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Gut microbiota mediated the individualized efficacy of Temozolomide via immunomodulation in glioma
Temozolomide (TMZ) is the preferred chemotherapy strategy for glioma therapy. As a second-generation alkylating agent, TMZ provides superior oral bio-availability. However, limited response rate (less than 50%) and high incidence of drug resistance seriously restricts TMZ's application, there s...
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Published in: | Journal of translational medicine 2023-03, Vol.21 (1), p.198-198, Article 198 |
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description | Temozolomide (TMZ) is the preferred chemotherapy strategy for glioma therapy. As a second-generation alkylating agent, TMZ provides superior oral bio-availability. However, limited response rate (less than 50%) and high incidence of drug resistance seriously restricts TMZ's application, there still lack of strategies to increase the chemotherapy sensitivity.
Luci-GL261 glioma orthotopic xenograft model combined bioluminescence imaging was utilized to evaluate the anti-tumor effect of TMZ and differentiate TMZ sensitive (S)/non-sensitive (NS) individuals. Integrated microbiomics and metabolomics analysis was applied to disentangle the involvement of gut bacteria in TMZ sensitivity. Spearman's correlation analysis was applied to test the association between fecal bacteria levels and pharmacodynamics indices. Antibiotics treatment combined TMZ treatment was used to confirm the involvement of gut microbiota in TMZ response. Flow cytometry analysis, ELISA and histopathology were used to explore the potential role of immunoregulation in gut microbiota mediated TMZ response.
Firstly, gut bacteria composition was significantly altered during glioma development and TMZ treatment. Meanwhile, in vivo anti-cancer evaluation suggested a remarkable difference in chemotherapy efficacy after TMZ administration. Moreover, 16s rRNA gene sequencing and non-targeted metabolomics analysis revealed distinct different gut microbiota and immune infiltrating state between TMZ sensitive and non-sensitive mice, while abundance of differential gut bacteria and related metabolites was significantly correlated with TMZ pharmacodynamics indices. Further verification suggested that gut microbiota deletion by antibiotics treatment could accelerate glioma development, attenuate TMZ efficacy and inhibit immune cells (macrophage and CD8α
T cell) recruitment.
The current study confirmed the involvement of gut microbiota in glioma development and individualized TMZ efficacy via immunomodulation, hence gut bacteria may serve as a predictive biomarker as well as a therapeutic target for clinical TMZ application. |
doi_str_mv | 10.1186/s12967-023-04042-5 |
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Luci-GL261 glioma orthotopic xenograft model combined bioluminescence imaging was utilized to evaluate the anti-tumor effect of TMZ and differentiate TMZ sensitive (S)/non-sensitive (NS) individuals. Integrated microbiomics and metabolomics analysis was applied to disentangle the involvement of gut bacteria in TMZ sensitivity. Spearman's correlation analysis was applied to test the association between fecal bacteria levels and pharmacodynamics indices. Antibiotics treatment combined TMZ treatment was used to confirm the involvement of gut microbiota in TMZ response. Flow cytometry analysis, ELISA and histopathology were used to explore the potential role of immunoregulation in gut microbiota mediated TMZ response.
Firstly, gut bacteria composition was significantly altered during glioma development and TMZ treatment. Meanwhile, in vivo anti-cancer evaluation suggested a remarkable difference in chemotherapy efficacy after TMZ administration. Moreover, 16s rRNA gene sequencing and non-targeted metabolomics analysis revealed distinct different gut microbiota and immune infiltrating state between TMZ sensitive and non-sensitive mice, while abundance of differential gut bacteria and related metabolites was significantly correlated with TMZ pharmacodynamics indices. Further verification suggested that gut microbiota deletion by antibiotics treatment could accelerate glioma development, attenuate TMZ efficacy and inhibit immune cells (macrophage and CD8α
T cell) recruitment.
