Background Frailty is a state of increased vulnerability to poor resolution of homeostasis after a stressor event, which increases the risk of adverse outcomes including falls, disability and death. The underlying pathophysiological pathways of frailty are not known but the hypothalamic-pituitary-adrenal axis and heightened chronic systemic inflammation appear to be major contributors. Methods We used the English Longitudinal Study of Ageing dataset of 3160 individuals over the age of 50 and assessed their frailty status according to the Fried-criteria. We selected single nucleotide polymorphisms in genes involved in the steroid hormone or inflammatory pathways and performed linear association analysis using age and sex as covariates. To support the biological plausibility of any genetic associations, we selected biomarker levels for further analyses to act as potential endophenotypes of our chosen genetic loci. Results The strongest association with frailty was observed in the Tumor Necrosis Factor (TNF) (rs1800629, P = 0.001198, beta = 0.0894) and the Protein Tyrosine Phosphatase, Receptor type, J (PTPRJ) (rs1566729, P = 0.001372, beta = 0.09397) genes. Rs1800629 was significantly associated with decreased levels of high-density lipoprotein (HDL) (P = 0.00949) and cholesterol levels (P = 0.00315), whereas rs1566729 was associated with increased levels of HDL (P = 0.01943). After correcting for multiple testing none of the associations remained significant. Conclusions We provide potential evidence for the involvement of a multifunctional proinflammatory cytokine gene (TNF) in the frailty phenotype. The implication of this gene is further supported by association with the endophenotype biomarker results.
机构:
CLIN 9ru, Dept Res, 4F Peninsula Tokyo,1-8-1 Yurakucho,Chiyoda Ku, Tokyo 1000006, JapanCLIN 9ru, Dept Res, 4F Peninsula Tokyo,1-8-1 Yurakucho,Chiyoda Ku, Tokyo 1000006, Japan
Kojima, Gotaro
Taniguchi, Yu
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Natl Inst Environm Studies, Hlth & Environm Risk Div, Ibaraki, JapanCLIN 9ru, Dept Res, 4F Peninsula Tokyo,1-8-1 Yurakucho,Chiyoda Ku, Tokyo 1000006, Japan
Taniguchi, Yu
Aoyama, Reijiro
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Chinese Univ Hong Kong, Dept Japanese Studies, Shatin, Hong Kong, Peoples R ChinaCLIN 9ru, Dept Res, 4F Peninsula Tokyo,1-8-1 Yurakucho,Chiyoda Ku, Tokyo 1000006, Japan
Aoyama, Reijiro
Urano, Tomohiko
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机构:
Int Univ Hlth & Welf, Dept Geriatr Med, Chiba, JapanCLIN 9ru, Dept Res, 4F Peninsula Tokyo,1-8-1 Yurakucho,Chiyoda Ku, Tokyo 1000006, Japan
机构:
Trinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, IrelandTrinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
O'Halloran, Aisling M.
Laird, Eamon J.
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Trinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, IrelandTrinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
Laird, Eamon J.
Feeney, Joanne
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Trinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, IrelandTrinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
Feeney, Joanne
Healy, Martin
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机构:
St James Hosp, Dept Biochem, Lab Med & Mol Pathol, Dublin, IrelandTrinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
Healy, Martin
Moran, Rachel
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机构:
Waterford Inst Technol, Sch Hlth Sci, Nutr Res Ctr Ireland, Macular Pigment Res Grp, Waterford, IrelandTrinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
Moran, Rachel
Beatty, Stephen
论文数: 0引用数: 0
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机构:
Waterford Inst Technol, Sch Hlth Sci, Nutr Res Ctr Ireland, Macular Pigment Res Grp, Waterford, IrelandTrinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
Beatty, Stephen
Nolan, John M.
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Waterford Inst Technol, Sch Hlth Sci, Nutr Res Ctr Ireland, Macular Pigment Res Grp, Waterford, IrelandTrinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
Nolan, John M.
