Literature DB >> 29579395

Polygenic Risk Scores in Clinical Psychology: Bridging Genomic Risk to Individual Differences.

Ryan Bogdan1, David A A Baranger1, Arpana Agrawal2.   

Abstract

Genomewide association studies (GWASs) across psychiatric phenotypes have shown that common genetic variants generally confer risk with small effect sizes (odds ratio < 1.1) that additively contribute to polygenic risk. Summary statistics derived from large discovery GWASs can be used to generate polygenic risk scores (PRS) in independent, target data sets to examine correlates of polygenic disorder liability (e.g., does genetic liability to schizophrenia predict cognition?). The intuitive appeal and generalizability of PRS have led to their widespread use and new insights into mechanisms of polygenic liability. However, when currently applied across traits they account for small amounts of variance (<3%), are relatively uninformative for clinical treatment, and, in isolation, provide no insight into molecular mechanisms. Larger GWASs are needed to increase the precision of PRS, and novel approaches integrating various data sources (e.g., multitrait analysis of GWASs) may improve the utility of current PRS.

Entities:  

Keywords:  GWAS; PRS; candidate; polygenic; psychopathology; schizophrenia

Mesh:

Year:  2018        PMID: 29579395      PMCID: PMC7772939          DOI: 10.1146/annurev-clinpsy-050817-084847

Source DB:  PubMed          Journal:  Annu Rev Clin Psychol        ISSN: 1548-5943            Impact factor:   18.561


  209 in total

1.  Integration of summary data from GWAS and eQTL studies predicts complex trait gene targets.

Authors:  Zhihong Zhu; Futao Zhang; Han Hu; Andrew Bakshi; Matthew R Robinson; Joseph E Powell; Grant W Montgomery; Michael E Goddard; Naomi R Wray; Peter M Visscher; Jian Yang
Journal:  Nat Genet       Date:  2016-03-28       Impact factor: 38.330

2.  Association of the polygenic risk score for schizophrenia with mortality and suicidal behavior - A Danish population-based study.

Authors:  Thomas M Laursen; Betina B Trabjerg; Ole Mors; Anders D Børglum; David M Hougaard; Manuel Mattheisen; Sandra M Meier; Enda M Byrne; Preben B Mortensen; Trine Munk-Olsen; Esben Agerbo
Journal:  Schizophr Res       Date:  2016-12-06       Impact factor: 4.939

Review 3.  Neurogenetics of depression: a focus on reward processing and stress sensitivity.

Authors:  Ryan Bogdan; Yuliya S Nikolova; Diego A Pizzagalli
Journal:  Neurobiol Dis       Date:  2012-06-01       Impact factor: 5.996

4.  Abstract and review of "Studien Uber Vererbung und Entstehung Geistiger Störungen. I. Zur Vererbung und Neuentstehung der Dementia praecox." (Studies on the inheritance and origin of mental illness: I. To the problem of the inheritance and primary origin of dementia praecox). 1916.

Authors:  K S Kendler; E Zerbin-Rüdin
Journal:  Am J Med Genet       Date:  1996-07-26

