bioRxivGeneticsPreprint
Discovering genomic regions associated with the phenotypic differentiation of European local pig breeds
Klavdija PoklukariD, Camille Mestre, Martin ŠkrlepiD, Marjeta Čandek‐PotokariD, Cristina ÓviloiD, Luca FontanesiiD, Juliette RiquetiD, Samuele BovoiD, Giuseppina SchiavoiD, Anisa RibaniiD, María MuñoziD, Maurizio GalloiD, Ricardo BozziiD, Rui CharnecaiD, Raquel QuintanillaiD, Goran KušeciD, Marie-José MercatiD, Christoph Zimmer, Violeta RazmaitėiD, J. P. AraújoiD, Čedomir RadovićiD, Radomir SavićiD, Danijel KarolyiiD, Bertrand ServiniD
Abstract
BackgroundIntensive selection of modern pig breeds resulted in genetic improvement of productive traits while local pig breeds remained less performant. As they have been bred in extensive systems, they have adapted to specifical environmental conditions resulting in a rich genotypic and phenotypic diversity. This study is based on European local pig breeds genetically characterized using DNA-pool sequencing data and phenotypically characterized using breed level phenotypes related to stature, fatness, growth and reproductive performance traits. These data were analyzed using a dedicated approach to detect selection signatures linked to phenotypic traits in order to uncover potential candidate genes that may be under adaptation to specific environments. ResultsGenetic data analysis of European pig breeds revealed four main axes of genetic variation represented by Iberian and modern breeds (i.e. Large White, Landrace, and Duroc). In addition, breeds clustered according to their geographical origin, for example French Gascon and Basque breeds, Italian Apulo Calabrese and Casertana breeds, Spanish Iberian and Portuguese Alentejano breeds. Principal component analysis of phenotypic data distinguished between larger and leaner breeds with better growth potential and reproductive performance on one hand and breeds that were smaller, fatter, and had low growth and reproductive efficiency on the other hand. Linking selection signatures with phenotype identified 16 significant genomic regions associated with stature, 24 with fatness, 2 with growth and 192 with reproduction. Among them, several regions contained candidate genes with possible biological effect on stature, fatness, growth and reproduction performance traits. For example, strong associations were found for stature in two regions containing the ANXA4 and ANTXR1 genes, for fatness containing the DNMT3A and POMC genes and for reproductive performance containing the HSD17B7 gene. ConclusionsThe present study on European local pig breeds used a dedicated approach for searching selection signatures supported by phenotypic data at the breed level to identify potential candidate genes that may have adapted to different living environments and production systems. Results can be useful to define conservation programs of local pig breeds.
- organism: plant (other)
- assay: whole-genome sequencing
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 2
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Identification of genomic regions affecting production traits in pigs divergently selected for feed efficiency
Emilie Delpuech, Amir Aliakbari, … Juliette Riquet·Genetics Selection EvolutionPeer-reviewed·Jun 14, 2021
- Multi-omics analysis reveals signatures of selection and loci associated with complex traits in pigs
Guoqiang Yi, Lei Liu, … Zhonglin Tang·bioRxiv·Sep 19, 2023
- Genome-wide SNP data unravel the ancestry and signatures of divergent selection in Ghurrah pigs of India
Arnav Mehrotra, Bharat Bhushan, … Amit Kumar·Livestock SciencePeer-reviewed·Jun 5, 2021
- Novel and known signals of selection for fat deposition in domestic sheep breeds from Africa and Eurasia
Salvatore Mastrangelo, Hussain M. Bahbahani, … Elena Ciani·PLoS ONEPeer-reviewed·Jun 14, 2019
- Analysis of polygenic selection in purebred and crossbred pig genomes using Generation Proxy Selection Mapping
Caleb J. Grohmann, Caleb M Shull, … Jared E. Decker·Genetics Selection EvolutionPeer-reviewed·Sep 14, 2023
- Pangenome Reveals Gene Content Variations and Structural Variants Contributing to Pig Characteristics
Heng Du, Yue Zhuo, … Jianfeng Liu·Genomics Proteomics & BioinformaticsPeer-reviewed·Nov 13, 2024