Epigenetic Clock Explains White Matter Hyperintensity Burden Irrespective of Chronological Age
被引:7
作者:
Jimenez-Balado, Joan
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Jimenez-Balado, Joan
[1
]
Giralt-Steinhauer, Eva
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Giralt-Steinhauer, Eva
[1
]
Fernandez-Perez, Isabel
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Fernandez-Perez, Isabel
[1
]
Rey, Lucia
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Rey, Lucia
[1
]
Cuadrado-Godia, Elisa
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Univ Pompeu Fabra UPF, Med Dept, DCEXS, Barcelona 08002, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Cuadrado-Godia, Elisa
[1
,2
]
Ois, Angel
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Univ Pompeu Fabra UPF, Med Dept, DCEXS, Barcelona 08002, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Ois, Angel
[1
,2
]
Rodriguez-Campello, Ana
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Univ Pompeu Fabra UPF, Med Dept, DCEXS, Barcelona 08002, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Rodriguez-Campello, Ana
[1
,2
]
Soriano-Tarraga, Carolina
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Dept Psychiat Neurogenom & Informat, Sch Med, St Louis, MO 63110 USAInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Soriano-Tarraga, Carolina
[3
]
Lazcano, Uxue
论文数: 0引用数: 0
h-index: 0
机构:
Unidad Invest AP OSIs, Donostia San Sebastian 20014, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Lazcano, Uxue
[4
]
Macias-Gomez, Adria
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Macias-Gomez, Adria
[1
]
Suarez-Perez, Antoni
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Suarez-Perez, Antoni
[1
]
Revert, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Revert, Anna
[1
]
Estragues, Isabel
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Estragues, Isabel
[1
]
Beltran-Marmol, Brigitte
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Mar, Radiol Dept, Neuroradiol Unit, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Beltran-Marmol, Brigitte
[5
]
Medrano-Martorell, Santiago
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Mar, Radiol Dept, Neuroradiol Unit, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Medrano-Martorell, Santiago
[5
]
Capellades, Jaume
论文数: 0引用数: 0
h-index: 0
机构:
Hosp Mar, Radiol Dept, Neuroradiol Unit, Barcelona 08003, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Capellades, Jaume
[5
]
Roquer, Jaume
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Univ Pompeu Fabra UPF, Med Dept, DCEXS, Barcelona 08002, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Roquer, Jaume
[1
,2
]
Jimenez-Conde, Jordi
论文数: 0引用数: 0
h-index: 0
机构:
Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Univ Pompeu Fabra UPF, Med Dept, DCEXS, Barcelona 08002, SpainInst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
Jimenez-Conde, Jordi
[1
,2
]
机构:
[1] Inst Hosp Mar Invest Med IMIM, Dept Neurol, Neurovasc Res Grp, Barcelona 08003, Spain
[2] Univ Pompeu Fabra UPF, Med Dept, DCEXS, Barcelona 08002, Spain
[3] Washington Univ, Dept Psychiat Neurogenom & Informat, Sch Med, St Louis, MO 63110 USA
[4] Unidad Invest AP OSIs, Donostia San Sebastian 20014, Spain
[5] Hosp Mar, Radiol Dept, Neuroradiol Unit, Barcelona 08003, Spain
来源:
BIOLOGY-BASEL
|
2023年
/
12卷
/
01期
关键词:
white matter hyperintensities;
cerebral small vessel disease;
epigenetics;
DNA methylation;
biological age;
epigenetic clock;
SMALL VESSEL DISEASE;
EPIGENOME-WIDE ASSOCIATION;
ISCHEMIC-STROKE;
D O I:
10.3390/biology12010033
中图分类号:
Q [生物科学];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
Simple Summary Biological age (B-age), or the degree of aging of an individual, can differ from chronological age. B-age is affected by epigenetics, and we calculate it based on the degree of methylation of multiple specific regions of human DNA. For previous research, we know that patients with ischemic stroke are biologically older than healthy individuals without stroke. On the other hand, white matter hyperintensities (WMH) observed in brain magnetic resonance images are an unspecific sign that has been associated with brain aging and also with the increased risk of stroke or dementia. It is unknown whether epigenetic biological age is associated with this sign of brain aging. In this manuscript, we interrogated the association between B-age and WMH volume and found that patients with high WMH burden are biologically older. Moreover, we found that 42.7% of the effects of chronological age on WMH can be explained by B-age, suggesting a role of epigenetics in WMH pathophysiology. Our study also generates a potential number of questions that might be addressed in further articles, such