Abstract
Background: Systemic sclerosis (SSc) is a genetically complex autoimmune disease mediated by the interplay between genetic and epigenetic factors in a multitude of immune cells, with CD4+ T lymphocytes as one of the principle drivers of pathogenesis. Methods: DNA samples exacted from CD4+ T cells of 48 SSc patients and 16 healthy controls were hybridized on MethylationEPIC BeadChip array. In parallel, gene expression was interrogated by hybridizing total RNA on Clariom™ S array. Downstream bioinformatics analyses were performed to identify correlating differentially methylated CpG positions (DMPs) and differentially expressed genes (DEGs), which were then confirmed utilizing previously published promoter capture Hi-C (PCHi-C) data. Results: We identified 9112 and 3929 DMPs and DEGs, respectively. These DMPs and DEGs are enriched in functional categories related to inflammation and T cell biology. Furthermore, correlation analysis identified 17,500 possible DMP-DEG interaction pairs within a window of 5 Mb, and utilizing PCHi-C data, we observed that 212 CD4+ T cell-specific pairs of DMP-DEG also formed part of three-dimensional promoter-enhancer networks, potentially involving CTCF. Finally, combining PCHi-C data with SSc GWAS data, we identified four important SSc-associated susceptibility loci, TNIP1 (rs3792783), GSDMB (rs9303277), IL12RB1 (rs2305743), and CSK (rs1378942), that could potentially interact with DMP-DEG pairs cg17239269-ANXA6, cg19458020-CCR7, cg10808810-JUND, and cg11062629-ULK3, respectively. Conclusion: Our study unveils a potential link between genetic, epigenetic, and transcriptional deregulation in CD4+ T cells of SSc patients, providing a novel integrated view of molecular components driving SSc pathogenesis.
Original language | English |
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Article number | 81 |
Journal | Genome Medicine |
Volume | 12 |
Issue number | 1 |
DOIs | |
Publication status | Published - 25 Sept 2020 |
Keywords
- CTCF
- DNA methylation
- Epigenetics
- Genetic susceptibility variants
- Hi-C
- Long-distance regulation
- Systemic sclerosis
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Additional file 4 of Epigenomics and transcriptomics of systemic sclerosis CD4+ T cells reveal long-range dysregulation of key inflammatory pathways mediated by disease-associated susceptibility loci
Li, T. (Contributor), Ortiz-Fernández, L. (Creator), Andrés-León, E. (Creator), Ciudad, L. (Creator), Javierre, B. M. (Contributor), López-Isac, E. (Creator), Guillén-Del-Castillo, A. (Creator), Simeón-Aznar, C. P. (Creator), Ballestar, E. (Creator) & Martin, J. (Creator), figshare, 20 Sept 2020
DOI: 10.6084/m9.figshare.13010907.v1, https://springernature.figshare.com/articles/dataset/Additional_file_4_of_Epigenomics_and_transcriptomics_of_systemic_sclerosis_CD4_T_cells_reveal_long-range_dysregulation_of_key_inflammatory_pathways_mediated_by_disease-associated_susceptibility_loci/13010907/1
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Additional file 6 of Epigenomics and transcriptomics of systemic sclerosis CD4+ T cells reveal long-range dysregulation of key inflammatory pathways mediated by disease-associated susceptibility loci
Li, T. (Contributor), Ortiz-Fernández, L. (Creator), Andrés-León, E. (Creator), Ciudad, L. (Creator), Javierre, B. M. (Contributor), López-Isac, E. (Creator), Guillén-Del-Castillo, A. (Creator), Simeón-Aznar, C. P. (Creator), Ballestar, E. (Creator) & Martin, J. (Creator), figshare, 26 Sept 2020
DOI: 10.6084/m9.figshare.13010913.v1, https://springernature.figshare.com/articles/dataset/Additional_file_6_of_Epigenomics_and_transcriptomics_of_systemic_sclerosis_CD4_T_cells_reveal_long-range_dysregulation_of_key_inflammatory_pathways_mediated_by_disease-associated_susceptibility_loci/13010913/1
Dataset
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Epigenomics and transcriptomics of systemic sclerosis CD4+ T cells reveal long-range dysregulation of key inflammatory pathways mediated by disease-associated susceptibility loci
Li, T. (Contributor), Ortiz-Fernández, L. (Creator), Andrés-León, E. (Creator), Ciudad, L. (Creator), Javierre, B. M. (Contributor), López-Isac, E. (Creator), Guillén-Del-Castillo, A. (Creator), Simeón-Aznar, C. P. (Creator), Ballestar, E. (Creator) & Martin, J. (Creator), figshare, 26 Sept 2020
DOI: 10.6084/m9.figshare.c.5134137.v1, https://springernature.figshare.com/collections/Epigenomics_and_transcriptomics_of_systemic_sclerosis_CD4_T_cells_reveal_long-range_dysregulation_of_key_inflammatory_pathways_mediated_by_disease-associated_susceptibility_loci/5134137/1
Dataset