TY - JOUR
T1 - Genomic Studies Across the Lifespan Point to Early Mechanisms Determining Subcortical Volumes
AU - Le Grand, Quentin
AU - Satizabal, Claudia L.
AU - Sargurupremraj, Muralidharan
AU - Mishra, Aniket
AU - Soumaré, Aicha
AU - Laurent, Alexandre
AU - Crivello, Fabrice
AU - Tsuchida, Ami
AU - Shin, Jean
AU - Macalli, Mélissa
AU - Singh, Baljeet
AU - Beiser, Alexa S.
AU - DeCarli, Charles
AU - Fletcher, Evan
AU - Paus, Tomas
AU - Lathrop, Mark
AU - Adams, Hieab H.H.
AU - Bis, Joshua C.
AU - Seshadri, Sudha
AU - Tzourio, Christophe
AU - Mazoyer, Bernard
AU - Debette, Stéphanie
N1 - Publisher Copyright:
© 2021
PY - 2022/6
Y1 - 2022/6
N2 - Background: Subcortical brain structures play a key role in pathological processes of age-related neurodegenerative disorders. Mounting evidence also suggests that early-life factors may have an impact on the development of common late-life neurological diseases, including genetic factors that can influence both brain maturation and neurodegeneration. Methods: Using large population-based brain imaging datasets across the lifespan (N ≤ 40,628), we aimed to 1) estimate the heritability of subcortical volumes in young (18–35 years), middle (35–65 years), and older (65+ years) age, and their genetic correlation across age groups; 2) identify whether genetic loci associated with subcortical volumes in older persons also show associations in early adulthood, and explore underlying genes using transcriptome-wide association studies; and 3) explore their association with neurological phenotypes. Results: Heritability of subcortical volumes consistently decreased with increasing age. Genetic risk scores for smaller caudate nucleus, putamen, and hippocampus volume in older adults were associated with smaller volumes in young adults. Individually, 10 loci associated with subcortical volumes in older adults also showed associations in young adults. Within these loci, transcriptome-wide association studies showed that expression of several genes in brain tissues (especially MYLK2 and TUFM) was associated with subcortical volumes in both age groups. One risk variant for smaller caudate nucleus volume (TUFM locus) was associated with lower cognitive performance. Genetically predicted Alzheimer's disease was associated with smaller subcortical volumes in middle and older age. Conclusions: Our findings provide novel insights into the genetic determinants of subcortical volumes across the lifespan. More studies are needed to decipher the underlying biology and clinical impact.
AB - Background: Subcortical brain structures play a key role in pathological processes of age-related neurodegenerative disorders. Mounting evidence also suggests that early-life factors may have an impact on the development of common late-life neurological diseases, including genetic factors that can influence both brain maturation and neurodegeneration. Methods: Using large population-based brain imaging datasets across the lifespan (N ≤ 40,628), we aimed to 1) estimate the heritability of subcortical volumes in young (18–35 years), middle (35–65 years), and older (65+ years) age, and their genetic correlation across age groups; 2) identify whether genetic loci associated with subcortical volumes in older persons also show associations in early adulthood, and explore underlying genes using transcriptome-wide association studies; and 3) explore their association with neurological phenotypes. Results: Heritability of subcortical volumes consistently decreased with increasing age. Genetic risk scores for smaller caudate nucleus, putamen, and hippocampus volume in older adults were associated with smaller volumes in young adults. Individually, 10 loci associated with subcortical volumes in older adults also showed associations in young adults. Within these loci, transcriptome-wide association studies showed that expression of several genes in brain tissues (especially MYLK2 and TUFM) was associated with subcortical volumes in both age groups. One risk variant for smaller caudate nucleus volume (TUFM locus) was associated with lower cognitive performance. Genetically predicted Alzheimer's disease was associated with smaller subcortical volumes in middle and older age. Conclusions: Our findings provide novel insights into the genetic determinants of subcortical volumes across the lifespan. More studies are needed to decipher the underlying biology and clinical impact.
KW - Dementia
KW - Epidemiology
KW - Genomics
KW - Life course approach
KW - Subcortical volumes
UR - http://www.scopus.com/inward/record.url?scp=85122472334&partnerID=8YFLogxK
U2 - 10.1016/j.bpsc.2021.10.011
DO - 10.1016/j.bpsc.2021.10.011
M3 - Article
C2 - 34700051
AN - SCOPUS:85122472334
SN - 2451-9022
VL - 7
SP - 616
EP - 628
JO - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
JF - Biological Psychiatry: Cognitive Neuroscience and Neuroimaging
IS - 6
ER -