一项全面的多组学分析揭示了肠道微生物群与胰腺癌之间的关系。

IF 4 2区 生物学 Q2 MICROBIOLOGY
Frontiers in Microbiology Pub Date : 2025-05-01 eCollection Date: 2025-01-01 DOI:10.3389/fmicb.2025.1592549
Yang Han, Biyang Cao, Jiayue Tang, Jing Wang
{"title":"一项全面的多组学分析揭示了肠道微生物群与胰腺癌之间的关系。","authors":"Yang Han, Biyang Cao, Jiayue Tang, Jing Wang","doi":"10.3389/fmicb.2025.1592549","DOIUrl":null,"url":null,"abstract":"<p><p>Pancreatic cancer is one of the most lethal malignant neoplasms. Pancreatic cancer is related to gut microbiota, but the associations between its treatment and microbial abundance as well as genetic variations remain unclear. In this study, we collected fecal samples from 58 pancreatic cancer patients including 43 pancreatic ductal adenocarcinoma (PDAC) and 15 non-PDAC, and 40 healthy controls, and shotgun metagenomic sequencing and untargeted metabolome analysis were conducted. PDAC patients were divided into five groups according to treatment and tumor location, including treatment-naive (UT), chemotherapy (CT), surgery combined with chemotherapy (SCT), Head, and body/tail (Tail) groups. Multivariate association analysis revealed that both CT and SCT were associated with increased abundance of <i>Lactobacillus gasseri</i> and <i>Streptococcus equinus</i>. The microbial single nucleotide polymorphisms (SNPs) densities of <i>Streptococcus salivarius</i>, <i>Streptococcus vestibularis</i> and <i>Streptococcus thermophilus</i> were positively associated with CT, while <i>Lachnospiraceae bacterium 2_1_58FAA</i> was positively associated with Head group. Compared with Tail group, the Head group showed positive associations with opportunistic pathogens, such as <i>Escherichia coli</i>, <i>Shigella sonnei</i> and <i>Shigella flexneri.</i> We assembled 424 medium-quality non-redundant metagenome-assembled genomes (nrMAGs) and 276 high-quality nrMAGs. In CT group, indole-3-acetic acid, capsaicin, sinigrin, chenodeoxycholic acid, and glycerol-3-phosphate were increased, and the accuracy of the model based on fecal metabolites reached 0.77 in distinguishing healthy controls and patients. This study identifies the associations between pancreatic cancer treatment and gut microbiota as well as its metabolites, reveals bacterial SNPs are related to tumor location, and extends our knowledge of gut microbiota and pancreatic cancer.</p>","PeriodicalId":12466,"journal":{"name":"Frontiers in Microbiology","volume":"16 ","pages":"1592549"},"PeriodicalIF":4.0000,"publicationDate":"2025-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12078283/pdf/","citationCount":"0","resultStr":"{\"title\":\"A comprehensive multi-omics analysis uncovers the associations between gut microbiota and pancreatic cancer.\",\"authors\":\"Yang Han, Biyang Cao, Jiayue Tang, Jing Wang\",\"doi\":\"10.3389/fmicb.2025.1592549\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Pancreatic cancer is one of the most lethal malignant neoplasms. Pancreatic cancer is related to gut microbiota, but the associations between its treatment and microbial abundance as well as genetic variations remain unclear. In this study, we collected fecal samples from 58 pancreatic cancer patients including 43 pancreatic ductal adenocarcinoma (PDAC) and 15 non-PDAC, and 40 healthy controls, and shotgun metagenomic sequencing and untargeted metabolome analysis were conducted. PDAC patients were divided into five groups according to treatment and tumor location, including treatment-naive (UT), chemotherapy (CT), surgery combined with chemotherapy (SCT), Head, and body/tail (Tail) groups. Multivariate association analysis revealed that both CT and SCT were associated with increased abundance of <i>Lactobacillus gasseri</i> and <i>Streptococcus equinus</i>. The microbial single nucleotide polymorphisms (SNPs) densities of <i>Streptococcus salivarius</i>, <i>Streptococcus vestibularis</i> and <i>Streptococcus thermophilus</i> were positively associated with CT, while <i>Lachnospiraceae bacterium 2_1_58FAA</i> was positively associated with Head group. Compared with Tail group, the Head group showed positive associations with opportunistic pathogens, such as <i>Escherichia coli</i>, <i>Shigella sonnei</i> and <i>Shigella flexneri.</i> We assembled 424 medium-quality non-redundant metagenome-assembled genomes (nrMAGs) and 276 high-quality nrMAGs. In CT group, indole-3-acetic acid, capsaicin, sinigrin, chenodeoxycholic acid, and glycerol-3-phosphate were increased, and the accuracy of the model based on fecal metabolites reached 0.77 in distinguishing healthy controls and patients. This study identifies the associations between pancreatic cancer treatment and gut microbiota as well as its metabolites, reveals bacterial SNPs are related to tumor location, and extends our knowledge of gut microbiota and pancreatic cancer.</p>\",\"PeriodicalId\":12466,\"journal\":{\"name\":\"Frontiers in Microbiology\",\"volume\":\"16 \",\"pages\":\"1592549\"},\"PeriodicalIF\":4.0000,\"publicationDate\":\"2025-05-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12078283/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Frontiers in Microbiology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.3389/fmicb.2025.1592549\",\"RegionNum\":2,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Microbiology","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.3389/fmicb.2025.1592549","RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