5.  A mega-analysis of genome-wide association studies for major depressive disorder.

Authors:  Stephan Ripke; Naomi R Wray; Cathryn M Lewis; Steven P Hamilton; Myrna M Weissman; Gerome Breen; Enda M Byrne; Douglas H R Blackwood; Dorret I Boomsma; Sven Cichon; Andrew C Heath; Florian Holsboer; Susanne Lucae; Pamela A F Madden; Nicholas G Martin; Peter McGuffin; Pierandrea Muglia; Markus M Noethen; Brenda P Penninx; Michele L Pergadia; James B Potash; Marcella Rietschel; Danyu Lin; Bertram Müller-Myhsok; Jianxin Shi; Stacy Steinberg; Hans J Grabe; Paul Lichtenstein; Patrik Magnusson; Roy H Perlis; Martin Preisig; Jordan W Smoller; Kari Stefansson; Rudolf Uher; Zoltan Kutalik; Katherine E Tansey; Alexander Teumer; Alexander Viktorin; Michael R Barnes; Thomas Bettecken; Elisabeth B Binder; René Breuer; Victor M Castro; Susanne E Churchill; William H Coryell; Nick Craddock; Ian W Craig; Darina Czamara; Eco J De Geus; Franziska Degenhardt; Anne E Farmer; Maurizio Fava; Josef Frank; Vivian S Gainer; Patience J Gallagher; Scott D Gordon; Sergey Goryachev; Magdalena Gross; Michel Guipponi; Anjali K Henders; Stefan Herms; Ian B Hickie; Susanne Hoefels; Witte Hoogendijk; Jouke Jan Hottenga; Dan V Iosifescu; Marcus Ising; Ian Jones; Lisa Jones; Tzeng Jung-Ying; James A Knowles; Isaac S Kohane; Martin A Kohli; Ania Korszun; Mikael Landen; William B Lawson; Glyn Lewis; Donald Macintyre; Wolfgang Maier; Manuel Mattheisen; Patrick J McGrath; Andrew McIntosh; Alan McLean; Christel M Middeldorp; Lefkos Middleton; Grant M Montgomery; Shawn N Murphy; Matthias Nauck; Willem A Nolen; Dale R Nyholt; Michael O'Donovan; Högni Oskarsson; Nancy Pedersen; William A Scheftner; Andrea Schulz; Thomas G Schulze; Stanley I Shyn; Engilbert Sigurdsson; Susan L Slager; Johannes H Smit; Hreinn Stefansson; Michael Steffens; Thorgeir Thorgeirsson; Federica Tozzi; Jens Treutlein; Manfred Uhr; Edwin J C G van den Oord; Gerard Van Grootheest; Henry Völzke; Jeffrey B Weilburg; Gonneke Willemsen; Frans G Zitman; Benjamin Neale; Mark Daly; Douglas F Levinson; Patrick F Sullivan
Journal:  Mol Psychiatry       Date:  2012-04-03       Impact factor: 15.992

Review 6.  10 Years of GWAS Discovery: Biology, Function, and Translation.

Authors:  Peter M Visscher; Naomi R Wray; Qian Zhang; Pamela Sklar; Mark I McCarthy; Matthew A Brown; Jian Yang
Journal:  Am J Hum Genet       Date:  2017-07-06       Impact factor: 11.025

7.  Reproductive fitness and genetic risk of psychiatric disorders in the general population.

Authors:  Niamh Mullins; Andrés Ingason; Heather Porter; Jack Euesden; Alexandra Gillett; Sigurgeir Ólafsson; Daniel F Gudbjartsson; Cathryn M Lewis; Engilbert Sigurdsson; Evald Saemundsen; Ólafur Ó Gudmundsson; Michael L Frigge; Augustine Kong; Agnar Helgason; G Bragi Walters; Omar Gustafsson; Hreinn Stefansson; Kari Stefansson
Journal:  Nat Commun       Date:  2017-06-13       Impact factor: 14.919

8.  Genetic correlation between amyotrophic lateral sclerosis and schizophrenia.

Authors:  Russell L McLaughlin; Dick Schijven; Wouter van Rheenen; Kristel R van Eijk; Margaret O'Brien; René S Kahn; Roel A Ophoff; An Goris; Daniel G Bradley; Ammar Al-Chalabi; Leonard H van den Berg; Jurjen J Luykx; Orla Hardiman; Jan H Veldink
Journal:  Nat Commun       Date:  2017-03-21       Impact factor: 14.919

9.  Causal effects of body mass index on cardiometabolic traits and events: a Mendelian randomization analysis.

Authors:  Michael V Holmes; Leslie A Lange; Tom Palmer; Matthew B Lanktree; Kari E North; Berta Almoguera; Sarah Buxbaum; Hareesh R Chandrupatla; Clara C Elbers; Yiran Guo; Ron C Hoogeveen; Jin Li; Yun R Li; Daniel I Swerdlow; Mary Cushman; Tom S Price; Sean P Curtis; Myriam Fornage; Hakon Hakonarson; Sanjay R Patel; Susan Redline; David S Siscovick; Michael Y Tsai; James G Wilson; Yvonne T van der Schouw; Garret A FitzGerald; Aroon D Hingorani; Juan P Casas; Paul I W de Bakker; Stephen S Rich; Eric E Schadt; Folkert W Asselbergs; Alex P Reiner; Brendan J Keating
Journal:  Am J Hum Genet       Date:  2014-01-23       Impact factor: 11.025

10.  Shared genetic aetiology between cognitive functions and physical and mental health in UK Biobank (N=112 151) and 24 GWAS consortia.

Authors:  S P Hagenaars; S E Harris; G Davies; W D Hill; D C M Liewald; S J Ritchie; R E Marioni; C Fawns-Ritchie; B Cullen; R Malik; B B Worrall; C L M Sudlow; J M Wardlaw; J Gallacher; J Pell; A M McIntosh; D J Smith; C R Gale; I J Deary
Journal:  Mol Psychiatry       Date:  2016-01-26       Impact factor: 15.992

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  42 in total

1.  Stability in effects of different smoking-related polygenic risk scores over age and smoking phenotypes.

Authors:  Arielle R Deutsch; Arielle S Selya
Journal:  Drug Alcohol Depend       Date:  2020-07-02       Impact factor: 4.492

2.  Genes, Roommates, and Residence Halls: A Multidimensional Study of the Role of Peer Drinking on College Students' Alcohol Use.

