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Chemotherapeutic resistant cholangiocarcinoma displayed distinct intratumoral microbial composition and metabolic profiles
BACKGROUND: Cholangiocarcinoma (CCA) is a malignancy of the cholangiocytes. One of the major issues regarding treatment for CCA patients is the development of chemotherapeutic resistance. Recently, the association of intratumoral bacteria with chemotherapeutic response has been reported in many canc...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9390323/ https://www.ncbi.nlm.nih.gov/pubmed/35990899 http://dx.doi.org/10.7717/peerj.13876 |
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author | Sitthirak, Sirinya Suksawat, Manida Phetcharaburanin, Jutarop Wangwiwatsin, Arporn Klanrit, Poramate Namwat, Nisana Khuntikeo, Narong Titapun, Attapol Jarearnrat, Apiwat Sangkhamanon, Sakkarn Loilome, Watcharin |
author_facet | Sitthirak, Sirinya Suksawat, Manida Phetcharaburanin, Jutarop Wangwiwatsin, Arporn Klanrit, Poramate Namwat, Nisana Khuntikeo, Narong Titapun, Attapol Jarearnrat, Apiwat Sangkhamanon, Sakkarn Loilome, Watcharin |
author_sort | Sitthirak, Sirinya |
collection | PubMed |
description | BACKGROUND: Cholangiocarcinoma (CCA) is a malignancy of the cholangiocytes. One of the major issues regarding treatment for CCA patients is the development of chemotherapeutic resistance. Recently, the association of intratumoral bacteria with chemotherapeutic response has been reported in many cancer types. METHOD: In the present study, we aimed to investigate the association between the intratumoral microbiome and its function on gemcitabine and cisplatin response in CCA tissues using 16S rRNA sequencing and 1H NMR spectroscopic analysis. RESULT: The results of 16S rRNA sequencing demonstrated that Gammaproteobacteria were significantly higher in both gemcitabine- and cisplatin-resistance groups compared to sensitive groups. In addition, intratumoral microbial diversity and abundance were significantly different compared between gemcitabine-resistant and sensitive groups. Furthermore, the metabolic phenotype of the low dose gemcitabine-resistant group significantly differed from that of low dose gemcitabine-sensitive group. Increased levels of acetylcholine, adenine, carnitine and inosine were observed in the low dose gemcitabine-resistant group, while the levels of acetylcholine, alpha-D-glucose and carnitine increased in the low dose cisplatin-resistant group. We further performed the intergrative microbiome-metabolome analysis and revealed a correlation between the intratumoral bacterial and metabolic profiles which reflect the chemotherapeutics resistance pattern in CCA patients. CONCLUSION: Our results demonstrated insights into the disruption of the microbiome and metabolome in the progression of chemotherapeutic resistance. The altered microbiome-metabolome fingerprints could be used as predictive markers for drug responses potentially resulting in the development of an appropriate chemotherapeutic drug treatment plan for individual CCA patients. |
format | Online Article Text |
id | pubmed-9390323 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93903232022-08-20 Chemotherapeutic resistant cholangiocarcinoma displayed distinct intratumoral microbial composition and metabolic profiles Sitthirak, Sirinya Suksawat, Manida Phetcharaburanin, Jutarop Wangwiwatsin, Arporn Klanrit, Poramate Namwat, Nisana Khuntikeo, Narong Titapun, Attapol Jarearnrat, Apiwat Sangkhamanon, Sakkarn Loilome, Watcharin PeerJ Biochemistry BACKGROUND: Cholangiocarcinoma (CCA) is a malignancy of the cholangiocytes. One of the major issues regarding treatment for CCA patients is the development of chemotherapeutic resistance. Recently, the association of intratumoral bacteria with chemotherapeutic response has been reported in many cancer types. METHOD: In the present study, we aimed to investigate the association between the intratumoral microbiome and its function on gemcitabine and cisplatin response in CCA tissues using 16S rRNA sequencing and 1H NMR spectroscopic analysis. RESULT: The results of 16S rRNA sequencing demonstrated that Gammaproteobacteria were significantly higher in both gemcitabine- and cisplatin-resistance groups compared to sensitive groups. In addition, intratumoral microbial diversity and abundance were significantly different compared between gemcitabine-resistant and sensitive groups. Furthermore, the metabolic phenotype of the low dose gemcitabine-resistant group significantly differed from that of low dose gemcitabine-sensitive group. Increased levels of acetylcholine, adenine, carnitine and inosine were observed in the low dose gemcitabine-resistant group, while the levels of acetylcholine, alpha-D-glucose and carnitine increased in the low dose cisplatin-resistant group. We further performed the intergrative microbiome-metabolome analysis and revealed a correlation between the intratumoral bacterial and metabolic profiles which reflect the chemotherapeutics resistance pattern in CCA patients. CONCLUSION: Our results demonstrated insights into the disruption of the microbiome and metabolome in the progression of chemotherapeutic resistance. The altered microbiome-metabolome fingerprints could be used as predictive markers for drug responses potentially resulting in the development of an appropriate chemotherapeutic drug treatment plan for individual CCA patients. PeerJ Inc. 2022-08-16 /pmc/articles/PMC9390323/ /pubmed/35990899 http://dx.doi.org/10.7717/peerj.13876 Text en ©2022 Sitthirak et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Biochemistry Sitthirak, Sirinya Suksawat, Manida Phetcharaburanin, Jutarop Wangwiwatsin, Arporn Klanrit, Poramate Namwat, Nisana Khuntikeo, Narong Titapun, Attapol Jarearnrat, Apiwat Sangkhamanon, Sakkarn Loilome, Watcharin Chemotherapeutic resistant cholangiocarcinoma displayed distinct intratumoral microbial composition and metabolic profiles |
title | Chemotherapeutic resistant cholangiocarcinoma displayed distinct intratumoral microbial composition and metabolic profiles |
title_full | Chemotherapeutic resistant cholangiocarcinoma displayed distinct intratumoral microbial composition and metabolic profiles |
title_fullStr | Chemotherapeutic resistant cholangiocarcinoma displayed distinct intratumoral microbial composition and metabolic profiles |
title_full_unstemmed | Chemotherapeutic resistant cholangiocarcinoma displayed distinct intratumoral microbial composition and metabolic profiles |
title_short | Chemotherapeutic resistant cholangiocarcinoma displayed distinct intratumoral microbial composition and metabolic profiles |
title_sort | chemotherapeutic resistant cholangiocarcinoma displayed distinct intratumoral microbial composition and metabolic profiles |
topic | Biochemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9390323/ https://www.ncbi.nlm.nih.gov/pubmed/35990899 http://dx.doi.org/10.7717/peerj.13876 |
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