TY - JOUR
T1 - Accelerated aging in the brain, epigenetic aging in blood, and polygenic risk for schizophrenia
AU - Teeuw, Jalmar
AU - Ori, Anil P S
AU - Brouwer, Rachel M
AU - de Zwarte, Sonja M C
AU - Schnack, Hugo G
AU - Hulshoff Pol, Hilleke E
AU - Ophoff, Roel A
N1 - Funding Information:
This work was supported by the Gravitation program of the Dutch Ministry of Education, culture, and Science and the Netherlands Organization for Scientific Research ( https://www.nwo.nl/en ; Consortium on Individual Development (CID) NWO grant number 024.001.003 subproject to H.H., and by NWO 51.02.061 to H.H., NWO 51.02.062 to D.B., NWO-NIHC Programs of excellence 433-09-220 to H.H., NWO-MagW 480-04-004 to D.B., and NWO/SPI 56-464-14192 to D.B.); the European Research Council ( https://erc.europa.eu ; ERC-230374 to D.B.); and Utrecht University ( https://www.uu.nl/en; High Potential Grant to H.H.). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Publisher Copyright:
© 2021 The Authors
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2021/5
Y1 - 2021/5
N2 - Schizophrenia patients show signs of accelerated aging in cognitive and physiological domains. Both schizophrenia and accelerated aging, as measured by MRI brain images and epigenetic clocks, are correlated with increased mortality. However, the association between these aging measures have not yet been studied in schizophrenia patients. In schizophrenia patients and healthy subjects, accelerated aging was assessed in brain tissue using a longitudinal MRI (N = 715 scans; mean scan interval 3.4 year) and in blood using two epigenetic age clocks (N = 172). Differences ('gaps') between estimated ages and chronological ages were calculated, as well as the acceleration rate of brain aging. The correlations between these aging measures as well as with polygenic risk scores for schizophrenia (PRS; N = 394) were investigated. Brain aging and epigenetic aging were not significantly correlated. Polygenic risk for schizophrenia was significantly correlated with brain age gap, brain age acceleration rate, and negatively correlated with DNAmAge gap, but not with PhenoAge gap. However, after controlling for disease status and multiple comparisons correction, these effects were no longer significant. Our results imply that the (accelerated) aging observed in the brain and blood reflect distinct biological processes. Our findings will require replication in a larger cohort.
AB - Schizophrenia patients show signs of accelerated aging in cognitive and physiological domains. Both schizophrenia and accelerated aging, as measured by MRI brain images and epigenetic clocks, are correlated with increased mortality. However, the association between these aging measures have not yet been studied in schizophrenia patients. In schizophrenia patients and healthy subjects, accelerated aging was assessed in brain tissue using a longitudinal MRI (N = 715 scans; mean scan interval 3.4 year) and in blood using two epigenetic age clocks (N = 172). Differences ('gaps') between estimated ages and chronological ages were calculated, as well as the acceleration rate of brain aging. The correlations between these aging measures as well as with polygenic risk scores for schizophrenia (PRS; N = 394) were investigated. Brain aging and epigenetic aging were not significantly correlated. Polygenic risk for schizophrenia was significantly correlated with brain age gap, brain age acceleration rate, and negatively correlated with DNAmAge gap, but not with PhenoAge gap. However, after controlling for disease status and multiple comparisons correction, these effects were no longer significant. Our results imply that the (accelerated) aging observed in the brain and blood reflect distinct biological processes. Our findings will require replication in a larger cohort.
KW - Accelerated aging
KW - DNA methylation
KW - Epigenetics
KW - Genetics
KW - Polygenic risk scores
KW - Schizophrenia
KW - Structural magnetic resonance imaging
UR - http://www.scopus.com/inward/record.url?scp=85104368356&partnerID=8YFLogxK
U2 - 10.1016/j.schres.2021.04.005
DO - 10.1016/j.schres.2021.04.005
M3 - Article
C2 - 33882370
SN - 0920-9964
VL - 231
SP - 189
EP - 197
JO - Schizophrenia Research
JF - Schizophrenia Research
ER -