Literature DB >> 35119671

Whole-Genome Genotyping Using DNA Microarrays for Population Genetics.

Austin J Van Asselt1,2, Erik A Ehli3,4.   

Abstract

The field of population genetics has exploded in the last two decades following the sequencing of the human genome in 2001 (Green et al. Nature 526:29-31, 2015). Tools to measure genetic variation have matured significantly throughout this advancement in knowledge (Lenoir and Giannella. J Biomed Discov Collab 1:11, 2006; Marzancola et al. Methods Mol Biol 1368:161-178, 2016). In this chapter, the focus is on the laboratory methods developed to perform genome-wide genotyping utilizing DNA microarrays, which is one of the most commonly used molecular techniques to assess global genetic variation (Heller MJ, Annu Rev Biomed Eng 4:129-153, 2002). DNA microarrays allow for the interrogation of hundreds of thousands of SNPs (single nucleotide polymorphisms) at once utilizing array-based technology in conjunction with fluorescent molecular labels in a process referred to as genotyping (Marzancola et al. Methods Mol Biol 1368:161-178, 2016). Genotype data can be utilized to associate certain phenotypes in relation with specific genetic variants within a population in a process known as genome-wide association studies or GWAS (Charlesworth and Charlesworth. Heredity (Edinb) 118(1):2-9, 2017; Casillas and Barbadilla. Genetics 205(3):1003-1035, 2017). This experimental technique is a multiple-day process involving the combination of DNA extraction, amplification, fragmentation, binding, and staining (Illumina Infinium HTS Assay Protocol Guide, 2013). Many vendors supply platforms and products to assess global genetic variation using DNA microarrays (Illumina Infinium HTS Assay Protocol Guide, 2013). In this chapter, the focus is on the methods utilized to generate high-quality genotype data with the Illumina® Infinium Global Screening Array. Although data analysis and quality control are not the focus for this chapter, they are also briefly addressed.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  DNA; GWAS; Genotyping; Microarray; Population genetics; Single nucleotide polymorphism

Mesh:

Year:  2022        PMID: 35119671     DOI: 10.1007/978-1-0716-1920-9_16

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  16 in total

Review 1.  DNA microarray technology: devices, systems, and applications.

Authors:  Michael J Heller
Journal:  Annu Rev Biomed Eng       Date:  2002-03-22       Impact factor: 9.590

2.  Human Genome Project: Twenty-five years of big biology.

Authors:  Eric D Green; James D Watson; Francis S Collins
Journal:  Nature       Date:  2015-10-01       Impact factor: 49.962

Review 3.  DNA Microarray-Based Diagnostics.

Authors:  Mahsa Gharibi Marzancola; Abootaleb Sedighi; Paul C H Li
Journal:  Methods Mol Biol       Date:  2016

4.  The emergence and diffusion of DNA microarray technology.

Authors:  Tim Lenoir; Eric Giannella
Journal:  J Biomed Discov Collab       Date:  2006-08-22

