Literature DB >> 33074720

PopInf: An Approach for Reproducibly Visualizing and Assigning Population Affiliation in Genomic Samples of Uncertain Origin.

Angela M Taravella Oill1, Anagha J Deshpande1, Heini M Natri1, Melissa A Wilson1.   

Abstract

Germline genetic variation contributes to cancer etiology, but self-reported race is not always consistent with genetic ancestry, and samples may not have identifying ancestry information. In this study, we describe a flexible computational pipeline, PopInf, to visualize principal component analysis output and assign ancestry to samples with unknown genetic ancestry, given a reference population panel of known origins. PopInf is implemented as a reproducible workflow in Snakemake with a tutorial on GitHub. We provide a preprocessed reference population panel that can be quickly and efficiently implemented in cancer genetics studies. We ran PopInf on The Cancer Genome Atlas (TCGA) liver cancer data and identify discrepancies between reported race and inferred genetic ancestry. The PopInf pipeline facilitates visualization and identification of genetic ancestry across samples, so that this ancestry can be accounted for in studies of disease risk.

Entities:  

Keywords:  cancer GWAS; computational pipeline; population ancestry; principal component analysis; visualization

Mesh:

Year:  2020        PMID: 33074720      PMCID: PMC7994427          DOI: 10.1089/cmb.2019.0434

Source DB:  PubMed          Journal:  J Comput Biol        ISSN: 1066-5277            Impact factor:   1.479


  22 in total

1.  The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data.

Authors:  Aaron McKenna; Matthew Hanna; Eric Banks; Andrey Sivachenko; Kristian Cibulskis; Andrew Kernytsky; Kiran Garimella; David Altshuler; Stacey Gabriel; Mark Daly; Mark A DePristo
Journal:  Genome Res       Date:  2010-07-19       Impact factor: 9.043

2.  Colloquium paper: genome-wide patterns of population structure and admixture among Hispanic/Latino populations.

Authors:  Katarzyna Bryc; Christopher Velez; Tatiana Karafet; Andres Moreno-Estrada; Andy Reynolds; Adam Auton; Michael Hammer; Carlos D Bustamante; Harry Ostrer
Journal:  Proc Natl Acad Sci U S A       Date:  2010-05-05       Impact factor: 11.205

Review 3.  An Interactive Resource to Probe Genetic Diversity and Estimated Ancestry in Cancer Cell Lines.

Authors:  Julie Dutil; Zhihua Chen; Alvaro N Monteiro; Jamie K Teer; Steven A Eschrich
Journal:  Cancer Res       Date:  2019-03-20       Impact factor: 12.701

