» Articles » PMID: 32428048

Muscle Transcriptome Analysis Identifies Genes Involved in Ciliogenesis and the Molecular Cascade Associated with Intramuscular Fat Content in Large White Heavy Pigs

Overview
Journal PLoS One
Date 2020 May 20
PMID 32428048
Citations 16
Authors
Affiliations
Soon will be listed here.
Abstract

Intramuscular fat content (IMF) is a complex trait influencing the technological and sensorial features of meat products and determining pork quality. Thus, we aimed at analyzing through RNA-sequencing the Semimembranosus muscle transcriptome of Italian Large White pigs to study the gene networks associated with IMF deposition. Two groups of samples were used; each one was composed of six unrelated pigs with extreme and divergent IMF content (0.67 ± 0.09% in low IMF vs. 6.81 ± 1.17% in high IMF groups) that were chosen from 950 purebred individuals. Paired-end RNA sequences were aligned to Sus scrofa genome assembly 11.1 and gene counts were analyzed using WGCNA and DeSeq2 packages in R environment. Interestingly, among the 58 differentially expressed genes (DEGs), several were related to primary cilia organelles (such as Lebercilin 5 gene), in addition to the genes involved in the regulation of cell differentiation, in the control of RNA-processing, and G-protein and ERK signaling pathways. Together with cilia-related genes, we also found in high IMF pigs an over-expression of the Fibroblast Growth Factor 2 (FGF2) gene, which in other animal species was found to be a regulator of ciliogenesis. Four WGCNA gene modules resulted significantly associated with IMF deposition: grey60 (P = 0.003), darkturquoise (P = 0.022), skyblue1 (P = 0.022), and lavenderblush3 (P = 0.030). The genes in the significant modules confirmed the results obtained for the DEGs, and the analysis with "cytoHubba" indicated genes controlling RNA splicing and cell differentiation as hub genes. Among the complex molecular processes affecting muscle fat depots, genes involved in primary cilia may have an important role, and the transcriptional reprogramming observed in high IMF pigs may be related to an FGF-related molecular cascade and to ciliogenesis, which in the literature have been associated with fibro-adipogenic precursor differentiation.

Citing Articles

Identification of key LncRNAs and mRNAs associated with intramuscular fat in pig via WGCNA.

Li W, Yang S, Liu H, Cao Z, Xu F, Ning C BMC Genomics. 2025; 26(1):233.

PMID: 40069611 PMC: 11895181. DOI: 10.1186/s12864-025-11427-x.


Identification of key genes affecting intramuscular fat deposition in pigs using machine learning models.

Shi Y, Wang X, Chen S, Zhao Y, Wang Y, Sheng X Front Genet. 2025; 15():1503148.

PMID: 39834552 PMC: 11743517. DOI: 10.3389/fgene.2024.1503148.


Key co-expressed genes correlated with blood serum parameters of pigs fed with different fatty acid profile diets.

Fanalli S, Gomes J, de Novais F, Gervasio I, Fukumasu H, Moreira G Front Genet. 2024; 15:1394971.

PMID: 39021677 PMC: 11252010. DOI: 10.3389/fgene.2024.1394971.


Investigation of single nucleotide polymorphisms in differentially expressed genes and proteins reveals the genetic basis of skeletal muscle growth differences between Tibetan and Large White pigs.

Xiong H, Zhang Y, Zhao Z Anim Biosci. 2024; 37(12):2021-2032.

PMID: 38938033 PMC: 11541014. DOI: 10.5713/ab.24.0135.


Comprehensive Atlas of Alternative Splicing Reveals NSRP1 Promoting Adipogenesis through .

Liu L, Wang W, Liu W, Li X, Yi G, Adetula A Int J Mol Sci. 2024; 25(5).

PMID: 38474122 PMC: 10932287. DOI: 10.3390/ijms25052874.


References
1.
Marion V, Stoetzel C, Schlicht D, Messaddeq N, Koch M, Flori E . Transient ciliogenesis involving Bardet-Biedl syndrome proteins is a fundamental characteristic of adipogenic differentiation. Proc Natl Acad Sci U S A. 2009; 106(6):1820-5. PMC: 2635307. DOI: 10.1073/pnas.0812518106. View

2.
Anders S, Pyl P, Huber W . HTSeq--a Python framework to work with high-throughput sequencing data. Bioinformatics. 2014; 31(2):166-9. PMC: 4287950. DOI: 10.1093/bioinformatics/btu638. View

3.
Rahhal R, Seto E . Emerging roles of histone modifications and HDACs in RNA splicing. Nucleic Acids Res. 2019; 47(10):4911-4926. PMC: 6547430. DOI: 10.1093/nar/gkz292. View

4.
Zimowska G, Shi J, Munguba G, Jackson M, Alpatov R, Simmons M . Pinin/DRS/memA interacts with SRp75, SRm300 and SRrp130 in corneal epithelial cells. Invest Ophthalmol Vis Sci. 2003; 44(11):4715-23. DOI: 10.1167/iovs.03-0240. View

5.
Szczerbal I, Foster H, Bridger J . The spatial repositioning of adipogenesis genes is correlated with their expression status in a porcine mesenchymal stem cell adipogenesis model system. Chromosoma. 2009; 118(5):647-63. DOI: 10.1007/s00412-009-0225-5. View