Literature DB >> 28096410

Selection against variants in the genome associated with educational attainment.

Augustine Kong1,2, Michael L Frigge3, Gudmar Thorleifsson3, Hreinn Stefansson3, Alexander I Young4, Florian Zink3, Gudrun A Jonsdottir3, Aysu Okbay5,6, Patrick Sulem3, Gisli Masson3, Daniel F Gudbjartsson3,2, Agnar Helgason3,7, Gyda Bjornsdottir3, Unnur Thorsteinsdottir3,8, Kari Stefansson1,8.   

Abstract

Epidemiological and genetic association studies show that genetics play an important role in the attainment of education. Here, we investigate the effect of this genetic component on the reproductive history of 109,120 Icelanders and the consequent impact on the gene pool over time. We show that an educational attainment polygenic score, POLYEDU, constructed from results of a recent study is associated with delayed reproduction (P < 10-100) and fewer children overall. The effect is stronger for women and remains highly significant after adjusting for educational attainment. Based on 129,808 Icelanders born between 1910 and 1990, we find that the average POLYEDU has been declining at a rate of ∼0.010 standard units per decade, which is substantial on an evolutionary timescale. Most importantly, because POLYEDU only captures a fraction of the overall underlying genetic component the latter could be declining at a rate that is two to three times faster.

Entities:  

Keywords:  educational attainment; fertility; genes; selection; sequence variants

Mesh:

Year:  2017        PMID: 28096410      PMCID: PMC5293043          DOI: 10.1073/pnas.1612113114

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  33 in total

1.  Genomic control for association studies.

Authors:  B Devlin; K Roeder
Journal:  Biometrics       Date:  1999-12       Impact factor: 2.571

2.  Principal components analysis corrects for stratification in genome-wide association studies.

Authors:  Alkes L Price; Nick J Patterson; Robert M Plenge; Michael E Weinblatt; Nancy A Shadick; David Reich
Journal:  Nat Genet       Date:  2006-07-23       Impact factor: 38.330

Review 3.  Bio-social determinants of fertility.

Authors:  Hans-Peter Kohler; Joseph Lee Rodgers; Warren B Miller; Axel Skytthe; Kaare Christensen
Journal:  Int J Androl       Date:  2006-02

4.  LD Score regression distinguishes confounding from polygenicity in genome-wide association studies.

Authors:  Brendan K Bulik-Sullivan; Po-Ru Loh; Hilary K Finucane; Stephan Ripke; Jian Yang; Nick Patterson; Mark J Daly; Alkes L Price; Benjamin M Neale
Journal:  Nat Genet       Date:  2015-02-02       Impact factor: 38.330

5.  Protection of privacy by third-party encryption in genetic research in Iceland.

Authors:  J R Gulcher; K Kristjánsson; H Gudbjartsson; K Stefánsson
Journal:  Eur J Hum Genet       Date:  2000-10       Impact factor: 4.246

6.  Loss-of-function mutations in SLC30A8 protect against type 2 diabetes.

Authors:  Jason Flannick; Gudmar Thorleifsson; Nicola L Beer; Suzanne B R Jacobs; Niels Grarup; Noël P Burtt; Anubha Mahajan; Christian Fuchsberger; Gil Atzmon; Rafn Benediktsson; John Blangero; Don W Bowden; Ivan Brandslund; Julia Brosnan; Frank Burslem; John Chambers; Yoon Shin Cho; Cramer Christensen; Desirée A Douglas; Ravindranath Duggirala; Zachary Dymek; Yossi Farjoun; Timothy Fennell; Pierre Fontanillas; Tom Forsén; Stacey Gabriel; Benjamin Glaser; Daniel F Gudbjartsson; Craig Hanis; Torben Hansen; Astradur B Hreidarsson; Kristian Hveem; Erik Ingelsson; Bo Isomaa; Stefan Johansson; Torben Jørgensen; Marit Eika Jørgensen; Sekar Kathiresan; Augustine Kong; Jaspal Kooner; Jasmina Kravic; Markku Laakso; Jong-Young Lee; Lars Lind; Cecilia M Lindgren; Allan Linneberg; Gisli Masson; Thomas Meitinger; Karen L Mohlke; Anders Molven; Andrew P Morris; Shobha Potluri; Rainer Rauramaa; Rasmus Ribel-Madsen; Ann-Marie Richard; Tim Rolph; Veikko Salomaa; Ayellet V Segrè; Hanna Skärstrand; Valgerdur Steinthorsdottir; Heather M Stringham; Patrick Sulem; E Shyong Tai; Yik Ying Teo; Tanya Teslovich; Unnur Thorsteinsdottir; Jeff K Trimmer; Tiinamaija Tuomi; Jaakko Tuomilehto; Fariba Vaziri-Sani; Benjamin F Voight; James G Wilson; Michael Boehnke; Mark I McCarthy; Pål R Njølstad; Oluf Pedersen; Leif Groop; David R Cox; Kari Stefansson; David Altshuler
Journal:  Nat Genet       Date:  2014-03-02       Impact factor: 38.330

