Literature DB >> 33514656

A novel canis lupus familiaris reference genome improves variant resolution for use in breed-specific GWAS.

Robert A Player1, Ellen R Forsyth1, Kathleen J Verratti1, David W Mohr2, Alan F Scott2, Christopher E Bradburne3,2.   

Abstract

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.
© 2021 Player et al.

Entities:  

Year:  2021        PMID: 33514656      PMCID: PMC7898556          DOI: 10.26508/lsa.202000902

Source DB:  PubMed          Journal:  Life Sci Alliance        ISSN: 2575-1077


  21 in total

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4.  Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype.

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5.  The complete nucleotide sequence of the domestic dog (Canis familiaris) mitochondrial genome.

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Journal:  Mol Phylogenet Evol       Date:  1998-10       Impact factor: 4.286

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7.  DiscoverY: a classifier for identifying Y chromosome sequences in male assemblies.

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8.  Solving the missing heritability problem.

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9.  Comparative analysis of mammalian Y chromosomes illuminates ancestral structure and lineage-specific evolution.

Authors:  Gang Li; Brian W Davis; Terje Raudsepp; Alison J Pearks Wilkerson; Victor C Mason; Malcolm Ferguson-Smith; Patricia C O'Brien; Paul D Waters; William J Murphy
Journal:  Genome Res       Date:  2013-06-20       Impact factor: 9.043

10.  Efficient identification of Y chromosome sequences in the human and Drosophila genomes.

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