单细胞RNA测序数据分析胃炎症-癌转化及益生菌对癌前病变影响的评价

Minmin Hu , Shiyang Xu , Ruofei Xu , Xiangjie Qi , Xiaofeng Yu , Jinqi Wang , Yige Li , Yangyang Liu , Guiran Xi , Junbao Yu , Mei Shi
{"title":"单细胞RNA测序数据分析胃炎症-癌转化及益生菌对癌前病变影响的评价","authors":"Minmin Hu ,&nbsp;Shiyang Xu ,&nbsp;Ruofei Xu ,&nbsp;Xiangjie Qi ,&nbsp;Xiaofeng Yu ,&nbsp;Jinqi Wang ,&nbsp;Yige Li ,&nbsp;Yangyang Liu ,&nbsp;Guiran Xi ,&nbsp;Junbao Yu ,&nbsp;Mei Shi","doi":"10.1016/j.engmic.2025.100208","DOIUrl":null,"url":null,"abstract":"<div><div>Gastric cancer (GC) is the fifth most prevalent malignancy globally. However, its heterogeneity and asymptomatic early-stage development hinder timely diagnosis and effective treatment. Here, we employed single-cell RNA sequencing to delineate the transitional features of pit mucous cells (PMCs) during the gastritis-to-cancer transition and identified 100 core genes. Characterization of the gene set revealed the role of ribosomal protein small subunit and ribosomal protein large subunit in inflammation-to-cancer transition, which promoted ribonucleoprotein complex biogenesis and cytoplasmic translation. External validation using independent cohorts confirmed that this core gene set discriminated disease progression (AUC &gt; 0.7) and was significantly enriched in GC tissues (<em>p</em> &lt; 0.01). Moreover, we evaluated the therapeutic intervention effects of <em>C. butyricum</em> and synbiotics (Weichanghao®) using a rat model of gastritis and demonstrated the targeted suppression of inflammation-to-cancer transition genes. Our findings establish the basis for early diagnosis of GC through PMC-driven molecular dynamics. Additionally, we propose microbiota-based strategies to prevent the inflammation-to-cancer transition in preneoplastic stages. Furthermore, our results highlight that dysbiosis of the gastric microbiome can be addressed using probiotic supplementations and the core gene set may provide labeling for the evaluation of probiotics-based treatment.</div></div>","PeriodicalId":100478,"journal":{"name":"Engineering Microbiology","volume":"5 3","pages":"Article 100208"},"PeriodicalIF":0.0000,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of single-cell RNA sequencing data to examine the gastric inflammation-to-cancer transition and evaluation of the effect of probiotic on precancerous lesions\",\"authors\":\"Minmin Hu ,&nbsp;Shiyang Xu ,&nbsp;Ruofei Xu ,&nbsp;Xiangjie Qi ,&nbsp;Xiaofeng Yu ,&nbsp;Jinqi Wang ,&nbsp;Yige Li ,&nbsp;Yangyang Liu ,&nbsp;Guiran Xi ,&nbsp;Junbao Yu ,&nbsp;Mei Shi\",\"doi\":\"10.1016/j.engmic.2025.100208\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Gastric cancer (GC) is the fifth most prevalent malignancy globally. However, its heterogeneity and asymptomatic early-stage development hinder timely diagnosis and effective treatment. Here, we employed single-cell RNA sequencing to delineate the transitional features of pit mucous cells (PMCs) during the gastritis-to-cancer transition and identified 100 core genes. Characterization of the gene set revealed the role of ribosomal protein small subunit and ribosomal protein large subunit in inflammation-to-cancer transition, which promoted ribonucleoprotein complex biogenesis and cytoplasmic translation. External validation using independent cohorts confirmed that this core gene set discriminated disease progression (AUC &gt; 0.7) and was significantly enriched in GC tissues (<em>p</em> &lt; 0.01). Moreover, we evaluated the therapeutic intervention effects of <em>C. butyricum</em> and synbiotics (Weichanghao®) using a rat model of gastritis and demonstrated the targeted suppression of inflammation-to-cancer transition genes. Our findings establish the basis for early diagnosis of GC through PMC-driven molecular dynamics. Additionally, we propose microbiota-based strategies to prevent the inflammation-to-cancer transition in preneoplastic stages. Furthermore, our results highlight that dysbiosis of the gastric microbiome can be addressed using probiotic supplementations and the core gene set may provide labeling for the evaluation of probiotics-based treatment.</div></div>\",\"PeriodicalId\":100478,\"journal\":{\"name\":\"Engineering Microbiology\",\"volume\":\"5 3\",\"pages\":\"Article 100208\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-05-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Engineering Microbiology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2667370325000220\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Engineering Microbiology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2667370325000220","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

胃癌是全球第五大最常见的恶性肿瘤。然而,其异质性和无症状的早期发展阻碍了及时诊断和有效治疗。在这里,我们使用单细胞RNA测序来描绘胃炎到癌症过渡过程中pit mucous细胞(PMCs)的过渡特征,并鉴定了100个核心基因。该基因组的特征揭示了核糖体蛋白小亚基和核糖体蛋白大亚基在炎症向癌症转化过程中的作用,促进了核糖核蛋白复合物的生物发生和细胞质翻译。使用独立队列的外部验证证实了该核心基因集区分疾病进展(AUC >;0.7),在GC组织中显著富集(p <;0.01)。此外,我们利用大鼠胃炎模型评估了丁酸梭菌和合成制剂(胃肠好®)的治疗干预效果,并证明了其对炎症-癌症过渡基因的靶向抑制。我们的研究结果为通过pmc驱动的分子动力学早期诊断GC奠定了基础。此外,我们提出了基于微生物群的策略来防止肿瘤前阶段的炎症到癌症的转变。此外,我们的研究结果强调,胃微生物群的生态失调可以通过补充益生菌来解决,核心基因集可以为益生菌治疗的评估提供标签。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of single-cell RNA sequencing data to examine the gastric inflammation-to-cancer transition and evaluation of the effect of probiotic on precancerous lesions
Gastric cancer (GC) is the fifth most prevalent malignancy globally. However, its heterogeneity and asymptomatic early-stage development hinder timely diagnosis and effective treatment. Here, we employed single-cell RNA sequencing to delineate the transitional features of pit mucous cells (PMCs) during the gastritis-to-cancer transition and identified 100 core genes. Characterization of the gene set revealed the role of ribosomal protein small subunit and ribosomal protein large subunit in inflammation-to-cancer transition, which promoted ribonucleoprotein complex biogenesis and cytoplasmic translation. External validation using independent cohorts confirmed that this core gene set discriminated disease progression (AUC > 0.7) and was significantly enriched in GC tissues (p < 0.01). Moreover, we evaluated the therapeutic intervention effects of C. butyricum and synbiotics (Weichanghao®) using a rat model of gastritis and demonstrated the targeted suppression of inflammation-to-cancer transition genes. Our findings establish the basis for early diagnosis of GC through PMC-driven molecular dynamics. Additionally, we propose microbiota-based strategies to prevent the inflammation-to-cancer transition in preneoplastic stages. Furthermore, our results highlight that dysbiosis of the gastric microbiome can be addressed using probiotic supplementations and the core gene set may provide labeling for the evaluation of probiotics-based treatment.
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
CiteScore
3.90
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:604180095
Book学术官方微信