Breakdown of multiple sclerosis genetics to identify an integrated disease network and potential variant mechanisms
被引:10
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作者:
Shepard, C. Joy
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Athens State Univ, Dept Biol, Athens, AL USA
Univ Alabama Birmingham, Grad Biomed Sci, Birmingham, AL USAAthens State Univ, Dept Biol, Athens, AL USA
Shepard, C. Joy
[1
,2
]
Cline, Sara G.
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机构:
Athens State Univ, Dept Biol, Athens, AL USAAthens State Univ, Dept Biol, Athens, AL USA
Cline, Sara G.
[1
]
Hinds, David
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机构:
HudsonAlpha Inst Biotechnol, Huntsville, AL USA
Michigan State Univ, Dept Pediat & Human Dev, Coll Human Med, Grand Rapids, MI USAAthens State Univ, Dept Biol, Athens, AL USA
Hinds, David
[3
,4
]
Jahanbakhsh, Seyedehameneh
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机构:
Michigan State Univ, Dept Pediat & Human Dev, Coll Human Med, Grand Rapids, MI USAAthens State Univ, Dept Biol, Athens, AL USA
Jahanbakhsh, Seyedehameneh
[4
]
Prokop, Jeremy W.
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Michigan State Univ, Dept Pediat & Human Dev, Coll Human Med, Grand Rapids, MI USA
Michigan State Univ, Dept Pharmacol & Toxicol, E Lansing, MI 48824 USAAthens State Univ, Dept Biol, Athens, AL USA
Prokop, Jeremy W.
[4
,5
]
机构:
[1] Athens State Univ, Dept Biol, Athens, AL USA
[2] Univ Alabama Birmingham, Grad Biomed Sci, Birmingham, AL USA
[3] HudsonAlpha Inst Biotechnol, Huntsville, AL USA
[4] Michigan State Univ, Dept Pediat & Human Dev, Coll Human Med, Grand Rapids, MI USA
[5] Michigan State Univ, Dept Pharmacol & Toxicol, E Lansing, MI 48824 USA
Genetics of multiple sclerosis (MS) are highly polygenic with few insights into mechanistic associations with pathology. In this study, we assessed MS genetics through linkage disequilibrium and missense variant interpretation to yield a MS gene network. This network of 96 genes was taken through pathway analysis, tissue expression profiles, single cell expression segregation, expression quantitative trait loci (eQTLs), genome annotations, transcription factor (TF) binding profiles, structural genome looping, and overlap with additional associated genetic traits. This work revealed immune system dysfunction, nerve cell myelination, energetic control, transcriptional regulation, and variants that overlap multiple autoimmune disorders. Tissue-specific expression and eQTLs of MS genes implicate multiple immune cell types including macrophages, neutrophils, and T cells, while the genes in neural cell types enrich for oligodendrocyte and myelin sheath biology. There are eQTLs in linkage with lead MS variants in 25 genes including the multitissue eQTL, rs9271640, for HLA-DRB1/DRB5. Using multiple functional genomic databases, we identified noncoding variants that disrupt TF binding for GABPA, CTCF, EGR1, YY1, SPI1, CLOCK, ARNTL, BACH1, and GFI1. Overall, this paper suggests multiple genetic mechanisms for MS associated variants while highlighting the importance of a systems biology and network approach when elucidating intersections of the immune and nervous system.
机构:
Janssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USAJanssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USA
Doostparast Torshizi, Abolfazl
Truong, Dongnhu T.
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Janssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USAJanssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USA
Truong, Dongnhu T.
Hou, Liping
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机构:
Janssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USAJanssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USA
Hou, Liping
Smets, Bart
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机构:
Janssen Pharmaceut NV, Neurosci Data Sci, Beerse, BelgiumJanssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USA
Smets, Bart
Whelan, Christopher D.
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机构:
Janssen Res & Dev LLC, Neurosci Data Sci, Cambridge, MA USAJanssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USA
Whelan, Christopher D.
Li, Shuwei
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Janssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USAJanssen Res & Dev LLC, Populat Analyt & Insights, AI ML, Spring House, PA 19477 USA
机构:
Monash Univ, Dept Neurosci, Cent Clin Sch, Melbourne, Vic, Australia
Univ Melbourne, Royal Melbourne Hosp, Dept Med, Melbourne, Vic, Australia
Univ Melbourne, Royal Melbourne Hosp, Melbourne Brain Ctr, Melbourne, Vic, Australia
Royal Melbourne Hosp, Dept Neurol, Parkville, Vic, AustraliaMonash Univ, Dept Neurosci, Cent Clin Sch, Melbourne, Vic, Australia
Jokubaitis, Vilija G.
Zhou, Yuan
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机构:
Univ Tasmania, Menzies Inst Med Res, Hobart, Tas, AustraliaMonash Univ, Dept Neurosci, Cent Clin Sch, Melbourne, Vic, Australia
Zhou, Yuan
Butzkueven, Helmut
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机构:
Monash Univ, Dept Neurosci, Cent Clin Sch, Melbourne, Vic, Australia
Univ Melbourne, Royal Melbourne Hosp, Dept Med, Melbourne, Vic, Australia
Univ Melbourne, Royal Melbourne Hosp, Melbourne Brain Ctr, Melbourne, Vic, Australia
Royal Melbourne Hosp, Dept Neurol, Parkville, Vic, Australia
Box Hill Hosp, Dept Neurol, Box Hill, Vic, AustraliaMonash Univ, Dept Neurosci, Cent Clin Sch, Melbourne, Vic, Australia
Butzkueven, Helmut
Taylor, Bruce V.
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机构:
Univ Tasmania, Menzies Inst Med Res, Hobart, Tas, Australia
Royal Hobart Hosp, Dept Neurol, Hobart, Tas, AustraliaMonash Univ, Dept Neurosci, Cent Clin Sch, Melbourne, Vic, Australia