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

IF 2 3区 生物学 Q3 BIOTECHNOLOGY & APPLIED MICROBIOLOGY Journal of Applied Genetics Pub Date : 2024-11-15 DOI:10.1007/s13353-024-00912-w
C S Pareek, M Sachajko, G Kalra, S Sultana, A Szostak, K Chalaskiewicz, K Kepka-Borkowska, E Poławska, M Ogłuszka, D Pierzchała, R Starzyński, H Taniguchi, E Juszczuk-Kubiak, A Lepczyński, B Ślaska, W Kozera, U Czarnik, P Wysocki, H N Kadarmideen, M F W Te Pas, J Szyda, M Pierzchała
{"title":"Identification of trait-associated microRNA modules in liver transcriptome of pig fed with PUFAs-enriched supplementary diet.","authors":"C S Pareek, M Sachajko, G Kalra, S Sultana, A Szostak, K Chalaskiewicz, K Kepka-Borkowska, E Poławska, M Ogłuszka, D Pierzchała, R Starzyński, H Taniguchi, E Juszczuk-Kubiak, A Lepczyński, B Ślaska, W Kozera, U Czarnik, P Wysocki, H N Kadarmideen, M F W Te Pas, J Szyda, M Pierzchała","doi":"10.1007/s13353-024-00912-w","DOIUrl":null,"url":null,"abstract":"<p><p>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.</p>","PeriodicalId":14891,"journal":{"name":"Journal of Applied Genetics","volume":" ","pages":""},"PeriodicalIF":2.0000,"publicationDate":"2024-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Applied Genetics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1007/s13353-024-00912-w","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

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.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
鉴定饲喂富含 PUFA 补充日粮的猪肝脏转录组中与性状相关的 microRNA 模块。
日粮中的脂质可提供能量,是细胞结构的组成部分,并参与生理过程。脂类是猪补充日粮实验中的日粮来源。本研究旨在调查两种日粮中 PUFA 对两种猪种肝脏转录组和生理途径的影响。用正常日粮(n = 3)或富含 PUFAs 的健康日粮(n = 3)饲喂波兰陆地猪(PL:n = 6)和 6 头 PLxDuroc 猪(PLxD:n = 6),研究肝脏 miRNA 图谱,进行加权基因共表达网络分析基因网络与 DE miRNA 基因代谢途径之间的生物相互作用。研究确定了与 PL 和 PLxD 两组饮食中的四个表型性状显著相关的性状相关模块:肉色(a*)、肩部皮下脂肪厚度、死后 24 小时电导率(PE24)和灰分。从性状上看,在 PL 和 PLxD 的这些性状相关重要模块(9、7、2 和 8)中发现了猪肝的大量共表达 miRNA。每个模块都有一个模块基因(ME)。在 94 个 miRNA 中,有 44 个与 6719 个具有统计学意义的目标基因发生了相互作用,其目标得分大于 90。GO/通路分析表明,miRNA 与金属肽酶活性调控、皮脂腺发育、胶原纤维组织、WNT 信号传导、上皮管形态发生等通路存在关联。研究显示,PL 和 PLxD 品种的日粮组 miRNA 表达存在差异。发现的miRNA簇的中枢基因可视为与PE24、肉色、肩部皮下脂肪厚度和灰分相关的预测miRNA基因。发现的miRNA群目标基因在生物功能中发挥着重要作用,如(i)肌肉和身体生长发育,(ii)不同的细胞过程和发育,(iii)系统发育,以及(iv)新陈代谢过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Journal of Applied Genetics
Journal of Applied Genetics 生物-生物工程与应用微生物
CiteScore
4.30
自引率
4.20%
发文量
62
审稿时长
6-12 weeks
期刊介绍: The Journal of Applied Genetics is an international journal on genetics and genomics. It publishes peer-reviewed original papers, short communications (including case reports) and review articles focused on the research of applicative aspects of plant, human, animal and microbial genetics and genomics.
期刊最新文献
QTL mapping of Fusarium ear rot resistance using genotyping by target sequencing (GBTS) in maize. Correction to: The analysis of transcriptomic signature of TNBC-searching for the potential RNA‑based predictive biomarkers to determine the chemotherapy sensitivity. Bioinformatics to analyze the differentially expressed genes in different degrees of Alzheimer's disease and their roles in progress of the disease. Assessing cytotoxicity and endoplasmic reticulum stress in human blood-brain barrier cells due to silver and copper oxide nanoparticles. Genomic Profiling Reveals Immune-Related Gene Differences in Lung Cancer Patients Stratified by PD1/PDL1 Expression: Implications for Immunotherapy Efficacy.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1