Genomic Selection and Precision Breeding in Livestock and Companion Animals

A special issue of Veterinary Sciences (ISSN 2306-7381).

Deadline for manuscript submissions: 30 November 2026 | Viewed by 185

Editor


E-Mail Website
Guest Editor
College of Veterinary Medicine, Yangzhou University, Yangzhou 225009, China
Interests: growth and development; muscle development; reproductive regulation

Special Issue Information

Dear Colleagues,

Advances in high-throughput sequencing, genotyping technologies, and integrative omics approaches are reshaping the landscape of animal breeding. Genomic selection has become a central strategy for accelerating genetic improvement in livestock, while precision breeding frameworks are increasingly applied to enhance health, robustness, and performance traits in both farm and companion animals. By combining genomic prediction models with detailed phenotypic, metabolic, and environmental data, modern breeding programs are transitioning from conventional selection schemes toward data-driven, biology-informed decision systems.

This Special Issue aims to highlight recent progress in genomic selection methodologies and precision breeding strategies across livestock species and companion animals. We welcome contributions that explore the genetic architecture of complex traits, the development and optimization of genomic prediction models, and the integration of functional genomics into breeding programs. Studies addressing disease resistance, metabolic efficiency, reproductive performance, and resilience to environmental challenges are particularly encouraged. Research incorporating multi-omics data, including transcriptomics, metabolomics, and phenomics, to enhance selection accuracy and biological interpretation also falls within the scope of this Issue.

By fostering interdisciplinary collaboration among geneticists, veterinarians, animal scientists, and bioinformaticians, this Special Issue seeks to advance innovative and sustainable breeding strategies that support animal health, welfare, and productivity within a One Health framework.

Prof. Dr. Huiming Ju
Guest Editor

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 250 words) can be sent to the Editorial Office for assessment.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-anonymized peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Veterinary Sciences is an international peer-reviewed open access monthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2100 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • genomic selection
  • precision breeding
  • livestock genetics
  • companion animal genetics
  • genomic prediction
  • functional genomics
  • GWAS
  • disease resistance
  • multi-omics integration

Benefits of Publishing in a Special Issue

  • Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
  • Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
  • Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
  • External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
  • Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.

Further information on MDPI's Special Issue policies can be found here.

Published Papers (1 paper)

Order results
Result details
Select all
Export citation of selected articles as:

Research

24 pages, 5214 KB  
Article
PFKM Modulates Porcine Skeletal Muscle Satellite Cell Differentiation Through Metabolic and Mitochondrial Pathways
by Xiaoyu Hou, Yuefei Yang, Ruiping Wei, Xiaochen Cui, Huanyu Jiang and Huiming Ju
Vet. Sci. 2026, 13(8), 742; https://doi.org/10.3390/vetsci13080742 (registering DOI) - 26 Jul 2026
Abstract
To preliminarily elucidate the bidirectional metabolic effects caused by changes in PFKM expression, provide research clues for further investigation of the molecular mechanisms through which PFKM regulates porcine skeletal muscle metabolism and myogenic differentiation, and offer a reference for identifying candidate genes associated [...] Read more.
To preliminarily elucidate the bidirectional metabolic effects caused by changes in PFKM expression, provide research clues for further investigation of the molecular mechanisms through which PFKM regulates porcine skeletal muscle metabolism and myogenic differentiation, and offer a reference for identifying candidate genes associated with meat production traits and studying gene regulation in pig breeding, this study compared skeletal muscle protein expression profiles between Large White and Bama pigs. Candidate regulatory factors related to muscle growth and energy metabolism were screened, and the effects of altered muscle-type phosphofructokinase (PFKM) expression on metabolic homeostasis and myogenic differentiation in porcine skeletal muscle satellite cells (SMSCs) were preliminarily evaluated. Longissimus dorsi muscle tissues from Large White and Bama pigs were analyzed using iTRAQ-based proteomics. A total of 2040 reliably quantified proteins were identified, of which 51 were relatively upregulated in Large White pigs and 73 were relatively upregulated in Bama pigs. Functional enrichment analysis showed that the differentially expressed proteins were mainly involved in glycolysis, mitochondrial energy metabolism, protein synthesis, and the regulation of muscle fiber structure and function. PFKM was therefore selected as a key candidate differentially expressed protein. Porcine SMSC models comprising a PFKM knockdown group (PFKM-KD), a PFKM overexpression group (PFKM-OE), and a normal control group (PFKM-CON) were subsequently established. Glucose consumption and lactate accumulation in the culture medium, ATP levels, reactive oxygen species (ROS), mitochondrial membrane potential, apoptosis, mitochondrial dynamics-related proteins, and myogenic differentiation markers were then examined. Compared with the PFKM-CON group, the PFKM-OE group showed significantly increased glucose consumption and lactate accumulation, together with significant increases in ROS levels, mitochondrial membrane potential, and apoptosis, whereas ATP levels were significantly reduced. In the PFKM-KD group, glucose consumption and lactate accumulation were significantly decreased, accompanied by reductions in mitochondrial membrane potential, ROS, ATP levels, and apoptosis. PFKM overexpression mainly induced oxidative stress, ATP depletion, and increased apoptosis, whereas PFKM knockdown primarily reduced mitochondrial membrane potential, ROS, and ATP levels, indicating a relatively low-metabolic state. Both treatments were accompanied by dysregulated expression of the mitochondrial dynamics-related proteins DRP1, MFN2, and OPA1, although their patterns of change were not identical. Western blotting and immunofluorescence consistently showed that the expression levels of the myogenic differentiation markers MyoD and MYH were significantly lower in both the PFKM-KD and PFKM-OE groups than in the control group, suggesting that either excessive or insufficient PFKM expression may impair the myogenic differentiation potential of SMSCs. In conclusion, changes in PFKM expression are closely associated with glycolysis-related metabolism, energy and redox homeostasis, mitochondrial function-related indicators, and myogenic differentiation capacity in porcine SMSCs. The normal biological function of PFKM may therefore depend on its expression being maintained within an appropriate range. Full article
Show Figures

Figure 1

Back to TopTop