Review 7.  Women's education and fertility: results from 26 Demographic and Health Surveys.

Authors:  T Castro Martín
Journal:  Stud Fam Plann       Date:  1995 Jul-Aug

8.  Modeling Linkage Disequilibrium Increases Accuracy of Polygenic Risk Scores.

Authors:  Bjarni J Vilhjálmsson; Jian Yang; Hilary K Finucane; Alexander Gusev; Sara Lindström; Stephan Ripke; Giulio Genovese; Po-Ru Loh; Gaurav Bhatia; Ron Do; Tristan Hayeck; Hong-Hee Won; Sekar Kathiresan; Michele Pato; Carlos Pato; Rulla Tamimi; Eli Stahl; Noah Zaitlen; Bogdan Pasaniuc; Gillian Belbin; Eimear E Kenny; Mikkel H Schierup; Philip De Jager; Nikolaos A Patsopoulos; Steve McCarroll; Mark Daly; Shaun Purcell; Daniel Chasman; Benjamin Neale; Michael Goddard; Peter M Visscher; Peter Kraft; Nick Patterson; Alkes L Price
Journal:  Am J Hum Genet       Date:  2015-10-01       Impact factor: 11.025

9.  Common genetic variants influence human subcortical brain structures.

Authors:  Derrek P Hibar; Jason L Stein; Miguel E Renteria; Alejandro Arias-Vasquez; Sylvane Desrivières; Neda Jahanshad; Roberto Toro; Katharina Wittfeld; Lucija Abramovic; Micael Andersson; Benjamin S Aribisala; Nicola J Armstrong; Manon Bernard; Marc M Bohlken; Marco P Boks; Janita Bralten; Andrew A Brown; M Mallar Chakravarty; Qiang Chen; Christopher R K Ching; Gabriel Cuellar-Partida; Anouk den Braber; Sudheer Giddaluru; Aaron L Goldman; Oliver Grimm; Tulio Guadalupe; Johanna Hass; Girma Woldehawariat; Avram J Holmes; Martine Hoogman; Deborah Janowitz; Tianye Jia; Sungeun Kim; Marieke Klein; Bernd Kraemer; Phil H Lee; Loes M Olde Loohuis; Michelle Luciano; Christine Macare; Karen A Mather; Manuel Mattheisen; Yuri Milaneschi; Kwangsik Nho; Martina Papmeyer; Adaikalavan Ramasamy; Shannon L Risacher; Roberto Roiz-Santiañez; Emma J Rose; Alireza Salami; Philipp G Sämann; Lianne Schmaal; Andrew J Schork; Jean Shin; Lachlan T Strike; Alexander Teumer; Marjolein M J van Donkelaar; Kristel R van Eijk; Raymond K Walters; Lars T Westlye; Christopher D Whelan; Anderson M Winkler; Marcel P Zwiers; Saud Alhusaini; Lavinia Athanasiu; Stefan Ehrlich; Marina M H Hakobjan; Cecilie B Hartberg; Unn K Haukvik; Angelien J G A M Heister; David Hoehn; Dalia Kasperaviciute; David C M Liewald; Lorna M Lopez; Remco R R Makkinje; Mar Matarin; Marlies A M Naber; D Reese McKay; Margaret Needham; Allison C Nugent; Benno Pütz; Natalie A Royle; Li Shen; Emma Sprooten; Daniah Trabzuni; Saskia S L van der Marel; Kimm J E van Hulzen; Esther Walton; Christiane Wolf; Laura Almasy; David Ames; Sampath Arepalli; Amelia A Assareh; Mark E Bastin; Henry Brodaty; Kazima B Bulayeva; Melanie A Carless; Sven Cichon; Aiden Corvin; Joanne E Curran; Michael Czisch; Greig I de Zubicaray; Allissa Dillman; Ravi Duggirala; Thomas D Dyer; Susanne Erk; Iryna O Fedko; Luigi Ferrucci; Tatiana M Foroud; Peter T Fox; Masaki Fukunaga; J Raphael Gibbs; Harald H H Göring; Robert C Green; Sebastian Guelfi; Narelle K Hansell; Catharina A