5.  The sequence of the human genome.

Authors:  J C Venter; M D Adams; E W Myers; P W Li; R J Mural; G G Sutton; H O Smith; M Yandell; C A Evans; R A Holt; J D Gocayne; P Amanatides; R M Ballew; D H Huson; J R Wortman; Q Zhang; C D Kodira; X H Zheng; L Chen; M Skupski; G Subramanian; P D Thomas; J Zhang; G L Gabor Miklos; C Nelson; S Broder; A G Clark; J Nadeau; V A McKusick; N Zinder; A J Levine; R J Roberts; M Simon; C Slayman; M Hunkapiller; R Bolanos; A Delcher; I Dew; D Fasulo; M Flanigan; L Florea; A Halpern; S Hannenhalli; S Kravitz; S Levy; C Mobarry; K Reinert; K Remington; J Abu-Threideh; E Beasley; K Biddick; V Bonazzi; R Brandon; M Cargill; I Chandramouliswaran; R Charlab; K Chaturvedi; Z Deng; V Di Francesco; P Dunn; K Eilbeck; C Evangelista; A E Gabrielian; W Gan; W Ge; F Gong; Z Gu; P Guan; T J Heiman; M E Higgins; R R Ji; Z Ke; K A Ketchum; Z Lai; Y Lei; Z Li; J Li; Y Liang; X Lin; F Lu; G V Merkulov; N Milshina; H M Moore; A K Naik; V A Narayan; B Neelam; D Nusskern; D B Rusch; S Salzberg; W Shao; B Shue; J Sun; Z Wang; A Wang; X Wang; J Wang; M Wei; R Wides; C Xiao; C Yan; A Yao; J Ye; M Zhan; W Zhang; H Zhang; Q Zhao; L Zheng; F Zhong; W Zhong; S Zhu; S Zhao; D Gilbert; S Baumhueter; G Spier; C Carter; A Cravchik; T Woodage; F Ali; H An; A Awe; D Baldwin; H Baden; M Barnstead; I Barrow; K Beeson; D Busam; A Carver; A Center; M L Cheng; L Curry; S Danaher; L Davenport; R Desilets; S Dietz; K Dodson; L Doup; S Ferriera; N Garg; A Gluecksmann; B Hart; J Haynes; C Haynes; C Heiner; S Hladun; D Hostin; J Houck; T Howland; C Ibegwam; J Johnson; F Kalush; L Kline; S Koduru; A Love; F Mann; D May; S McCawley; T McIntosh; I McMullen; M Moy; L Moy; B Murphy; K Nelson; C Pfannkoch; E Pratts; V Puri; H Qureshi; M Reardon; R Rodriguez; Y H Rogers; D Romblad; B Ruhfel; R Scott; C Sitter; M Smallwood; E Stewart; R Strong; E Suh; R Thomas; N N Tint; S Tse; C Vech; G Wang; J Wetter; S Williams; M Williams; S Windsor; E Winn-Deen; K Wolfe; J Zaveri; K Zaveri; J F Abril; R Guigó; M J Campbell; K V Sjolander; B Karlak; A Kejariwal; H Mi; B Lazareva; T Hatton; A Narechania; K Diemer; A Muruganujan; N Guo; S Sato; V Bafna; S Istrail; R Lippert; R Schwartz; B Walenz; S Yooseph; D Allen; A Basu; J Baxendale; L Blick; M Caminha; J Carnes-Stine; P Caulk; Y H Chiang; M Coyne; C Dahlke; A Deslattes Mays; M Dombroski; M Donnelly; D Ely; S Esparham; C Fosler; H Gire; S Glanowski; K Glasser; A Glodek; M Gorokhov; K Graham; B Gropman; M Harris; J Heil; S Henderson; J Hoover; D Jennings; C Jordan; J Jordan; J Kasha; L Kagan; C Kraft; A Levitsky; M Lewis; X Liu; J Lopez; D Ma; W Majoros; J McDaniel; S Murphy; M Newman; T Nguyen; N Nguyen; M Nodell; S Pan; J Peck; M Peterson; W Rowe; R Sanders; J Scott; M Simpson; T Smith; A Sprague; T Stockwell; R Turner; E Venter; M Wang; M Wen; D Wu; M Wu; A Xia; A Zandieh; X Zhu
Journal:  Science       Date:  2001-02-16       Impact factor: 47.728

Review 6.  Molecular Population Genetics.

Authors:  Sònia Casillas; Antonio Barbadilla
Journal:  Genetics       Date:  2017-03       Impact factor: 4.562

