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

生物 转录组 小RNA 基因 Wnt信号通路 多不饱和脂肪酸 数量性状位点 表型 遗传学 特质 基因表达 脂肪酸 生物化学 计算机科学 程序设计语言
作者
Chandra S. Pareek,Mateusz Sachajko,Gunjan Kalra,Sabira Sultana,Agnieszka Szostak,Katarzyna Chałaśkiewicz,K. Kepka-Borkowska,Ewa Poławska,Magdalena Ogłuszka,Dariusz Pierzchała,Rafał R. Starzyński,Hiroaki Taniguchi,Edyta Juszczuk‐Kubiak,Adam Lepczyński,Brygida Ślaska,W. Kozera,U. Czarnik,Piotr J. Wysocki,Haja N. Kadarmideen,M.F.W. te Pas,Joanna Szyda,Mariusz Pierzchała
出处
期刊:Journal of Applied Genetics [Springer Nature]
标识
DOI:10.1007/s13353-024-00912-w
摘要

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.
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