Annotating Transcriptional Effects of Genetic Variants in Disease-Relevant Tissue: Transcriptome-Wide Allelic Imbalance in Osteoarthritic Cartilage

被引:30
作者
den Hollander, Wouter [1 ]
Pulyakhina, Irina [2 ,3 ]
Boer, Cindy [4 ]
Bomer, Nils [1 ]
van der Breggen, Ruud [1 ]
Arindrarto, Wibowo [1 ]
de Almeida, Rodrigo Couthino [1 ]
Lakenberg, Nico [1 ]
Sentner, Thom [1 ]
Laros, Jeroen F. J. [1 ]
't Hoen, Peter A. C. [2 ]
Slagboom, Eline P. E. [1 ]
Nelissen, Rob G. H. H. [1 ]
van Meurs, Joyce [4 ]
Ramos, Yolande F. M. [1 ]
Meulenbelt, Ingrid [1 ]
机构
[1] Leiden Univ, Med Ctr, Leiden, Netherlands
[2] Radboud Univ Nijmegen Med Ctr, Nijmegen, Netherlands
[3] Wellcome Trust Ctr Human Genet, Oxford, England
[4] Erasmus MC, Rotterdam, Netherlands
关键词
FUNCTIONAL-STUDIES IDENTIFY; SUSCEPTIBILITY LOCUS; EXPRESSION ANALYSIS; DNA METHYLATION; IDENTIFICATION; POLYMORPHISM; ASSOCIATION; PROTEIN; DIO2; GDF5;
D O I
10.1002/art.40748
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
Objective. Multiple single-nucleotide polymorphisms (SNPs) conferring susceptibility to osteoarthritis (OA) mark imbalanced expression of positional genes in articular cartilage, reflected by unequally expressed alleles among heterozygotes (allelic imbalance [Al]). We undertook this study to explore the articular cartilage transcriptome from OA patients for Al events to identify putative disease-driving genetic variation. Methods. Al was assessed in 42 preserved and 5 lesioned OA cartilage samples (from the Research Arthritis and Articular Cartilage study) for which RNA sequencing data were available. The count fraction of the alternative alleles among the alternative and reference alleles together (phi) was determined for heterozygous individuals. A meta-analysis was performed to generate a meta-phi and P value for each SNP with a false discovery rate (FDR) correction for multiple comparisons. To further validate Al events, we explored them as a function of multiple additional OA features. Results. We observed a total of 2,070 SNPs that consistently marked Al of 1,031 unique genes in articular cartilage. Of these genes, 49 were found to be significantly differentially expressed (fold change <0.5 or >2, FDR <0.05) between preserved and paired lesioned cartilage, and 18 had previously been reported to confer susceptibility to OA and/or related phenotypes. Moreover, we identified notable highly significant Al SNPs in the CRLF1, WWP2, and RPS3 genes that were related to multiple OA features. Conclusion. We present a framework and resulting data set for researchers in the OA research field to probe for disease-relevant genetic variation that affects gene expression in pivotal disease-affected tissue. This likely includes putative novel compelling OA risk genes such as CRLF1, WWP2, and RPS3.
引用
收藏
页码:561 / 570
页数:10
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