Hartman; Katrin Hegenscheid; Andreas Heinz; Dena G Hernandez; Dirk J Heslenfeld; Pieter J Hoekstra; Florian Holsboer; Georg Homuth; Jouke-Jan Hottenga; Masashi Ikeda; Clifford R Jack; Mark Jenkinson; Robert Johnson; Ryota Kanai; Maria Keil; Jack W Kent; Peter Kochunov; John B Kwok; Stephen M Lawrie; Xinmin Liu; Dan L Longo; Katie L McMahon; Eva Meisenzahl; Ingrid Melle; Sebastian Mohnke; Grant W Montgomery; Jeanette C Mostert; Thomas W Mühleisen; Michael A Nalls; Thomas E Nichols; Lars G Nilsson; Markus M Nöthen; Kazutaka Ohi; Rene L Olvera; Rocio Perez-Iglesias; G Bruce Pike; Steven G Potkin; Ivar Reinvang; Simone Reppermund; Marcella Rietschel; Nina Romanczuk-Seiferth; Glenn D Rosen; Dan Rujescu; Knut Schnell; Peter R Schofield; Colin Smith; Vidar M Steen; Jessika E Sussmann; Anbupalam Thalamuthu; Arthur W Toga; Bryan J Traynor; Juan Troncoso; Jessica A Turner; Maria C Valdés Hernández; Dennis van 't Ent; Marcel van der Brug; Nic J A van der Wee; Marie-Jose van Tol; Dick J Veltman; Thomas H Wassink; Eric Westman; Ronald H Zielke; Alan B Zonderman; David G Ashbrook; Reinmar Hager; Lu Lu; Francis J McMahon; Derek W Morris; Robert W Williams; Han G Brunner; Randy L Buckner; Jan K Buitelaar; Wiepke Cahn; Vince D Calhoun; Gianpiero L Cavalleri; Benedicto Crespo-Facorro; Anders M Dale; Gareth E Davies; Norman Delanty; Chantal Depondt; Srdjan Djurovic; Wayne C Drevets; Thomas Espeseth; Randy L Gollub; Beng-Choon Ho; Wolfgang Hoffmann; Norbert Hosten; René S Kahn; Stephanie Le Hellard; Andreas Meyer-Lindenberg; Bertram Müller-Myhsok; Matthias Nauck; Lars Nyberg; Massimo Pandolfo; Brenda W J H Penninx; Joshua L Roffman; Sanjay M Sisodiya; Jordan W Smoller; Hans van Bokhoven; Neeltje E M van Haren; Henry Völzke; Henrik Walter; Michael W Weiner; Wei Wen; Tonya White; Ingrid Agartz; Ole A Andreassen; John Blangero; Dorret I Boomsma; Rachel M Brouwer; Dara M Cannon; Mark R Cookson; Eco J C de Geus; Ian J Deary; Gary Donohoe; Guillén Fernández; Simon E Fisher; Clyde Francks; David C Glahn; Hans J Grabe; Oliver Gruber; John Hardy; Ryota Hashimoto; Hilleke E Hulshoff Pol; Erik G Jönsson; Iwona Kloszewska; Simon Lovestone; Venkata S Mattay; Patrizia Mecocci; Colm McDonald; Andrew M McIntosh; Roel A Ophoff; Tomas Paus; Zdenka Pausova; Mina Ryten; Perminder S Sachdev; Andrew J Saykin; Andy Simmons; Andrew Singleton; Hilkka Soininen; Joanna M Wardlaw; Michael E Weale; Daniel R Weinberger; Hieab H H Adams; Lenore J Launer; Stephan Seiler; Reinhold Schmidt; Ganesh Chauhan; Claudia L Satizabal; James T Becker; Lisa Yanek; Sven J van der Lee; Maritza Ebling; Bruce Fischl; W T Longstreth; Douglas Greve; Helena Schmidt; Paul Nyquist; Louis N Vinke; Cornelia M van Duijn; Luting Xue; Bernard Mazoyer; Joshua C Bis; Vilmundur Gudnason; Sudha Seshadri; M Arfan Ikram; Nicholas G Martin; Margaret J Wright; Gunter Schumann; Barbara Franke; Paul M Thompson; Sarah E Medland
Journal:  Nature       Date:  2015-01-21       Impact factor: 49.962

