A knowledge-based multivariate statistical method for examining gene-brain-behavioral/cognitive relationships: Imaging genetics generalized structured component analysis

Latent Class Regression Utilizing Fuzzy Clusterwise Generalized Structured Component Analysis

(2020) Seohee Park et al.   Mathematics

Imaging genetics of schizophrenia in the post-GWAS era

(2018) Ayla Arslan   PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY

Pathway-based approach using hierarchical components of collapsed rare variants

(2016) Sungyoung Lee et al.   BIOINFORMATICS

The influence of 5-HTTLPR and Val66Met polymorphisms on cortical thickness and volume in limbic and paralimbic regions in depression: a preliminary study

(2016) Natalia Jaworska et al.   BMC Psychiatry

Dynamic GSCANO (Generalized Structured Canonical Correlation Analysis) with applications to the analysis of effective connectivity in functional neuroimaging data

(2016) Lixing Zhou et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Functional Generalized Structured Component Analysis

(2016) Hye Won Suk et al.   PSYCHOMETRIKA

Effects of stressful life events on human brain structure: A longitudinal voxel-based morphometry study

(2016) Sergio Alessandro Papagni et al.   STRESS-THE INTERNATIONAL JOURNAL ON THE BIOLOGY OF STRESS

Gene-by-social-environment interaction (GxSE) between ADCYAP1R1 genotype and neighborhood crime predicts major depression symptoms in trauma-exposed women

(2015) Sarah R. Lowe et al.   JOURNAL OF AFFECTIVE DISORDERS

Gray Matter Abnormalities in Childhood Maltreatment: A Voxel-Wise Meta-Analysis

(2014) Lena Lim et al.   AMERICAN JOURNAL OF PSYCHIATRY

Pathway-Based Association Study of Multiple Candidate Genes and Multiple Traits Using Structural Equation Models

(2014) Hela Romdhani et al.   GENETIC EPIDEMIOLOGY

Reduced cortical thickness in veterans exposed to early life trauma

(2014) Vincent Corbo et al.   PSYCHIATRY RESEARCH-NEUROIMAGING

Cholesterol selectively activates canonical Wnt signalling over non-canonical Wnt signalling

(2014) Ren Sheng et al.   Nature Communications

A paradoxical association of an oxytocin receptor gene polymorphism: early-life adversity and vulnerability to depression

(2013) Robyn J. McQuaid et al.   Frontiers in Neuroscience

Widespread reductions in gray matter volume in depression

(2013) Stuart M. Grieve et al.   NeuroImage-Clinical

Alterations in the cortical thickness and the amplitude of low-frequency fluctuation in patients with post-traumatic stress disorder

(2012) Xie Bing et al.   BRAIN RESEARCH

Gene, brains, and environment—genetic neuroimaging of depression

(2012) Georg Northoff   CURRENT OPINION IN NEUROBIOLOGY

A Novel Genome-Information Content-Based Statistic for Genome-Wide Association Analysis Designed for Next-Generation Sequencing Data

(2012) Li Luo et al.   JOURNAL OF COMPUTATIONAL BIOLOGY

Single nucleotide polymorphisms of NR3C1 gene and recurrent depressive disorder in population of Poland

(2012) Elżbieta Gałecka et al.   MOLECULAR BIOLOGY REPORTS

Significant correlation between a set of genetic polymorphisms and a functional brain network revealed by feature selection and sparse Partial Least Squares

(2012) Édith Le Floch et al.   NEUROIMAGE

Cortical thickness and central surface estimation

(2012) Robert Dahnke et al.   NEUROIMAGE

Dynamic GSCA (Generalized Structured Component Analysis) with Applications to the Analysis of Effective Connectivity in Functional Neuroimaging Data

(2012) Kwanghee Jung et al.   PSYCHOMETRIKA

Alcohol and depression

(2011) Joseph M. Boden et al.   ADDICTION

Cortical Thickness, Surface Area, and Volume of the Brain Reward System in Alcohol Dependence: Relationships to Relapse and Extended Abstinence

(2011) Timothy C. Durazzo et al.   ALCOHOLISM-CLINICAL AND EXPERIMENTAL RESEARCH

Intermediate phenotypes in psychiatric disorders

(2011) Roberta Rasetti et al.   CURRENT OPINION IN GENETICS & DEVELOPMENT

Current research trends in early life stress and depression: Review of human studies on sensitive periods, gene–environment interactions, and epigenetics