as whether this relationship depends on WMH location. In this manuscript we studied the relationship between WMH and biological age (B-age) in patients with acute stroke. We included in this study 247 patients with acute stroke recruited at Hospital del Mar having both epigenetic (DNA methylation) and magnetic resonance imaging data. WMH were measured using a semi-automated method. B-age was calculated using two widely used methods: the Hannum and Horvath formulas. We used multiple linear regression models to interrogate the role of B-age on WMH volume after adjusting for chronological age (C-age) and other covariables. Average C-age of the sample was 68.4 (+/- 11.8) and we observed a relatively high median WMH volume (median = 8.8 cm(3), Q1-Q3 = 4.05-18.8). After adjusting for potential confounders, we observed a significant effect of B-age(Hannum) on WMH volume (beta(Hannum) = 0.023, p-value = 0.029) independently of C-age, which remained significant (beta(C-age) = 0.021, p-value = 0.036). Finally, we performed a mediation analysis, which allowed us to discover that 42.7% of the effect of C-age on WMH is mediated by B-age(Hannum). On the other hand, B-age(Hoarvath) showed no significant associations with WMH after being adjusted for C-age. In conclusion, we show for the first time that biological age, measured through DNA methylation, contributes substantially to explain WMH volumetric burden irrespective of chronological age.
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Human Genet, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Sch Publ Hlth, Biostat, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Human Genet, Los Angeles, CA 90095 USA
机构:
Univ Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
Jimenez-Balado, Joan
Corlier, Fabian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
Corlier, Fabian
Habeck, Christian
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Vagelos Coll Phys & Surg, Taub Inst Res Alzheimers Dis & Aging Brain, Dept Neurol, New York, NY USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
Habeck, Christian
Stern, Yaakov
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Vagelos Coll Phys & Surg, Taub Inst Res Alzheimers Dis & Aging Brain, Dept Neurol, New York, NY USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Jimenez-Balado, Joan
Pizarro, Jesus
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Pizarro, Jesus
Riba-Llena, Iolanda
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Riba-Llena, Iolanda
Penalba, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Penalba, Anna
Faura, Julia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Faura, Julia
Pala, Elena
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Pala, Elena
Montaner, Joan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Univ Seville, Inst Biomed Seville, Hosp Univ Virgen Rocio, CSIC,IBiS, Seville, Spain
Hosp Univ Virgen Macarena, Dept Neurol, Seville, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Montaner, Joan
Hernandez-Guillamon, Mar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Hernandez-Guillamon, Mar
Delgado, Pilar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Univ Autonoma Barcelona, Nall DHebron Univ Hosp, Neurol Serv, Dementia Unit, Barcelona, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Jimenez-Balado, Joan
Riba-Llena, Iolanda
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Riba-Llena, Iolanda
Maisterra, Olga
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Vall dHebron Univ Hosp, Dementia Unit, Neurol Serv, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Maisterra, Olga
Pizarro, Jesus
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Pizarro, Jesus
Palas, Antoni
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall dHebron Univ Hosp, Dementia Unit, Neurol Serv, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Palas, Antoni
Pujadas, Francesc
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall dHebron Univ Hosp, Dementia Unit, Neurol Serv, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Pujadas, Francesc
Mundet, Xavier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Primary Healthcare Univ Res Inst IDIAP Jordi Gol, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Mundet, Xavier
Vinyoles, Ernest
论文数: 0引用数: 0
h-index: 0
机构:
Univ Barcelona, Primary Healthcare Univ Res Inst IDIAP Jordi Gol, Cap La Mina, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Vinyoles, Ernest
Delgado, Pilar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Vall dHebron Univ Hosp, Dementia Unit, Neurol Serv, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Jimenez-Balado, Joan
Riba-Llena, Iolanda
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Riba-Llena, Iolanda