10.  Variants with large effects on blood lipids and the role of cholesterol and triglycerides in coronary disease.

Authors:  Anna Helgadottir; Solveig Gretarsdottir; Gudmar Thorleifsson; Eirikur Hjartarson; Asgeir Sigurdsson; Audur Magnusdottir; Aslaug Jonasdottir; Helgi Kristjansson; Patrick Sulem; Asmundur Oddsson; Gardar Sveinbjornsson; Valgerdur Steinthorsdottir; Thorunn Rafnar; Gisli Masson; Ingileif Jonsdottir; Isleifur Olafsson; Gudmundur I Eyjolfsson; Olof Sigurdardottir; Maryam S Daneshpour; Davood Khalili; Fereidoun Azizi; Dorine W Swinkels; Lambertus Kiemeney; Arshed A Quyyumi; Allan I Levey; Riyaz S Patel; Salim S Hayek; Ingibjorg J Gudmundsdottir; Gudmundur Thorgeirsson; Unnur Thorsteinsdottir; Daniel F Gudbjartsson; Hilma Holm; Kari Stefansson
Journal:  Nat Genet       Date:  2016-05-02       Impact factor: 41.307

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  39 in total

1.  Complex traits: Selecting against schooling.

Authors:  Kirsty Minton
Journal:  Nat Rev Genet       Date:  2017-02-06       Impact factor: 53.242

2.  Flynn effect and its reversal are both environmentally caused.

Authors:  Bernt Bratsberg; Ole Rogeberg
Journal:  Proc Natl Acad Sci U S A       Date:  2018-06-11       Impact factor: 11.205

3.  A Simple Test Identifies Selection on Complex Traits.

Authors:  Tim Beissinger; Jochen Kruppa; David Cavero; Ngoc-Thuy Ha; Malena Erbe; Henner Simianer
Journal:  Genetics       Date:  2018-03-15       Impact factor: 4.562

4.  Detecting Polygenic Adaptation in Admixture Graphs.

Authors:  Fernando Racimo; Jeremy J Berg; Joseph K Pickrell
Journal:  Genetics       Date:  2018-01-18       Impact factor: 4.562

5.  Population-based neuroimaging reveals traces of childbirth in the maternal brain.

Authors:  Ann-Marie G de Lange; Tobias Kaufmann; Dennis van der Meer; Luigi A Maglanoc; Dag Alnæs; Torgeir Moberget; Gwenaëlle Douaud; Ole A Andreassen; Lars T Westlye
Journal:  Proc Natl Acad Sci U S A       Date:  2019-10-15       Impact factor: 11.205

Review 6.  Using genetics for social science.

Authors:  K Paige Harden; Philipp D Koellinger
Journal:  Nat Hum Behav       Date:  2020-05-11

7.  Cognitive ability and fertility among Swedish men born 1951-1967: evidence from military conscription registers.

Authors:  Martin Kolk; Kieron Barclay
Journal:  Proc Biol Sci       Date:  2019-05-15       Impact factor: 5.349

Review 8.  Human adaptation over the past 40,000 years.

Authors:  Iain Mathieson
Journal:  Curr Opin Genet Dev       Date:  2020-08-01       Impact factor: 5.578

9.  Genetic correlates of social stratification in Great Britain.

Authors:  Abdel Abdellaoui; David Hugh-Jones; Loic Yengo; Kathryn E Kemper; Michel G Nivard; Laura Veul; Yan Holtz; Brendan P Zietsch; Timothy M Frayling; Naomi R Wray; Jian Yang; Karin J H Verweij; Peter M Visscher
Journal:  Nat Hum Behav       Date:  2019-10-21

Review 10.  Genetic architecture: the shape of the genetic contribution to human traits and disease.

Authors:  Nicholas J Timpson; Celia M T Greenwood; Nicole Soranzo; Daniel J Lawson; J Brent Richards
Journal:  Nat Rev Genet       Date:  2017-12-11       Impact factor: 53.242

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