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

被引:27
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
1002 ; 100201 ;
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
相关论文
共 45 条
  • [1] Underlying molecular mechanisms of DIO2 susceptibility in symptomatic osteoarthritis
    Bomer, Nils
    den Hollander, Wouter
    Ramos, Yolande F. M.
    Bos, Steffan D.
    van der Breggen, Ruud
    Lakenberg, Nico
    Pepers, Barry A.
    van Eeden, Annelies E.
    Darvishan, Arash
    Tobi, Elmar W.
    Duijnisveld, Bouke J.
    van den Akker, Erik B.
    Heijmans, Bastiaan T.
    van Roon-Mom, Willeke M. C.
    Verbeek, Fons J.
    van Osch, Gerjo J. V. M.
    Nelissen, Rob G. H. H.
    Slagboom, P. Eline
    Meulenbelt, Ingrid
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2015, 74 (08) : 1571 - 1579
  • [2] Increased type II deiodinase protein in OA-affected cartilage and allelic imbalance of OA risk polymorphism rs225014 at DIO2 in human OA joint tissues
    Bos, Steffan D.
    Bovee, Judith V. M. G.
    Duijnisveld, Bouke J.
    Raine, Emma V. A.
    Dalen, Wouter Jvan
    Ramos, Yolande F. M.
    van der Breggen, Ruud
    Nelissen, Rob G. H. H.
    Slagboom, P. Eline
    Loughlin, John
    Meulenbelt, Ingrid
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2012, 71 (07) : 1254 - 1258
  • [3] Novel Genetic Variants for Cartilage Thickness and Hip Osteoarthritis
    Castano-Betancourt, Martha C.
    Evans, Dan S.
    Ramos, Yolande F. M.
    Boer, Cindy G.
    Metrustry, Sarah
    Liu, Youfang
    den Hollander, Wouter
    van Rooij, Jeroen
    Kraus, Virginia B.
    Yau, Michelle S.
    Mitchell, Braxton D.
    Muir, Kenneth
    Hofman, Albert
    Doherty, Michael
    Doherty, Sally
    Zhang, Weiya
    Kraaij, Robert
    Rivadeneira, Fernando
    Barrett-Connor, Elizabeth
    Maciewicz, Rose A.
    Arden, Nigel
    Nelissen, Rob G. H. H.
    Kloppenburg, Margreet
    Jordan, Joanne M.
    Nevitt, Michael C.
    Slagboom, Eline P.
    Hart, Deborah J.
    Lafeber, Floris
    Styrkarsdottir, Unnur
    Zeggini, Eleftheria
    Evangelou, Evangelos
    Spector, Tim D.
    Uitterlinden, Andre G.
    Lane, Nancy E.
    Meulenbelt, Ingrid
    Valdes, Ana M.
    van Meurs, Joyce B. J.
    [J]. PLOS GENETICS, 2016, 12 (10):
  • [4] Tools and best practices for data processing in allelic expression analysis
    Castel, Stephane E.
    Levy-Moonshine, Ami
    Mohammadii, Pejman
    Banks, Eric
    Lappalainenii, Tuuli
    [J]. GENOME BIOLOGY, 2015, 16
  • [5] WWP2: A Multifunctional Ubiquitin Ligase Gene
    Chen, Wei
    Jiang, Xiaofei
    Luo, Zhuang
    [J]. PATHOLOGY & ONCOLOGY RESEARCH, 2014, 20 (04) : 799 - 803
  • [6] Genome-wide association and functional studies identify a role for matrix Gla protein in osteoarthritis of the hand
    den Hollander, Wouter
    Boer, Cindy G.
    Hart, Deborah J.
    Yau, Michelle S.
    Ramos, Yolande F. M.
    Metrustry, Sarah
    Broer, Linda
    Deelen, Joris
    Cupples, L. Adrienne
    Rivadeneira, Fernando
    Kloppenburg, Margreet
    Peters, Marjolein
    Spector, Tim D.
    Hofman, Albert
    Slagboom, P. Eline
    Nelissen, Rob G. H. H.
    Uitterlinden, Andre G.
    Felson, David T.
    Valdes, Ana M.
