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A novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific GWAS
Reference genome fidelity is critically important for genome wide association studies, yet most vary widely from the study population. A typical whole genome sequencing approach implies short-read technologies resulting in fragmented assemblies with regions of ambiguity. Further information is lost...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Life Science Alliance LLC
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898556/ https://www.ncbi.nlm.nih.gov/pubmed/33514656 http://dx.doi.org/10.26508/lsa.202000902 |
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author | Player, Robert A Forsyth, Ellen R Verratti, Kathleen J Mohr, David W Scott, Alan F Bradburne, Christopher E |
author_facet | Player, Robert A Forsyth, Ellen R Verratti, Kathleen J Mohr, David W Scott, Alan F Bradburne, Christopher E |
author_sort | Player, Robert A |
collection | PubMed |
description | Reference genome fidelity is critically important for genome wide association studies, yet most vary widely from the study population. A typical whole genome sequencing approach implies short-read technologies resulting in fragmented assemblies with regions of ambiguity. Further information is lost by economic necessity when genotyping populations, as lower resolution technologies such as genotyping arrays are commonly used. Here, we present a phased reference genome for Canis lupus familiaris using high molecular weight DNA-sequencing technologies. We tested wet laboratory and bioinformatic approaches to demonstrate a minimum workflow to generate the 2.4 gigabase genome for a Labrador Retriever. The de novo assembly required eight Oxford Nanopore R9.4 flowcells (∼23X depth) and running a 10X Genomics library on the equivalent of one lane of an Illumina NovaSeq S1 flowcell (∼88X depth), bringing the cost of generating a nearly complete reference genome to less than $10K (USD). Mapping of short-read data from 10 Labrador Retrievers against this reference resulted in 1% more aligned reads versus the current reference (CanFam3.1, P < 0.001), and a 15% reduction of variant calls, increasing the chance of identifying true, low-effect size variants in a genome-wide association studies. We believe that by incorporating the cost to produce a full genome assembly into any large-scale genotyping project, an investigator can improve study power, decrease costs, and optimize the overall scientific value of their study. |
format | Online Article Text |
id | pubmed-7898556 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Life Science Alliance LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-78985562021-03-23 A novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific GWAS Player, Robert A Forsyth, Ellen R Verratti, Kathleen J Mohr, David W Scott, Alan F Bradburne, Christopher E Life Sci Alliance Research Articles Reference genome fidelity is critically important for genome wide association studies, yet most vary widely from the study population. A typical whole genome sequencing approach implies short-read technologies resulting in fragmented assemblies with regions of ambiguity. Further information is lost by economic necessity when genotyping populations, as lower resolution technologies such as genotyping arrays are commonly used. Here, we present a phased reference genome for Canis lupus familiaris using high molecular weight DNA-sequencing technologies. We tested wet laboratory and bioinformatic approaches to demonstrate a minimum workflow to generate the 2.4 gigabase genome for a Labrador Retriever. The de novo assembly required eight Oxford Nanopore R9.4 flowcells (∼23X depth) and running a 10X Genomics library on the equivalent of one lane of an Illumina NovaSeq S1 flowcell (∼88X depth), bringing the cost of generating a nearly complete reference genome to less than $10K (USD). Mapping of short-read data from 10 Labrador Retrievers against this reference resulted in 1% more aligned reads versus the current reference (CanFam3.1, P < 0.001), and a 15% reduction of variant calls, increasing the chance of identifying true, low-effect size variants in a genome-wide association studies. We believe that by incorporating the cost to produce a full genome assembly into any large-scale genotyping project, an investigator can improve study power, decrease costs, and optimize the overall scientific value of their study. Life Science Alliance LLC 2021-01-29 /pmc/articles/PMC7898556/ /pubmed/33514656 http://dx.doi.org/10.26508/lsa.202000902 Text en © 2021 Player et al. https://creativecommons.org/licenses/by/4.0/This article is available under a Creative Commons License (Attribution 4.0 International, as described at https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Articles Player, Robert A Forsyth, Ellen R Verratti, Kathleen J Mohr, David W Scott, Alan F Bradburne, Christopher E A novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific GWAS |
title | A novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific GWAS |
title_full | A novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific GWAS |
title_fullStr | A novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific GWAS |
title_full_unstemmed | A novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific GWAS |
title_short | A novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific GWAS |
title_sort | novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific gwas |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898556/ https://www.ncbi.nlm.nih.gov/pubmed/33514656 http://dx.doi.org/10.26508/lsa.202000902 |
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