ArticleJournal of animal science and biotechnology2021
Identification of key genes affecting porcine fat deposition based on co-expression network analysis of weighted genes.
Article in Journal of animal science and biotechnology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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Who cites it
31 citing papers in PubMed.
- Integrating bulk and single-cell RNA sequencing with GWAS reveals regulatory networks underpinning complex traits in beef cattle.Journal of animal science and biotechnology · 2026Article
- Gene co-expression networks related to intramuscular fatty acid composition across different pig genotypes.BMC genomics · 2026Article
- Regulatory networks involved in modulating fat deposition in pigs identified by gene co-expression analysis.BMC genomics · 2026Article
- Biomarkers of Adipose Color: A Multi-Omics Analysis Unravels the Molecular Landscape of White and Yellow Fat in Kazakh Horse.Biology · 2026Article
- Comprehensive co-expression analysis reveals candidate regulatory genes associated with carcass and meat quality traits in Neijiang and Large White pigs.Animal bioscience · 2025Article
- Integrated transcriptomics and metabolomics reveal the molecular characteristics and metabolic regulatory mechanisms among different muscles in Minxian black fur sheep.BMC genomics · 2025Article
- Identification of Candidate Genes and eQTLs Related to Porcine Reproductive Function.Animals : an open access journal from MDPI · 2025Article
- Identification of key LncRNAs and mRNAs associated with intramuscular fat in pig via WGCNA.BMC genomics · 2025Article
- Comparative Transcriptomic Analysis Provides Insight into Spatiotemporal Expression Patterns of Pivotal Genes During Critical Growth Stages in Min Pig Breed.Biomolecules · 2025Article
- Effects of miR-29c on proliferation and adipogenic differentiation of porcine bone marrow mesenchymal stromal cells.Adipocyte · 2024Article
- Transcriptomic profiling of backfat and muscle in Lijiang pigs with divergent body size across growth stages.Scientific reports · 2024Article
- Integrated transcriptomic analysis on chicken ovary reveals CYP21A1 affects follicle granulosa cell development and steroid hormone synthesis.Poultry science · 2024Article
- Constructing eRNA-mediated gene regulatory networks to explore the genetic basis of muscle and fat-relevant traits in pigs.Genetics, selection, evolution : GSE · 2024Article
- The landscape of super-enhancer regulates remote target gene transcription through loop domains in adipose tissue of pig.Heliyon · 2024Article
- miR-10a-5p Regulates the Proliferation and Differentiation of Porcine Preadipocytes Targeting the KLF11 Gene.Animals : an open access journal from MDPI · 2024Article
- Integration of transcriptome and machine learning to identify the potential key genes and regulatory networks affecting drip loss in pork.Journal of animal science · 2024Article
- Construction of a co-expression network affecting intramuscular fat content and meat color redness based on transcriptome analysis.Frontiers in genetics · 2024Article
- Key co-expressed genes correlated with blood serum parameters of pigs fed with different fatty acid profile diets.Frontiers in genetics · 2024Article
- Expression Profile and Regulatory Properties of m6A-Modified circRNAs in the Longissimus Dorsi of Queshan Black and Large White Pigs.Animals : an open access journal from MDPI · 2023Article
- The Effects of Neuropeptide B on Proliferation and Differentiation of Porcine White Preadipocytes into Mature Adipocytes.International journal of molecular sciences · 2023Article
Corrections and comments
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Authors and funding
7 authors.
Funding
Abstract
backgroundFat deposition is an important economic consideration in pig production. The amount of fat deposition in pigs seriously affects production efficiency, quality, and reproductive performance, while also affecting consumers' choice of pork. Weighted gene co-expression network analysis (WGCNA) is effective in pig genetic studies. Therefore, this study aimed to identify modules that co-express genes associated with fat deposition in pigs (Songliao black and Landrace breeds) with extreme levels of backfat (high and low) and to identify the core genes in each of these modules.
resultsWe used RNA sequences generated in different pig tissues to construct a gene expression matrix consisting of 12,862 genes from 36 samples. Eleven co-expression modules were identified using WGCNA and the number of genes in these modules ranged from 39 to 3,363. Four co-expression modules were significantly correlated with backfat thickness. A total of 16 genes (RAD9A, IGF2R, SCAP, TCAP, SMYD1, PFKM, DGAT1, GPS2, IGF1, MAPK8, FABP, FABP5, LEPR, UCP3, APOF, and FASN) were associated with fat deposition.
conclusionsRAD9A, TCAP, SMYD1, PFKM, GPS2, and APOF were the key genes in the four modules based on the degree of gene connectivity. Combining these results with those from differential gene analysis, SMYD1 and PFKM were proposed as strong candidate genes for body size traits. This study explored the key genes that regulate porcine fat deposition and lays the foundation for further research into the molecular regulatory mechanisms underlying porcine fat deposition.
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