Towards interpretable imaging genomics analysis: methodological developments and applications

X Cen, W Dong, W Lv, Y Zhao, F Dubee, AFA Mentis… - Information …, 2024 - Elsevier
Identifying the relationship between imaging features and genetic variation (a term coined
“imaging genomics”) offers valuable insight into the pathogenesis of cancer, as well as …

Age-associated cortical similarity networks correlate with cell type-specific transcriptional signatures

J Niu, Q Jiao, D Cui, R Dou, Y Guo, G Yu… - Cerebral …, 2024 - academic.oup.com
Human brain structure shows heterogeneous patterns of change across adults aging and is
associated with cognition. However, the relationship between cortical structural changes …

Multi-omics data integration reveals novel genes related to autoimmune hypothyroidism in the brain: A molecular basis for the brain–thyroid axis

H Yu, Z Li, X Gao, X Liu, W Cui, N Li, X Lian, C Li… - Progress in Neuro …, 2024 - Elsevier
Background The mechanisms underlying the complex relationship between autoimmune
hypothyroidism and neurological disorders remain unclear. We conducted a comprehensive …

Deciphering causal relationships between cell type-specific genetic factors and brain imaging-derived phenotypes and disorders

A Yang, X Zhao, YT Yang, XM Zhao - medRxiv, 2024 - medrxiv.org
The integration of expression quantitative trait loci (eQTLs) and genome-wide association
study (GWAS) findings to identify causal genes aids in elucidating the biological …

Genetic architecture of brain morphology and overlap with neuropsychiatric traits

YJ Ge, Y Fu, W Gong, W Cheng, JT Yu - Trends in Genetics, 2024 - cell.com
Uncovering the genetic architectures of brain morphology offers valuable insights into brain
development and disease. Genetic association studies of brain morphological phenotypes …