人类肝脏发育过程中circRNA表达谱和枢纽基因的综合筛选。

Annals of medicine Pub Date : 2025-12-01 Epub Date: 2025-04-25 DOI:10.1080/07853890.2025.2497111
Si Ying Li, Shu Ting Liu, Chen Yi Wang, Yu Zuo Bai, Zheng Wei Yuan, Xiao Bing Tang
{"title":"人类肝脏发育过程中circRNA表达谱和枢纽基因的综合筛选。","authors":"Si Ying Li, Shu Ting Liu, Chen Yi Wang, Yu Zuo Bai, Zheng Wei Yuan, Xiao Bing Tang","doi":"10.1080/07853890.2025.2497111","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Understanding the expression of non-coding RNA in the liver during embryonic development provides important insights into liver diseases. Therefore, we investigated circular RNA (circRNA) roles in human liver development, an unexplored research domain.</p><p><strong>Methods: </strong>Using high-throughput sequencing and bioinformatics, we analysed foetal liver samples across developmental stages (7-20 weeks post-conception). Differentially expressed (DE) genes were identified and subjected to enrichment analysis using Gene Ontology (GO), Kyoto Encyclopaedia of Genes and Genomes (KEGG), and Disease Ontology (DO). Modular analysis was performed using the Search Tool for Retrieval of Interacting Genes (STRING), followed by construction of a protein-protein interaction (PPI) network using Cytoscape software. The key genes were screened using Molecular Complex Detection (MCODE). The mRNA levels of hub genes were validated using quantitative reverse transcription polymerase chain reaction (qRT-PCR).</p><p><strong>Results: </strong>There were 645 DE circRNAs and 5,145 DE mRNAs between human livers at the three growth stages (HB, EH, and LH). It was found that the activity of circRNAs was boosted remarkably in the hepatoblastic stage. Enrichment analysis found they mainly involved in nervous system regulation of liver function, embryonic organ development and digestive system development. In addition, DE circRNAs were primarily involved in the PI3K-AKT, MAPK and calcium pathways, potentially contributing to adult liver diseases. Notably, only hsa_circ_001471 and novel_circ_017382 were simultaneously identified at all stages and were persistently downregulated. A co-expression regulatory network involving these circRNAs was established. Three hub genes (LGR5, FOXL1 and RSPO3) were identified from the PPI network of 167 genes and may play key roles in human liver development. The RT-qPCR validation results were in agreement with the sequencing data.</p><p><strong>Conclusions: </strong>Our findings provide the first insights into the roles and regulatory networks of circRNAs in human liver development, laying the groundwork for further investigations of molecular and signalling networks.</p>","PeriodicalId":93874,"journal":{"name":"Annals of medicine","volume":"57 1","pages":"2497111"},"PeriodicalIF":0.0000,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12035923/pdf/","citationCount":"0","resultStr":"{\"title\":\"Comprehensive circRNA expression profile and hub genes screening during human liver development.\",\"authors\":\"Si Ying Li, Shu Ting Liu, Chen Yi Wang, Yu Zuo Bai, Zheng Wei Yuan, Xiao Bing Tang\",\"doi\":\"10.1080/07853890.2025.2497111\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Understanding the expression of non-coding RNA in the liver during embryonic development provides important insights into liver diseases. Therefore, we investigated circular RNA (circRNA) roles in human liver development, an unexplored research domain.</p><p><strong>Methods: </strong>Using high-throughput sequencing and bioinformatics, we analysed foetal liver samples across developmental stages (7-20 weeks post-conception). Differentially expressed (DE) genes were identified and subjected to enrichment analysis using Gene Ontology (GO), Kyoto Encyclopaedia of Genes and Genomes (KEGG), and Disease Ontology (DO). Modular analysis was performed using the Search Tool for Retrieval of Interacting Genes (STRING), followed by construction of a protein-protein interaction (PPI) network using Cytoscape software. The key genes were screened using Molecular Complex Detection (MCODE). The mRNA levels of hub genes were validated using quantitative reverse transcription polymerase chain reaction (qRT-PCR).</p><p><strong>Results: </strong>There were 645 DE circRNAs and 5,145 DE mRNAs between human livers at the three growth stages (HB, EH, and LH). It was found that the activity of circRNAs was boosted remarkably in the hepatoblastic stage. Enrichment analysis found they mainly involved in nervous system regulation of liver function, embryonic organ development and digestive system development. In addition, DE circRNAs were primarily involved in the PI3K-AKT, MAPK and calcium pathways, potentially contributing to adult liver diseases. Notably, only hsa_circ_001471 and novel_circ_017382 were simultaneously identified at all stages and were persistently downregulated. A co-expression regulatory network involving these circRNAs was established. Three hub genes (LGR5, FOXL1 and RSPO3) were identified from the PPI network of 167 genes and may play key roles in human liver development. The RT-qPCR validation results were in agreement with the sequencing data.</p><p><strong>Conclusions: </strong>Our findings provide the first insights into the roles and regulatory networks of circRNAs in human liver development, laying the groundwork for further investigations of molecular and signalling networks.</p>\",\"PeriodicalId\":93874,\"journal\":{\"name\":\"Annals of medicine\",\"volume\":\"57 1\",\"pages\":\"2497111\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12035923/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Annals of medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/07853890.2025.2497111\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/4/25 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/07853890.2025.2497111","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/4/25 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景:了解胚胎发育过程中肝脏中非编码RNA的表达为肝脏疾病的研究提供了重要的见解。因此,我们研究了环状RNA (circRNA)在人类肝脏发育中的作用,这是一个尚未开发的研究领域。方法:利用高通量测序和生物信息学,我们分析了不同发育阶段(受孕后7-20周)的胎儿肝脏样本。利用基因本体(GO)、京都基因与基因组百科全书(KEGG)和疾病本体(DO)对差异表达(DE)基因进行鉴定和富集分析。使用相互作用基因检索工具(STRING)进行模块化分析,然后使用Cytoscape软件构建蛋白质-蛋白质相互作用(PPI)网络。采用分子复合物检测(MCODE)技术筛选关键基因。采用定量反转录聚合酶链反应(qRT-PCR)验证枢纽基因mRNA水平。结果:在三个生长阶段(HB、EH和LH),人类肝脏之间存在645个DE circrna和5145个DE mrna。结果发现,环状rna的活性在肝母细胞阶段显著增强。富集分析发现它们主要参与肝功能、胚胎器官发育和消化系统发育的神经系统调节。此外,DE circrna主要参与PI3K-AKT、MAPK和钙通路,可能导致成人肝脏疾病。值得注意的是,只有hsa_circ_001471和novel_circ_017382在所有阶段同时被发现并持续下调。建立了涉及这些circrna的共表达调控网络。从167个基因的PPI网络中鉴定出三个枢纽基因(LGR5、FOXL1和RSPO3),它们可能在人类肝脏发育中发挥关键作用。RT-qPCR验证结果与测序数据一致。结论:我们的研究结果首次揭示了环状rna在人类肝脏发育中的作用和调控网络,为进一步研究分子和信号网络奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comprehensive circRNA expression profile and hub genes screening during human liver development.

