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Updated: Feb 10, 2026

Genotyping Single Nucleotide Polymorphisms in the Mitochondrial Genome by Pyrosequencing
Published on: February 10, 2023
A New Single Nucleotide Polymorphism Database for Rainbow Trout Generated Through Whole Genome Resequencing
Guangtu Gao1, Torfinn Nome2, Devon E Pearse3
1National Center for Cool and Cold Water Aquaculture, ARS-USDA, Kearneysville, WV, United States.
This study identified over 30 million single-nucleotide polymorphisms (SNPs) in rainbow trout (Oncorhynchus mykiss) using whole genome resequencing. These high-density SNP markers are valuable for genetic studies and developing new SNP arrays for this important fish species.
Area of Science:
- Genomics
- Animal Genetics
- Aquaculture
Background:
- Single-nucleotide polymorphisms (SNPs) are crucial genetic markers for various applications in animal breeding and population genetics.
- Previous SNP discovery in rainbow trout relied on methods like RAD sequencing, limiting marker density and scope.
- A comprehensive SNP resource is needed for advanced genetic and genomic studies in rainbow trout (Oncorhynchus mykiss).
Purpose of the Study:
- To discover and characterize a large number of high-quality single-nucleotide polymorphisms (SNPs) in the rainbow trout genome.
- To establish a comprehensive SNP database for rainbow trout, enabling high-density SNP array design and other genotyping platforms.
- To assess the utility of identified SNPs for population genetics and phylogenetic analyses.
Main Methods:
- Whole genome resequencing of 61 diverse rainbow trout and steelhead samples.
- Mapping sequences to the updated rainbow trout reference genome (GCA_002163495.1).
- Variant calling using FreeBayes and SAMtools mpileup, followed by rigorous filtering and validation using double-haploid lines to remove paralogous and multi-sequence variants.
Main Results:
- Identification of over 30 million SNPs across rainbow trout chromosomes and scaffolds, with over 4 million SNPs exhibiting high minor allele frequency (>0.25).
- Achieved an average SNP density of 15.6 SNPs per kb on the chromosomes, representing a significant increase in marker availability.
- Phylogenetic analysis confirmed the utility of these SNPs for resolving population relationships, and intra-population assessments revealed high levels of polymorphism and heterozygosity.
Conclusions:
- The newly identified and filtered SNP set represents a valuable genomic resource for rainbow trout.
- These SNPs are suitable for high-density SNP array development and various genotyping applications in rainbow trout.
- The findings support the use of these markers for detailed population structure, genetic diversity, and breeding programs in this species.
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