Literature DB >> 32773169

Alternative Applications of Genotyping Array Data Using Multivariant Methods.

David C Samuels1, Jennifer E Below2, Scott Ness3, Hui Yu3, Shuguang Leng3, Yan Guo4.   

Abstract

One of the forerunners that pioneered the revolution of high-throughput genomic technologies is the genotyping microarray technology, which can genotype millions of single-nucleotide variants simultaneously. Owing to apparent benefits, such as high speed, low cost, and high throughput, the genotyping array has gained lasting applications in genome-wide association studies (GWAS) and thus accumulated an enormous amount of data. Empowered by continuous manufactural upgrades and analytical innovation, unconventional applications of genotyping array data have emerged to address more diverse genetic problems, holding promise of boosting genetic research into human diseases through the re-mining of the rich accumulated data. Here, we review several unconventional genotyping array analysis techniques that have been built on the idea of large-scale multivariant analysis and provide empirical application examples. These unconventional outcomes of genotyping arrays include polygenic score, runs of homozygosity (ROH)/heterozygosity ratio, distant pedigree computation, and mitochondrial DNA (mtDNA) copy number inference.
Copyright © 2020 Elsevier Ltd. All rights reserved.

Entities:  

Mesh:

Year:  2020        PMID: 32773169      PMCID: PMC7572808          DOI: 10.1016/j.tig.2020.07.006

Source DB:  PubMed          Journal:  Trends Genet        ISSN: 0168-9525            Impact factor:   11.639


  77 in total

1.  PRIMUS: improving pedigree reconstruction using mitochondrial and Y haplotypes.

Authors:  Jeffrey Staples; Lynette Ekunwe; Ethan Lange; James G Wilson; Deborah A Nickerson; Jennifer E Below
Journal:  Bioinformatics       Date:  2015-10-29       Impact factor: 6.937

2.  PLINK: a tool set for whole-genome association and population-based linkage analyses.

Authors:  Shaun Purcell; Benjamin Neale; Kathe Todd-Brown; Lori Thomas; Manuel A R Ferreira; David Bender; Julian Maller; Pamela Sklar; Paul I W de Bakker; Mark J Daly; Pak C Sham
Journal:  Am J Hum Genet       Date:  2007-07-25       Impact factor: 11.025

Review 3.  The TDT and other family-based tests for linkage disequilibrium and association.

Authors:  R S Spielman; W J Ewens
Journal:  Am J Hum Genet       Date:  1996-11       Impact factor: 11.025

4.  No evidence that runs of homozygosity are associated with schizophrenia in an Irish genome-wide association dataset.

Authors:  Elizabeth A Heron; Paul Cormican; Gary Donohoe; Francis A O'Neill; Kenneth S Kendler; Brien P Riley; Michael Gill; Aiden P Corvin; Derek W Morris
Journal:  Schizophr Res       Date:  2014-02-20       Impact factor: 4.939

Review 5.  Identity by descent between distant relatives: detection and applications.

Authors:  Sharon R Browning; Brian L Browning
Journal:  Annu Rev Genet       Date:  2012-09-17       Impact factor: 16.830

6.  PADRE: Pedigree-Aware Distant-Relationship Estimation.

Authors:  Jeffrey Staples; David J Witherspoon; Lynn B Jorde; Deborah A Nickerson; Jennifer E Below; Chad D Huff
Journal:  Am J Hum Genet       Date:  2016-06-30       Impact factor: 11.025

7.  PCR based determination of mitochondrial DNA copy number in multiple species.

Authors:  John P Rooney; Ian T Ryde; Laurie H Sanders; Evan H Howlett; Meryl D Colton; Kaylyn E Germ; Greg D Mayer; J Timothy Greenamyre; Joel N Meyer
Journal:  Methods Mol Biol       Date:  2015

Review 8.  Evolving mtDNA populations within cells.

Authors:  Iain G Johnston; Joerg P Burgstaller
Journal:  Biochem Soc Trans       Date:  2019-10-31       Impact factor: 5.407

9.  Genetic identification of a common collagen disease in puerto ricans via identity-by-descent mapping in a health system.

Authors:  Gillian Morven Belbin; Jacqueline Odgis; Elena P Sorokin; Muh-Ching Yee; Sumita Kohli; Benjamin S Glicksberg; Christopher R Gignoux; Genevieve L Wojcik; Tielman Van Vleck; Janina M Jeff; Michael Linderman; Claudia Schurmann; Douglas Ruderfer; Xiaoqiang Cai; Amanda Merkelson; Anne E Justice; Kristin L Young; Misa Graff; Kari E North; Ulrike Peters; Regina James; Lucia Hindorff; Ruth Kornreich; Lisa Edelmann; Omri Gottesman; Eli Ea Stahl; Judy H Cho; Ruth Jf Loos; Erwin P Bottinger; Girish N Nadkarni; Noura S Abul-Husn; Eimear E Kenny
Journal:  Elife       Date:  2017-09-12       Impact factor: 8.140

10.  Power and predictive accuracy of polygenic risk scores.

Authors:  Frank Dudbridge
Journal:  PLoS Genet       Date:  2013-03-21       Impact factor: 5.917

View more
  2 in total

1.  GTQC: Automated Genotyping Array Quality Control and Report.

Authors:  Shilin Zhao; Limin Jiang; Hui Yu; Yan Guo
Journal:  J Genomics       Date:  2022-02-14

2.  Fully exploiting SNP arrays: a systematic review on the tools to extract underlying genomic structure.

Authors:  Laura Balagué-Dobón; Alejandro Cáceres; Juan R González
Journal:  Brief Bioinform       Date:  2022-03-10       Impact factor: 11.622

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.