Cargando…

A detailed characteristics of bias associated with long runs of homozygosity identification based on medium density SNP microarrays

In the present study, runs of homozygosity (ROH) detected with the use of a standard bovine 54k single nucleotide polymorphism (SNP) genotyping assay and two different ROH detection approaches, based on 50 (M1) or 15 (M2) consecutive SNPs, were compared with results of whole genome sequencing. Both...

Descripción completa

Detalles Bibliográficos
Autores principales: Szmatoła, Tomasz, Gurgul, Artur, Jasielczuk, Igor, Fu, Weiwei, Ropka-Molik, Katarzyna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7171384/
https://www.ncbi.nlm.nih.gov/pubmed/32328205
http://dx.doi.org/10.7150/jgen.39147
_version_ 1783524059555823616
author Szmatoła, Tomasz
Gurgul, Artur
Jasielczuk, Igor
Fu, Weiwei
Ropka-Molik, Katarzyna
author_facet Szmatoła, Tomasz
Gurgul, Artur
Jasielczuk, Igor
Fu, Weiwei
Ropka-Molik, Katarzyna
author_sort Szmatoła, Tomasz
collection PubMed
description In the present study, runs of homozygosity (ROH) detected with the use of a standard bovine 54k single nucleotide polymorphism (SNP) genotyping assay and two different ROH detection approaches, based on 50 (M1) or 15 (M2) consecutive SNPs, were compared with results of whole genome sequencing. Both microarray-based methods accurately recognised medium-sized ROH, however, it was found that M2 method seemed to better than M1 identify short ROH, but highly overestimated their number, leading to numerous false positive calls. Moreover, long ROH identified with microarray data tended to break into shorter segments in sequencing data because of the presence of regions with high heterozygosity within the ROH sequences. This may indicate, that these long ROH are formed by closely positioned shorter homozygous segments that may be of older origin or may be created by two similar but not identical haplotypes, showing minor internal recombination signs. Such finding also suggests that at least some of the results of previous studies in regard to long ROH may be biased leading to inaccurate estimations of genomes autozygosity via ROH classification into length categories.
format Online
Article
Text
id pubmed-7171384
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Ivyspring International Publisher
record_format MEDLINE/PubMed
spelling pubmed-71713842020-04-23 A detailed characteristics of bias associated with long runs of homozygosity identification based on medium density SNP microarrays Szmatoła, Tomasz Gurgul, Artur Jasielczuk, Igor Fu, Weiwei Ropka-Molik, Katarzyna J Genomics Research Paper In the present study, runs of homozygosity (ROH) detected with the use of a standard bovine 54k single nucleotide polymorphism (SNP) genotyping assay and two different ROH detection approaches, based on 50 (M1) or 15 (M2) consecutive SNPs, were compared with results of whole genome sequencing. Both microarray-based methods accurately recognised medium-sized ROH, however, it was found that M2 method seemed to better than M1 identify short ROH, but highly overestimated their number, leading to numerous false positive calls. Moreover, long ROH identified with microarray data tended to break into shorter segments in sequencing data because of the presence of regions with high heterozygosity within the ROH sequences. This may indicate, that these long ROH are formed by closely positioned shorter homozygous segments that may be of older origin or may be created by two similar but not identical haplotypes, showing minor internal recombination signs. Such finding also suggests that at least some of the results of previous studies in regard to long ROH may be biased leading to inaccurate estimations of genomes autozygosity via ROH classification into length categories. Ivyspring International Publisher 2020-04-07 /pmc/articles/PMC7171384/ /pubmed/32328205 http://dx.doi.org/10.7150/jgen.39147 Text en © The author(s) This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Szmatoła, Tomasz
Gurgul, Artur
Jasielczuk, Igor
Fu, Weiwei
Ropka-Molik, Katarzyna
A detailed characteristics of bias associated with long runs of homozygosity identification based on medium density SNP microarrays
title A detailed characteristics of bias associated with long runs of homozygosity identification based on medium density SNP microarrays
title_full A detailed characteristics of bias associated with long runs of homozygosity identification based on medium density SNP microarrays
title_fullStr A detailed characteristics of bias associated with long runs of homozygosity identification based on medium density SNP microarrays
title_full_unstemmed A detailed characteristics of bias associated with long runs of homozygosity identification based on medium density SNP microarrays
title_short A detailed characteristics of bias associated with long runs of homozygosity identification based on medium density SNP microarrays
title_sort detailed characteristics of bias associated with long runs of homozygosity identification based on medium density snp microarrays
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7171384/
https://www.ncbi.nlm.nih.gov/pubmed/32328205
http://dx.doi.org/10.7150/jgen.39147
work_keys_str_mv AT szmatołatomasz adetailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays
AT gurgulartur adetailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays
AT jasielczukigor adetailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays
AT fuweiwei adetailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays
AT ropkamolikkatarzyna adetailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays
AT szmatołatomasz detailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays
AT gurgulartur detailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays
AT jasielczukigor detailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays
AT fuweiwei detailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays
AT ropkamolikkatarzyna detailedcharacteristicsofbiasassociatedwithlongrunsofhomozygosityidentificationbasedonmediumdensitysnpmicroarrays