Authors:  Rebecca L Smith; Jessica E Salvatore; Fazil Aliev; Zoe Neale; Peter Barr; Danielle M Dick
Journal:  Alcohol Clin Exp Res       Date:  2019-04-29       Impact factor: 3.455

3.  Associations between an educational attainment polygenic score with educational attainment in an African American sample.

Authors:  Jill A Rabinowitz; Sally I-C Kuo; William Felder; Rashelle J Musci; Amie Bettencourt; Kelly Benke; Danielle Y Sisto; Emily Smail; George Uhl; Brion S Maher; Anthony Kouzis; Nicholas S Ialongo
Journal:  Genes Brain Behav       Date:  2019-03-12       Impact factor: 3.449

Review 4.  Polygenic Scores for ADHD: A Meta-Analysis.

Authors:  James J Li; Quanfa He
Journal:  Res Child Adolesc Psychopathol       Date:  2021-01-25

5.  Genome-wide association studies of alcohol dependence, DSM-IV criterion count and individual criteria.

Authors:  Dongbing Lai; Leah Wetherill; Sarah Bertelsen; Caitlin E Carey; Chella Kamarajan; Manav Kapoor; Jacquelyn L Meyers; Andrey P Anokhin; David A Bennett; Kathleen K Bucholz; Katharine K Chang; Philip L De Jager; Danielle M Dick; Victor Hesselbrock; John Kramer; Samuel Kuperman; John I Nurnberger; Towfique Raj; Marc Schuckit; Denise M Scott; Robert E Taylor; Jay Tischfield; Ahmad R Hariri; Howard J Edenberg; Arpana Agrawal; Ryan Bogdan; Bernice Porjesz; Alison M Goate; Tatiana Foroud
Journal:  Genes Brain Behav       Date:  2019-06-04       Impact factor: 3.449

6.  The Genetic Relationship Between Alcohol Consumption and Aspects of Problem Drinking in an Ascertained Sample.

Authors:  Emma C Johnson; Celine L St Pierre; Jacquelyn L Meyers; Fazil Aliev; Vivia V McCutcheon; Dongbing Lai; Danielle M Dick; Alison M Goate; John Kramer; Samuel Kuperman; John I Nurnberger; Marc A Schuckit; Bernice Porjesz; Howard J Edenberg; Kathleen K Bucholz; Arpana Agrawal
Journal:  Alcohol Clin Exp Res       Date:  2019-05-21       Impact factor: 3.455

7.  Cortisol awakening response and additive serotonergic genetic risk interactively predict depression in two samples: The 2019 Donald F. Klein Early Career Investigator Award Paper.

Authors:  Suzanne Vrshek-Schallhorn; Catherine B Stroud; Leah D Doane; Susan Mineka; Richard E Zinbarg; Eva E Redei; Michelle G Craske; Emma K Adam
Journal:  Depress Anxiety       Date:  2019-04-24       Impact factor: 6.505

8.  Unpacking Genetic Risk Pathways for College Student Alcohol Consumption: The Mediating Role of Impulsivity.

Authors:  Albert J Ksinan; Jinni Su; Fazil Aliev; Danielle M Dick
Journal:  Alcohol Clin Exp Res       Date:  2019-08-26       Impact factor: 3.455

9.  The Role of Emergence in Genetically Informed Relationships Research: A Methodological Analysis.

Authors:  Jessica E Salvatore; Kenneth S Kendler
Journal:  Behav Genet       Date:  2018-10-24       Impact factor: 2.805

10.  Sibling comparisons elucidate the associations between educational attainment polygenic scores and alcohol, nicotine and cannabis.

Authors:  Jessica E Salvatore; Peter B Barr; Mallory Stephenson; Fazil Aliev; Sally I-Chun Kuo; Jinni Su; Arpana Agrawal; Laura Almasy; Laura Bierut; Kathleen Bucholz; Grace Chan; Howard J Edenberg; Emma C Johnson; Vivia V McCutcheon; Jacquelyn L Meyers; Marc Schuckit; Jay Tischfield; Leah Wetherill; Danielle M Dick
Journal:  Addiction       Date:  2019-10-28       Impact factor: 6.526

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