Shared genetic etiology underlying Alzheimer's disease and type 2 diabetes
被引:57
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作者:
Hao, Ke
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机构:
Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Hao, Ke
[1
,2
]
Di Narzo, Antonio Fabio
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机构:
Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Di Narzo, Antonio Fabio
[1
,2
]
Ho, Lap
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h-index: 0
机构:
Icahn Sch Med Mt Sinai, Dept Neurol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Ho, Lap
[3
]
Luo, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Huaqiao Univ, Coll Comp Sci & Technol, Xiamen 361021, Peoples R ChinaIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Luo, Wei
[1
,4
]
Li, Shuyu
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机构:
Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Li, Shuyu
[1
,2
]
Chen, Rong
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机构:
Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Chen, Rong
[1
,2
]
Li, Tongbin
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h-index: 0
机构:
AccuraSci LLC, Johnston, IA USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Li, Tongbin
[5
]
Dubner, Lauren
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机构:
Icahn Sch Med Mt Sinai, Dept Neurol, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Dubner, Lauren
[3
]
Pasinetti, Giulio Maria
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机构:
Icahn Sch Med Mt Sinai, Dept Neurol, New York, NY 10029 USA
James J Peters Vet Affairs Med Ctr, GRECC, Bronx, NY USAIcahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
Pasinetti, Giulio Maria
[3
,6
]
机构:
[1] Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
[2] Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, New York, NY 10029 USA
[3] Icahn Sch Med Mt Sinai, Dept Neurol, New York, NY 10029 USA
[4] Huaqiao Univ, Coll Comp Sci & Technol, Xiamen 361021, Peoples R China
[5] AccuraSci LLC, Johnston, IA USA
[6] James J Peters Vet Affairs Med Ctr, GRECC, Bronx, NY USA
Epidemiological evidence supports the observation that subjects with type 2 diabetes (T2D) are at higher risk to develop Alzheimer's disease (AD). However, whether and how these two conditions are causally linked is unknown. Possible mechanisms include shared genetic risk factors, which were investigated in this study based on recent genome wide association study (GWAS) findings. In order to achieve our goal, we retrieved single nucleotide polymorphisms (SNPs) associated with T2D and AD from large-scale GWAS metaanalysis consortia and tested for overlap among the T2D- and AD-associated SNPs at various p-value thresholds. We then explored the function of the shared T2D/AD GWAS SNPs by leveraging expressional quantitative trait loci, pathways, gene ontology data, and coexpression networks. We found 927 SNPs associated with both AD and T2D with p-value <= 0.01, an overlap significantly larger than random chance (overlapping p-value of 6.93E-28). Among these, 395 of the shared GWAS SNPs have the same risk allele for AD and T2D, suggesting common pathogenic mechanisms underlying the development of both AD and T2D. Genes influenced by shared T2D/AD SNPs with the same risk allele were first identified using a SNP annotation variation (ANNOVAR) software, followed by using Association Protein-Protein Link Evaluator (DAPPLE) software to identify additional proteins that are known to physically interact with the ANNOVAR gene annotations. We found that gene annotations from ANNOVAR and DAPPLE significantly enriched specific KEGG pathways pertaining to immune responses, cell signaling and neuronal plasticity, cellular processes in which abnormalities are known to contribute to both T2D and AD pathogenesis. Thus, our observation suggests that among T2D subjects with common genetic predispositions (e.g., SNPs with consistent risk alleles for T2D and AD), dysregulation of these pathogenic pathways could contribute to the elevated risks for AD in subjects. Interestingly, we found that 532 of the shared T2D/AD GWAS SNPs had divergent risk alleles in the two diseases. For individual shared T2D/AD SNPs with divergent alleles, one of the allelic forms may contribute to one of the diseases (e.g., T2D), but not necessarily to the other (e.g., AD), or vice versa. Collectively, our GWAS studies tentatively support the epidemiological observation of disease concordance between T2D and AD. Moreover, the studies provide the much needed information for the design of future novel therapeutic approaches, for a subpopulation of T2D subjects with genetic disposition to AD, that could benefit T2D and reduce the risk for subsequent development of AD. (C) 2015 Elsevier Ltd. All rights reserved.
机构:
Duke Univ, Med Ctr, Dept Neurol, Durham, NC 27708 USADuke Univ, Med Ctr, Dept Neurol, Durham, NC 27708 USA
Lutz, Michael W.
