Literature DB >> 23424142

Enabling high-throughput genotype-phenotype associations in the Epidemiologic Architecture for Genes Linked to Environment (EAGLE) project as part of the Population Architecture using Genomics and Epidemiology (PAGE) study.

William S Bush1, Jonathan Boston, Sarah A Pendergrass, Logan Dumitrescu, Robert Goodloe, Kristin Brown-Gentry, Sarah Wilson, Bob McClellan, Eric Torstenson, Melissa A Basford, Kylee L Spencer, Marylyn D Ritchie, Dana C Crawford.   

Abstract

Genetic association studies have rapidly become a major tool for identifying the genetic basis of common human diseases. The advent of cost-effective genotyping coupled with large collections of samples linked to clinical outcomes and quantitative traits now make it possible to systematically characterize genotype-phenotype relationships in diverse populations and extensive datasets. To capitalize on these advancements, the Epidemiologic Architecture for Genes Linked to Environment (EAGLE) project, as part of the collaborative Population Architecture using Genomics and Epidemiology (PAGE) study, accesses two collections: the National Health and Nutrition Examination Surveys (NHANES) and BioVU, Vanderbilt University's biorepository linked to de-identified electronic medical records. We describe herein the workflows for accessing and using the epidemiologic (NHANES) and clinical (BioVU) collections, where each workflow has been customized to reflect the content and data access limitations of each respective source. We also describe the process by which these data are generated, standardized, and shared for meta-analysis among the PAGE study sites. As a specific example of the use of BioVU, we describe the data mining efforts to define cases and controls for genetic association studies of common cancers in PAGE. Collectively, the efforts described here are a generalized outline for many of the successful approaches that can be used in the era of high-throughput genotype-phenotype associations for moving biomedical discovery forward to new frontiers of data generation and analysis.

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Year:  2013        PMID: 23424142      PMCID: PMC3579641     

Source DB:  PubMed          Journal:  Pac Symp Biocomput        ISSN: 2335-6928


  23 in total

1.  The NCBI dbGaP database of genotypes and phenotypes.

Authors:  Matthew D Mailman; Michael Feolo; Yumi Jin; Masato Kimura; Kimberly Tryka; Rinat Bagoutdinov; Luning Hao; Anne Kiang; Justin Paschall; Lon Phan; Natalia Popova; Stephanie Pretel; Lora Ziyabari; Moira Lee; Yu Shao; Zhen Y Wang; Karl Sirotkin; Minghong Ward; Michael Kholodov; Kerry Zbicz; Jeffrey Beck; Michael Kimelman; Sergey Shevelev; Don Preuss; Eugene Yaschenko; Alan Graeff; James Ostell; Stephen T Sherry
Journal:  Nat Genet       Date:  2007-10       Impact factor: 38.330

2.  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

3.  A study of transportability of an existing smoking status detection module across institutions.

Authors:  Mei Liu; Anushi Shah; Min Jiang; Neeraja B Peterson; Qi Dai; Melinda C Aldrich; Qingxia Chen; Erica A Bowton; Hongfang Liu; Joshua C Denny; Hua Xu
Journal:  AMIA Annu Symp Proc       Date:  2012-11-03

4.  Principles of human subjects protections applied in an opt-out, de-identified biobank.

Authors:  Jill Pulley; Ellen Clayton; Gordon R Bernard; Dan M Roden; Daniel R Masys
Journal:  Clin Transl Sci       Date:  2010-02       Impact factor: 4.689

5.  PheWAS: demonstrating the feasibility of a phenome-wide scan to discover gene-disease associations.

Authors:  Joshua C Denny; Marylyn D Ritchie; Melissa A Basford; Jill M Pulley; Lisa Bastarache; Kristin Brown-Gentry; Deede Wang; Dan R Masys; Dan M Roden; Dana C Crawford
Journal:  Bioinformatics       Date:  2010-03-24       Impact factor: 6.937

6.  Visually integrating and exploring high throughput Phenome-Wide Association Study (PheWAS) results using PheWAS-View.

Authors:  Sarah A Pendergrass; Scott M Dudek; Dana C Crawford; Marylyn D Ritchie
Journal:  BioData Min       Date:  2012-06-08       Impact factor: 2.522

7.  Characterizing genetic risk at known prostate cancer susceptibility loci in African Americans.

Authors:  Christopher A Haiman; Gary K Chen; William J Blot; Sara S Strom; Sonja I Berndt; Rick A Kittles; Benjamin A Rybicki; William B Isaacs; Sue A Ingles; Janet L Stanford; W Ryan Diver; John S Witte; Stephen J Chanock; Suzanne Kolb; Lisa B Signorello; Yuko Yamamura; Christine Neslund-Dudas; Michael J Thun; Adam Murphy; Graham Casey; Xin Sheng; Peggy Wan; Loreall C Pooler; Kristine R Monroe; Kevin M Waters; Loic Le Marchand; Laurence N Kolonel; Daniel O Stram; Brian E Henderson
Journal:  PLoS Genet       Date:  2011-05-26       Impact factor: 5.917

8.  Synthesis-View: visualization and interpretation of SNP association results for multi-cohort, multi-phenotype data and meta-analysis.

