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Orent W, Mchenry AR, Rao DA, White C, Klein HU, Bassil R, Srivastava G, Replogle JM, Raj T, Frangieh M, Cimpean M, Cuerdon N, Chibnik L, Khoury SJ, Karlson EW, Brenner MB, De Jager P, Bradshaw EM, Elyaman W. Rheumatoid arthritis-associated RBPJ polymorphism alters memory CD4+ T cells. Hum Mol Genet 2015; 25:404-17. [PMID: 26604133 DOI: 10.1093/hmg/ddv474] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 11/15/2015] [Indexed: 02/07/2023] Open
Abstract
Notch signaling has recently emerged as an important regulator of immune responses in autoimmune diseases. The recombination signal-binding protein for immunoglobulin kappa J region (RBPJ) is a transcriptional repressor, but converts into a transcriptional activator upon activation of the canonical Notch pathway. Genome-wide association studies of rheumatoid arthritis (RA) identified a susceptibility locus, rs874040(CC), which implicated the RBPJ gene. Here, chromatin state mapping generated using the chromHMM algorithm reveals strong enhancer regions containing DNase I hypersensitive sites overlapping the rs874040 linkage disequilibrium block in human memory, but not in naïve CD4(+) T cells. The rs874040 overlapping this chromatin state was associated with increased RBPJ expression in stimulated memory CD4(+) T cells from healthy subjects homozygous for the risk allele (CC) compared with memory CD4(+) T cells bearing the protective allele (GG). Transcriptomic analysis of rs874040(CC) memory T cells showed a repression of canonical Notch target genes IL (interleukin)-9, IL-17 and interferon (IFN)γ in the basal state. Interestingly, activation of the Notch pathway using soluble Notch ligand, Jagged2-Fc, induced IL-9 and IL-17A while delta-like 4Fc, another Notch ligand, induced higher IFNγ expression in the rs874040(CC) memory CD4(+) T cells compared with their rs874040(GG) counterparts. In RA, RBPJ expression is elevated in memory T cells from RA patients compared with control subjects, and this was associated with induced inflammatory cytokines IL-9, IL-17A and IFNγ in response to Notch ligation in vitro. These findings demonstrate that the rs874040(CC) allele skews memory T cells toward a pro-inflammatory phenotype involving Notch signaling, thus increasing the susceptibility to develop RA.
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Affiliation(s)
| | | | - Deepak A Rao
- Division of Rheumatology, Immunology and Allergy and
| | - Charles White
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | - Hans-Ulrich Klein
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | | | - Gyan Srivastava
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | - Joseph M Replogle
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | - Towfique Raj
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | | | - Maria Cimpean
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | - Nicole Cuerdon
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | - Lori Chibnik
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | - Samia J Khoury
- Ann Romney Center for Neurologic Diseases, Abu Haidar Neuroscience Institute, American University of Beirut Medical Center, Beirut, Lebanon
| | | | | | - Philip De Jager
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | - Elizabeth M Bradshaw
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
| | - Wassim Elyaman
- Ann Romney Center for Neurologic Diseases, Program in Translational NeuroPsychiatric Genomics, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Broad Institute at Harvard University and MIT, NRB-641, 77 Avenue Louis Pasteur, Boston, MA 02115, USA and
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Zwemer LM, Hui L, Wick HC, Bianchi DW. RNA-Seq and expression microarray highlight different aspects of the fetal amniotic fluid transcriptome. Prenat Diagn 2014; 34:1006-14. [PMID: 24852236 DOI: 10.1002/pd.4417] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2014] [Revised: 05/09/2014] [Accepted: 05/19/2014] [Indexed: 12/21/2022]
Abstract
OBJECTIVE The aim of this study was to compare the complexity of the amniotic fluid supernatant cell-free fetal transcriptome as described by RNA Sequencing (RNA-Seq) and gene expression microarrays. METHODS Cell-free fetal RNA from the amniotic fluid supernatant of five euploid mid-trimester samples was divided and prepared in tandem for analysis by either the Affymetrix HG-U133 Plus 2.0 Gene Chip microarray or Illumina HiSeq. Transcriptomes were assembled and compared on the basis of the presence of signal, rank-order gene expression, and pathway enrichment using Ingenuity Pathway Analysis (IPA). RNA-Seq data were also examined for evidence of alternative splicing. RESULTS Within individual samples, gene expression was strongly correlated (R = 0.43-0.57). Fewer expressed genes were observed using RNA-Seq than gene expression microarrays (4158 vs 8842). Most of the top pathways in the 'Physiological Systems Development and Function' IPA category were shared between platforms, although RNA-Seq yielded more significant p-values. Using RNA-Seq, examples of known alternative splicing were detected in several genes including H19 and IGF2. CONCLUSIONS In this pilot study, we found that expression microarrays gave a broader view of overall gene expression, while RNA-Seq demonstrated alternative splicing and specific pathways relevant to the developing fetus. The degraded nature of cell-free fetal RNA presented technical challenges for the RNA-Seq approach.
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Affiliation(s)
- Lillian M Zwemer
- Mother Infant Research Institute, Tufts Medical Center, Boston, MA, USA
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