The current study confirmed the involvement of gut microbiota in glioma development and individualized TMZ efficacy via immunomodulation, hence gut bacteria may serve as a predictive biomarker as well as a therapeutic target for clinical TMZ application.</description><identifier>ISSN: 1479-5876</identifier><identifier>EISSN: 1479-5876</identifier><identifier>DOI: 10.1186/s12967-023-04042-5</identifier><identifier>PMID: 36927689</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Animals ; Antibiotics ; Antineoplastic Agents, Alkylating - therapeutic use ; Bacteria ; Bioluminescence ; Brain cancer ; Brain Neoplasms - genetics ; Brain tumors ; Cancer therapies ; Cell cycle ; Cell Line, Tumor ; Chemotherapy ; Correlation analysis ; Discriminant analysis ; DNA methylation ; Drug resistance ; Drug Resistance, Neoplasm ; Enzyme-linked immunosorbent assay ; Fecal microbiome ; Feces ; Flow cytometry ; Functional Metabolomics ; Gastrointestinal Microbiome ; Glioma ; Glioma - pathology ; Histopathology ; Humans ; Immunomodulation ; Immunoregulation ; Individualized efficacy ; Intestinal microflora ; Laboratory animals ; Lymphocytes T ; Macrophages ; Metabolites ; Metabolomics ; Mice ; Microbiota ; Nervous system ; Pharmacodynamics ; RNA, Ribosomal, 16S - genetics ; rRNA 16S ; Software ; Temozolomide ; Temozolomide - pharmacology ; Temozolomide - therapeutic use ; Therapeutic targets ; Tumor necrosis factor-TNF ; Xenografts</subject><ispartof>Journal of translational medicine, 2023-03, Vol.21 (1), p.198-198, Article 198</ispartof><rights>2023. The Author(s).</rights><rights>COPYRIGHT 2023 BioMed Central Ltd.</rights><rights>2023. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c564t-72abc78853875f8a3f83361921bb6cbd18e864896f19ab2a31940da9fdfacc7f3</citedby><cites>FETCH-LOGICAL-c564t-72abc78853875f8a3f83361921bb6cbd18e864896f19ab2a31940da9fdfacc7f3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10018922/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2788510552?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36927689$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Hou, Xiaoying</creatorcontrib><creatorcontrib>Du, Hongzhi</creatorcontrib><creatorcontrib>Deng, Yufei</creatorcontrib><creatorcontrib>Wang, Haiping</creatorcontrib><creatorcontrib>Liu, Jinmi</creatorcontrib><creatorcontrib>Qiao, Jialu</creatorcontrib><creatorcontrib>Liu, Wei</creatorcontrib><creatorcontrib>Shu, Xiji</creatorcontrib><creatorcontrib>Sun, Binlian</creatorcontrib><creatorcontrib>Liu, Yuchen</creatorcontrib><title>Gut microbiota mediated the individualized efficacy of Temozolomide via immunomodulation in glioma</title><title>Journal of translational medicine</title><addtitle>J Transl Med</addtitle><description>Temozolomide (TMZ) is the preferred chemotherapy strategy for glioma therapy. As a second-generation alkylating agent, TMZ provides superior oral bio-availability. However, limited response rate (less than 50%) and high incidence of drug resistance seriously restricts TMZ's application, there still lack of strategies to increase the chemotherapy sensitivity.
Luci-GL261 glioma orthotopic xenograft model combined bioluminescence imaging was utilized to evaluate the anti-tumor effect of TMZ and differentiate TMZ sensitive (S)/non-sensitive (NS) individuals. Integrated microbiomics and metabolomics analysis was applied to disentangle the involvement of gut bacteria in TMZ sensitivity. Spearman's correlation analysis was applied to test the association between fecal bacteria levels and pharmacodynamics indices. Antibiotics treatment combined TMZ treatment was used to confirm the involvement of gut microbiota in TMZ response. Flow cytometry analysis, ELISA and histopathology were used to explore the potential role of immunoregulation in gut microbiota mediated TMZ response.
