Literature DB >> 34273960

Post-genotyping optimization of dataset formation could affect genetic diversity parameters: an example of analyses with alpine goat breeds.

Neža Pogorevc1, Mojca Simčič1, Negar Khayatzadeh2, Johann Sölkner2, Beate Berger3, Danijela Bojkovski1, Minja Zorc1, Peter Dovč1, Ivica Medugorac4, Simon Horvat5.   

Abstract

BACKGROUND: Local breeds retained unique genetic variability important for adaptive potential especially in light of challenges related to climate change. Our first objective was to perform, for the first time, a genome-wide diversity characterization using Illumina GoatSNP50 BeadChip of autochthonous Drežnica goat breed from Slovenia, and five and one local breeds from neighboring Austria and Italy, respectively. For optimal conservation and breeding programs of endangered local breeds, it is important to detect past admixture events and strive for preservation of purebred representatives of each breed with low or without admixture. In the second objective, we hence investigated the effect of inclusion or exclusion of outliers from datasets on genetic diversity and population structure parameters.
RESULTS: Distinct genetic origin of the Drežnica goat was demonstrated as having closest nodes to Austrian and Italian breeds. A phylogenetic study of these breeds with other goat breeds having SNP data available in the DRYAD repository positioned them in the alpine, European and global context. Swiss breeds clustered with cosmopolitan alpine breeds and were closer to French and Spanish breeds. On the other hand, the Drežnica goat, Austrian and Italian breeds were closer to Turkish breeds. Datasets where outliers were excluded affected estimates of genetic diversity parameters within the breed and increased the pairwise genetic distances between most of the breeds. Alpine breeds, including Drežnica, Austrian and Italian goats analyzed here, still exhibit relatively high levels of genetic variability, homogeneous genetic structure and strong geographical partitioning.
CONCLUSIONS: Genetic diversity analyses revealed that the Slovenian Drežnica goat has a distinct genetic identity and is closely related to the neighboring Austrian and Italian alpine breeds. These results expand our knowledge on phylogeny of goat breeds from easternmost part of the European Alps. The here employed outlier test and datasets optimization approaches provided an objective and statistically powerful tool for removal of admixed outliers. Importance of this test in selecting the representatives of each breed is warranted to obtain more objective diversity parameters and phylogenetic analysis. Such parameters are often the basis of breeding and management programs and are therefore important for preserving genetic variability and uniqueness of local rare breeds.
© 2021. The Author(s).

Entities:  

Keywords:  Admixture; Austrian goat breeds; Dataset optimization; Drežnica goat; Genetic diversity; Outlier test; Population structure; Slovenian goat breed

Mesh:

Year:  2021        PMID: 34273960     DOI: 10.1186/s12864-021-07802-z

Source DB:  PubMed          Journal:  BMC Genomics        ISSN: 1471-2164            Impact factor:   3.969


  17 in total

1.  Genetic diversity analyses reveal first insights into breed-specific selection signatures within Swiss goat breeds.

Authors:  A Burren; M Neuditschko; H Signer-Hasler; M Frischknecht; I Reber; F Menzi; C Drögemüller; C Flury
Journal:  Anim Genet       Date:  2016-07-20       Impact factor: 3.169

2.  Allelic diversity and its implications for the rate of adaptation.

Authors:  Armando Caballero; Aurora García-Dorado
Journal:  Genetics       Date:  2013-10-11       Impact factor: 4.562

3.  metapop2: Re-implementation of software for the analysis and management of subdivided populations using gene and allelic diversity.

Authors:  Eugenio López-Cortegano; Andrés Pérez-Figueroa; Armando Caballero
Journal:  Mol Ecol Resour       Date:  2019-05-23       Impact factor: 7.090

4.  Genetic diversity and population structure in multiple Chinese goat populations using a SNP panel.

Authors:  H Berihulay; Y Li; X Liu; G Gebreselassie; R Islam; W Liu; L Jiang; Y Ma
Journal:  Anim Genet       Date:  2019-03-18       Impact factor: 3.169

5.  Conservation of a domestic metapopulation structured into related and partly admixed strains.

Authors:  Jelena Ramljak; Gjoko Bunevski; Hysen Bytyqi; Božidarka Marković; Muhamed Brka; Ante Ivanković; Kristaq Kume; Srđan Stojanović; Vasil Nikolov; Mojca Simčič; Johann Sölkner; Elisabeth Kunz; Sophie Rothammer; Doris Seichter; Hans-Peter Grünenfelder; Elli T Broxham; Waltraud Kugler; Ivica Medugorac
Journal:  Mol Ecol       Date:  2018-04-14       Impact factor: 6.185

Review 6.  Goat domestication and breeding: a jigsaw of historical, biological and molecular data with missing pieces.

Authors:  M Amills; J Capote; G Tosser-Klopp
Journal:  Anim Genet       Date:  2017-09-04       Impact factor: 3.169

7.  Multiple maternal origins and weak phylogeographic structure in domestic goats.

Authors:  G Luikart; L Gielly; L Excoffier; J D Vigne; J Bouvet; P Taberlet
Journal:  Proc Natl Acad Sci U S A       Date:  2001-05-08       Impact factor: 11.205

8.  Population structure, genetic diversity and selection signatures within seven indigenous Pakistani goat populations.

Authors:  C Kumar; S Song; P Dewani; M Kumar; O Parkash; Y Ma; K K Malhi; N Yang; J M Mwacharo; X He; L Jiang
Journal:  Anim Genet       Date:  2018-09-19       Impact factor: 3.169

9.  Efficiency of different strategies to mitigate ascertainment bias when using SNP panels in diversity studies.

Authors:  Dorcus Kholofelo Malomane; Christian Reimer; Steffen Weigend; Annett Weigend; Ahmad Reza Sharifi; Henner Simianer
Journal:  BMC Genomics       Date:  2018-01-05       Impact factor: 3.969

10.  Genetic diversity analysis of French goat populations reveals selective sweeps involved in their differentiation.

Authors:  C Oget; B Servin; I Palhière
Journal:  Anim Genet       Date:  2018-12-13       Impact factor: 3.169

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  2 in total

Review 1.  Status quo of genetic improvement in local goats: a review.

Authors:  Glafiro Torres-Hernández; Jorge Alonso Maldonado-Jáquez; Lorenzo Danilo Granados-Rivera; Homero Salinas-González; Gabriela Castillo-Hernández
Journal:  Arch Anim Breed       Date:  2022-05-20

2.  Genetic Diversity, Population Structure and Phylogeny of Indigenous Goats of Mongolia Revealed by SNP Genotyping.

Authors:  Vera Mukhina; Gulnara Svishcheva; Valery Voronkova; Yurii Stolpovsky; Aleksei Piskunov
Journal:  Animals (Basel)       Date:  2022-01-18       Impact factor: 2.752

  2 in total

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