Sprague, Daniel
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机构:
Duke Univ, Med Ctr, Dept Neurol, Durham, NC 27708 USA
Duke Univ, Ctr Genom & Computat Biol, Med Ctr, Durham, NC 27708 USADuke Univ, Med Ctr, Dept Neurol, Durham, NC 27708 USA
Sprague, Daniel
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机构:
Barrera, Julio
Chiba-Falek, Ornit
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Med Ctr, Dept Neurol, Durham, NC 27708 USA
Duke Univ, Ctr Genom & Computat Biol, Med Ctr, Durham, NC 27708 USADuke Univ, Med Ctr, Dept Neurol, Durham, NC 27708 USA
机构:
Fudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Fudan Univ, Sch Life Sci, Innovat Ctr Genet & Dev, Shanghai, Peoples R China
Fudan Univ, Human Phenome Inst, Shanghai, Peoples R ChinaFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Hu, Zixin
Jiao, Rong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Hlth Sci Ctr Houston, Sch Publ Hlth, Dept Biostat & Data Sci, Houston, TX 77030 USAFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Jiao, Rong
Wang, Panpan
论文数: 0引用数: 0
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机构:
Fudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Fudan Univ, Sch Life Sci, Innovat Ctr Genet & Dev, Shanghai, Peoples R ChinaFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Wang, Panpan
Zhu, Yun
论文数: 0引用数: 0
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机构:
Univ Florida, Dept Epidemiol, Gainesville, FL 32611 USAFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Zhu, Yun
Zhao, Jinying
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机构:
Univ Florida, Dept Epidemiol, Gainesville, FL 32611 USAFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Zhao, Jinying
De Jager, Phil
论文数: 0引用数: 0
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机构:
Columbia Univ, Ctr Translat & Computat Neuroimmunol, Dept Neurol, Med Ctr, New York, NY 10033 USAFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
De Jager, Phil
Bennett, David A.
论文数: 0引用数: 0
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机构:
Rush Univ, Rush Alzheimers Dis Ctr, Med Ctr, Chicago, IL 60612 USAFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Bennett, David A.
Jin, Li
论文数: 0引用数: 0
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机构:
Fudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Fudan Univ, Sch Life Sci, Innovat Ctr Genet & Dev, Shanghai, Peoples R China
Fudan Univ, Human Phenome Inst, Shanghai, Peoples R ChinaFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
Jin, Li
Xiong, Momiao
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机构:
Univ Texas Hlth Sci Ctr Houston, Sch Publ Hlth, Dept Biostat & Data Sci, Houston, TX 77030 USAFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai, Peoples R China
机构:
Duke Univ, Dept Neurol, Div Translat Brain Sci, Med Ctr, Durham, NC USADuke Univ, Dept Neurol, Div Translat Brain Sci, Med Ctr, Durham, NC USA
Lutz, Michael W.
Luo, Sheng
论文数: 0引用数: 0
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机构:
Duke Univ, Med Ctr, Dept Biostat & Bioinformat, Durham, NC USADuke Univ, Dept Neurol, Div Translat Brain Sci, Med Ctr, Durham, NC USA
Luo, Sheng
Williamson, Douglas E.
论文数: 0引用数: 0
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机构:
Duke Univ, Dept Psychiat & Behav Sci, Med Ctr, Durham, NC USA
Durham VA Med Ctr, Res Serv, Durham, NC USA
Duke Univ, Ctr Appl Genom & Precis Med, Med Ctr, 300 North Duke St, Durham, NC 27701 USADuke Univ, Dept Neurol, Div Translat Brain Sci, Med Ctr, Durham, NC USA
Williamson, Douglas E.
Chiba-Falek, Ornit
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Dept Neurol, Div Translat Brain Sci, Med Ctr, Durham, NC USA
Duke Univ, Ctr Genom & Computat Biol, Med Ctr, Durham, NC USADuke Univ, Dept Neurol, Div Translat Brain Sci, Med Ctr, Durham, NC USA
机构:
UCL, Dementia Res Inst, London WC1N 3BG, England
UCL, Reta Lilla Weston Labs, Dept Neurodegenerat, Inst Neurol, London WC1N 3BG, EnglandUCL, Dementia Res Inst, London WC1N 3BG, England
Hardy, John
de Strooper, Bart
论文数: 0引用数: 0
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机构:
UCL, Dementia Res Inst, London WC1N 3BG, England
VIB Ctr Brain & Dis Res, Leuven, Belgium
Katholieke Univ Leuven, Leuven Brain Inst, Leuven, BelgiumUCL, Dementia Res Inst, London WC1N 3BG, England
de Strooper, Bart
Escott-Price, Valentina
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机构:
Cardiff Univ, Sch Med, Div Neurosci & Mental Hlth, Cardiff, WalesUCL, Dementia Res Inst, London WC1N 3BG, England