Identification of trait-associated microRNA modules in liver transcriptome of pig fed with PUFAs-enriched supplementary diet

Dietary lipids provide energy, are cellular structural components, and are involved in physiological processes. Lipids are the dietary source in supplementary diet experiments in pigs. This study aims to investigate the dietary effects of PUFAs on the hepatic transcriptome and physiological pathways of two diets on two pig breeds. Polish Landrace (PL: n = 6) and six PLxDuroc (PLxD: n = 6) pigs were fed with a normal diet (n = 3) or PUFAs-enriched healthy diet (n = 3), and the hepatic miRNA profiles were studied for weighted gene co-expression network analysis biological interactions between gene networks and metabolic pathways of DE miRNA genes. The study identified trait-associated modules that were significantly associated with four phenotypic traits in the dietary groups of PL and PLxD: meat colour (a*), shoulder subcutaneous fat thickness, conductivity 24 h post-mortem (PE24), and ashes. Trait-wise, a large set of co-expressed miRNAs of porcine liver were identified in these trait-associated significant modules (9, 7, 2, and 8) in PL and PLxD. Each module is represented by a module eigengene (ME). Forty-four miRNAs out of 94 miRNAs interacted with 6719 statistically significant target genes with a target score > 90. The GO/pathway analysis showed association with pathways including regulation of metallopeptidase activity, sebaceous gland development, collagen fibril organization, WNT signalling, epithelial tube morphogenesis, etc. The study showed the differences in miRNA expression between the dietary groups of PL and PLxD breeds. Hub genes of discovered miRNA clusters can be considered predicted miRNA genes associated with PE24, meat colour, shoulder subcutaneous fat thickness, and ashes. Discovered target genes for miRNA clusters play significant roles in biological functions such as (i) muscle and body growth development, (ii) different cellular processes and developments, (iii) system development, and (iv) metabolic processes.

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Publication Details

Journal
Journal of Applied Genetics
Published
2024-11-15
DOI
https://doi.org/10.1007/s13353-024-00912-w
Citations
1
Primary Topic
MicroRNA in disease regulation
Type
article
Field-Weighted Citation Impact
0.29

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article

Identification of trait-associated microRNA modules in liver transcriptome of pig fed with PUFAs-enriched supplementary diet

Magdalena Ogłuszka, Mateusz Sachajko, Dariusz Pierzchała, Hiroaki Taniguchi et al.
1 citations
Journal of Applied Genetics
MicroRNA in disease regulation
0.29
article

Identification of trait-associated microRNA modules in liver transcriptome of pig fed with PUFAs-enriched supplementary diet

Magdalena Ogłuszka, Mateusz Sachajko, Dariusz Pierzchała, Hiroaki Taniguchi, Rafał R. Starzyński, Haja N. Kadarmideen, Joanna Szyda, Gunjan Kalra, Katarzyna Chałaśkiewicz, U. Czarnik, Chandra S. Pareek, Mariusz Pierzchała, Adam Lepczyński, Edyta Juszczuk‐Kubiak, M.F.W. te Pas, Brygida Ślaska, Piotr Jan Wysocki, Agnieszka Szostak, Ewa Poławska, Sabira Sultana, W. Kozera, Katarzyna Kępka-Borkowska
article en
1 citations

Abstract

Dietary lipids provide energy, are cellular structural components, and are involved in physiological processes. Lipids are the dietary source in supplementary diet experiments in pigs. This study aims to investigate the dietary effects of PUFAs on the hepatic transcriptome and physiological pathways of two diets on two pig breeds. Polish Landrace (PL: n = 6) and six PLxDuroc (PLxD: n = 6) pigs were fed with a normal diet (n = 3) or PUFAs-enriched healthy diet (n = 3), and the hepatic miRNA profiles were studied for weighted gene co-expression network analysis biological interactions between gene networks and metabolic pathways of DE miRNA genes. The study identified trait-associated modules that were significantly associated with four phenotypic traits in the dietary groups of PL and PLxD: meat colour (a*), shoulder subcutaneous fat thickness, conductivity 24 h post-mortem (PE24), and ashes. Trait-wise, a large set of co-expressed miRNAs of porcine liver were identified in these trait-associated significant modules (9, 7, 2, and 8) in PL and PLxD. Each module is represented by a module eigengene (ME). Forty-four miRNAs out of 94 miRNAs interacted with 6719 statistically significant target genes with a target score > 90. The GO/pathway analysis showed association with pathways including regulation of metallopeptidase activity, sebaceous gland development, collagen fibril organization, WNT signalling, epithelial tube morphogenesis, etc. The study showed the differences in miRNA expression between the dietary groups of PL and PLxD breeds. Hub genes of discovered miRNA clusters can be considered predicted miRNA genes associated with PE24, meat colour, shoulder subcutaneous fat thickness, and ashes. Discovered target genes for miRNA clusters play significant roles in biological functions such as (i) muscle and body growth development, (ii) different cellular processes and developments, (iii) system development, and (iv) metabolic processes.

Journal of Applied GeneticsVol. 66(2)
West Pomeranian University of Technology in Szczecin (PL), University of Life Sciences in Lublin (PL), Aarhus University (DK), Wrocław University of Environmental and Life Sciences (PL), Nicolaus Copernicus University (PL), Institute of Genetics and Animal Biotechnology of the Polish Academy of Sciences (PL), Institute of Agricultural and Food Biotechnology (PL), Université Mohammed VI Polytechnique (MA), The Maria Sklodowska-Curie National Research Institute of Oncology (PL), University of Warmia and Mazury in Olsztyn (PL), Wageningen University & Research (NL), Polish Academy of Sciences (PL)
Narodowe Centrum Nauki
Openalex Percentile: Top 38%
MicroRNA in disease regulation
0.29
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