Data from: Development and validation of a RAD-Seq target-capture based genotyping assay for routine application in advanced black tiger shrimp (Penaeus monodon) breeding programs
Background The development of genome-wide genotyping resources has provided terrestrial livestock and crop industries with the unique ability to accurately assess genomic relationships between individuals, uncover the genetic architecture of commercial traits, as well as identify superior individual...
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Zusammenfassung: | Background The development of genome-wide genotyping resources has
provided terrestrial livestock and crop industries with the unique ability
to accurately assess genomic relationships between individuals, uncover
the genetic architecture of commercial traits, as well as identify
superior individuals for selection based on their specific genetic
profile. Utilising recent advancements in de-novo genome-wide genotyping
technologies, it is now possible to provide aquaculture industries with
these same important genotyping resources, even in the absence of existing
genome assemblies. Here, we present the development of a genome-wide SNP
assay for the Black Tiger shrimp (Penaeus monodon) through utilisation of
a reduced-representation whole-genome genotyping approach (DArTseq).
Results Based on a single reduced-representation library, 31,262
polymorphic SNPs were identified across 650 individuals obtained from
Australian wild stocks and commercial aquaculture populations. After
filtering to remove SNPs with low read depth, low MAF, low call rate,
deviation from HWE, and non-Mendelian inheritance, 7,542 high-quality SNPs
were retained. From these, 4,236 high-quality genome-wide loci were
selected for bates-probe development and 4,194 SNPs were included within a
finalized target-capture genotype-by-sequence assay (DArTcap). This assay
was designed for routine and cost effective commercial application in
large scale breeding programs, and demonstrates higher confidence in
genotype calls through increased call rate (from 80.2 ± 14.7 to 93.0% ±
3.5%), increased read depth (from 20.4 ± 15.6 to 80.0 ± 88.7), as well as
a 3-fold reduction in cost over traditional genotype-by-sequencing
approaches. Conclusion Importantly, this assay equips the P.
monodon industry with the ability to simultaneously assign parentage of
communally reared animals, undertake genomic relationship analysis, manage
mate pairings between cryptic family lines, as well as undertake advance
studies of genome and trait architecture. Critically this assay can be
cost effectively applied as P. monodon breeding programs transition to
undertaking genomic selection. |
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DOI: | 10.5061/dryad.qz612jmc8 |