Home > Publications database > Derivation and validation of an epigenetic frailty risk score in population-based cohorts of older adults. > print |
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100 | 1 | _ | |a Li, Xiangwei |0 P:(DE-He78)70ce269695a19b94f3f8b0bca12ec49b |b 0 |e First author |u dkfz |
245 | _ | _ | |a Derivation and validation of an epigenetic frailty risk score in population-based cohorts of older adults. |
260 | _ | _ | |a [London] |c 2022 |b Nature Publishing Group UK |
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520 | _ | _ | |a DNA methylation (DNAm) patterns in peripheral blood have been shown to be associated with aging related health outcomes. We perform an epigenome-wide screening to identify CpGs related to frailty, defined by a frailty index (FI), in a large population-based cohort of older adults from Germany, the ESTHER study. Sixty-five CpGs are identified as frailty related methylation loci. Using LASSO regression, 20 CpGs are selected to derive a DNAm based algorithm for predicting frailty, the epigenetic frailty risk score (eFRS). The eFRS exhibits strong associations with frailty at baseline and after up to five-years of follow-up independently of established frailty risk factors. These associations are confirmed in another independent population-based cohort study, the KORA-Age study, conducted in older adults. In conclusion, we identify 65 CpGs as frailty-related loci, of which 20 CpGs are used to calculate the eFRS with predictive performance for frailty over long-term follow-up. |
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700 | 1 | _ | |a Delerue, Thomas |b 1 |
700 | 1 | _ | |a Schöttker, Ben |0 P:(DE-He78)c67a12496b8aac150c0eef888d808d46 |b 2 |u dkfz |
700 | 1 | _ | |a Holleczek, Bernd |b 3 |
700 | 1 | _ | |a Grill, Eva |b 4 |
700 | 1 | _ | |a Peters, Annette |b 5 |
700 | 1 | _ | |a Waldenberger, Melanie |0 0000-0003-0583-5093 |b 6 |
700 | 1 | _ | |a Thorand, Barbara |0 0000-0002-8416-6440 |b 7 |
700 | 1 | _ | |a Brenner, Hermann |0 P:(DE-He78)90d5535ff896e70eed81f4a4f6f22ae2 |b 8 |e Last author |u dkfz |
773 | _ | _ | |a 10.1038/s41467-022-32893-x |g Vol. 13, no. 1, p. 5269 |0 PERI:(DE-600)2553671-0 |n 1 |p 5269 |t Nature Communications |v 13 |y 2022 |x 2041-1723 |
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