胰腺癌是最致命的恶性肿瘤之一。胰腺癌与肠道微生物群有关,但其治疗与微生物丰度以及遗传变异之间的关系尚不清楚。在本研究中,我们收集了58例胰腺癌患者的粪便样本,其中43例胰腺导管腺癌(PDAC)和15例非PDAC,以及40例健康对照,并进行了鸟枪宏基因组测序和非靶向代谢组分析。PDAC患者根据治疗方法及肿瘤部位分为5组,分别为初治组(UT)、化疗组(CT)、手术联合化疗组(SCT)、头组和体尾组(tail)。多因素关联分析显示,CT和SCT均与产气乳杆菌和马链球菌丰度增加有关。唾液链球菌、前庭链球菌和嗜热链球菌的微生物单核苷酸多态性(snp)密度与CT组呈正相关,毛缕菌科细菌2_1_58FAA与Head组呈正相关。与Tail组相比,Head组与大肠杆菌、sonnei志贺氏菌和flexneri志贺氏菌等条件致病菌呈正相关。我们组装了424个中等质量的非冗余宏基因组组装基因组(nrMAGs)和276个高质量的nrMAGs。CT组吲哚-3-乙酸、辣椒素、紫花蓟素、鹅去氧胆酸、甘油-3-磷酸增加,基于粪便代谢物的模型区分健康对照和患者的准确率达到0.77。本研究确定了胰腺癌治疗与肠道微生物群及其代谢物之间的关系,揭示了细菌snp与肿瘤位置相关,扩展了我们对肠道微生物群和胰腺癌的认识。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A comprehensive multi-omics analysis uncovers the associations between gut microbiota and pancreatic cancer.

Pancreatic cancer is one of the most lethal malignant neoplasms. Pancreatic cancer is related to gut microbiota, but the associations between its treatment and microbial abundance as well as genetic variations remain unclear. In this study, we collected fecal samples from 58 pancreatic cancer patients including 43 pancreatic ductal adenocarcinoma (PDAC) and 15 non-PDAC, and 40 healthy controls, and shotgun metagenomic sequencing and untargeted metabolome analysis were conducted. PDAC patients were divided into five groups according to treatment and tumor location, including treatment-naive (UT), chemotherapy (CT), surgery combined with chemotherapy (SCT), Head, and body/tail (Tail) groups. Multivariate association analysis revealed that both CT and SCT were associated with increased abundance of Lactobacillus gasseri and Streptococcus equinus. The microbial single nucleotide polymorphisms (SNPs) densities of Streptococcus salivarius, Streptococcus vestibularis and Streptococcus thermophilus were positively associated with CT, while Lachnospiraceae bacterium 2_1_58FAA was positively associated with Head group. Compared with Tail group, the Head group showed positive associations with opportunistic pathogens, such as Escherichia coli, Shigella sonnei and Shigella flexneri. We assembled 424 medium-quality non-redundant metagenome-assembled genomes (nrMAGs) and 276 high-quality nrMAGs. In CT group, indole-3-acetic acid, capsaicin, sinigrin, chenodeoxycholic acid, and glycerol-3-phosphate were increased, and the accuracy of the model based on fecal metabolites reached 0.77 in distinguishing healthy controls and patients. This study identifies the associations between pancreatic cancer treatment and gut microbiota as well as its metabolites, reveals bacterial SNPs are related to tumor location, and extends our knowledge of gut microbiota and pancreatic cancer.

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
7.70
自引率
9.60%
发文量
4837
审稿时长
14 weeks
期刊介绍: Frontiers in Microbiology is a leading journal in its field, publishing rigorously peer-reviewed research across the entire spectrum of microbiology. Field Chief Editor Martin G. Klotz at Washington State University is supported by an outstanding Editorial Board of international researchers. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide.
×
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