Transcriptome Analysis of Psoriasis in a Large Case-Control Sample: RNA-Seq Provides Insights into Disease Mechanisms

被引:311
作者
Li, Bingshan [1 ,2 ]
Tsoi, Lam C. [2 ]
Swindell, William R. [3 ]
Gudjonsson, Johann E. [3 ]
Tejasvi, Trilokraj [3 ,4 ]
Johnston, Andrew [3 ]
Ding, Jun [2 ,5 ]
Stuart, Philip E. [3 ]
Xing, Xianying [3 ]
Kochkodan, James J. [3 ]
Voorhees, John J. [3 ]
Kang, Hyun M. [2 ]
Nair, Rajan P. [3 ]
Abecasis, Goncalo R. [2 ]
Elder, James T. [3 ,4 ]
机构
[1] Vanderbilt Univ, Dept Mol Physiol & Biophys, Ctr Human Genet Res, Nashville, TN 37232 USA
[2] Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USA
[3] Univ Michigan, Dept Dermatol, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Ann Arbor Vet Affairs Hosp, Ann Arbor, MI 48109 USA
[5] NIA, Genet Lab, NIH, Baltimore, MD 21224 USA
关键词
FOLLICLE STEM-CELLS; GENE-EXPRESSION; HAIR FOLLICLE; T-CELL; SKIN; ZNF750; TARGET; DIFFERENTIATION; SUSCEPTIBILITY; IDENTIFICATION;
D O I
10.1038/jid.2014.28
中图分类号
R75 [皮肤病学与性病学];
学科分类号
100206 ;
摘要
To increase our understanding of psoriasis, we used high-throughput complementary DNA sequencing (RNA-seq) to assay the transcriptomes of lesional psoriatic and normal skin. We sequenced polyadenylated RNA-derived complementary DNAs from 92 psoriatic and 82 normal punch biopsies, generating an average of similar to 38 million single-end 80-bp reads per sample. Comparison of 42 samples examined by both RNA-seq and microarray revealed marked differences in sensitivity, with transcripts identified only by RNA-seq having much lower expression than those also identified by microarray. RNA-seq identified many more differentially expressed transcripts enriched in immune system processes. Weighted gene coexpression network analysis (WGCNA) revealed multiple modules of coordinately expressed epidermal differentiation genes, overlapping significantly with genes regulated by the long noncoding RNA TINCR, its target gene, staufen-1 (STAU1), the p63 target gene ZNF750, and its target KLF4. Other coordinately expressed modules were enriched for lymphoid and/or myeloid signature transcripts and genes induced by IL-17 in keratinocytes. Dermally expressed genes were significantly downregulated in psoriatic biopsies, most likely because of expansion of the epidermal compartment. These results show the power of WGCNA to elucidate gene regulatory circuits in psoriasis, and emphasize the influence of tissue architecture in both differential expression and coexpression analysis.
引用
收藏
页码:1828 / 1838
页数:11
相关论文
共 82 条
[1]   Detecting differential usage of exons from RNA-seq data [J].
Anders, Simon ;
Reyes, Alejandro ;
Huber, Wolfgang .
GENOME RESEARCH, 2012, 22 (10) :2008-2017
[2]   Gene Ontology: tool for the unification of biology [J].
Ashburner, M ;
Ball, CA ;
Blake, JA ;
Botstein, D ;
Butler, H ;
Cherry, JM ;
Davis, AP ;
Dolinski, K ;
Dwight, SS ;
Eppig, JT ;
Harris, MA ;
Hill, DP ;
Issel-Tarver, L ;
Kasarskis, A ;
Lewis, S ;
Matese, JC ;
Richardson, JE ;
Ringwald, M ;
Rubin, GM ;
Sherlock, G .
NATURE GENETICS, 2000, 25 (01) :25-29
[3]   Network biology:: Understanding the cell's functional organization [J].
Barabási, AL ;
Oltvai, ZN .
NATURE REVIEWS GENETICS, 2004, 5 (02) :101-U15
[4]   Desmoglein 4 is expressed in highly differentiated keratinocytes and trichocytes in human epidermis and hair follicle [J].
Bazzi, H ;
Getz, A ;
Mahoney, MG ;
Ishida-Yamamoto, A ;
Langbein, L ;
Wahl, JK ;
Christiano, AM .
DIFFERENTIATION, 2006, 74 (2-3) :129-140
[5]   Association analysis identifies ZNF750 regulatory variants in psoriasis [J].
Birnbaum, Ramon Y. ;
Hayashi, Genki ;
Cohen, Idan ;
Poon, Annie ;
Chen, Haoyan ;
Lam, Ernest T. ;
Kwok, Pui-Yan ;
Birk, Ohad S. ;
Liao, Wilson .
BMC MEDICAL GENETICS, 2011, 12
[6]   Insights into psoriasis and other inflammatory diseases from large-scale gene expression studies [J].
Bowcock, AM ;
Shannon, W ;
Du, FH ;
Duncan, J ;
Cao, K ;
Aftergut, K ;
Catier, J ;
Fernandez-Vina, MA ;
Menter, A .
HUMAN MOLECULAR GENETICS, 2001, 10 (17) :1793-1805
[7]   A comparison of massively parallel nucleotide sequencing with oligonucleotide microarrays for global transcription profiling [J].
Bradford, James R. ;
Hey, Yvonne ;
Yates, Tim ;
Li, Yaoyong ;
Pepper, Stuart D. ;
Miller, Crispin J. .
BMC GENOMICS, 2010, 11
[8]   Involvement of interleukin-21 in the epidermal hyperplasia of psoriasis [J].
Caruso, Roberta ;
Botti, Elisabetta ;
Sarra, Massimiliano ;
Esposito, Maria ;
Stolfi, Carmine ;
Diluvio, Laura ;
Giustizieri, Maria Laura ;
Pacciani, Valentina ;
Mazzotta, Annamaria ;
Campione, Elena ;
MacDonald, Thomas T. ;
Chimenti, Sergio ;
Pallone, Francesco ;
Costanzo, Antonio ;
Monteleone, Giovanni .
NATURE MEDICINE, 2009, 15 (09) :1013-1015
[9]   Protein-Protein Interactions Essentials: Key Concepts to Building and Analyzing Interactome Networks [J].
De Las Rivas, Javier ;
Fontanillo, Celia .
PLOS COMPUTATIONAL BIOLOGY, 2010, 6 (06) :1-8
[10]   The Multitasking Organ: Recent Insights into Skin Immune Function [J].
Di Meglio, Paola ;
Perera, Gayathri K. ;
Nestle, Frank O. .
IMMUNITY, 2011, 35 (06) :857-869