Background: Understanding the expression of non-coding RNA in the liver during embryonic development provides important insights into liver diseases. Therefore, we investigated circular RNA (circRNA) roles in human liver development, an unexplored research domain.

Methods: Using high-throughput sequencing and bioinformatics, we analysed foetal liver samples across developmental stages (7-20 weeks post-conception). Differentially expressed (DE) genes were identified and subjected to enrichment analysis using Gene Ontology (GO), Kyoto Encyclopaedia of Genes and Genomes (KEGG), and Disease Ontology (DO). Modular analysis was performed using the Search Tool for Retrieval of Interacting Genes (STRING), followed by construction of a protein-protein interaction (PPI) network using Cytoscape software. The key genes were screened using Molecular Complex Detection (MCODE). The mRNA levels of hub genes were validated using quantitative reverse transcription polymerase chain reaction (qRT-PCR).

Results: There were 645 DE circRNAs and 5,145 DE mRNAs between human livers at the three growth stages (HB, EH, and LH). It was found that the activity of circRNAs was boosted remarkably in the hepatoblastic stage. Enrichment analysis found they mainly involved in nervous system regulation of liver function, embryonic organ development and digestive system development. In addition, DE circRNAs were primarily involved in the PI3K-AKT, MAPK and calcium pathways, potentially contributing to adult liver diseases. Notably, only hsa_circ_001471 and novel_circ_017382 were simultaneously identified at all stages and were persistently downregulated. A co-expression regulatory network involving these circRNAs was established. Three hub genes (LGR5, FOXL1 and RSPO3) were identified from the PPI network of 167 genes and may play key roles in human liver development. The RT-qPCR validation results were in agreement with the sequencing data.

Conclusions: Our findings provide the first insights into the roles and regulatory networks of circRNAs in human liver development, laying the groundwork for further investigations of molecular and signalling networks.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信