The purpose of this paper was to investigate roles of altered DNA methylations in rheumatoid arthritis (RA). To achieve this goal, firstly, DNA methylation data were recruited from the ArrayExpress database. Secondly, differentially methylated genes (DMGs) across RA patients and normals were detected based on t-test. Thirdly, hierarchical clustering analysis was performed to evaluate DMGs between RA patients and normal controls. Ultimately, functional enrichment analyses were conducted on DMGs to investigate significant biological functions in RA patients. A total of 45 DMGs (covering 50 CpGs) were obtained. Importantly, the DMGs could well classify RA patients and controls (accuracy - 0.9942), with well feasibility and confidence. Besides, the researchers identified 15 significant gene ontology (GO) terms and 10 significant pathways, respectively. In summary, the DMGs and their functional gene sets, which might shed new lights on the molecular mechanism of RA and provide potential biomarkers for prevention of this disease.
机构:
Newcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, EnglandNewcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Clark, A. D.
论文数: 引用数:
h-index:
机构:
Naamane, N.
Nair, N.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester
Cent Manchester NHS Fdn Trust, NIHR Manchester Musculoskeletal BRU, Manchester, Lancs, EnglandNewcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Nair, N.
Anderson, A. E.
论文数: 0引用数: 0
h-index: 0
机构:
Newcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, EnglandNewcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Anderson, A. E.
Skelton, A. J.
论文数: 0引用数: 0
h-index: 0
机构:
Newcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, EnglandNewcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Skelton, A. J.
Diboll, J.
论文数: 0引用数: 0
h-index: 0
机构:
Newcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, EnglandNewcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Diboll, J.
论文数: 引用数:
h-index:
机构:
Massey, J.
Eyre, S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester
Cent Manchester NHS Fdn Trust, NIHR Manchester Musculoskeletal BRU, Manchester, Lancs, EnglandNewcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Eyre, S.
论文数: 引用数:
h-index:
机构:
Barton, A.
Isaacs, J. D.
论文数: 0引用数: 0
h-index: 0
机构:
Newcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, EnglandNewcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Isaacs, J. D.
Reynard, L. N.
论文数: 0引用数: 0
h-index: 0
机构:
Newcastle Univ, Inst Genet Med, Newcastle Upon Tyne, Tyne & Wear, EnglandNewcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Reynard, L. N.
Pratt, A. G.
论文数: 0引用数: 0
h-index: 0
机构:
Newcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
Newcastle Univ, Newcastle Upon Tyne, Tyne & Wear, EnglandNewcastle Upon Tyne Hosp NHS Fdn Trust, Natl Inst Hlth Res Newcastle Biomed Res Ctr, Newcastle Upon Tyne, Tyne & Wear, England
机构:
Jan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
Vrije Univ Amsterdam Med Ctr, Dept Rheumatol, Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
van Schaardenburg, Dirkjan
Nielen, Markus M. J.
论文数: 0引用数: 0
h-index: 0
机构:
Jan van Breemen Inst, NL-1056 AB Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
Nielen, Markus M. J.
Lems, Willem F.
论文数: 0引用数: 0
h-index: 0
机构:
Jan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
Vrije Univ Amsterdam Med Ctr, Dept Rheumatol, Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
Lems, Willem F.
Twisk, Jos W. R.
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Amsterdam Med Ctr, Dept Clin Epidemiol & Biostat, Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
Twisk, Jos W. R.
Reesink, Henk W.
论文数: 0引用数: 0
h-index: 0
机构:
Sanquin Blood Bank NW Reg, Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
Reesink, Henk W.
van de Stadt, Rob J.
论文数: 0引用数: 0
h-index: 0
机构:
Jan van Breemen Inst, NL-1056 AB Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
van de Stadt, Rob J.
van der Horst-Bruinsma, Irene E.
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Amsterdam Med Ctr, Dept Rheumatol, Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
van der Horst-Bruinsma, Irene E.
de Koning, Margret H. M. T.
论文数: 0引用数: 0
h-index: 0
机构:
Jan van Breemen Inst, NL-1056 AB Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
de Koning, Margret H. M. T.
Habibuw, Moud R.
论文数: 0引用数: 0
h-index: 0
机构:
Sanquin Blood Bank NW Reg, Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
Habibuw, Moud R.
Dijkmans, Ben A. C.
论文数: 0引用数: 0
h-index: 0
机构:
Jan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands
Vrije Univ Amsterdam Med Ctr, Dept Rheumatol, Amsterdam, NetherlandsJan van Breemen Inst, NL-1056 AB Amsterdam, Netherlands