7.  Genome-wide association study of germline variants and breast cancer-specific mortality.

Authors:  Maria Escala-Garcia; Qi Guo; Thilo Dörk; Sander Canisius; Renske Keeman; Joe Dennis; Jonathan Beesley; Julie Lecarpentier; Manjeet K Bolla; Qin Wang; Jean Abraham; Irene L Andrulis; Hoda Anton-Culver; Volker Arndt; Paul L Auer; Matthias W Beckmann; Sabine Behrens; Javier Benitez; Marina Bermisheva; Leslie Bernstein; Carl Blomqvist; Bram Boeckx; Stig E Bojesen; Bernardo Bonanni; Anne-Lise Børresen-Dale; Hiltrud Brauch; Hermann Brenner; Adam Brentnall; Louise Brinton; Per Broberg; Ian W Brock; Sara Y Brucker; Barbara Burwinkel; Carlos Caldas; Trinidad Caldés; Daniele Campa; Federico Canzian; Angel Carracedo; Brian D Carter; Jose E Castelao; Jenny Chang-Claude; Stephen J Chanock; Georgia Chenevix-Trench; Ting-Yuan David Cheng; Suet-Feung Chin; Christine L Clarke; Emilie Cordina-Duverger; Fergus J Couch; David G Cox; Angela Cox; Simon S Cross; Kamila Czene; Mary B Daly; Peter Devilee; Janet A Dunn; Alison M Dunning; Lorraine Durcan; Miriam Dwek; Helena M Earl; Arif B Ekici; A Heather Eliassen; Carolina Ellberg; Christoph Engel; Mikael Eriksson; D Gareth Evans; Jonine Figueroa; Dieter Flesch-Janys; Henrik Flyger; Marike Gabrielson; Manuela Gago-Dominguez; Eva Galle; Susan M Gapstur; Montserrat García-Closas; José A García-Sáenz; Mia M Gaudet; Angela George; Vassilios Georgoulias; Graham G Giles; Gord Glendon; David E Goldgar; Anna González-Neira; Grethe I Grenaker Alnæs; Mervi Grip; Pascal Guénel; Lothar Haeberle; Eric Hahnen; Christopher A Haiman; Niclas Håkansson; Per Hall; Ute Hamann; Susan Hankinson; Elaine F Harkness; Patricia A Harrington; Steven N Hart; Jaana M Hartikainen; Alexander Hein; Peter Hillemanns; Louise Hiller; Bernd Holleczek; Antoinette Hollestelle; Maartje J Hooning; Robert N Hoover; John L Hopper; Anthony Howell; Guanmengqian Huang; Keith Humphreys; David J Hunter; Wolfgang Janni; Esther M John; Michael E Jones; Arja Jukkola-Vuorinen; Audrey Jung; Rudolf Kaaks; Maria Kabisch; Katarzyna Kaczmarek; Michael J Kerin; Sofia Khan; Elza Khusnutdinova; Johanna I Kiiski; Cari M Kitahara; Julia A Knight; Yon-Dschun Ko; Linetta B Koppert; Veli-Matti Kosma; Peter Kraft; Vessela N Kristensen; Ute Krüger; Tabea Kühl; Diether Lambrechts; Loic Le Marchand; Eunjung Lee; Flavio Lejbkowicz; Lian Li; Annika Lindblom; Sara Lindström; Martha Linet; Jolanta Lissowska; Wing-Yee Lo; Sibylle Loibl; Jan Lubiński; Michael P Lux; Robert J MacInnis; Melanie Maierthaler; Tom Maishman; Enes Makalic; Arto Mannermaa; Mehdi Manoochehri; Siranoush Manoukian; Sara Margolin; Maria Elena Martinez; Dimitrios Mavroudis; Catriona McLean; Alfons Meindl; Pooja Middha; Nicola Miller; Roger L Milne; Fernando Moreno; Anna Marie Mulligan; Claire Mulot; Rami Nassir; Susan L Neuhausen; William T Newman; Sune F Nielsen; Børge G Nordestgaard; Aaron Norman; Håkan Olsson; Nick Orr; V Shane Pankratz; Tjoung-Won Park-Simon; Jose I A Perez; Clara Pérez-Barrios; Paolo Peterlongo; Christos Petridis; Mila Pinchev; Karoliona Prajzendanc; Ross Prentice; Nadege Presneau; Darya Prokofieva; Katri Pylkäs; Brigitte Rack; Paolo Radice; Dhanya Ramachandran; Gadi Rennert; Hedy S Rennert; Valerie Rhenius; Atocha Romero; Rebecca Roylance; Emmanouil Saloustros; Elinor J Sawyer; Daniel F Schmidt; Rita K Schmutzler; Andreas Schneeweiss; Minouk J Schoemaker; Fredrick Schumacher; Lukas Schwentner; Rodney J Scott; Christopher Scott; Caroline Seynaeve; Mitul Shah; Jacques Simard; Ann Smeets; Christof Sohn; Melissa C Southey; Anthony J Swerdlow; Aline Talhouk; Rulla M Tamimi; William J Tapper; Manuel R Teixeira; Maria Tengström; Mary Beth Terry; Kathrin Thöne; Rob A E M Tollenaar; Ian Tomlinson; Diana Torres; Thérèse Truong; Constance Turman; Clare Turnbull; Hans-Ulrich Ulmer; Michael Untch; Celine Vachon; Christi J van Asperen; Ans M W van den Ouweland; Elke M van Veen; Camilla Wendt; Alice S Whittemore; Walter Willett; Robert Winqvist; Alicja Wolk; Xiaohong R Yang; Yan Zhang; Douglas F Easton; Peter A Fasching; Heli Nevanlinna; Diana M Eccles; Paul D P Pharoah; Marjanka K Schmidt
Journal:  Br J Cancer       Date:  2019-02-21       Impact factor: 7.640