Molloy, Anne M.
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Trinity Coll Dublin, Clin Med, Dublin, IrelandTrinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
Molloy, Anne M.
Kenny, Rose Anne
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机构:
Trinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
St James Hosp, Mercers Inst Successful Ageing, Dublin, IrelandTrinity Coll Dublin, Med Gerontol, Irish Longitudinal Study Ageing, Dublin 2, Ireland
机构:
Fudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Fudan Univ, Huashan Hosp, Natl Clin Res Ctr Aging & Med, Shanghai, Peoples R China
Fudan Univ, Peoples Hosp Rugao Joint Res Inst Long, Rugao, Jiangsu, Peoples R ChinaFudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Zhang, Hui
Hao, Meng
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Fudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Fudan Univ, Huashan Hosp, Natl Clin Res Ctr Aging & Med, Shanghai, Peoples R ChinaFudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Hao, Meng
Li, Yi
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Fudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Fudan Univ, Huashan Hosp, Natl Clin Res Ctr Aging & Med, Shanghai, Peoples R ChinaFudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Li, Yi
Jiang, Xiaoyan
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机构:
Tongji Univ, Sch Med, Dept Pathol & Pathophysiol, Key Lab Arrhythmias,Minist Educ, Shanghai, Peoples R ChinaFudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Jiang, Xiaoyan
Wang, Mengjing
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机构:
Fudan Univ, Huashan Hosp, Natl Clin Res Ctr Aging & Med, Shanghai, Peoples R China
Fudan Univ, Huashan Hosp, Dept Nephrol, Shanghai, Peoples R ChinaFudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Wang, Mengjing
Chen, Jing
论文数: 0引用数: 0
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机构:
Fudan Univ, Huashan Hosp, Natl Clin Res Ctr Aging & Med, Shanghai, Peoples R China
Fudan Univ, Huashan Hosp, Dept Nephrol, Shanghai, Peoples R ChinaFudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Chen, Jing
Wang, Xiaofeng
论文数: 0引用数: 0
h-index: 0
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Fudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Fudan Univ, Huashan Hosp, Natl Clin Res Ctr Aging & Med, Shanghai, Peoples R China
Fudan Univ, Peoples Hosp Rugao Joint Res Inst Long, Rugao, Jiangsu, Peoples R ChinaFudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Wang, Xiaofeng
Sun, Xuehui
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Fudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
Fudan Univ, Huashan Hosp, Natl Clin Res Ctr Aging & Med, Shanghai, Peoples R China
Fudan Univ, Peoples Hosp Rugao Joint Res Inst Long, Rugao, Jiangsu, Peoples R ChinaFudan Univ, Huashan Hosp, Human Phenome Inst, Shanghai, Peoples R China
机构:
London Sch Econ, Dept Methodol, London, England
Tan Tock Seng Hosp, Dept Geriatr Med, 11 Jalan Tan Tock Seng, Singapore 308433, Singapore
Tan Tock Seng Hosp, Inst Geriatr & Act Ageing, 11 Jalan Tan Tock Seng, Singapore 308433, SingaporeLondon Sch Econ, Dept Methodol, London, England
Ding, Yew Y.
Kuha, Jouni
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London Sch Econ, Dept Methodol, London, England
London Sch Econ, Dept Stat, London, EnglandLondon Sch Econ, Dept Methodol, London, England
Kuha, Jouni
Murphy, Michael
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London Sch Econ, Dept Social Policy, London, EnglandLondon Sch Econ, Dept Methodol, London, England
机构:
Univ Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
FHEMIG Fundacao Hosp Estado Minas Gerais, Belo Horizonte, MG, BrazilUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Megale, Rodrigo Z.
Ferreira, Manuela L.
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Univ Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Ferreira, Manuela L.
Ferreira, Paulo H.
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Univ Sydney, Fac Hlth Sci, Discipline Physiotherapy, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Ferreira, Paulo H.
