دورية أكاديمية

Quality control, imputation and analysis of genome-wide genotyping data from the Illumina HumanCoreExome microarray.

التفاصيل البيبلوغرافية
العنوان: Quality control, imputation and analysis of genome-wide genotyping data from the Illumina HumanCoreExome microarray.
المؤلفون: Coleman, Jonathan R. I.1 jonathan.coleman@kcl.ac.uk, Euesden, Jack2, Patel, Hamel3, Folarin, Amos A.4, Newhouse, Stephen5, Breen, Gerome6
المصدر: Briefings in Functional Genomics. Jul2016, Vol. 15 Issue 4, p298-304. 7p.
مصطلحات موضوعية: *GENOMICS, *QUALITY control, *MICROARRAY technology, *PREPARATION of data in electronic data processing, *META-analysis
مستخلص: The decreasing cost of performing genome-wide association studies has made genomics widely accessible. However, there is a paucity of guidance for best practice in conducting such analyses. For the results of a study to be valid and replicable, multiple biases must be addressed in the course of data preparation and analysis. In addition, standardizing methods across small, independent studies would increase comparability and the potential for effective meta-analysis. This article provides a discussion of important aspects of quality control, imputation and analysis of genome-wide data from a lowcoverage microarray, as well as a straight-forward guide to performing a genome-wide association study. A detailed protocol is provided online, with example scripts available at https://github.com/JoniColeman/gwas_scriptsTest. [ABSTRACT FROM AUTHOR]
قاعدة البيانات: Academic Search Index
الوصف
تدمد:20412649
DOI:10.1093/bfgp/elv037