8.  Identification of ten variants associated with risk of estrogen-receptor-negative breast cancer.

Authors:  Roger L Milne; Karoline B Kuchenbaecker; Kyriaki Michailidou; Jonathan Beesley; Siddhartha Kar; Sara Lindström; Shirley Hui; Audrey Lemaçon; Penny Soucy; Joe Dennis; Xia Jiang; Asha Rostamianfar; Hilary Finucane; Manjeet K Bolla; Lesley McGuffog; Qin Wang; Cora M Aalfs; Marcia Adams; Julian Adlard; Simona Agata; Shahana Ahmed; Habibul Ahsan; Kristiina Aittomäki; Fares Al-Ejeh; Jamie Allen; Christine B Ambrosone; Christopher I Amos; Irene L Andrulis; Hoda Anton-Culver; Natalia N Antonenkova; Volker Arndt; Norbert Arnold; Kristan J Aronson; Bernd Auber; Paul L Auer; Margreet G E M Ausems; Jacopo Azzollini; François Bacot; Judith Balmaña; Monica Barile; Laure Barjhoux; Rosa B Barkardottir; Myrto Barrdahl; Daniel Barnes; Daniel Barrowdale; Caroline Baynes; Matthias W Beckmann; Javier Benitez; Marina Bermisheva; Leslie Bernstein; Yves-Jean Bignon; Kathleen R Blazer; Marinus J Blok; Carl Blomqvist; William Blot; Kristie Bobolis; Bram Boeckx; Natalia V Bogdanova; Anders Bojesen; Stig E Bojesen; Bernardo Bonanni; Anne-Lise Børresen-Dale; Aniko Bozsik; Angela R Bradbury; Judith S Brand; Hiltrud Brauch; Hermann Brenner; Brigitte Bressac-de Paillerets; Carole Brewer; Louise Brinton; Per Broberg; Angela Brooks-Wilson; Joan Brunet; Thomas Brüning; Barbara Burwinkel; Saundra S Buys; Jinyoung Byun; Qiuyin Cai; Trinidad Caldés; Maria A Caligo; Ian Campbell; Federico Canzian; Olivier Caron; Angel Carracedo; Brian D Carter; J Esteban Castelao; Laurent Castera; Virginie Caux-Moncoutier; Salina B Chan; Jenny Chang-Claude; Stephen J Chanock; Xiaoqing Chen; Ting-Yuan David Cheng; Jocelyne Chiquette; Hans Christiansen; Kathleen B M Claes; Christine L Clarke; Thomas Conner; Don M Conroy; Jackie Cook; Emilie Cordina-Duverger; Sten Cornelissen; Isabelle Coupier; Angela Cox; David G Cox; Simon S Cross; Katarina Cuk; Julie M Cunningham; Kamila Czene; Mary B Daly; Francesca Damiola; Hatef Darabi; Rosemarie Davidson; Kim De Leeneer; Peter Devilee; Ed Dicks; Orland Diez; Yuan Chun Ding; Nina Ditsch; Kimberly F Doheny; Susan M Domchek; Cecilia M Dorfling; Thilo Dörk; Isabel Dos-Santos-Silva; Stéphane Dubois; Pierre-Antoine Dugué; Martine Dumont; Alison M Dunning; Lorraine Durcan; Miriam Dwek; Bernd Dworniczak; Diana Eccles; Ros Eeles; Hans Ehrencrona; Ursula Eilber; Bent Ejlertsen; Arif B Ekici; A Heather Eliassen; Christoph Engel; Mikael Eriksson; Laura Fachal; Laurence Faivre; Peter A Fasching; Ulrike Faust; Jonine Figueroa; Dieter Flesch-Janys; Olivia Fletcher; Henrik Flyger; William D Foulkes; Eitan Friedman; Lin Fritschi; Debra Frost; Marike Gabrielson; Pragna Gaddam; Marilie D Gammon; Patricia A Ganz; Susan M Gapstur; Judy Garber; Vanesa Garcia-Barberan; José A García-Sáenz; Mia M Gaudet; Marion Gauthier-Villars; Andrea Gehrig; Vassilios Georgoulias; Anne-Marie Gerdes; Graham G Giles; Gord