Multi-omics data integration methods and their applications in psychiatric disorders

A Sathyanarayanan, TT Mueller, MA Moni… - European …, 2023 - Elsevier
To study mental illness and health, in the past researchers have often broken down their
complexity into individual subsystems (eg, genomics, transcriptomics, proteomics, clinical …

New insights into the genetic etiology of Alzheimer's disease and related dementias

C Bellenguez, F Küçükali, IE Jansen, L Kleineidam… - Nature …, 2022 - nature.com
Abstract Characterization of the genetic landscape of Alzheimer's disease (AD) and related
dementias (ADD) provides a unique opportunity for a better understanding of the associated …

Cluster headache genomewide association study and meta‐analysis identifies eight loci and implicates smoking as causal risk factor

BS Winsvold, AVE Harder, C Ran… - Annals of …, 2023 - Wiley Online Library
Objective The objective of this study was to aggregate data for the first genomewide
association study meta‐analysis of cluster headache, to identify genetic risk variants, and …

Genetic regulation of methylation in human endometrium and blood and gene targets for reproductive diseases

S Mortlock, R Restuadi, R Levien, JE Girling… - Clinical …, 2019 - Springer
Background Major challenges in understanding the functional consequences of genetic risk
factors for human disease are which tissues and cell types are affected and the limited …

Integration of methylation QTL and enhancer–target gene maps with schizophrenia GWAS summary results identifies novel genes

C Wu, W Pan - Bioinformatics, 2019 - academic.oup.com
Motivation Most trait-associated genetic variants identified in genome-wide association
studies (GWASs) are located in non-coding regions of the genome and thought to act …

Epigenome-wide analysis identifies methylome profiles linked to obsessive-compulsive disorder, disease severity, and treatment response

R Campos-Martin, K Bey, B Elsner, B Reuter… - Molecular …, 2023 - nature.com
Obsessive-compulsive disorder (OCD) is a prevalent mental disorder affecting~ 2–3% of the
population. This disorder involves genetic and, possibly, epigenetic risk factors. The …

Integrative multi-omic analysis identifies genetically influenced DNA methylation biomarkers for breast and prostate cancers

A Sathyanarayanan, HM Tanha, D Mehta… - Communications …, 2022 - nature.com
Aberrant DNA methylation has emerged as a hallmark in several cancers and contributes to
risk, oncogenesis, progression, and prognosis. In this study, we performed imputation-based …

Psychopathy subdomains in violent offenders with and without a psychotic disorder

C Bell, N Tesli, TP Gurholt, J Rokicki… - Nordic journal of …, 2023 - Taylor & Francis
Background Violence in psychosis has been linked to antisocial behavior and psychopathy
traits. Psychopathy comprises aspects of interpersonal, affective, lifestyle, and antisocial …

Genetic regulation of DNA methylation yields novel discoveries in GWAS of colorectal cancer

R Barfield, JR Huyghe, M Lemire, X Dong, YR Su… - … Biomarkers & Prevention, 2022 - AACR
Background: Colorectal cancer has a strong epigenetic component that is accompanied by
frequent DNA methylation (DNAm) alterations in addition to heritable genetic risk. It is of …

A gene-level methylome-wide association analysis identifies novel Alzheimer's disease genes

C Wu, J Bradley, Y Li, L Wu, HW Deng - Bioinformatics, 2021 - academic.oup.com
Motivation Transcriptome-wide association studies (TWAS) have successfully facilitated the
discovery of novel genetic risk loci for many complex traits, including late-onset Alzheimer's …