Literature DB >> 31926482

Polygenic prediction and GWAS of depression, PTSD, and suicidal ideation/self-harm in a Peruvian cohort.

Hanyang Shen1, Bizu Gelaye2, Hailiang Huang3,4, Marta B Rondon5, Sixto Sanchez6,7, Laramie E Duncan8.   

Abstract

Genome-wide approaches including polygenic risk scores (PRSs) are now widely used in medical research; however, few studies have been conducted in low- and middle-income countries (LMICs), especially in South America. This study was designed to test the transferability of psychiatric PRSs to individuals with different ancestral and cultural backgrounds and to provide genome-wide association study (GWAS) results for psychiatric outcomes in this sample. The PrOMIS cohort (N = 3308) was recruited from prenatal care clinics at the Instituto Nacional Materno Perinatal (INMP) in Lima, Peru. Three major psychiatric outcomes (depression, PTSD, and suicidal ideation and/or self-harm) were scored by interviewers using valid Spanish questionnaires. Illumina Multi-Ethnic Global chip was used for genotyping. Standard procedures for PRSs and GWAS were used along with extra steps to rule out confounding due to ancestry. Depression PRSs significantly predicted depression, PTSD, and suicidal ideation/self-harm and explained up to 0.6% of phenotypic variation (minimum p = 3.9 × 10-6). The associations were robust to sensitivity analyses using more homogeneous subgroups of participants and alternative choices of principal components. Successful polygenic prediction of three psychiatric phenotypes in this Peruvian cohort suggests that genetic influences on depression, PTSD, and suicidal ideation/self-harm are at least partially shared across global populations. These PRS and GWAS results from this large Peruvian cohort advance genetic research (and the potential for improved treatments) for diverse global populations.

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Year:  2020        PMID: 31926482      PMCID: PMC7419528          DOI: 10.1038/s41386-020-0603-5

Source DB:  PubMed          Journal:  Neuropsychopharmacology        ISSN: 0893-133X            Impact factor:   7.853


  30 in total

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Authors:  Qiu-Yue Zhong; Bizu Gelaye; Marta B Rondon; Sixto E Sánchez; Gregory E Simon; David C Henderson; Yasmin V Barrios; Pedro Mascaro Sánchez; Michelle A Williams
Journal:  Arch Womens Ment Health       Date:  2014-11-05       Impact factor: 3.633

2.  Model-free Estimation of Recent Genetic Relatedness.

Authors:  Matthew P Conomos; Alexander P Reiner; Bruce S Weir; Timothy A Thornton
Journal:  Am J Hum Genet       Date:  2016-01-07       Impact factor: 11.025

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4.  Validation and utility of a self-report version of PRIME-MD: the PHQ primary care study. Primary Care Evaluation of Mental Disorders. Patient Health Questionnaire.

Authors:  R L Spitzer; K Kroenke; J B Williams
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5.  A map of human genome variation from population-scale sequencing.

Authors:  Gonçalo R Abecasis; David Altshuler; Adam Auton; Lisa D Brooks; Richard M Durbin; Richard A Gibbs; Matt E Hurles; Gil A McVean
Journal:  Nature       Date:  2010-10-28       Impact factor: 49.962

6.  Childhood physical and sexual abuse experiences associated with post-traumatic stress disorder among pregnant women.

Authors:  Sixto E Sanchez; Omar Pineda; Diana Z Chaves; Qiu-Yue Zhong; Bizu Gelaye; Gregory E Simon; Marta B Rondon; Michelle A Williams
Journal:  Ann Epidemiol       Date:  2017-10-13       Impact factor: 3.797

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8.  Genetic associations with suicide attempt severity and genetic overlap with major depression.

Authors:  Daniel F Levey; Renato Polimanti; Zhongshan Cheng; Hang Zhou; Yaira Z Nuñez; Sonia Jain; Feng He; Xiaoying Sun; Robert J Ursano; Ronald C Kessler; Jordan W Smoller; Murray B Stein; Henry R Kranzler; Joel Gelernter
Journal:  Transl Psychiatry       Date:  2019-01-17       Impact factor: 6.222

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Journal:  Nat Commun       Date:  2019-10-08       Impact factor: 14.919

10.  Genomic Insights into the Ancestry and Demographic History of South America.

Authors:  Julian R Homburger; Andrés Moreno-Estrada; Christopher R Gignoux; Dominic Nelson; Elena Sanchez; Patricia Ortiz-Tello; Bernardo A Pons-Estel; Eduardo Acevedo-Vasquez; Pedro Miranda; Carl D Langefeld; Simon Gravel; Marta E Alarcón-Riquelme; Carlos D Bustamante
Journal:  PLoS Genet       Date:  2015-12-04       Impact factor: 5.917

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2.  Genome-wide association study meta-analysis of suicide death and suicidal behavior.

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3.  From genetics to systems biology of stress-related mental disorders.

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6.  A Polygenic Approach to Understanding Resilience to Peer Victimisation.

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7.  Association of Genome-Wide Polygenic Scores for Multiple Psychiatric and Common Traits in Preadolescent Youths at Risk of Suicide.

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