Authors:  Sarah A Pendergrass; Scott M Dudek; Dana C Crawford; Marylyn D Ritchie
Journal:  BioData Min       Date:  2010-12-16       Impact factor: 2.522

9.  The Next PAGE in understanding complex traits: design for the analysis of Population Architecture Using Genetics and Epidemiology (PAGE) Study.

Authors:  Tara C Matise; Jose Luis Ambite; Steven Buyske; Christopher S Carlson; Shelley A Cole; Dana C Crawford; Christopher A Haiman; Gerardo Heiss; Charles Kooperberg; Loic Le Marchand; Teri A Manolio; Kari E North; Ulrike Peters; Marylyn D Ritchie; Lucia A Hindorff; Jonathan L Haines
Journal:  Am J Epidemiol       Date:  2011-08-11       Impact factor: 4.897

10.  Identification, replication, and fine-mapping of Loci associated with adult height in individuals of african ancestry.

Authors:  Amidou N'Diaye; Gary K Chen; Cameron D Palmer; Bing Ge; Bamidele Tayo; Rasika A Mathias; Jingzhong Ding; Michael A Nalls; Adebowale Adeyemo; Véronique Adoue; Christine B Ambrosone; Larry Atwood; Elisa V Bandera; Lewis C Becker; Sonja I Berndt; Leslie Bernstein; William J Blot; Eric Boerwinkle; Angela Britton; Graham Casey; Stephen J Chanock; Ellen Demerath; Sandra L Deming; W Ryan Diver; Caroline Fox; Tamara B Harris; Dena G Hernandez; Jennifer J Hu; Sue A Ingles; Esther M John; Craig Johnson; Brendan Keating; Rick A Kittles; Laurence N Kolonel; Stephen B Kritchevsky; Loic Le Marchand; Kurt Lohman; Jiankang Liu; Robert C Millikan; Adam Murphy; Solomon Musani; Christine Neslund-Dudas; Kari E North; Sarah Nyante; Adesola Ogunniyi; Elaine A Ostrander; George Papanicolaou; Sanjay Patel; Curtis A Pettaway; Michael F Press; Susan Redline; Jorge L Rodriguez-Gil; Charles Rotimi; Benjamin A Rybicki; Babatunde Salako; Pamela J Schreiner; Lisa B Signorello; Andrew B Singleton; Janet L Stanford; Alex H Stram; Daniel O Stram; Sara S Strom; Bhoom Suktitipat; Michael J Thun; John S Witte; Lisa R Yanek; Regina G Ziegler; Wei Zheng; Xiaofeng Zhu; Joseph M Zmuda; Alan B Zonderman; Michele K Evans; Yongmei Liu; Diane M Becker; Richard S Cooper; Tomi Pastinen; Brian E Henderson; Joel N Hirschhorn; Guillaume Lettre; Christopher A Haiman
Journal:  PLoS Genet       Date:  2011-10-06       Impact factor: 5.917

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  12 in total

1.  Leveraging Epidemiologic and Clinical Collections for Genomic Studies of Complex Traits.

Authors:  Dana C Crawford; Robert Goodloe; Eric Farber-Eger; Jonathan Boston; Sarah A Pendergrass; Jonathan L Haines; Marylyn D Ritchie; William S Bush
Journal:  Hum Hered       Date:  2015-07-28       Impact factor: 0.444

2.  TESTING POPULATION-SPECIFIC QUANTITATIVE TRAIT ASSOCIATIONS FOR CLINICAL OUTCOME RELEVANCE IN A BIOREPOSITORY LINKED TO ELECTRONIC HEALTH RECORDS: LPA AND MYOCARDIAL INFARCTION IN AFRICAN AMERICANS.

Authors:  Logan Dumitrescu; Kirsten E Diggins; Robert Goodloe; Dana C Crawford
Journal:  Pac Symp Biocomput       Date:  2016

3.  KIDNEY DISEASE GENETICS AND THE IMPORTANCE OF DIVERSITY IN PRECISION MEDICINE.

Authors:  Jessica N Cooke Bailey; Sarah Wilson; Kristin Brown-Gentry; Robert Goodloe; Dana C Crawford
Journal:  Pac Symp Biocomput       Date:  2016

4.  Evidence of heterogeneity by race/ethnicity in genetic determinants of QT interval.

Authors:  Amanda A Seyerle; Alicia M Young; Janina M Jeff; Phillip E Melton; Neal W Jorgensen; Yi Lin; Cara L Carty; Ewa Deelman; Susan R Heckbert; Lucia A Hindorff; Rebecca D Jackson; Lisa W Martin; Peter M Okin; Marco V Perez; Bruce M Psaty; Elsayed Z Soliman; Eric A Whitsel; Kari E North; Sandra Laston; Charles Kooperberg; Christy L Avery
Journal:  Epidemiology       Date:  2014-11       Impact factor: 4.822

5.  Pleiotropic effects of genetic risk variants for other cancers on colorectal cancer risk: PAGE, GECCO and CCFR consortia.