Naganathan, Vasi
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Univ Sydney, Concord Hosp, Ctr Educ & Res Ageing, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Naganathan, Vasi
Cumming, Robert
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Univ Sydney, Concord Hosp, Ctr Educ & Res Ageing, Sydney, NSW, Australia
Univ Sydney, ARC Ctr Excellence Populat Ageing Res, Sydney, NSW, Australia
Univ Sydney, Concord Hosp, ANZAC Res Inst, Sydney, NSW, Australia
Univ Sydney, Sch Publ Hlth, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Cumming, Robert
Hirani, Vasant
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Univ Sydney, Concord Hosp, Ctr Educ & Res Ageing, Sydney, NSW, Australia
Univ Sydney, ARC Ctr Excellence Populat Ageing Res, Sydney, NSW, Australia
Univ Sydney, Charles Perkins Ctr, Sch Life & Environm Sci, Nutr & Dietet Grp, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Hirani, Vasant
Waite, Louise M.
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Univ Sydney, Concord Hosp, Ctr Educ & Res Ageing, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Waite, Louise M.
Seibel, Markus J.
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Univ Sydney, Concord Hosp, ANZAC Res Inst, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Seibel, Markus J.
Le Couteur, David G.
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Univ Sydney, Concord Hosp, Ctr Educ & Res Ageing, Sydney, NSW, Australia
Univ Sydney, Concord Hosp, ANZAC Res Inst, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Le Couteur, David G.
Handelsman, David J.
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Univ Sydney, Concord Hosp, ANZAC Res Inst, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
Handelsman, David J.
Blyth, Fiona M.
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h-index: 0
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Univ Sydney, Concord Hosp, Ctr Educ & Res Ageing, Sydney, NSW, AustraliaUniv Sydney, Sydney Med Sch, Kolling Inst, Inst Bone & Joint Res, Sydney, NSW, Australia
机构:
Newcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, EnglandNewcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England
Sinclair, David R.
Maharani, Asri
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h-index: 0
机构:
Univ Manchester, Sch Hlth Sci, Div Nursing Midwifery & Social Work, Fac Biol Med & Hlth, Manchester M13 9PL, EnglandNewcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England
Maharani, Asri
Clegg, Andrew
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h-index: 0
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Univ Leeds, Bradford Inst Hlth Res, Sch Med, Acad Unit Ageing & Stroke Res, Leeds LS2 9JT, EnglandNewcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England
Clegg, Andrew
Hanratty, Barbara
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Newcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, EnglandNewcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England
Hanratty, Barbara
Tampubolon, Gindo
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Univ Manchester, Global Dev Inst, Fac Humanities, Sch Environm Educ & Dev, Manchester M13 9PL, EnglandNewcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England
Tampubolon, Gindo
Todd, Chris
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机构:
Univ Manchester, Older People & Frailty Policy Res Unit, Sch Hlth Sci, Natl Inst Hlth Res NIHR,Fac Biol Med & Hlth, Manchester M13 9PL, EnglandNewcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England
Todd, Chris
Wittenberg, Raphael
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London Sch Econ & Polit Sci, Natl Inst Hlth & Care Res NIHR, Care Policy & Evaluat Ctr, Older People & Frailty Policy Res Unit, London WC2A 2AE, EnglandNewcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England
Wittenberg, Raphael
O'Neill, Terence W.
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Univ Manchester, Older People & Frailty Policy Res Unit, Sch Hlth Sci, Natl Inst Hlth Res NIHR,Fac Biol Med & Hlth, Manchester M13 9PL, EnglandNewcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England
O'Neill, Terence W.
Matthews, Fiona E.
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Newcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England
Univ Hull, Cottingham Rd, Kingston Upon Hull HU6 7RX, EnglandNewcastle Univ, Populat Hlth Sci Inst, Older People & Frailty Policy Res Unit, Natl Inst Hlth & Care Res NIHR, Newcastle Upon Tyne NE1 7RU, England