4.  The DNA sequence of the human X chromosome.

Authors:  Mark T Ross; Darren V Grafham; Alison J Coffey; Steven Scherer; Kirsten McLay; Donna Muzny; Matthias Platzer; Gareth R Howell; Christine Burrows; Christine P Bird; Adam Frankish; Frances L Lovell; Kevin L Howe; Jennifer L Ashurst; Robert S Fulton; Ralf Sudbrak; Gaiping Wen; Matthew C Jones; Matthew E Hurles; T Daniel Andrews; Carol E Scott; Stephen Searle; Juliane Ramser; Adam Whittaker; Rebecca Deadman; Nigel P Carter; Sarah E Hunt; Rui Chen; Andrew Cree; Preethi Gunaratne; Paul Havlak; Anne Hodgson; Michael L Metzker; Stephen Richards; Graham Scott; David Steffen; Erica Sodergren; David A Wheeler; Kim C Worley; Rachael Ainscough; Kerrie D Ambrose; M Ali Ansari-Lari; Swaroop Aradhya; Robert I S Ashwell; Anne K Babbage; Claire L Bagguley; Andrea Ballabio; Ruby Banerjee; Gary E Barker; Karen F Barlow; Ian P Barrett; Karen N Bates; David M Beare; Helen Beasley; Oliver Beasley; Alfred Beck; Graeme Bethel; Karin Blechschmidt; Nicola Brady; Sarah Bray-Allen; Anne M Bridgeman; Andrew J Brown; Mary J Brown; David Bonnin; Elspeth A Bruford; Christian Buhay; Paula Burch; Deborah Burford; Joanne Burgess; Wayne Burrill; John Burton; Jackie M Bye; Carol Carder; Laura Carrel; Joseph Chako; Joanne C Chapman; Dean Chavez; Ellson Chen; Guan Chen; Yuan Chen; Zhijian Chen; Craig Chinault; Alfredo Ciccodicola; Sue Y Clark; Graham Clarke; Chris M Clee; Sheila Clegg; Kerstin Clerc-Blankenburg; Karen Clifford; Vicky Cobley; Charlotte G Cole; Jen S Conquer; Nicole Corby; Richard E Connor; Robert David; Joy Davies; Clay Davis; John Davis; Oliver Delgado; Denise Deshazo; Pawandeep Dhami; Yan Ding; Huyen Dinh; Steve Dodsworth; Heather Draper; Shannon Dugan-Rocha; Andrew Dunham; Matthew Dunn; K James Durbin; Ireena Dutta; Tamsin Eades; Matthew Ellwood; Alexandra Emery-Cohen; Helen Errington; Kathryn L Evans; Louisa Faulkner; Fiona Francis; John Frankland; Audrey E Fraser; Petra Galgoczy; James Gilbert; Rachel Gill; Gernot Glöckner; Simon G Gregory; Susan Gribble; Coline Griffiths; Russell Grocock; Yanghong Gu; Rhian Gwilliam; Cerissa Hamilton; Elizabeth A Hart; Alicia Hawes; Paul D Heath; Katja Heitmann; Steffen Hennig; Judith Hernandez; Bernd Hinzmann; Sarah Ho; Michael Hoffs; Phillip J Howden; Elizabeth J Huckle; Jennifer Hume; Paul J Hunt; Adrienne R Hunt; Judith Isherwood; Leni Jacob; David Johnson; Sally Jones; Pieter J de Jong; Shirin S Joseph; Stephen Keenan; Susan Kelly; Joanne K Kershaw; Ziad Khan; Petra Kioschis; Sven Klages; Andrew J Knights; Anna Kosiura; Christie Kovar-Smith; Gavin K Laird; Cordelia Langford; Stephanie Lawlor; Margaret Leversha; Lora Lewis; Wen Liu; Christine Lloyd; David M Lloyd; Hermela Loulseged; Jane E Loveland; Jamieson D Lovell; Ryan Lozado; Jing Lu; Rachael Lyne; Jie Ma; Manjula Maheshwari; Lucy H Matthews; Jennifer McDowall; Stuart McLaren; Amanda McMurray; Patrick Meidl; Thomas Meitinger; Sarah Milne; George Miner; Shailesh L Mistry; Margaret Morgan; Sidney Morris; Ines Müller; James C Mullikin; Ngoc Nguyen; Gabriele Nordsiek; Gerald Nyakatura; Christopher N O'Dell; Geoffery Okwuonu; Sophie Palmer; Richard Pandian; David Parker; Julia Parrish; Shiran Pasternak; Dina Patel; Alex V Pearce; Danita M Pearson; Sarah E Pelan; Lesette Perez; Keith M Porter; Yvonne Ramsey; Kathrin Reichwald; Susan Rhodes; Kerry A Ridler; David Schlessinger; Mary G Schueler; Harminder K Sehra; Charles Shaw-Smith; Hua Shen; Elizabeth M Sheridan; Ratna Shownkeen; Carl D Skuce; Michelle L Smith; Elizabeth C Sotheran; Helen E Steingruber; Charles A Steward; Roy Storey; R Mark Swann; David Swarbreck; Paul E Tabor; Stefan Taudien; Tineace Taylor; Brian Teague; Karen Thomas; Andrea Thorpe; Kirsten Timms; Alan Tracey; Steve Trevanion; Anthony C Tromans; Michele d'Urso; Daniel Verduzco; Donna Villasana; Lenee Waldron; Melanie Wall; Qiaoyan Wang; James Warren; Georgina L Warry; Xuehong Wei; Anthony West; Siobhan L Whitehead; Mathew N Whiteley; Jane E Wilkinson; David L Willey; Gabrielle Williams; Leanne Williams; Angela Williamson; Helen Williamson; Laurens Wilming; Rebecca L Woodmansey; Paul W Wray; Jennifer Yen; Jingkun Zhang; Jianling Zhou; Huda Zoghbi; Sara Zorilla; David Buck; Richard Reinhardt; Annemarie Poustka; André Rosenthal; Hans Lehrach; Alfons Meindl; Patrick J Minx; Ladeana W Hillier; Huntington F Willard; Richard K Wilson; Robert H Waterston; Catherine M Rice; Mark Vaudin; Alan Coulson; David L Nelson; George Weinstock; John E Sulston; Richard Durbin; Tim Hubbard; Richard A Gibbs; Stephan Beck; Jane Rogers; David R Bentley
Journal:  Nature       Date:  2005-03-17       Impact factor: 49.962

5.  The Genotype-Tissue Expression (GTEx) project.

Authors: 
Journal:  Nat Genet       Date:  2013-06       Impact factor: 38.330

6.  Toward a Shared Vision for Cancer Genomic Data.

Authors:  Robert L Grossman; Allison P Heath; Vincent Ferretti; Harold E Varmus; Douglas R Lowy; Warren A Kibbe; Louis M Staudt
Journal:  N Engl J Med       Date:  2016-09-22       Impact factor: 91.245

7.  Integrated Analysis of Genetic Ancestry and Genomic Alterations across Cancers.

Authors:  Jiao Yuan; Zhongyi Hu; Brandon A Mahal; Sihai D Zhao; Kevin H Kensler; Jingjiang Pi; Xiaowen Hu; Youyou Zhang; Yueying Wang; Junjie Jiang; Chunsheng Li; Xiaomin Zhong; Kathleen T Montone; Guoqiang Guan; Janos L Tanyi; Yi Fan; Xiaowei Xu; Mark A Morgan; Meixiao Long; Yuzhen Zhang; Rugang Zhang; Anil K Sood; Timothy R Rebbeck; Chi V Dang; Lin Zhang
Journal:  Cancer Cell       Date:  2018-10-08       Impact factor: 31.743

8.  The variant call format and VCFtools.

Authors:  Petr Danecek; Adam Auton; Goncalo Abecasis; Cornelis A Albers; Eric Banks; Mark A DePristo; Robert E Handsaker; Gerton Lunter; Gabor T Marth; Stephen T Sherry; Gilean McVean; Richard Durbin
Journal:  Bioinformatics       Date:  2011-06-07       Impact factor: 6.937

9.  Population structure and eigenanalysis.

Authors:  Nick Patterson; Alkes L Price; David Reich
Journal:  PLoS Genet       Date:  2006-12       Impact factor: 5.917

10.  Who's Who? Detecting and Resolving Sample Anomalies in Human DNA Sequencing Studies with Peddy.

Authors:  Brent S Pedersen; Aaron R Quinlan
Journal:  Am J Hum Genet       Date:  2017-02-09       Impact factor: 11.025

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