Towards reproducible brain-wide association studies

S Marek, B Tervo-Clemmens, FJ Calabro, DF Montez… - BioRxiv, 2020 - biorxiv.org
Magnetic resonance imaging (MRI) continues to drive many important neuroscientific
advances. However, progress in uncovering reproducible associations between individual …

Considerations toward an epigenetic and common pathways theory of mental disorder.

JT Nigg - Journal of Psychopathology and Clinical Science, 2023 - psycnet.apa.org
Psychopathology emerges from the dynamic interplay of physiological and mental
processes and ecological context. It can be seen as a failure of recursive, homeostatic …

[HTML][HTML] Generalization of cortical MOSTest genome-wide associations within and across samples

RJ Loughnan, AA Shadrin, O Frei, D van der Meer… - Neuroimage, 2022 - Elsevier
Abstract Genome-Wide Association studies have typically been limited to univariate analysis
in which a single outcome measure is tested against millions of variants. Recent work …

Cumulative effects of resting-state connectivity across all brain networks significantly correlate with ADHD symptoms

MA Mooney, RJM Hermosillo, E Feczko… - MedRxiv, 2021 - medrxiv.org
Background The clinical utility of MRI neuroimaging studies of psychopathology has been
limited by a constellation of factors—small sample sizes, small effect sizes, and …

Fluid and crystallised intelligence are associated with distinct regionalisation patterns of cortical morphology

CE Palmer, W Zhao, R Loughnan, J Zou, CC Fan… - BioRxiv, 2020 - biorxiv.org
Cognitive performance in children is predictive of academic and social outcomes; therefore,
understanding neurobiological mechanisms underlying individual differences in cognition …

Determining the association between regionalisation of cortical morphology and cognition in 10,145 children

CE Palmer, W Zhao, R Loughnan, J Zou, CC Fan… - BioRxiv, 2019 - biorxiv.org
Individuals undergo protracted changes in cortical morphology during childhood and
adolescence, coinciding with cognitive development. Studies quantifying the association …

A Bayesian Regularized and Anotation-Informed Integrative Analysis of Cognition (BRAINIAC)

R Zablocki, B Xu, C Fan, WK Thompson - bioRxiv, 2023 - biorxiv.org
Here we present a development of the novel Bayesian Regularized and Anotation-Informed
Integrative Analysis of Cognition (BRAINIAC) model. BRAINIAC allows for both estimation of …

Efficient meta-analysis of multivariate genome-wide association studies with Meta-MOSTest

A Lin, A Shadrin, D van der Meer, G Hindley, W Cheng… - bioRxiv, 2022 - biorxiv.org
Motivation Genome-wide association studies (GWAS) have been successful in identifying
genetic variants associated with a particular phenotype. However, many complex …