Firstly, gut bacteria composition was significantly altered during glioma development and TMZ treatment. Meanwhile, in vivo anti-cancer evaluation suggested a remarkable difference in chemotherapy efficacy after TMZ administration. Moreover, 16s rRNA gene sequencing and non-targeted metabolomics analysis revealed distinct different gut microbiota and immune infiltrating state between TMZ sensitive and non-sensitive mice, while abundance of differential gut bacteria and related metabolites was significantly correlated with TMZ pharmacodynamics indices. Further verification suggested that gut microbiota deletion by antibiotics treatment could accelerate glioma development, attenuate TMZ efficacy and inhibit immune cells (macrophage and CD8α
T cell) recruitment.
The current study confirmed the involvement of gut microbiota in glioma development and individualized TMZ efficacy via immunomodulation, hence gut bacteria may serve as a predictive biomarker as well as a therapeutic target for clinical TMZ application.</description><subject>Animals</subject><subject>Antibiotics</subject><subject>Antineoplastic Agents, Alkylating - therapeutic use</subject><subject>Bacteria</subject><subject>Bioluminescence</subject><subject>Brain cancer</subject><subject>Brain Neoplasms - genetics</subject><subject>Brain tumors</subject><subject>Cancer therapies</subject><subject>Cell cycle</subject><subject>Cell Line, Tumor</subject><subject>Chemotherapy</subject><subject>Correlation analysis</subject><subject>Discriminant analysis</subject><subject>DNA methylation</subject><subject>Drug resistance</subject><subject>Drug Resistance, Neoplasm</subject><subject>Enzyme-linked immunosorbent assay</subject><subject>Fecal microbiome</subject><subject>Feces</subject><subject>Flow cytometry</subject><subject>Functional Metabolomics</subject><subject>Gastrointestinal Microbiome</subject><subject>Glioma</subject><subject>Glioma - pathology</subject><subject>Histopathology</subject><subject>Humans</subject><subject>Immunomodulation</subject><subject>Immunoregulation</subject><subject>Individualized efficacy</subject><subject>Intestinal microflora</subject><subject>Laboratory animals</subject><subject>Lymphocytes T</subject><subject>Macrophages</subject><subject>Metabolites</subject><subject>Metabolomics</subject><subject>Mice</subject><subject>Microbiota</subject><subject>Nervous system</subject><subject>Pharmacodynamics</subject><subject>RNA, Ribosomal, 16S - genetics</subject><subject>rRNA 16S</subject><subject>Software</subject><subject>Temozolomide</subject><subject>Temozolomide - pharmacology</subject><subject>Temozolomide - therapeutic use</subject><subject>Therapeutic targets</subject><subject>Tumor necrosis factor-TNF</subject><subject>Xenografts</subject><issn>1479-5876</issn><issn>1479-5876</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptkstrVDEUxi-i2Fr9B1zIBTdubs37sZJStBYKbuo6nLymGW5u6n0MtH-9mZnadopkkXDyfb9DTr6m-YjRKcZKfJ0w0UJ2iNAOMcRIx181x5hJ3XElxetn56Pm3TStESKMM_22OaJCEymUPm7sxTK3Obmx2FRmaHPwCebg2_kmtGnwaZP8An26r6UQY3Lg7toS2-uQy33pS04-tJsEbcp5GUoufulhTmWo5nbVp5LhffMmQj-FDw_7SfP7x_fr85_d1a-Ly_Ozq85xweZOErBOKsWpkjwqoFFRKrAm2FrhrMcqKMGUFhFrsAQo1gx50NFHcE5GetJc7rm-wNrcjinDeGcKJLMrlHFlYJyT64PBlgtBgdV2hDErtBRUU8qEYEwSzyrr2551u9g6EheGeYT-AHp4M6QbsyobgxHCShNSCV8eCGP5s4RpNjlNLvQ9DKEskyG1t0JYU1Gln19I12UZhzqrnYpjxDl5Uq2gviANsdTGbgs1Z5JhISmlW9Xpf1R1-VB_uQwhplo_MJC9oUZgmsYQHx-JkdnGzOxjZmrMzC5mhlfTp-fjebT8yxX9C2ZDzH4</recordid><startdate>20230316</startdate><enddate>20230316</enddate><creator>Hou, Xiaoying</creator><creator>Du, Hongzhi</creator><creator>Deng, Yufei</creator><creator>Wang, Haiping</creator><creator>Liu, Jinmi</creator><creator>Qiao, Jialu</creator><creator>Liu, Wei</creator><creator>Shu, Xiji</creator><creator>Sun, Binlian</creator><creator>Liu, Yuchen</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</general><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>3V.