Genomic structural equation modelling provides insights into the multivariate genetic architecture of complex traits
Genetic correlations estimated from genome-wide association studies (GWASs) reveal
pervasive pleiotropy across a wide variety of phenotypes. We introduce genomic structural …
pervasive pleiotropy across a wide variety of phenotypes. We introduce genomic structural …
GWAS of lifetime cannabis use reveals new risk loci, genetic overlap with psychiatric traits, and a causal effect of schizophrenia liability
Cannabis use is a heritable trait that has been associated with adverse mental health outcomes.
In the largest genome-wide association study (GWAS) for lifetime cannabis use to date (…
In the largest genome-wide association study (GWAS) for lifetime cannabis use to date (…
Genomics of human aggression: current state of genome-wide studies and an automated systematic review tool
VV Odintsova, PJ Roetman, HF Ip, R Pool… - Psychiatric …, 2019 - journals.lww.com
There are substantial differences, or variation, between humans in aggression, with its
molecular genetic basis mostly unknown. This review summarizes knowledge on the genetic …
molecular genetic basis mostly unknown. This review summarizes knowledge on the genetic …
Multivariate genome-wide analyses of the well-being spectrum
We introduce two novel methods for multivariate genome-wide-association meta-analysis (GWAMA)
of related traits that correct for sample overlap. A broad range of simulation …
of related traits that correct for sample overlap. A broad range of simulation …
Genetic architecture of 11 major psychiatric disorders at biobehavioral, functional genomic and molecular genetic levels of analysis
We interrogate the joint genetic architecture of 11 major psychiatric disorders at biobehavioral,
functional genomic and molecular genetic levels of analysis. We identify four broad …
functional genomic and molecular genetic levels of analysis. We identify four broad …
Investigating the genetic architecture of noncognitive skills using GWAS-by-subtraction
Little is known about the genetic architecture of traits affecting educational attainment other
than cognitive ability. We used genomic structural equation modeling and prior genome-wide …
than cognitive ability. We used genomic structural equation modeling and prior genome-wide …
Phenome-wide investigation of health outcomes associated with genetic predisposition to loneliness
…, MG Nivard, HF Ip… - Human molecular …, 2019 - academic.oup.com
Humans are social animals that experience intense suffering when they perceive a lack of
social connection. Modern societies are experiencing an epidemic of loneliness. Although the …
social connection. Modern societies are experiencing an epidemic of loneliness. Although the …
[HTML][HTML] Evaluation of the performance of traditional machine learning algorithms, convolutional neural network and AutoML Vision in ultrasound breast lesions …
KW Wan, CH Wong, HF Ip, D Fan, PL Yuen… - … imaging in medicine …, 2021 - ncbi.nlm.nih.gov
Background In recent years, there was an increasing popularity in applying artificial intelligence
in the medical field from computer-aided diagnosis (CAD) to patient prognosis prediction…
in the medical field from computer-aided diagnosis (CAD) to patient prognosis prediction…
[HTML][HTML] Genetic association study of childhood aggression across raters, instruments, and age
HF Ip, CM Van der Laan, EML Krapohl, I Brikell… - Translational …, 2021 - nature.com
Childhood aggressive behavior (AGG) has a substantial heritability of around 50%. Here we
present a genome-wide association meta-analysis (GWAMA) of childhood AGG, in which all …
present a genome-wide association meta-analysis (GWAMA) of childhood AGG, in which all …
[HTML][HTML] DNA methylation signatures of aggression and closely related constructs: A meta-analysis of epigenome-wide studies across the lifespan
DNA methylation profiles of aggressive behavior may capture lifetime cumulative effects of
genetic, stochastic, and environmental influences associated with aggression. Here, we …
genetic, stochastic, and environmental influences associated with aggression. Here, we …