Dynamics of intestinal and intratumoral microbiome signatures in genetically engineered mice and human pancreatic ductal adenocarcinoma
Emerging evidence has recently revealed a prominent role of the microbiome in pancreatic ductal adenocarcinoma (PDAC). However, while most observations were made in patients, mouse models still require a precise characterization of their disease-related microbiome to employ them for mechanistic and...
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Veröffentlicht in: | Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] 2023-09, Vol.23 (6), p.663-673 |
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container_title | Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] |
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creator | Pfisterer, Nina Ammer-Herrmenau, Christoph Antweiler, Kai Küffer, Stefan Ellenrieder, Volker Neesse, Albrecht |
description | Emerging evidence has recently revealed a prominent role of the microbiome in pancreatic ductal adenocarcinoma (PDAC). However, while most observations were made in patients, mouse models still require a precise characterization of their disease-related microbiome to employ them for mechanistic and interventional preclinical studies.
To investigate the fecal and tumoral microbiome of LSL-KrasG12D/+;LSL-Trp53R172H/+;Pdx-1-Cre (KPC) and control (CTRL) mice, Oxford Nanopore sequencing was applied. Feces were collected from 10 KPC mice and 10 CTRLs at 3 timepoints (6 weeks, 12 weeks, and when tumor-bearing (KPC) or 6 months (CTRL), respectively). Metagenomic sequencing was performed on feces DNA. KPC tumor and healthy pancreas DNA samples were subjected to 16S rRNA gene sequencing. Bacterial marker components were detected in KPC tumor tissue over time by fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC).
Murine fecal samples showed a significantly different microbiome compared to age-matched healthy CTRLs regarding beta diversity (p = 0.001, R2 = 0.2–0.25 for Bray-Curtis). Adjusted human PDAC classifiers predicted disease status from feces of KPC mice achieving area under the receiver operating characteristic (AUROC) values of 80%. Furthermore, KPC tumors harbored significantly more bacterial components than healthy pancreas. Also the microbial composition differs significantly between KPC tumors and healthy pancreas tissue (p = 0.042 for Bray-Curtis). Microbiota found highly abundant in human PDAC samples were considerably more abundant in KPC tumors as compared to healthy pancreas samples (p-value |
doi_str_mv | 10.1016/j.pan.2023.07.008 |
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To investigate the fecal and tumoral microbiome of LSL-KrasG12D/+;LSL-Trp53R172H/+;Pdx-1-Cre (KPC) and control (CTRL) mice, Oxford Nanopore sequencing was applied. Feces were collected from 10 KPC mice and 10 CTRLs at 3 timepoints (6 weeks, 12 weeks, and when tumor-bearing (KPC) or 6 months (CTRL), respectively). Metagenomic sequencing was performed on feces DNA. KPC tumor and healthy pancreas DNA samples were subjected to 16S rRNA gene sequencing. Bacterial marker components were detected in KPC tumor tissue over time by fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC).
Murine fecal samples showed a significantly different microbiome compared to age-matched healthy CTRLs regarding beta diversity (p = 0.001, R2 = 0.2–0.25 for Bray-Curtis). Adjusted human PDAC classifiers predicted disease status from feces of KPC mice achieving area under the receiver operating characteristic (AUROC) values of 80%. Furthermore, KPC tumors harbored significantly more bacterial components than healthy pancreas. Also the microbial composition differs significantly between KPC tumors and healthy pancreas tissue (p = 0.042 for Bray-Curtis). Microbiota found highly abundant in human PDAC samples were considerably more abundant in KPC tumors as compared to healthy pancreas samples (p-value <0.001).
KPC fecal samples show similarities with the microbial composition of stool samples from human PDAC patients.</description><identifier>ISSN: 1424-3903</identifier><identifier>EISSN: 1424-3911</identifier><identifier>DOI: 10.1016/j.pan.2023.07.008</identifier><identifier>PMID: 37541802</identifier><language>eng</language><publisher>Switzerland: Elsevier B.V</publisher><subject>Animals ; Carcinoma, Pancreatic Ductal - genetics ; Carcinoma, Pancreatic Ductal - pathology ; Disease Models, Animal ; Humans ; In Situ Hybridization, Fluorescence ; KPC mouse model ; Mice ; Microbiome ; Microbiota - genetics ; Oxford nanopore technologies ; Pancreatic ductal adenocarcinoma ; Pancreatic Neoplasms ; Pancreatic Neoplasms - genetics ; Pancreatic Neoplasms - pathology ; PDAC ; RNA, Ribosomal, 16S</subject><ispartof>Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.], 2023-09, Vol.23 (6), p.663-673</ispartof><rights>2023 The Authors</rights><rights>Copyright © 2023 The Authors. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c396t-742e360b5a2daaaf1ebabccd9dc59fc97b7ae3ff947e4ec7739621863cfe548b3</citedby><cites>FETCH-LOGICAL-c396t-742e360b5a2daaaf1ebabccd9dc59fc97b7ae3ff947e4ec7739621863cfe548b3</cites><orcidid>0000-0001-8443-601X ; 0000-0003-3849-044X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37541802$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pfisterer, Nina</creatorcontrib><creatorcontrib>Ammer-Herrmenau, Christoph</creatorcontrib><creatorcontrib>Antweiler, Kai</creatorcontrib><creatorcontrib>Küffer, Stefan</creatorcontrib><creatorcontrib>Ellenrieder, Volker</creatorcontrib><creatorcontrib>Neesse, Albrecht</creatorcontrib><title>Dynamics of intestinal and intratumoral microbiome signatures in genetically engineered mice and human pancreatic ductal adenocarcinoma</title><title>Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]</title><addtitle>Pancreatology</addtitle><description>Emerging evidence has recently revealed a prominent role of the microbiome in pancreatic ductal adenocarcinoma (PDAC). However, while most observations were made in patients, mouse models still require a precise characterization of their disease-related microbiome to employ them for mechanistic and interventional preclinical studies.