</scope><scope>7T5</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>H94</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20230316</creationdate><title>Gut microbiota mediated the individualized efficacy of Temozolomide via immunomodulation in glioma</title><author>Hou, Xiaoying ; Du, Hongzhi ; Deng, Yufei ; Wang, Haiping ; Liu, Jinmi ; Qiao, Jialu ; Liu, Wei ; Shu, Xiji ; Sun, Binlian ; Liu, Yuchen</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c564t-72abc78853875f8a3f83361921bb6cbd18e864896f19ab2a31940da9fdfacc7f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Animals</topic><topic>Antibiotics</topic><topic>Antineoplastic Agents, Alkylating - therapeutic use</topic><topic>Bacteria</topic><topic>Bioluminescence</topic><topic>Brain cancer</topic><topic>Brain Neoplasms - genetics</topic><topic>Brain tumors</topic><topic>Cancer therapies</topic><topic>Cell cycle</topic><topic>Cell Line, Tumor</topic><topic>Chemotherapy</topic><topic>Correlation analysis</topic><topic>Discriminant analysis</topic><topic>DNA methylation</topic><topic>Drug resistance</topic><topic>Drug Resistance, Neoplasm</topic><topic>Enzyme-linked immunosorbent assay</topic><topic>Fecal microbiome</topic><topic>Feces</topic><topic>Flow cytometry</topic><topic>Functional Metabolomics</topic><topic>Gastrointestinal Microbiome</topic><topic>Glioma</topic><topic>Glioma - pathology</topic><topic>Histopathology</topic><topic>Humans</topic><topic>Immunomodulation</topic><topic>Immunoregulation</topic><topic>Individualized efficacy</topic><topic>Intestinal microflora</topic><topic>Laboratory animals</topic><topic>Lymphocytes T</topic><topic>Macrophages</topic><topic>Metabolites</topic><topic>Metabolomics</topic><topic>Mice</topic><topic>Microbiota</topic><topic>Nervous system</topic><topic>Pharmacodynamics</topic><topic>RNA, Ribosomal, 16S - genetics</topic><topic>rRNA 16S</topic><topic>Software</topic><topic>Temozolomide</topic><topic>Temozolomide - pharmacology</topic><topic>Temozolomide - therapeutic use</topic><topic>Therapeutic targets</topic><topic>Tumor necrosis factor-TNF</topic><topic>Xenografts</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Hou, Xiaoying</creatorcontrib><creatorcontrib>Du, Hongzhi</creatorcontrib><creatorcontrib>Deng, Yufei</creatorcontrib><creatorcontrib>Wang, Haiping</creatorcontrib><creatorcontrib>Liu, Jinmi</creatorcontrib><creatorcontrib>Qiao, Jialu</creatorcontrib><creatorcontrib>Liu, Wei</creatorcontrib><creatorcontrib>Shu, Xiji</creatorcontrib><creatorcontrib>Sun, Binlian</creatorcontrib><creatorcontrib>Liu, Yuchen</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Immunology Abstracts</collection><collection>Health Medical collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Journal of translational medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hou, Xiaoying</au><au>Du, Hongzhi</au><au>Deng, Yufei</au><au>Wang, Haiping</au><au>Liu, Jinmi</au><au>Qiao, Jialu</au><au>Liu, Wei</au><au>Shu, Xiji</au><au>Sun, Binlian</au><au>Liu, Yuchen</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Gut microbiota mediated the individualized efficacy of Temozolomide via immunomodulation in glioma</atitle><jtitle>Journal of translational medicine</jtitle><addtitle>J Transl Med</addtitle><date>2023-03-16</date><risdate>2023</risdate><volume>21</volume><issue>1</issue><spage>198</spage><epage>198</epage><pages>198-198</pages><artnum>198</artnum><issn>1479-5876</issn><eissn>1479-5876</eissn><abstract>Temozolomide (TMZ) is the preferred chemotherapy strategy for glioma therapy. As a second-generation alkylating agent, TMZ provides superior oral bio-availability. However, limited response rate (less than 50%) and high incidence of drug resistance seriously restricts TMZ's application, there still lack of strategies to increase the chemotherapy sensitivity.
