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Older Molecular Brain Age in Severe Mental Illness
Psychiatric disorders are associated with accelerated aging and enhanced risk for neurodegenerative disorders. Brain aging is associated with molecular, cellular and structural changes that are robust on the group-level, yet show substantial inter-individual variability. Here we assessed deviations...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785531/ https://www.ncbi.nlm.nih.gov/pubmed/32632206 http://dx.doi.org/10.1038/s41380-020-0834-1 |
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author | Lin, Chien-Wei Chang, Lun-Ching Ma, Tianzhou Oh, Hyunjung French, Beverly Puralewski, Rachel Mathews, Fasil Fang, Yusi Lewis, David A. Kennedy, James L. Mueller, Daniel Marshe, Victoria S. Jaffe, Andrew Chen, Qiang Ursini, Gianluca Weinberger, Daniel Newman, Anne B. Lenze, Eric J. Nikolova, Yuliya S. Tseng, George C. Sibille, Etienne |
author_facet | Lin, Chien-Wei Chang, Lun-Ching Ma, Tianzhou Oh, Hyunjung French, Beverly Puralewski, Rachel Mathews, Fasil Fang, Yusi Lewis, David A. Kennedy, James L. Mueller, Daniel Marshe, Victoria S. Jaffe, Andrew Chen, Qiang Ursini, Gianluca Weinberger, Daniel Newman, Anne B. Lenze, Eric J. Nikolova, Yuliya S. Tseng, George C. Sibille, Etienne |
author_sort | Lin, Chien-Wei |
collection | PubMed |
description | Psychiatric disorders are associated with accelerated aging and enhanced risk for neurodegenerative disorders. Brain aging is associated with molecular, cellular and structural changes that are robust on the group-level, yet show substantial inter-individual variability. Here we assessed deviations in gene expression from normal age-dependent trajectories, and tested their validity as predictors of risk for major mental illnesses and neurodegenerative disorders. We performed large-scale gene expression and genotype analyses in postmortem samples of two frontal cortical brain regions from 214 control subjects aged 20–90 years. Individual estimates of “molecular age” were derived from age-dependent genes, identified by robust regression analysis. Deviation from chronological age was defined as “delta age”. Genetic variants associated with deviations from normal gene expression patterns were identified by expression quantitative trait loci (cis-eQTL) of age-dependent genes or genome-wide association study (GWAS) on delta age, combined into distinct polygenic risk scores (PRS(cis-eQTL) and PRS(GWAS)), and tested for predicting brain disorders or pathology in independent postmortem expression datasets and clinical cohorts. In these validation datasets, molecular ages, defined by 68 and 76 age-related genes for two brain regions respectively, were positively correlated with chronological ages (r=0.88/0.91), elevated in bipolar disorder (BP) and schizophrenia (SCZ), and unchanged in major depressive disorder (MDD). Exploratory analyses in independent clinical datasets show that PRSs were associated with SCZ and MDD diagnostics, and with cognition in SCZ and pathology in Alzheimer’s disease (AD). These results suggest that older molecular brain aging is a common feature of severe mental illnesses and neurodegeneration. |
format | Online Article Text |
id | pubmed-7785531 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
spelling | pubmed-77855312021-10-13 Older Molecular Brain Age in Severe Mental Illness Lin, Chien-Wei Chang, Lun-Ching Ma, Tianzhou Oh, Hyunjung French, Beverly Puralewski, Rachel Mathews, Fasil Fang, Yusi Lewis, David A. Kennedy, James L. Mueller, Daniel Marshe, Victoria S. Jaffe, Andrew Chen, Qiang Ursini, Gianluca Weinberger, Daniel Newman, Anne B. Lenze, Eric J. Nikolova, Yuliya S. Tseng, George C. Sibille, Etienne Mol Psychiatry Article Psychiatric disorders are associated with accelerated aging and enhanced risk for neurodegenerative disorders. Brain aging is associated with molecular, cellular and structural changes that are robust on the group-level, yet show substantial inter-individual variability. Here we assessed deviations in gene expression from normal age-dependent trajectories, and tested their validity as predictors of risk for major mental illnesses and neurodegenerative disorders. We performed large-scale gene expression and genotype analyses in postmortem samples of two frontal cortical brain regions from 214 control subjects aged 20–90 years. Individual estimates of “molecular age” were derived from age-dependent genes, identified by robust regression analysis. Deviation from chronological age was defined as “delta age”. Genetic variants associated with deviations from normal gene expression patterns were identified by expression quantitative trait loci (cis-eQTL) of age-dependent genes or genome-wide association study (GWAS) on delta age, combined into distinct polygenic risk scores (PRS(cis-eQTL) and PRS(GWAS)), and tested for predicting brain disorders or pathology in independent postmortem expression datasets and clinical cohorts. In these validation datasets, molecular ages, defined by 68 and 76 age-related genes for two brain regions respectively, were positively correlated with chronological ages (r=0.88/0.91), elevated in bipolar disorder (BP) and schizophrenia (SCZ), and unchanged in major depressive disorder (MDD). Exploratory analyses in independent clinical datasets show that PRSs were associated with SCZ and MDD diagnostics, and with cognition in SCZ and pathology in Alzheimer’s disease (AD). These results suggest that older molecular brain aging is a common feature of severe mental illnesses and neurodegeneration. 2020-07-06 2021-07 /pmc/articles/PMC7785531/ /pubmed/32632206 http://dx.doi.org/10.1038/s41380-020-0834-1 Text en http://www.nature.com/authors/editorial_policies/license.html#termsUsers may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Lin, Chien-Wei Chang, Lun-Ching Ma, Tianzhou Oh, Hyunjung French, Beverly Puralewski, Rachel Mathews, Fasil Fang, Yusi Lewis, David A. Kennedy, James L. Mueller, Daniel Marshe, Victoria S. Jaffe, Andrew Chen, Qiang Ursini, Gianluca Weinberger, Daniel Newman, Anne B. Lenze, Eric J. Nikolova, Yuliya S. Tseng, George C. Sibille, Etienne Older Molecular Brain Age in Severe Mental Illness |
title | Older Molecular Brain Age in Severe Mental Illness |
title_full | Older Molecular Brain Age in Severe Mental Illness |
title_fullStr | Older Molecular Brain Age in Severe Mental Illness |
title_full_unstemmed | Older Molecular Brain Age in Severe Mental Illness |
title_short | Older Molecular Brain Age in Severe Mental Illness |
title_sort | older molecular brain age in severe mental illness |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785531/ https://www.ncbi.nlm.nih.gov/pubmed/32632206 http://dx.doi.org/10.1038/s41380-020-0834-1 |
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