Abstract
In China, the brown trout is a second-level key aquatic wildlife protection animal in the Tibet Autonomous Region. In order to protect the brown trout germplasm resources in the Tibet Autonomous Region, the Institute of Aquatic Sciences of the Academy of Agricultural and Animal Husbandry Sciences of the Tibet Autonomous Region and the Heilongjiang Institute of the Chinese Academy of Aquatic Sciences collaborated on research on the key technologies of brown trout family construction. A fast in silico simulation method was employed in this study to discover numerous polymorphic SSRs. A total of 1,115,563 SSR loci with two to six nucleotide repeat motifs were mined from 40 chromosomes of the brown trout reference genome by GMATA. The whole genome sequences (30×) of 30 brown trout samples were compared to the reference genome’s chromosome sequence. Then, the HipSTR program was employed to carry out in silico genotyping through comparisons and enumerations of repeat count variants on the motifs of the SSR loci among the samples. The loci with monomorphism and high deletion in the SSR genotype data were removed, and the loci with more than one non-reference allele were retained. The final set of polymorphic SSR loci screened was 106,194. Forty-three SSR markers were randomly selected for characteristic analysis. The range of alleles per locus was 3 to 9 (mean = 5). Observed heterozygosity was in the ranged from 0.167 to 1.000. Expected heterozygosity was in the ranged from 0.155 to 0.823. Twenty-three loci significantly deviated from Hardy-Weinberg equilibrium. These SSR markers will provide valuable information for assessing the genetic diversity of constructed brown trout families and for the genetic improvement of brown trout.
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References
Bhattarai G, Mehlenbacher SA (2017) In silico development and characterization of tri-nucleotide simple sequence repeat markers in hazelnut (Corylus avellana L). PLoS ONE 12(5):e0178061. https://doi.org/10.1371/journal.pone.0178061
Chen S, Zhou Y, Chen Y et al (2018) Fastp: an ultra-fast all-in-one FASTQ preprocessor. Bioinformatics 34(17):i884–i890. https://doi.org/10.1093/bioinformatics/bty560
Hansen TAFP (2021) The genome sequence of the brown trout, Salmo trutta Linnaeus 1758 [version 1; peer review: 3 approved]. Wellcome Open Research 6(108). https://doi.org/10.12688/wellcomeopenres.16838.1
Jiang S, An H, Wang X et al (2019) The genotypes of polymorphic simple sequence repeat loci revealed by whole-genome Resequencing Data of 30 Pyrus accessions. J Am Soc Hortic Sci 144(5):321–328. https://doi.org/10.21273/JASHS04713-19
Li H (2013) Aligning sequence reads, clone sequences and assembly contigs with BWA-MEM. In: arXiv Prepr arXiv 1–3. https://doi.org/10.48550/arXiv.1303.3997
Li H, Handsaker B, Wysoker A et al (2009) The sequence Alignment/Map format and SAMtools. Bioinformatics 25(16):2078–2079. https://doi.org/10.1093/bioinformatics/btp352
Liu K, Muse SV (2005) PowerMarker: an integrated analysis environment for genetic marker analysis. Bioinformatics 21(9):2128–2129. https://doi.org/10.1093/bioinformatics/bti282
Peakall R, Smouse PE (2012) GenAlEx 6.5: genetic analysis in Excel. Population genetic software for teaching and research—an update. Bioinformatics 28(19):2537–2539. https://doi.org/10.1093/bioinformatics/bts460
Wang X, Wang L (2016) GMATA: an Integrated Software Package for genome-scale SSR mining, marker development and viewing. Front Plant Sci 7. https://doi.org/10.3389/fpls.2016.01350
Willems T, Zielinski D, Yuan J et al (2017) Genome-wide profiling of heritable and de novo STR variations. In: Nature Methods, pp. 590–592
Funding
This study was supported by the Science and Technology project of Tibet Autonomous Region (XZ202101ZY0003N), the China Agriculture Research System of MOF and MARA (CARS-46) and the Central Publicinterest Scientific Institution Basal Research Fund, CAFS (No. 2023TD96).
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The data were analyzed by H.M., who also wrote the original draft. The manuscript was reviewed by T.H. and E.L. The fish were sampled and cultured by W.G. and G.W. The manuscript was reviewed by B.W. Project administration was the responsibility of J.Z. The experiments were designed, and the funding was acquired by G.X. The manuscript was contributed to by all authors at various stages. The manuscript has been read and approved by all authors.
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Ma, H., Huang, T., Gu, W. et al. Genome-wide identification of simple sequence repeats and development of polymorphic SSR markers in brown trout (Salmo trutta). Conservation Genet Resour 16, 131–134 (2024). https://doi.org/10.1007/s12686-023-01341-3
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DOI: https://doi.org/10.1007/s12686-023-01341-3