Evidence map›Paper›PMID 39060982›Full record

ArticleBMC genomics2024

Detection and evaluation of parameters influencing the identification of heterozygous-enriched regions in Holstein cattle based on SNP chip or whole-genome sequence data.

Henrique A Mulim, Victor B Pedrosa, Luis Fernando Batista Pinto, Francesco Tiezzi, Christian Maltecca, Flavio S Schenkel, Luiz F Brito

Abstract read
In one paragraph

Article in BMC genomics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

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6citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Unravelling Heterozygosity-Rich Regions in the Holstein Genome.Animals : an open access journal from MDPI · 2025
    Article
  5. Article
  6. Article
4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Henrique A MulimDepartment of Animal Sciences, Federal University of Bahia, Salvador, Bahia, 40110-909, Brazil. henriquemulim@hotmail.com.
Victor B PedrosaDepartment of Animal Sciences, Purdue University, West Lafayette, Indiana, 47907, USA.
Luis Fernando Batista PintoDepartment of Animal Sciences, Federal University of Bahia, Salvador, Bahia, 40110-909, Brazil.
Francesco TiezziDepartment of Agriculture, Food, Environment and Forestry, University of Florence, 50121, Florence, Italy.
Christian MalteccaDepartment of Animal Science, North Carolina State University, Raleigh, NC, 27607, USA.
Flavio S SchenkelCentre for Genetic Improvement of Livestock (CGIL), Department of Animal Biosciences, University of Guelph, Ontario, N1G 2W1, Canada.
Luiz F BritoDepartment of Animal Sciences, Purdue University, West Lafayette, Indiana, 47907, USA. britol@purdue.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundA heterozygous-enriched region (HER) is a genomic region with high variability generated by factors such as balancing selection, introgression, and admixture processes. In this study, we evaluated the genomic background of HERs and the impact of different parameters (i.e., minimum number of SNPs in a HER, maximum distance between two consecutive SNPs, minimum length of a HER, maximum number of homozygous allowed in a HER) and scenarios [i.e., different SNP panel densities and whole-genome sequence (WGS)] on the detection of HERs. We also compared HERs characterized in Holstein cattle with those identified in Angus, Jersey, and Norwegian Red cattle using WGS data.

resultsThe parameters used for the identification of HERs significantly impact their detection. The maximum distance between two consecutive SNPs did not impact HERs detection as the same average of HERs (269.31 ± 787.00) was observed across scenarios. However, the minimum number of markers, maximum homozygous markers allowed inside a HER, and the minimum length size impacted HERs detection. For the minimum length size, the 10 Kb scenario showed the highest average number of HERs (1,364.69 ± 1,483.64). The number of HERs decreased as the minimum number of markers increased (621.31 ± 1,271.83 to 6.08 ± 21.94), and an opposite pattern was observed for the maximum homozygous markers allowed inside a HER (54.47 ± 195.51 to 494.89 ± 1,169.35). Forty-five HER islands located in 23 chromosomes with high Tajima's D values and differential among the observed and estimated heterozygosity were detected in all evaluated scenarios, indicating their ability to potentially detect regions under balancing selection. In total, 3,440 markers and 28 genes previously related to fertility (e.g., TP63, ZSCAN23, NEK5, ARHGAP44), immunity (e.g., TP63, IGC, ARHGAP44), residual feed intake (e.g., MAYO9A), stress sensitivity (e.g., SERPINA6), and milk fat percentage (e.g., NOL4) were identified. When comparing HER islands among breeds, there were substantial overlaps between Holstein with Angus (95.3%), Jersey (94.3%), and Norwegian Red cattle (97.1%), indicating conserved HER across taurine breeds.

conclusionsThe detection of HERs varied according to the parameters used, but some HERs were consistently identified across all scenarios. Heterozygous genotypes observed across generations and breeds appear to be conserved in HERs. The results presented could serve as a guide for defining HERs detection parameters and further investigating their biological roles in future studies.

Indexed as

HeterozygotePolymorphism, Single NucleotideWhole Genome SequencingAnimalsCattleGenomeGenomicsOligonucleotide Array Sequence AnalysisBalancing selectionGenetic diversityHeterozygous advantageLivestock genetics

Identifiers

PMID39060982
PMCPMC11282608

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.