Literature DB >> 31150541

Evaluation of genotype quality parameters for SowPro90, a new genotyping array for swine1.

Hiruni R Wijesena1, Gary A Rohrer2, Dan J Nonneman2, Brittney N Keel2, Jessica L Petersen1, Stephen D Kachman3, Daniel C Ciobanu1.   

Abstract

Understanding early predictors of sow fertility has the potential to improve genomic predictions. A custom SNP array (SowPro90 produced by Affymetrix) was developed to include genetic variants overlapping quantitative trait loci for age at puberty, one of the earliest indicators of sow fertility, as well as variants related to innate and adaptive immunity. The polymorphisms included in the custom genotyping array were identified using multiple genomic approaches including deep genomic and transcriptomic sequencing and genome-wide associations. Animals from research and commercial populations (n = 2,586) were genotyped for 103,476 SNPs included in SowPro90. To assess the quality of data generated, genotype concordance was evaluated between the SowPro90 and Porcine SNP60 BeadArray using a subset of common SNP (n = 44,708) and animals (n = 277). The mean genotype concordance rate per SNP was 98.4%. Differences in distribution of data quality were observed between the platforms indicating the need for platform specific thresholds for quality parameters. The optimal thresholds for SowPro90 (≥97% SNP and ≥93% sample call rate) were obtained by analyzing the data quality distribution and genotype concordance per SNP across platforms. At ≥97% SNP call rate, there were 42,151 SNPs (94.3%) retained with a mean genotype concordance of 98.6% across platforms. Similarly, ≥94% SNPs and ≥85% sample call rates were established as thresholds for Porcine SNP60 BeadArray. At ≥94% SNPs call rate, there were 41,043 SNPs (91.8%) retained with a mean genotype concordance of 98.6% across platforms. Final evaluation of SowPro90 array content (n = 103,476) at ≥97% SNPs and ≥93% sample call rates allowed retention of 89,040 SNPs (86%) for downstream analysis. The findings and strategy for quality control could be helpful in identifying consistent, high-quality genotypes for genomic evaluations, especially when integrating genotype data from different platforms.
© The Author(s) 2019. Published by Oxford University Press on behalf of the American Society of Animal Science. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Keywords:  zzm321990 SowPro90zzm321990 ; SNP genotype; custom; pig; puberty; quality; reproductive longevity

Mesh:

Year:  2019        PMID: 31150541      PMCID: PMC6667256          DOI: 10.1093/jas/skz185

Source DB:  PubMed          Journal:  J Anim Sci        ISSN: 0021-8812            Impact factor:   3.159


  2 in total

1.  Fine mapping genetic variants associated with age at puberty and sow fertility using SowPro90 genotyping array.

Authors:  Hiruni R Wijesena; Stephen D Kachman; Clay A Lents; Jean-Jack Riethoven; Melanie D Trenhaile-Grannemann; Tim J Safranski; Matthew L Spangler; Daniel C Ciobanu
Journal:  J Anim Sci       Date:  2020-10-01       Impact factor: 3.159

2.  Integration of Infinium and Axiom SNP array data in the outcrossing species Malus × domestica and causes for seemingly incompatible calls.

Authors:  Nicholas P Howard; Michela Troggio; Charles-Eric Durel; Hélène Muranty; Caroline Denancé; Luca Bianco; John Tillman; Eric van de Weg
Journal:  BMC Genomics       Date:  2021-04-07       Impact factor: 3.969

  2 in total

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