Glendon; Andrew K Godwin; Mark S Goldberg; David E Goldgar; Anna González-Neira; Paul Goodfellow; Mark H Greene; Grethe I Grenaker Alnæs; Mervi Grip; Jacek Gronwald; Anne Grundy; Daphne Gschwantler-Kaulich; Pascal Guénel; Qi Guo; Lothar Haeberle; Eric Hahnen; Christopher A Haiman; Niclas Håkansson; Emily Hallberg; Ute Hamann; Nathalie Hamel; Susan Hankinson; Thomas V O Hansen; Patricia Harrington; Steven N Hart; Jaana M Hartikainen; Catherine S Healey; Alexander Hein; Sonja Helbig; Alex Henderson; Jane Heyworth; Belynda Hicks; Peter Hillemanns; Shirley Hodgson; Frans B Hogervorst; Antoinette Hollestelle; Maartje J Hooning; Bob Hoover; John L Hopper; Chunling Hu; Guanmengqian Huang; Peter J Hulick; Keith Humphreys; David J Hunter; Evgeny N Imyanitov; Claudine Isaacs; Motoki Iwasaki; Louise Izatt; Anna Jakubowska; Paul James; Ramunas Janavicius; Wolfgang Janni; Uffe Birk Jensen; Esther M John; Nichola Johnson; Kristine Jones; Michael Jones; Arja Jukkola-Vuorinen; Rudolf Kaaks; Maria Kabisch; Katarzyna Kaczmarek; Daehee Kang; Karin Kast; Renske Keeman; Michael J Kerin; Carolien M Kets; Machteld Keupers; Sofia Khan; Elza Khusnutdinova; Johanna I Kiiski; Sung-Won Kim; Julia A Knight; Irene Konstantopoulou; Veli-Matti Kosma; Vessela N Kristensen; Torben A Kruse; Ava Kwong; Anne-Vibeke Lænkholm; Yael Laitman; Fiona Lalloo; Diether Lambrechts; Keren Landsman; Christine Lasset; Conxi Lazaro; Loic Le Marchand; Julie Lecarpentier; Andrew Lee; Eunjung Lee; Jong Won Lee; Min Hyuk Lee; Flavio Lejbkowicz; Fabienne Lesueur; Jingmei Li; Jenna Lilyquist; Anne Lincoln; Annika Lindblom; Jolanta Lissowska; Wing-Yee Lo; Sibylle Loibl; Jirong Long; Jennifer T Loud; Jan Lubinski; Craig Luccarini; Michael Lush; Robert J MacInnis; Tom Maishman; Enes Makalic; Ivana Maleva Kostovska; Kathleen E Malone; Siranoush Manoukian; JoAnn E Manson; Sara Margolin; John W M Martens; Maria Elena Martinez; Keitaro Matsuo; Dimitrios Mavroudis; Sylvie Mazoyer; Catriona McLean; Hanne Meijers-Heijboer; Primitiva Menéndez; Jeffery Meyer; Hui Miao; Austin Miller; Nicola Miller; Gillian Mitchell; Marco Montagna; Kenneth Muir; Anna Marie Mulligan; Claire Mulot; Sue Nadesan; Katherine L Nathanson; Susan L Neuhausen; Heli Nevanlinna; Ines Nevelsteen; Dieter Niederacher; Sune F Nielsen; Børge G Nordestgaard; Aaron Norman; Robert L Nussbaum; Edith Olah; Olufunmilayo I Olopade; Janet E Olson; Curtis Olswold; Kai-Ren Ong; Jan C Oosterwijk; Nick Orr; Ana Osorio; V Shane Pankratz; Laura Papi; Tjoung-Won Park-Simon; Ylva Paulsson-Karlsson; Rachel Lloyd; Inge Søkilde Pedersen; Bernard Peissel; Ana Peixoto; Jose I A Perez; Paolo Peterlongo; Julian Peto; Georg Pfeiler; Catherine M Phelan; Mila Pinchev; Dijana Plaseska-Karanfilska; Bruce Poppe; Mary E Porteous; Ross Prentice; Nadege Presneau; Darya Prokofieva; Elizabeth Pugh; Miquel Angel Pujana; Katri Pylkäs; Brigitte Rack; Paolo Radice; Nazneen Rahman; Johanna Rantala; Christine Rappaport-Fuerhauser; Gad