Abril, Oscar
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Abril, Oscar
Garde, Edurne
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Garde, Edurne
Penalba, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Penalba, Anna
Ostos, Elena
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Ostos, Elena
Maisterra, Olga
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Maisterra, Olga
Montaner, Joan
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Montaner, Joan
Noviembre, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Noviembre, Maria
Mundet, Xavier
论文数: 0引用数: 0
h-index: 0
机构:
Primary Healthcare Univ, Res Inst IDIAP Jordi Gol, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Mundet, Xavier
Ventura, Oriol
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Ventura, Oriol
Pizarro, Jesus
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Pizarro, Jesus
Delgado, Pilar
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
Jimenez-Conde, Jordi
Ois, Angel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
Ois, Angel
Rodriguez-Campello, Ana
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
Rodriguez-Campello, Ana
Gomis, Meritxell
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
Gomis, Meritxell
Roquer, Jaume
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
机构:
Uppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, SwedenUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
Lind, Lars
Ingelsson, Erik
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Med, Div Cardiovasc Med, Stanford, CA 94305 USAUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
Ingelsson, Erik
Sundstrom, Johan
论文数: 0引用数: 0
h-index: 0
机构:
Uppsala Univ, Dept Med Sci, Cardiol, Uppsala, Sweden
Uppsala Univ, Uppsala Clin Res Ctr, Uppsala, SwedenUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
Sundstrom, Johan
Siegbahn, Agneta
论文数: 0引用数: 0
h-index: 0
机构:
Uppsala Univ, Uppsala Clin Res Ctr, Uppsala, Sweden
Uppsala Univ, Dept Med Sci, Clin Chem, Uppsala, SwedenUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
Siegbahn, Agneta
Lampa, Erik
论文数: 0引用数: 0
h-index: 0
机构:
Uppsala Univ, Uppsala Clin Res Ctr, Uppsala, SwedenUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
机构:
Queen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, England
Lowe, Robert
Slodkowicz, Greg
论文数: 0引用数: 0
h-index: 0
机构:
European Bioinformat Inst, European Mol Biol Lab, Cambridge, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, England
Slodkowicz, Greg
Goldman, Nick
论文数: 0引用数: 0
h-index: 0
机构:
European Bioinformat Inst, European Mol Biol Lab, Cambridge, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, England
Goldman, Nick
Rakyan, Vardhman K.
论文数: 0引用数: 0
h-index: 0
机构:
Queen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, England
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Human Genet, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Sch Publ Hlth, Biostat, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Human Genet, Los Angeles, CA 90095 USA
机构:
Univ Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
Jimenez-Balado, Joan
Corlier, Fabian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
Corlier, Fabian
Habeck, Christian
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Vagelos Coll Phys & Surg, Taub Inst Res Alzheimers Dis & Aging Brain, Dept Neurol, New York, NY USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
Habeck, Christian
Stern, Yaakov
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Vagelos Coll Phys & Surg, Taub Inst Res Alzheimers Dis & Aging Brain, Dept Neurol, New York, NY USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Jimenez-Balado, Joan
Pizarro, Jesus
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Pizarro, Jesus
Riba-Llena, Iolanda
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Riba-Llena, Iolanda
Penalba, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Penalba, Anna
Faura, Julia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Faura, Julia
Pala, Elena
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Pala, Elena
Montaner, Joan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Univ Seville, Inst Biomed Seville, Hosp Univ Virgen Rocio, CSIC,IBiS, Seville, Spain
Hosp Univ Virgen Macarena, Dept Neurol, Seville, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Montaner, Joan
Hernandez-Guillamon, Mar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Hernandez-Guillamon, Mar
Delgado, Pilar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
Univ Autonoma Barcelona, Nall DHebron Univ Hosp, Neurol Serv, Dementia Unit, Barcelona, SpainUniv Autonoma Barcelona, Neurovasc Res Lab, Vall DHebron Res Inst, Edif Mediterrania,Planta 1a,Lab 123, Barcelona 08035, Spain