Luci-GL261 glioma orthotopic xenograft model combined bioluminescence imaging was utilized to evaluate the anti-tumor effect of TMZ and differentiate TMZ sensitive (S)/non-sensitive (NS) individuals. Integrated microbiomics and metabolomics analysis was applied to disentangle the involvement of gut bacteria in TMZ sensitivity. Spearman's correlation analysis was applied to test the association between fecal bacteria levels and pharmacodynamics indices. Antibiotics treatment combined TMZ treatment was used to confirm the involvement of gut microbiota in TMZ response. Flow cytometry analysis, ELISA and histopathology were used to explore the potential role of immunoregulation in gut microbiota mediated TMZ response.
Firstly, gut bacteria composition was significantly altered during glioma development and TMZ treatment. Meanwhile, in vivo anti-cancer evaluation suggested a remarkable difference in chemotherapy efficacy after TMZ administration. Moreover, 16s rRNA gene sequencing and non-targeted metabolomics analysis revealed distinct different gut microbiota and immune infiltrating state between TMZ sensitive and non-sensitive mice, while abundance of differential gut bacteria and related metabolites was significantly correlated with TMZ pharmacodynamics indices. Further verification suggested that gut microbiota deletion by antibiotics treatment could accelerate glioma development, attenuate TMZ efficacy and inhibit immune cells (macrophage and CD8α
T cell) recruitment.
The current study confirmed the involvement of gut microbiota in glioma development and individualized TMZ efficacy via immunomodulation, hence gut bacteria may serve as a predictive biomarker as well as a therapeutic target for clinical TMZ application.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>36927689</pmid><doi>10.1186/s12967-023-04042-5</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animals Antibiotics Antineoplastic Agents, Alkylating - therapeutic use Bacteria Bioluminescence Brain cancer Brain Neoplasms - genetics Brain tumors Cancer therapies Cell cycle Cell Line, Tumor Chemotherapy Correlation analysis Discriminant analysis DNA methylation Drug resistance Drug Resistance, Neoplasm Enzyme-linked immunosorbent assay Fecal microbiome Feces Flow cytometry Functional Metabolomics Gastrointestinal Microbiome Glioma Glioma - pathology Histopathology Humans Immunomodulation Immunoregulation Individualized efficacy Intestinal microflora Laboratory animals Lymphocytes T Macrophages Metabolites Metabolomics Mice Microbiota Nervous system Pharmacodynamics RNA, Ribosomal, 16S - genetics rRNA 16S Software Temozolomide Temozolomide - pharmacology Temozolomide - therapeutic use Therapeutic targets Tumor necrosis factor-TNF Xenografts |
title | Gut microbiota mediated the individualized efficacy of Temozolomide via immunomodulation in glioma |
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