Rennert; Hedy S Rennert; Valerie Rhenius; Kerstin Rhiem; Andrea Richardson; Gustavo C Rodriguez; Atocha Romero; Jane Romm; Matti A Rookus; Anja Rudolph; Thomas Ruediger; Emmanouil Saloustros; Joyce Sanders; Dale P Sandler; Suleeporn Sangrajrang; Elinor J Sawyer; Daniel F Schmidt; Minouk J Schoemaker; Fredrick Schumacher; Peter Schürmann; Lukas Schwentner; Christopher Scott; Rodney J Scott; Sheila Seal; Leigha Senter; Caroline Seynaeve; Mitul Shah; Priyanka Sharma; Chen-Yang Shen; Xin Sheng; Hermela Shimelis; Martha J Shrubsole; Xiao-Ou Shu; Lucy E Side; Christian F Singer; Christof Sohn; Melissa C Southey; John J Spinelli; Amanda B Spurdle; Christa Stegmaier; Dominique Stoppa-Lyonnet; Grzegorz Sukiennicki; Harald Surowy; Christian Sutter; Anthony Swerdlow; Csilla I Szabo; Rulla M Tamimi; Yen Y Tan; Jack A Taylor; Maria-Isabel Tejada; Maria Tengström; Soo H Teo; Mary B Terry; Daniel C Tessier; Alex Teulé; Kathrin Thöne; Darcy L Thull; Maria Grazia Tibiletti; Laima Tihomirova; Marc Tischkowitz; Amanda E Toland; Rob A E M Tollenaar; Ian Tomlinson; Ling Tong; Diana Torres; Martine Tranchant; Thérèse Truong; Kathy Tucker; Nadine Tung; Jonathan Tyrer; Hans-Ulrich Ulmer; Celine Vachon; Christi J van Asperen; David Van Den Berg; Ans M W van den Ouweland; Elizabeth J van Rensburg; Liliana Varesco; Raymonda Varon-Mateeva; Ana Vega; Alessandra Viel; Joseph Vijai; Daniel Vincent; Jason Vollenweider; Lisa Walker; Zhaoming Wang; Shan Wang-Gohrke; Barbara Wappenschmidt; Clarice R Weinberg; Jeffrey N Weitzel; Camilla Wendt; Jelle Wesseling; Alice S Whittemore; Juul T Wijnen; Walter Willett; Robert Winqvist; Alicja Wolk; Anna H Wu; Lucy Xia; Xiaohong R Yang; Drakoulis Yannoukakos; Daniela Zaffaroni; Wei Zheng; Bin Zhu; Argyrios Ziogas; Elad Ziv; Kristin K Zorn; Manuela Gago-Dominguez; Arto Mannermaa; Håkan Olsson; Manuel R Teixeira; Jennifer Stone; Kenneth Offit; Laura Ottini; Sue K Park; Mads Thomassen; Per Hall; Alfons Meindl; Rita K Schmutzler; Arnaud Droit; Gary D Bader; Paul D P Pharoah; Fergus J Couch; Douglas F Easton; Peter Kraft; Georgia Chenevix-Trench; Montserrat García-Closas; Marjanka K Schmidt; Antonis C Antoniou; Jacques Simard
Journal:  Nat Genet       Date:  2017-10-23       Impact factor: 38.330

9.  Non-coding single nucleotide variants affecting estrogen receptor binding and activity.

Authors:  Amir Bahreini; Kevin Levine; Lucas Santana-Santos; Panayiotis V Benos; Peilu Wang; Courtney Andersen; Steffi Oesterreich; Adrian V Lee
Journal:  Genome Med       Date:  2016-12-13       Impact factor: 11.117

10.  A tutorial on conducting genome-wide association studies: Quality control and statistical analysis.

Authors:  Andries T Marees; Hilde de Kluiver; Sven Stringer; Florence Vorspan; Emmanuel Curis; Cynthia Marie-Claire; Eske M Derks
Journal:  Int J Methods Psychiatr Res       Date:  2018-02-27       Impact factor: 4.035

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