To investigate the fecal and tumoral microbiome of LSL-KrasG12D/+;LSL-Trp53R172H/+;Pdx-1-Cre (KPC) and control (CTRL) mice, Oxford Nanopore sequencing was applied. Feces were collected from 10 KPC mice and 10 CTRLs at 3 timepoints (6 weeks, 12 weeks, and when tumor-bearing (KPC) or 6 months (CTRL), respectively). Metagenomic sequencing was performed on feces DNA. KPC tumor and healthy pancreas DNA samples were subjected to 16S rRNA gene sequencing. Bacterial marker components were detected in KPC tumor tissue over time by fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC).
Murine fecal samples showed a significantly different microbiome compared to age-matched healthy CTRLs regarding beta diversity (p = 0.001, R2 = 0.2–0.25 for Bray-Curtis). Adjusted human PDAC classifiers predicted disease status from feces of KPC mice achieving area under the receiver operating characteristic (AUROC) values of 80%. Furthermore, KPC tumors harbored significantly more bacterial components than healthy pancreas. Also the microbial composition differs significantly between KPC tumors and healthy pancreas tissue (p = 0.042 for Bray-Curtis). Microbiota found highly abundant in human PDAC samples were considerably more abundant in KPC tumors as compared to healthy pancreas samples (p-value <0.001).
KPC fecal samples show similarities with the microbial composition of stool samples from human PDAC patients.</description><subject>Animals</subject><subject>Carcinoma, Pancreatic Ductal - genetics</subject><subject>Carcinoma, Pancreatic Ductal - pathology</subject><subject>Disease Models, Animal</subject><subject>Humans</subject><subject>In Situ Hybridization, Fluorescence</subject><subject>KPC mouse model</subject><subject>Mice</subject><subject>Microbiome</subject><subject>Microbiota - genetics</subject><subject>Oxford nanopore technologies</subject><subject>Pancreatic ductal adenocarcinoma</subject><subject>Pancreatic Neoplasms</subject><subject>Pancreatic Neoplasms - genetics</subject><subject>Pancreatic Neoplasms - pathology</subject><subject>PDAC</subject><subject>RNA, Ribosomal, 16S</subject><issn>1424-3903</issn><issn>1424-3911</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kM1u1DAUhS0EoqXwAGxQlt1M8N_EibqqWv6kSmxgbd1c3wweJfbUTirNE_DadZi2S1a2r75zrs9h7KPgteCi-byvDxBqyaWquak5b1-xc6Gl3qhOiNcvd67O2Luc95xLKUT3lp0ps9Wi5fKc_b09Bpg85ioOlQ8z5dkHGCsIbn0mmJcppjIoTIq9jxNV2e9CmSfKBal2FGj2CON4rCjsfCBK5Fae_rn8WSYIVfkoJoICVm7Bed3gKESEhD7ECd6zNwOMmT48nRfs99cvv26-b-5-fvtxc323QdU188ZoSarh_RakA4BBUA89ouscbrsBO9MbIDUMnTakCY0pKinaRuFAW9326oJdnnwPKd4vJa2dfEYaRwgUl2xlq5tONlqrgooTWoLnnGiwh-QnSEcruF37t3tbYtm1f8uNLf0Xzacn-6WfyL0ongsvwNUJoBLywVOyGT0FJOcT4Wxd9P-xfwQfX5qe</recordid><startdate>202309</startdate><enddate>202309</enddate><creator>Pfisterer, Nina</creator><creator>Ammer-Herrmenau, Christoph</creator><creator>Antweiler, Kai</creator><creator>Küffer, Stefan</creator><creator>Ellenrieder, Volker</creator><creator>Neesse, Albrecht</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-8443-601X</orcidid><orcidid>https://orcid.org/0000-0003-3849-044X</orcidid></search><sort><creationdate>202309</creationdate><title>Dynamics of intestinal and intratumoral microbiome signatures in genetically engineered mice and human pancreatic ductal adenocarcinoma</title><author>Pfisterer, Nina ; Ammer-Herrmenau, Christoph ; Antweiler, Kai ; Küffer, Stefan ; Ellenrieder, Volker ; Neesse, Albrecht</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c396t-742e360b5a2daaaf1ebabccd9dc59fc97b7ae3ff947e4ec7739621863cfe548b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Animals</topic><topic>Carcinoma, Pancreatic Ductal - genetics</topic><topic>Carcinoma, Pancreatic Ductal - pathology</topic><topic>Disease Models, Animal</topic><topic>Humans</topic><topic>In Situ Hybridization, Fluorescence</topic><topic>KPC mouse model</topic><topic>Mice</topic><topic>Microbiome</topic><topic>Microbiota - genetics</topic><topic>Oxford nanopore technologies</topic><topic>Pancreatic ductal adenocarcinoma</topic><topic>Pancreatic Neoplasms</topic><topic>Pancreatic Neoplasms - genetics</topic><topic>Pancreatic Neoplasms - pathology</topic><topic>PDAC</topic><topic>RNA, Ribosomal, 16S</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pfisterer, Nina</creatorcontrib><creatorcontrib>Ammer-Herrmenau, Christoph</creatorcontrib><creatorcontrib>Antweiler, Kai</creatorcontrib><creatorcontrib>Küffer, Stefan</creatorcontrib><creatorcontrib>Ellenrieder, Volker</creatorcontrib><creatorcontrib>Neesse, Albrecht</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pfisterer, Nina</au><au>Ammer-Herrmenau, Christoph</au><au>Antweiler, Kai</au><au>Küffer, Stefan</au><au>Ellenrieder, Volker</au><au>Neesse, Albrecht</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dynamics of intestinal and intratumoral microbiome signatures in genetically engineered mice and human pancreatic ductal adenocarcinoma</atitle><jtitle>Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]</jtitle><addtitle>Pancreatology</addtitle><date>2023-09</date><risdate>2023</risdate><volume>23</volume><issue>6</issue><spage>663</spage><epage>673</epage><pages>663-673</pages><issn>1424-3903</issn><eissn>1424-3911</eissn><abstract>Emerging evidence has recently revealed a prominent role of the microbiome in pancreatic ductal adenocarcinoma (PDAC). However, while most observations were made in patients, mouse models still require a precise characterization of their disease-related microbiome to employ them for mechanistic and interventional preclinical studies.
To investigate the fecal and tumoral microbiome of LSL-KrasG12D/+;LSL-Trp53R172H/+;Pdx-1-Cre (KPC) and control (CTRL) mice, Oxford Nanopore sequencing was applied. Feces were collected from 10 KPC mice and 10 CTRLs at 3 timepoints (6 weeks, 12 weeks, and when tumor-bearing (KPC) or 6 months (CTRL), respectively). Metagenomic sequencing was performed on feces DNA. KPC tumor and healthy pancreas DNA samples were subjected to 16S rRNA gene sequencing. Bacterial marker components were detected in KPC tumor tissue over time by fluorescence in situ hybridization (FISH) and immunohistochemistry (IHC).
Murine fecal samples showed a significantly different microbiome compared to age-matched healthy CTRLs regarding beta diversity (p = 0.001, R2 = 0.2–0.25 for Bray-Curtis). Adjusted human PDAC classifiers predicted disease status from feces of KPC mice achieving area under the receiver operating characteristic (AUROC) values of 80%. Furthermore, KPC tumors harbored significantly more bacterial components than healthy pancreas. Also the microbial composition differs significantly between KPC tumors and healthy pancreas tissue (p = 0.042 for Bray-Curtis). Microbiota found highly abundant in human PDAC samples were considerably more abundant in KPC tumors as compared to healthy pancreas samples (p-value <0.001).
KPC fecal samples show similarities with the microbial composition of stool samples from human PDAC patients.</abstract><cop>Switzerland</cop><pub>Elsevier B.V</pub><pmid>37541802</pmid><doi>10.1016/j.pan.2023.07.008</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-8443-601X</orcidid><orcidid>https://orcid.org/0000-0003-3849-044X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals Carcinoma, Pancreatic Ductal - genetics Carcinoma, Pancreatic Ductal - pathology Disease Models, Animal Humans In Situ Hybridization, Fluorescence KPC mouse model Mice Microbiome Microbiota - genetics Oxford nanopore technologies Pancreatic ductal adenocarcinoma Pancreatic Neoplasms Pancreatic Neoplasms - genetics Pancreatic Neoplasms - pathology PDAC RNA, Ribosomal, 16S |
title | Dynamics of intestinal and intratumoral microbiome signatures in genetically engineered mice and human pancreatic ductal adenocarcinoma |
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