    Meulenbelt, Ingrid
    van Meurs, Joyce J. B.
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2017, 76 (12) : 2046 - 2053
  • [7] Transcriptional Associations of Osteoarthritis-Mediated Loss of Epigenetic Control in Articular Cartilage
    den Hollander, Wouter
    Ramos, Yolande F. M.
    Bomer, Nils
    Elzinga, Stefan
    van der Breggen, Ruud
    Lakenberg, Nico
    de Dijcker, Wesley J.
    Suchiman, H. Eka D.
    Duijnisveld, Bouke J.
    Houwing-Duistermaat, Jeanine J.
    Slagboom, P. Eline
    Bos, Steffan D.
    Nelissen, Rob G. H. H.
    Meulenbelt, Ingrid
    [J]. ARTHRITIS & RHEUMATOLOGY, 2015, 67 (08) : 2108 - 2116
  • [8] Functional Analysis of the Osteoarthritis Susceptibility-Associated GDF5 Regulatory Polymorphism
    Egli, Rainer J.
    Southam, Lorraine
    Wilkins, James M.
    Lorenzen, Inken
    Pombo-Suarez, Manuel
    Gonzalez, Antonio
    Carr, Andrew
    Chapman, Kay
    Loughlin, John
    [J]. ARTHRITIS AND RHEUMATISM, 2009, 60 (07): : 2055 - 2064
  • [9] A meta-analysis of genome-wide association studies identifies novel variants associated with osteoarthritis of the hip
    Evangelou, Evangelos
    Kerkhof, Hanneke J.
    Styrkarsdottir, Unnur
    Ntzani, Evangelia E.
    Bos, Steffan D.
    Esko, Tonu
    Evans, Daniel S.
    Metrustry, Sarah
    Panoutsopoulou, Kalliope
    Ramos, Yolande F. M.
    Thorleifsson, Gudmar
    Tsilidis, Konstantinos K.
    Arden, Nigel
    Aslam, Nadim
    Bellamy, Nicholas
    Birrell, Fraser
    Blanco, Francisco J.
    Carr, Andrew
    Chapman, Kay
    Day-Williams, Aaron G.
    Deloukas, Panos
    Doherty, Michael
    Engstrom, Gunnar
    Helgadottir, Hafdis T.
    Hofman, Albert
    Ingvarsson, Thorvaldur
    Jonsson, Helgi
    Keis, Aime
    Keurentjes, J. Christiaan
    Kloppenburg, Margreet
    Lind, Penelope A.
    McCaskie, Andrew
    Martin, Nicholas G.
    Milani, Lili
    Montgomery, Grant W.
    Nelissen, Rob G. H. H.
    Nevitt, Michael C.
    Nilsson, Peter M.
    Ollier, William E. R.
    Parimi, Neeta
    Rai, Ashok
    Ralston, Stuart H.
    Reed, Mike R.
    Riancho, Jose A.
    Rivadeneira, Fernando
    Rodriguez-Fontenla, Cristina
    Southam, Lorraine
    Thorsteinsdottir, Unnur
    Tsezou, Aspasia
    AWallis, Gillian
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2014, 73 (12) : 2130 - 2136
  • [10] Genome-wide association and functional studies identify a role for IGFBP3 in hip osteoarthritis
    Evans, Daniel S.
    Cailotto, Frederic
    Parimi, Neeta
    Valdes, Ana M.
    Castano-Betancourt, Martha C.
    Liu, Youfang
    Kaplan, Robert C.
    Bidlingmaier, Martin
    Vasan, Ramachandran S.
    Teumer, Alexander
    Tranah, Gregory J.
    Nevitt, Michael C.
    Cummings, Steven R.
    Orwoll, Eric S.
    Barrett-Connor, Elizabeth
    Renner, Jordan B.
    Jordan, Joanne M.
    Doherty, Michael
    Doherty, Sally A.
    Uitterlinden, Andre G.
    van Meurs, Joyce B. J.
    Spector, Tim D.
    Lories, Rik J.
    Lane, Nancy E.
    [J]. ANNALS OF THE RHEUMATIC DISEASES, 2015, 74 (10) : 1861 - 1867