Autoimmune diseases are a heterogeneous group of diseases with an unclear aetiology. Genome-wide association studies (GWAS) and meta-analysis are inefficient in identifying shared variants. This study aims to identify shared genetic susceptibility for seven autoimmune diseases using sum of powered score (SPU) tests. GWAS summary statistics datasets of seven autoimmune diseases were downloaded from Open Targets Genetics, Dryad and In-ternational Multiple Sclerosis Genetics Consortium (IMSGC). The MTaSPUs was applied to confirm common single-nucleotide polymorphisms (SNP), MTaSPUsSet and aSPUs were performed to identify potential shared genes, and MTaSPUsPath was conducted to explore biological functions based on Kyoto encyclopedia of genes and genomes (KEGG) biological pathways. The MTaSPUs test found 104 pleiotropic SNPs (P < 1.19 x 10-6) in our study. The 38 of these SNPs were associated with at least one trait in the original GWAS study. A total of 56 genes associated with at least one trait (P < 4.98 x 10-6) were recognized by aSPUs test. The 45 potential pleiotropic genes (P < 4.98 x 10-6) were significant in MTaSPUsSet test. By aggregating results of aSPUs test and MTaSPUsSet test, we ascertained 38 pleiotropic genes. The 10 of these 38 pleiotropic genes have been reported in previous studies, while the remaining 28 genes were newly discovered. These 38 genes were matched in 14 significant KEGG pathways. We found new variants linked with complicated illnesses derived from several GWAS datasets using the SPU testing technique. The discovery of pleiotropic genes and shared pathways may aid in the development of common treatment approaches for autoimmune disorders.
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Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Univ Wisconsin, Ctr Demog Hlth & Aging, Madison, WI 53706 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Wu, Yuchang
Zhong, Xiaoyuan
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Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Zhong, Xiaoyuan
Lin, Yunong
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Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Univ Wisconsin, Dept Stat, Madison, WI 53706 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Lin, Yunong
Zhao, Zijie
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Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Zhao, Zijie
Chen, Jiawen
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Univ Wisconsin, Dept Stat, Madison, WI 53706 USA
Univ N Carolina, Dept Stat, Chapel Hill, NC 27514 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Chen, Jiawen
Zheng, Boyan
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Univ Wisconsin, Ctr Demog Hlth & Aging, Madison, WI 53706 USA
Univ Wisconsin, Dept Sociol, Madison, WI 53706 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Zheng, Boyan
Li, James J.
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Univ Wisconsin, Ctr Demog Hlth & Aging, Madison, WI 53706 USA
Univ Wisconsin, Dept Psychol, Madison, WI 53706 USA
Univ Wisconsin, Waisman Ctr, Madison, WI 53706 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Li, James J.
Fletcher, Jason M.
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Univ Wisconsin, Ctr Demog Hlth & Aging, Madison, WI 53706 USA
Univ Wisconsin, Dept Sociol, Madison, WI 53706 USA
Univ Wisconsin, La Follette Sch Publ Affairs, Madison, WI 53706 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Fletcher, Jason M.
Lu, Qiongshi
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Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
Univ Wisconsin, Ctr Demog Hlth & Aging, Madison, WI 53706 USA
Univ Wisconsin, Dept Stat, Madison, WI 53706 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53706 USA
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Univ Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA 98101 USAUniv Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA 98101 USA
Sitlani, Colleen M.
Baldassari, Antoine R.
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Univ N Carolina, Dept Epidemiol, Chapel Hill, NC 27516 USAUniv Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA 98101 USA
Baldassari, Antoine R.
Highland, Heather M.
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Univ N Carolina, Dept Epidemiol, Chapel Hill, NC 27516 USAUniv Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA 98101 USA
Highland, Heather M.
Hodonsky, Chani J.
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Univ Virginia, Ctr Publ Hlth Genom, Charlottesville, VA 22908 USAUniv Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA 98101 USA
Hodonsky, Chani J.
McKnight, Barbara
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Univ Washington, Dept Biostat, Seattle, WA 98195 USAUniv Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA 98101 USA
McKnight, Barbara
Avery, Christy L.
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Univ N Carolina, Dept Epidemiol, Chapel Hill, NC 27516 USAUniv Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA 98101 USA
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Univ Calif Los Angeles, Dept Comp Sci, 296B Engn 6, Los Angeles, CA 90095 USAUniv Calif Los Angeles, Dept Comp Sci, 296B Engn 6, Los Angeles, CA 90095 USA
Wu, Yue
Eskin, Eleazar
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Univ Calif Los Angeles, Dept Comp Sci, 296B Engn 6, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA USA
Univ Calif Los Angeles, Dept Computat Med, Los Angeles, CA USAUniv Calif Los Angeles, Dept Comp Sci, 296B Engn 6, Los Angeles, CA 90095 USA
Eskin, Eleazar
Sankararaman, Sriram
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Univ Calif Los Angeles, Dept Comp Sci, 296B Engn 6, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA USA
Univ Calif Los Angeles, Dept Computat Med, Los Angeles, CA USAUniv Calif Los Angeles, Dept Comp Sci, 296B Engn 6, Los Angeles, CA 90095 USA
机构:
Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USAAlbert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USA
Wang, Tao
Xue, Xiaonan
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Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USAAlbert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USA
Xue, Xiaonan
Xie, Xianhong
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Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USAAlbert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USA
Xie, Xianhong
Ye, Kenny
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Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USAAlbert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USA
Ye, Kenny
Zhu, Xiaofeng
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Case Western Reserve Univ, Sch Med, Dept Populat & Quantitat Hlth Sci, Cleveland, OH USAAlbert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USA
Zhu, Xiaofeng
Elston, Robert C.
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Case Western Reserve Univ, Sch Med, Dept Populat & Quantitat Hlth Sci, Cleveland, OH USAAlbert Einstein Coll Med, Dept Epidemiol & Populat Hlth, New York, NY USA