Use of integrative epigenetic and mRNA expression analyses to identify significantly changed genes and functional pathways in osteoarthritic cartilage

被引:22
作者
He, A. [1 ]
Ning, Y. [1 ]
Wen, Y. [1 ]
Cai, Y. [2 ,3 ]
Xu, K. [3 ]
Han, J. [1 ]
Liu, L. [1 ]
Du, Y. [1 ]
Liang, X. [1 ]
Li, P. [1 ]
Fan, Q. [1 ]
Hao, J. [1 ]
Wang, X. [1 ]
Guo, X. [1 ]
Ma, T. [1 ]
Zhang, F. [1 ]
机构
[1] Xi An Jiao Tong Univ, Hlth Sci Ctr, Sch Publ Hlth, Key Lab Trace Elements & Endem Dis Natl Hlth & Fa, Xian, Shaanxi, Peoples R China
[2] Xi An Jiao Tong Univ, Hlth Sci Ctr, Dept Orthopaed, Affiliated Hosp 1, Xian, Shaanxi, Peoples R China
[3] Xi An Jiao Tong Univ, Hlth Sci Ctr, Xian Hong Hui Hosp, Dept Joint Surg, Xian, Shaanxi, Peoples R China
关键词
Osteoarthritic cartilage; DNA methylation profiles; mRNA expression profiles; Integrative analysis; WIDE DNA METHYLATION; GROWTH-FACTOR VEGF; CHONDROCYTE DIFFERENTIATION; ENDOCHONDRAL OSSIFICATION; ARTICULAR-CARTILAGE; DLX5; REVEALS; HYPOXIA; KNEE; DEGRADATION;
D O I
10.1302/2046-3758.75.BJR-2017-0284.R1
中图分类号
Q813 [细胞工程];
学科分类号
摘要
Aim Osteoarthritis (OA) is caused by complex interactions between genetic and environmental factors. Epigenetic mechanisms control the expression of genes and are likely to regulate the OA transcriptome. We performed integrative genomic analyses to define methylation-gene expression relationships in osteoarthritic cartilage. Patients and Methods Genome-wide DNA methylation profiling of articular cartilage from five patients with OA of the knee and five healthy controls was conducted using the Illumina Infinium Human-Methylation450 BeadChip (Illumina, San Diego, California). Other independent genome-wide mRNA expression profiles of articular cartilage from three patients with OA and three healthy controls were obtained from the Gene Expression Omnibus (GEO) database. Integrative pathway enrichment analysis of DNA methylation and mRNA expression profiles was performed using integrated analysis of cross-platform microarray and pathway software. Gene ontology (GO) analysis was conducted using the Database for Annotation, Visualization and Integrated Discovery (DAVID). Results We identified 1265 differentially methylated genes, of which 145 are associated with significant changes in gene expression, such as DLX5, NCOR2 and AXIN2 (all p-values of both DNA methylation and mRNA expression < 0.05). Pathway enrichment analysis identified 26 OA-associated pathways, such as mitogen-activated protein kinase (MAPK) signalling pathway (p = 6.25 x 10-4), phosphatidylinositol (PI) signalling system (p = 4.38 x 10-3), hypoxia-inducible factor 1 (HIF-1) signalling pathway (p = 8.63 x 10-3 pantothenate and coenzyme A (CoA) biosynthesis (p = 0.017), ErbB signalling pathway (p = 0.024), inositol phosphate (IP) metabolism (p = 0.025), and calcium signalling pathway (p = 0.032). Conclusion We identified a group of genes and biological pathways which were significantly different in both DNA methylation and mRNA expression profiles between patients with OA and controls. These results may provide new clues for clarifying the mechanisms involved in the development of OA.
引用
收藏
页码:343 / 350
页数:8
相关论文
共 59 条
[1]   Increased DNA Methylation and Reduced Expression of Transcription Factors in Human Osteoarthritis Cartilage [J].
Alvarez-Garcia, Oscar ;
Fisch, Kathleen M. ;
Wineinger, Nathan E. ;
Akagi, Ryuichiro ;
Saito, Masahiko ;
Sasho, Takahisa ;
Su, Andrew I. ;
Lotz, Martin K. .
ARTHRITIS & RHEUMATOLOGY, 2016, 68 (08) :1876-1886
[2]   Genome-wide DNA methylation study of hip and knee cartilage reveals embryonic organ and skeletal system morphogenesis as major pathways involved in osteoarthritis [J].
Aref-Eshghi, Erfan ;
Zhang, Yuhua ;
Liu, Ming ;
Harper, Patricia E. ;
Martin, Glynn ;
Furey, Andrew ;
Green, Roger ;
Sun, Guang ;
Rahman, Proton ;
Zhai, Guangju .
