
Lee, James ;
Roberts, Rebecca ;
Anderson, Carl A. ;
Bis, Joshua C. ;
Bumpstead, Suzanne ;
Ellinghaus, David ;
Festen, Eleonora M. ;
Georges, Michel ;
Green, Todd ;
Haritunians, Talin ;
Jostins, Luke ;
Latiano, Anna ;
Mathew, Christopher G. ;
Montgomery, Grant W. ;
Prescott, Natalie J. ;
Raychaudhuri, Soumya ;
Rotter, Jerome I. ;
Schumm, Philip ;
Sharma, Yashoda ;
Simms, Lisa A. ;
Taylor, Kent D. ;
Whiteman, David ;
Wijmenga, Cisca ;
Baldassano, Robert N. ;
Barclay, Murray ;
Bayless, Theodore M. ;
Brand, Stephan ;
Buening, Carsten ;
Cohen, Albert ;
Colombel, Jean-Frederick ;
Cottone, Mario ;
Stronati, Laura ;
Denson, Ted ;
De Vos, Martine ;
D'Inca, Renata ;
Dubinsky, Marla ;
Edwards, Cathryn ;
Florin, Tim ;
Franchimont, Denis ;
Gearry, Richard ;
Glas, Juergen ;
Van Gossum, Andre .
NATURE GENETICS, 2010, 42 (12) :1118-+
[10]
Whole Genome Gene Expression Meta-Analysis of Inflammatory Bowel Disease Colon Mucosa Demonstrates Lack of Major Differences between Crohn's Disease and Ulcerative Colitis [J].
Granlund, Atle van Beelen ;
Flatberg, Arnar ;
Ostvik, Ann E. ;
Drozdov, Ignat ;
Gustafsson, Bjorn I. ;
Kidd, Mark ;
Beisvag, Vidar ;
Torp, Sverre H. ;
Waldum, Helge L. ;
Martinsen, Tom Christian ;
Damas, Jan Kristian ;
Espevik, Terje ;
Sandvik, Arne K. .
PLOS ONE, 2013, 8 (02)