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Jimenez-Balado, Joan
Riba-Llena, Iolanda
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Riba-Llena, Iolanda
Maisterra, Olga
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Vall dHebron Univ Hosp, Dementia Unit, Neurol Serv, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Maisterra, Olga
Pizarro, Jesus
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Pizarro, Jesus
Palas, Antoni
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall dHebron Univ Hosp, Dementia Unit, Neurol Serv, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Palas, Antoni
Pujadas, Francesc
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall dHebron Univ Hosp, Dementia Unit, Neurol Serv, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Pujadas, Francesc
Mundet, Xavier
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Primary Healthcare Univ Res Inst IDIAP Jordi Gol, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Mundet, Xavier
Vinyoles, Ernest
论文数: 0引用数: 0
h-index: 0
机构:
Univ Barcelona, Primary Healthcare Univ Res Inst IDIAP Jordi Gol, Cap La Mina, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Vinyoles, Ernest
Delgado, Pilar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Vall dHebron Univ Hosp, Dementia Unit, Neurol Serv, Barcelona, SpainUniv Autonoma Barcelona, Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Jimenez-Balado, Joan
Riba-Llena, Iolanda
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Riba-Llena, Iolanda
Abril, Oscar
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Abril, Oscar
Garde, Edurne
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Garde, Edurne
Penalba, Anna
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Penalba, Anna
Ostos, Elena
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Ostos, Elena
Maisterra, Olga
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Maisterra, Olga
Montaner, Joan
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Montaner, Joan
Noviembre, Maria
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Noviembre, Maria
Mundet, Xavier
论文数: 0引用数: 0
h-index: 0
机构:
Primary Healthcare Univ, Res Inst IDIAP Jordi Gol, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Mundet, Xavier
Ventura, Oriol
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Ventura, Oriol
Pizarro, Jesus
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Pizarro, Jesus
Delgado, Pilar
论文数: 0引用数: 0
h-index: 0
机构:
Vall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
Univ Autonoma Barcelona, Barcelona, SpainVall Hebron Res Inst, Neurovasc Res Lab, Barcelona, Spain
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
Jimenez-Conde, Jordi
Ois, Angel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
Ois, Angel
Rodriguez-Campello, Ana
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
Rodriguez-Campello, Ana
Gomis, Meritxell
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
Gomis, Meritxell
Roquer, Jaume
论文数: 0引用数: 0
h-index: 0
机构:
Univ Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, SpainUniv Autonoma Barcelona, Unit Neuroinvest, Dept Neurol, Inst Municipal Invest,Med Hosp Del Mar,Dept Med, E-08193 Barcelona, Spain
机构:
Uppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, SwedenUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
Lind, Lars
Ingelsson, Erik
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Med, Div Cardiovasc Med, Stanford, CA 94305 USAUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
Ingelsson, Erik
Sundstrom, Johan
论文数: 0引用数: 0
h-index: 0
机构:
Uppsala Univ, Dept Med Sci, Cardiol, Uppsala, Sweden
Uppsala Univ, Uppsala Clin Res Ctr, Uppsala, SwedenUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
Sundstrom, Johan
Siegbahn, Agneta
论文数: 0引用数: 0
h-index: 0
机构:
Uppsala Univ, Uppsala Clin Res Ctr, Uppsala, Sweden
Uppsala Univ, Dept Med Sci, Clin Chem, Uppsala, SwedenUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
Siegbahn, Agneta
Lampa, Erik
论文数: 0引用数: 0
h-index: 0
机构:
Uppsala Univ, Uppsala Clin Res Ctr, Uppsala, SwedenUppsala Univ, Dept Med Sci, Cardiovasc Epidemiol, Uppsala, Sweden
机构:
Queen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, England
Lowe, Robert
Slodkowicz, Greg
论文数: 0引用数: 0
h-index: 0
机构:
European Bioinformat Inst, European Mol Biol Lab, Cambridge, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, England
Slodkowicz, Greg
Goldman, Nick
论文数: 0引用数: 0
h-index: 0
机构:
European Bioinformat Inst, European Mol Biol Lab, Cambridge, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, England
Goldman, Nick
Rakyan, Vardhman K.
论文数: 0引用数: 0
h-index: 0
机构:
Queen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, Blizard Inst, London, England