通过芯片分析揭示大肠杆菌菌株对结直肠癌细胞基因表达的影响

Ayşegül Yılmaz
{"title":"通过芯片分析揭示大肠杆菌菌株对结直肠癌细胞基因表达的影响","authors":"Ayşegül Yılmaz","doi":"10.14744/lhhs.2023.70003","DOIUrl":null,"url":null,"abstract":"Introduction: Various studies have demonstrated a clear link between mucosa-adherent Escherichia coli and colorectal cancer (CRC). This in silico study aims to identify commonly differentially expressed genes in CRC cells treated with distinct E. coli strains, regardless of their pathogenicity. Methods: The raw data from the GEO database were normalized with the Affy package in the R software. We used computational methods (limma analysis, linear regression analysis, hierarchical clustering, and gene set enrichment analysis) to identify the transcriptome alterations induced by E. coli O:157.H7 and E. coli K-12 strains. Results: Out of the 80 genes that were significantly differentially expressed in both E. coli-treated groups, only three genes (HIST1H4E, JUN, and TMEM267) demonstrated a high correlation (r>0.9) with the incubation time. TMEM267 is downregulated as the incubation time increases whereas HIST1H4E and JUN become upregulated. In addition, we determined nine common genesets that were significantly enriched in the Caco2 cell line after treatment either with E.coli O:157.H7 or K-12 strains. Discussion and Conclusion: In this study, the changes in gene expressions resulting from the treatment of colon cancer cells with different E. coli strains were investigated. These findings highlight the potential impact of E. coli on cancer development and suggest that certain genes may play a role in mediating the effects of E. coli in the context of CRC. Further research is warranted to elucidate the underlying mechanisms and specific pathways involved in the interactions between E. coli and cancer cells.","PeriodicalId":187470,"journal":{"name":"Lokman Hekim Health Sciences","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unraveling the Influence of Escherichia coli Strains on Gene Expression in Colorectal Cancer Cells through in Silico Analysis\",\"authors\":\"Ayşegül Yılmaz\",\"doi\":\"10.14744/lhhs.2023.70003\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Introduction: Various studies have demonstrated a clear link between mucosa-adherent Escherichia coli and colorectal cancer (CRC). This in silico study aims to identify commonly differentially expressed genes in CRC cells treated with distinct E. coli strains, regardless of their pathogenicity. Methods: The raw data from the GEO database were normalized with the Affy package in the R software. We used computational methods (limma analysis, linear regression analysis, hierarchical clustering, and gene set enrichment analysis) to identify the transcriptome alterations induced by E. coli O:157.H7 and E. coli K-12 strains. Results: Out of the 80 genes that were significantly differentially expressed in both E. coli-treated groups, only three genes (HIST1H4E, JUN, and TMEM267) demonstrated a high correlation (r>0.9) with the incubation time. TMEM267 is downregulated as the incubation time increases whereas HIST1H4E and JUN become upregulated. In addition, we determined nine common genesets that were significantly enriched in the Caco2 cell line after treatment either with E.coli O:157.H7 or K-12 strains. Discussion and Conclusion: In this study, the changes in gene expressions resulting from the treatment of colon cancer cells with different E. coli strains were investigated. These findings highlight the potential impact of E. coli on cancer development and suggest that certain genes may play a role in mediating the effects of E. coli in the context of CRC. Further research is warranted to elucidate the underlying mechanisms and specific pathways involved in the interactions between E. coli and cancer cells.\",\"PeriodicalId\":187470,\"journal\":{\"name\":\"Lokman Hekim Health Sciences\",\"volume\":\"11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Lokman Hekim Health Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.14744/lhhs.2023.70003\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Lokman Hekim Health Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.14744/lhhs.2023.70003","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

本文章由计算机程序翻译,如有差异,请以英文原文为准。
Unraveling the Influence of Escherichia coli Strains on Gene Expression in Colorectal Cancer Cells through in Silico Analysis
Introduction: Various studies have demonstrated a clear link between mucosa-adherent Escherichia coli and colorectal cancer (CRC). This in silico study aims to identify commonly differentially expressed genes in CRC cells treated with distinct E. coli strains, regardless of their pathogenicity. Methods: The raw data from the GEO database were normalized with the Affy package in the R software. We used computational methods (limma analysis, linear regression analysis, hierarchical clustering, and gene set enrichment analysis) to identify the transcriptome alterations induced by E. coli O:157.H7 and E. coli K-12 strains. Results: Out of the 80 genes that were significantly differentially expressed in both E. coli-treated groups, only three genes (HIST1H4E, JUN, and TMEM267) demonstrated a high correlation (r>0.9) with the incubation time. TMEM267 is downregulated as the incubation time increases whereas HIST1H4E and JUN become upregulated. In addition, we determined nine common genesets that were significantly enriched in the Caco2 cell line after treatment either with E.coli O:157.H7 or K-12 strains. Discussion and Conclusion: In this study, the changes in gene expressions resulting from the treatment of colon cancer cells with different E. coli strains were investigated. These findings highlight the potential impact of E. coli on cancer development and suggest that certain genes may play a role in mediating the effects of E. coli in the context of CRC. Further research is warranted to elucidate the underlying mechanisms and specific pathways involved in the interactions between E. coli and cancer cells.
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