Authors:  Iona Cheng; Jonathan M Kocarnik; Logan Dumitrescu; Noralane M Lindor; Jenny Chang-Claude; Christy L Avery; Christian P Caberto; Shelly-Ann Love; Martha L Slattery; Andrew T Chan; John A Baron; Lucia A Hindorff; Sungshim Lani Park; Fredrick R Schumacher; Michael Hoffmeister; Peter Kraft; Anne M Butler; David J Duggan; Lifang Hou; Chris S Carlson; Kristine R Monroe; Yi Lin; Cara L Carty; Sue Mann; Jing Ma; Edward L Giovannucci; Charles S Fuchs; Polly A Newcomb; Mark A Jenkins; John L Hopper; Robert W Haile; David V Conti; Peter T Campbell; John D Potter; Bette J Caan; Robert E Schoen; Richard B Hayes; Stephen J Chanock; Sonja I Berndt; Sebastien Küry; Stephane Bézieau; Jose Luis Ambite; Gowri Kumaraguruparan; Danielle M Richardson; Robert J Goodloe; Holli H Dilks; Paxton Baker; Brent W Zanke; Mathieu Lemire; Steven Gallinger; Li Hsu; Shuo Jiao; Tabitha A Harrison; Daniela Seminara; Christopher A Haiman; Charles Kooperberg; Lynne R Wilkens; Carolyn M Hutter; Emily White; Dana C Crawford; Gerardo Heiss; Thomas J Hudson; Hermann Brenner; William S Bush; Graham Casey; Loïc Le Marchand; Ulrike Peters
Journal:  Gut       Date:  2013-08-09       Impact factor: 23.059

6.  Secondary use of clinical data: the Vanderbilt approach.

Authors:  Ioana Danciu; James D Cowan; Melissa Basford; Xiaoming Wang; Alexander Saip; Susan Osgood; Jana Shirey-Rice; Jacqueline Kirby; Paul A Harris
Journal:  J Biomed Inform       Date:  2014-02-14       Impact factor: 6.317

7.  Pleiotropic and sex-specific effects of cancer GWAS SNPs on melanoma risk in the population architecture using genomics and epidemiology (PAGE) study.

Authors:  Jonathan M Kocarnik; S Lani Park; Jiali Han; Logan Dumitrescu; Iona Cheng; Lynne R Wilkens; Fredrick R Schumacher; Laurence Kolonel; Chris S Carlson; Dana C Crawford; Robert J Goodloe; Holli H Dilks; Paxton Baker; Danielle Richardson; Tara C Matise; José Luis Ambite; Fengju Song; Abrar A Qureshi; Mingfeng Zhang; David Duggan; Carolyn Hutter; Lucia Hindorff; William S Bush; Charles Kooperberg; Loic Le Marchand; Ulrike Peters
Journal:  PLoS One       Date:  2015-03-19       Impact factor: 3.240

8.  Current Scope and Challenges in Phenome-Wide Association Studies.

Authors:  Anurag Verma; Marylyn D Ritchie
Journal:  Curr Epidemiol Rep       Date:  2017-11-02

9.  Cross-cancer pleiotropic analysis of endometrial cancer: PAGE and E2C2 consortia.

Authors:  Veronica Wendy Setiawan; Fredrick Schumacher; Jennifer Prescott; Jeffrey Haessler; Jennifer Malinowski; Nicolas Wentzensen; Hannah Yang; Stephen Chanock; Louise Brinton; Patricia Hartge; Jolanta Lissowska; S Lani Park; Iona Cheng; William S Bush; Dana C Crawford; Giske Ursin; Pamela Horn-Ross; Leslie Bernstein; Lingeng Lu; Harvey Risch; Herbert Yu; Lori C Sakoda; Jennifer Doherty; Chu Chen; Rebecca Jackson; Shagufta Yasmeen; Michele Cote; Jonathan M Kocarnik; Ulrike Peters; Peter Kraft; Immaculata De Vivo; Christopher A Haiman; Charles Kooperberg; Loic Le Marchand
Journal:  Carcinogenesis       Date:  2014-05-15       Impact factor: 4.741

10.  Pleiotropy of cancer susceptibility variants on the risk of non-Hodgkin lymphoma: the PAGE consortium.

Authors:  Unhee Lim; Jonathan M Kocarnik; William S Bush; Tara C Matise; Christian Caberto; Sungshim Lani Park; Christopher S Carlson; Ewa Deelman; David Duggan; Megan Fesinmeyer; Christopher A Haiman; Brian E Henderson; Lucia A Hindorff; Laurence N Kolonel; Ulrike Peters; Daniel O Stram; Maarit Tiirikainen; Lynne R Wilkens; Chunyuan Wu; Charles Kooperberg; Loïc Le Marchand
Journal:  PLoS One       Date:  2014-03-05       Impact factor: 3.240

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