Literature DB >> 25343363

Integrating genetics and social science: genetic risk scores.

Daniel W Belsky1, Salomon Israel.   

Abstract

The sequencing of the human genome and the advent of low-cost genome-wide assays that generate millions of observations of individual genomes in a matter of hours constitute a disruptive innovation for social science. Many public use social science datasets have or will soon add genome-wide genetic data. With these new data come technical challenges, but also new possibilities. Among these, the lowest-hanging fruit and the most potentially disruptive to existing research programs is the ability to measure previously invisible contours of health and disease risk within populations. In this article, we outline why now is the time for social scientists to bring genetics into their research programs. We discuss how to select genetic variants to study. We explain how the polygenic architecture of complex traits and the low penetrance of individual genetic loci pose challenges to research integrating genetics and social science. We introduce genetic risk scores as a method of addressing these challenges and provide guidance on how genetic risk scores can be constructed. We conclude by outlining research questions that are ripe for social science inquiry.

Entities:  

Mesh:

Year:  2014        PMID: 25343363      PMCID: PMC4274737          DOI: 10.1080/19485565.2014.946591

Source DB:  PubMed          Journal:  Biodemography Soc Biol        ISSN: 1948-5565


  110 in total

Review 1.  Genomewide association studies and assessment of the risk of disease.

Authors:  Teri A Manolio
Journal:  N Engl J Med       Date:  2010-07-08       Impact factor: 91.245

2.  Genetic heterogeneity in human disease.

Authors:  Jon McClellan; Mary-Claire King
Journal:  Cell       Date:  2010-04-16       Impact factor: 41.582

3.  Potential etiologic and functional implications of genome-wide association loci for human diseases and traits.

Authors:  Lucia A Hindorff; Praveen Sethupathy; Heather A Junkins; Erin M Ramos; Jayashri P Mehta; Francis S Collins; Teri A Manolio
Journal:  Proc Natl Acad Sci U S A       Date:  2009-05-27       Impact factor: 11.205

4.  Harnessing the information contained within genome-wide association studies to improve individual prediction of complex disease risk.

Authors:  David M Evans; Peter M Visscher; Naomi R Wray
Journal:  Hum Mol Genet       Date:  2009-06-24       Impact factor: 6.150

Review 5.  Neurocircuitry of addiction.

Authors:  George F Koob; Nora D Volkow
Journal:  Neuropsychopharmacology       Date:  2010-01       Impact factor: 7.853

Review 6.  The neurobiology of individual differences in complex behavioral traits.

Authors:  Ahmad R Hariri
Journal:  Annu Rev Neurosci       Date:  2009       Impact factor: 12.449

Review 7.  Common disorders are quantitative traits.

Authors:  Robert Plomin; Claire M A Haworth; Oliver S P Davis
Journal:  Nat Rev Genet       Date:  2009-10-27       Impact factor: 53.242

8.  Culture-gene coevolution of individualism-collectivism and the serotonin transporter gene.

Authors:  Joan Y Chiao; Katherine D Blizinsky
Journal:  Proc Biol Sci       Date:  2009-10-28       Impact factor: 5.349

9.  Common polygenic variation contributes to risk of schizophrenia and bipolar disorder.

Authors:  Shaun M Purcell; Naomi R Wray; Jennifer L Stone; Peter M Visscher; Michael C O'Donovan; Patrick F Sullivan; Pamela Sklar
Journal:  Nature       Date:  2009-07-01       Impact factor: 49.962

10.  Satiety mechanisms in genetic risk of obesity.

Authors:  Clare Heidi Llewellyn; Maciej Trzaskowski; Cornelia Hendrika Maria van Jaarsveld; Robert Plomin; Jane Wardle
Journal:  JAMA Pediatr       Date:  2014-04       Impact factor: 16.193

View more
  35 in total

1.  Maternal BMI-Increasing Genetic Risk Score and Fetal Weights among Diverse US Ethnic Groups.

Authors:  Deepika Shrestha; Mohammad L Rahman; Stefanie N Hinkle; Tsegaselassie Workalemahu; Fasil Tekola-Ayele
Journal:  Obesity (Silver Spring)       Date:  2019-07       Impact factor: 5.002

2.  Differential Vulnerability to Early-Life Parental Death: The Moderating Effects of Family Suicide History on Risks for Major Depression and Substance Abuse in Later Life.

Authors:  Michael S Hollingshaus; Hilary Coon; Sheila E Crowell; Douglas D Gray; Heidi A Hanson; Richard Pimentel; Ken R Smith
Journal:  Biodemography Soc Biol       Date:  2016

3.  Translating Polygenic Analysis for Prevention: From Who to How.

Authors:  Daniel W Belsky
Journal:  Circ Cardiovasc Genet       Date:  2017-06

4.  Invited Commentary: Integrating Genomics and Social Epidemiology-Analysis of Late-Life Low Socioeconomic Status and the Conserved Transcriptional Response to Adversity.

Authors:  Daniel W Belsky; Noah Snyder-Mackler
Journal:  Am J Epidemiol       Date:  2017-09-01       Impact factor: 4.897

5.  Opportunities and challenges of big data for the social sciences: The case of genomic data.

Authors:  Hexuan Liu; Guang Guo
Journal:  Soc Sci Res       Date:  2016-04-21

6.  Father Absence and Accelerated Reproductive Development in Non-Hispanic White Women in the United States.

Authors:  Lauren Gaydosh; Daniel W Belsky; Benjamin W Domingue; Jason D Boardman; Kathleen Mullan Harris
Journal:  Demography       Date:  2018-08

7.  Polygenic Influence on Educational Attainment: New evidence from The National Longitudinal Study of Adolescent to Adult Health.

Authors:  Benjamin W Domingue; Daniel Belsky; Dalton Conley; Kathleen Mullan Harris; Jason D Boardman
Journal:  AERA Open       Date:  2015-08-19

8.  Genetic risk, body mass index, and weight control behaviors: Unlocking the triad.

Authors:  Jason M Nagata; David B Braudt; Benjamin W Domingue; Kirsten Bibbins-Domingo; Andrea K Garber; Scott Griffiths; Stuart B Murray
Journal:  Int J Eat Disord       Date:  2019-04-17       Impact factor: 4.861

9.  The Effect of Vietnam-Era Conscription and Genetic Potential for Educational Attainment on Schooling Outcomes.

Authors:  Lauren L Schmitz; Dalton Conley
Journal:  Econ Educ Rev       Date:  2017-10-07

10.  Polygenic risk, family cohesion, and adolescent aggression in Mexican American and European American families: Developmental pathways to alcohol use.

Authors:  Kit K Elam; Laurie Chassin; Danielle Pandika
Journal:  Dev Psychopathol       Date:  2018-08-31
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.