BMC MUSCULOSKELETAL DISORDERS, 2015, 16
[3]  
Bendall AJ, 2003, INT J DEV BIOL, V47, P335
[4]   Widespread DNA hypomethylation at gene enhancer regions in placentas associated with early-onset pre-eclampsia [J].
Blair, John D. ;
Yuen, Ryan K. C. ;
Lim, Brendan K. ;
McFadden, Deborah E. ;
von Dadelszen, Peter ;
Robinson, Wendy P. .
MOLECULAR HUMAN REPRODUCTION, 2013, 19 (10) :697-708
[5]   Regulation of Autophagy in Human and Murine Cartilage Hypoxia-Inducible Factor 2 Suppresses Chondrocyte Autophagy [J].
Bohensky, Jolene ;
Terkhorn, Shawn P. ;
Freeman, Theresa A. ;
Adams, Christopher S. ;
Garcia, Joseph A. ;
Shapiro, Irving M. ;
Srinivas, Vickram .
ARTHRITIS AND RHEUMATISM, 2009, 60 (05) :1406-1415
[6]   Integrative Multi-omics Module Network Inference with Lemon-Tree [J].
Bonnet, Eric ;
Calzone, Laurence ;
Michoel, Tom .
PLOS COMPUTATIONAL BIOLOGY, 2015, 11 (02)
[7]   Multi-omics analysis defines core genomic alterations in pheochromocytomas and paragangliomas [J].
Castro-Vega, Luis Jaime ;
Letouze, Eric ;
Burnichon, Nelly ;
Buffet, Alexandre ;
Disderot, Pierre-Helie ;
Khalifa, Emmanuel ;
Loriot, Celine ;
Elarouci, Nabila ;
Morin, Aurelie ;
Menara, Melanie ;
Lepoutre-Lussey, Charlotte ;
Badoual, Cecile ;
Sibony, Mathilde ;
Dousset, Bertrand ;
Libe, Rossella ;
Zinzindohoue, Franck ;
Plouin, Pierre Francois ;
Bertherat, Jerome ;
Amar, Laurence ;
de Reynies, Aurelien ;
Favier, Judith ;
Gimenez-Roqueplo, Anne-Paule .
NATURE COMMUNICATIONS, 2015, 6
[8]   Genetic factors in OA pathogenesis [J].
Chapman, Kay ;
Valdes, Ana M. .
BONE, 2012, 51 (02) :258-264
[9]   Genetic Drivers of Epigenetic and Transcriptional Variation in Human Immune Cells [J].
Chen, Lu ;
Ge, Bing ;
Casale, Francesco Paolo ;
Vasquez, Louella ;
Kwan, Tony ;
Garrido-Martin, Diego ;
Watt, Stephen ;
Yan, Ying ;
Kundu, Kousik ;
Ecker, Simone ;
Datta, Avik ;
Richardson, David ;
Burden, Frances ;
Mead, Daniel ;
Mann, Alice L. ;
Maria Fernandez, Jose ;
Rowlston, Sophia ;
Wilder, Steven P. ;
Farrow, Samantha ;
Shao, Xiaojian ;
Lambourne, John J. ;
Redensek, Adriana ;
Albers, Cornelis A. ;
Amstislavskiy, Vyacheslav ;
Ashford, Sofie ;
Berentsen, Kim ;
Bomba, Lorenzo ;
Bourque, Guillaume ;
Bujold, David ;
Busche, Stephan ;
Caron, Maxime ;
Chen, Shu-Huang ;
Cheung, Warren ;
Delaneau, Oliver ;
Dermitzakis, Emmanouil T. ;
Elding, Heather ;
Colgiu, Irina ;
Bagger, Frederik O. ;
Flicek, Paul ;
Habibi, Ehsan ;
Iotchkova, Valentina ;
Janssen-Megens, Eva ;
Kim, Bowon ;
Lehrach, Hans ;
Lowy, Ernesto ;
Mandoli, Amit ;
Matarese, Filomena ;
Maurano, Matthew T. ;
Morris, John A. ;
Pancaldi, Vera .
CELL, 2016, 167 (05) :1398-+
[10]   Studies on the role of Dlx5 in regulation of chondrocyte differentiation during endochondral ossification in the developing mouse limb [J].
Chin, Hsian-Jean ;
Fisher, Melanie C. ;
Li, Yingcui ;
Ferrari, Deborah ;
Wang, Chi-Kuang Leo ;
Lichtler, Alexander C. ;
Dealy, Caroline N. ;
Kosher, Robert A. .
DEVELOPMENT GROWTH & DIFFERENTIATION, 2007, 49 (06) :515-521