(2011) Christine Heim et al.   EXPERIMENTAL NEUROLOGY

The future of fMRI and genetics research

(2011) Andreas Meyer-Lindenberg   NEUROIMAGE

DRD2 Genotype-Based Variation of Default Mode Network Activity and of Its Relationship With Striatal DAT Binding

(2011) Fabio Sambataro et al.   SCHIZOPHRENIA BULLETIN

Impact of the HTR3A gene with early life trauma on emotional brain networks and depressed mood

(2010) Justine M. Gatt et al.   DEPRESSION AND ANXIETY

A Hybrid Machine Learning Method for Fusing fMRI and Genetic Data: Combining both Improves Classification of Schizophrenia

(2010) Honghui Yang et al.   Frontiers in Human Neuroscience

DNA sequence variants of the FKBP5 gene are associated with unipolar depression

(2010) Astrid Zobel et al.   INTERNATIONAL JOURNAL OF NEUROPSYCHOPHARMACOLOGY

The functional Val158Met polymorphism in catechol-O-methyltransferase (COMT) is associated with depression and motivation in men from a Swedish population-based study

(2010) Elin Åberg et al.   JOURNAL OF AFFECTIVE DISORDERS

Imaging genetics: Progressing by leaps and bounds

(2010) Lukas Pezawas et al.   NEUROIMAGE

Discovering genetic associations with high-dimensional neuroimaging phenotypes: A sparse reduced-rank regression approach

(2010) Maria Vounou et al.   NEUROIMAGE

Serotonin Transporter Genotype and Action Monitoring Dysfunction: A Possible Substrate Underlying Increased Vulnerability to Depression

(2010) Avram J Holmes et al.   NEUROPSYCHOPHARMACOLOGY

ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data

(2010) K. Wang et al.   NUCLEIC ACIDS RESEARCH

Cortical depth-specific microvascular dilation underlies laminar differences in blood oxygenation level-dependent functional MRI signal

(2010) P. Tian et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Generalized Structured Component Analysis with Latent Interactions

(2010) Heungsun Hwang et al.   PSYCHOMETRIKA

Volumetric MRI study of the insular cortex in individuals with current and past major depression

(2009) Tsutomu Takahashi et al.   JOURNAL OF AFFECTIVE DISORDERS

Stressful Life Events and Depressive Symptoms

(2009) Sungeun You et al.   JOURNAL OF NERVOUS AND MENTAL DISEASE

Genetically Determined Interaction between the Dopamine Transporter and the D2 Receptor on Prefronto-Striatal Activity and Volume in Humans

(2009) A. Bertolino et al.   JOURNAL OF NEUROSCIENCE

Common polygenic variation contributes to risk of schizophrenia and bipolar disorder

(2009) Shaun M. Purcell et al.   NATURE

A pilot multivariate parallel ICA study to investigate differential linkage between neural networks and genetic profiles in schizophrenia

(2009) Shashwath A. Meda et al.   NEUROIMAGE

Psychometric Properties of the Life Events Checklist-Korean Version

(2009) Hwallip Bae et al.   Psychiatry Investigation

Age differences in major depression: results from the National Comorbidity Survey Replication (NCS-R)

(2009) R. C. Kessler et al.   PSYCHOLOGICAL MEDICINE

Regularized Generalized Structured Component Analysis

(2009) Heungsun Hwang   PSYCHOMETRIKA

The interaction of DRD2 and violent victimization on depression: An analysis by gender and race

(2008) Jamie Vaske et al.   JOURNAL OF AFFECTIVE DISORDERS

Reduced gray matter brain volumes are associated with variants of the serotonin transporter gene in major depression

(2008) T Frodl et al.   MOLECULAR PSYCHIATRY

Using genetic data in cognitive neuroscience: from growing pains to genuine insights

(2008) Adam E. Green et al.   NATURE REVIEWS NEUROSCIENCE

Combining fMRI and SNP data to investigate connections between brain function and genetics using parallel ICA

(2007) Jingyu Liu et al.   HUMAN BRAIN MAPPING