Cargando…

Integration of global metabolomics and lipidomics approaches reveals the molecular mechanisms and the potential biomarkers for postoperative recurrence in early-stage cholangiocarcinoma

BACKGROUND: Cholangiocarcioma (CCA) treatment is challenging because most of the patients are diagnosed when the disease is advanced, and cancer recurrence is the main problem after treatment, leading to low survival rates. Therefore, our understanding of the mechanism underlying CCA recurrence is e...

Descripción completa

Detalles Bibliográficos
Autores principales: Padthaisong, Sureerat, Phetcharaburanin, Jutarop, Klanrit, Poramate, Li, Jia V., Namwat, Nisana, Khuntikeo, Narong, Titapun, Attapol, Jarearnrat, Apiwat, Wangwiwatsin, Arporn, Mahalapbutr, Panupong, Loilome, Watcharin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8335966/
https://www.ncbi.nlm.nih.gov/pubmed/34348794
http://dx.doi.org/10.1186/s40170-021-00266-5
_version_ 1783733234264178688
author Padthaisong, Sureerat
Phetcharaburanin, Jutarop
Klanrit, Poramate
Li, Jia V.
Namwat, Nisana
Khuntikeo, Narong
Titapun, Attapol
Jarearnrat, Apiwat
Wangwiwatsin, Arporn
Mahalapbutr, Panupong
Loilome, Watcharin
author_facet Padthaisong, Sureerat
Phetcharaburanin, Jutarop
Klanrit, Poramate
Li, Jia V.
Namwat, Nisana
Khuntikeo, Narong
Titapun, Attapol
Jarearnrat, Apiwat
Wangwiwatsin, Arporn
Mahalapbutr, Panupong
Loilome, Watcharin
author_sort Padthaisong, Sureerat
collection PubMed
description BACKGROUND: Cholangiocarcioma (CCA) treatment is challenging because most of the patients are diagnosed when the disease is advanced, and cancer recurrence is the main problem after treatment, leading to low survival rates. Therefore, our understanding of the mechanism underlying CCA recurrence is essential in order to prevent CCA recurrence and improve patient outcomes. METHODS: We performed (1)H-NMR and UPLC-MS-based metabolomics on the CCA serum. The differential metabolites were further analyzed using pathway analysis and potential biomarker identification. RESULTS: At an early stage, the metabolites involved in energy metabolisms, such as pyruvate metabolism, and the TCA cycle, are downregulated, while most lipids, including TGs, PCs, PEs, and PAs, are upregulated in recurrence patients. This metabolic feature has been described in cancer stem-like cell (CSC) metabolism. In addition, the CSC markers CD44v6 and CD44v8-10 are associated with CD36 (a protein involved in lipid uptake) as well as with recurrence-free survival. We also found that citrate, sarcosine, succinate, creatine, creatinine and pyruvate, and TGs have good predictive values for CCA recurrence. CONCLUSION: Our study demonstrates the possible molecular mechanisms underlying CCA recurrence, and these may associate with the existence of CSCs. The metabolic change involved in the recurrence pathway might be used to determine biomarkers for predicting CCA recurrence. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40170-021-00266-5.
format Online
Article
Text
id pubmed-8335966
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-83359662021-08-04 Integration of global metabolomics and lipidomics approaches reveals the molecular mechanisms and the potential biomarkers for postoperative recurrence in early-stage cholangiocarcinoma Padthaisong, Sureerat Phetcharaburanin, Jutarop Klanrit, Poramate Li, Jia V. Namwat, Nisana Khuntikeo, Narong Titapun, Attapol Jarearnrat, Apiwat Wangwiwatsin, Arporn Mahalapbutr, Panupong Loilome, Watcharin Cancer Metab Research BACKGROUND: Cholangiocarcioma (CCA) treatment is challenging because most of the patients are diagnosed when the disease is advanced, and cancer recurrence is the main problem after treatment, leading to low survival rates. Therefore, our understanding of the mechanism underlying CCA recurrence is essential in order to prevent CCA recurrence and improve patient outcomes. METHODS: We performed (1)H-NMR and UPLC-MS-based metabolomics on the CCA serum. The differential metabolites were further analyzed using pathway analysis and potential biomarker identification. RESULTS: At an early stage, the metabolites involved in energy metabolisms, such as pyruvate metabolism, and the TCA cycle, are downregulated, while most lipids, including TGs, PCs, PEs, and PAs, are upregulated in recurrence patients. This metabolic feature has been described in cancer stem-like cell (CSC) metabolism. In addition, the CSC markers CD44v6 and CD44v8-10 are associated with CD36 (a protein involved in lipid uptake) as well as with recurrence-free survival. We also found that citrate, sarcosine, succinate, creatine, creatinine and pyruvate, and TGs have good predictive values for CCA recurrence. CONCLUSION: Our study demonstrates the possible molecular mechanisms underlying CCA recurrence, and these may associate with the existence of CSCs. The metabolic change involved in the recurrence pathway might be used to determine biomarkers for predicting CCA recurrence. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40170-021-00266-5. BioMed Central 2021-08-04 /pmc/articles/PMC8335966/ /pubmed/34348794 http://dx.doi.org/10.1186/s40170-021-00266-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Padthaisong, Sureerat
Phetcharaburanin, Jutarop
Klanrit, Poramate
Li, Jia V.
Namwat, Nisana
Khuntikeo, Narong
Titapun, Attapol
Jarearnrat, Apiwat
Wangwiwatsin, Arporn
Mahalapbutr, Panupong
Loilome, Watcharin
Integration of global metabolomics and lipidomics approaches reveals the molecular mechanisms and the potential biomarkers for postoperative recurrence in early-stage cholangiocarcinoma
title Integration of global metabolomics and lipidomics approaches reveals the molecular mechanisms and the potential biomarkers for postoperative recurrence in early-stage cholangiocarcinoma
title_full Integration of global metabolomics and lipidomics approaches reveals the molecular mechanisms and the potential biomarkers for postoperative recurrence in early-stage cholangiocarcinoma
title_fullStr Integration of global metabolomics and lipidomics approaches reveals the molecular mechanisms and the potential biomarkers for postoperative recurrence in early-stage cholangiocarcinoma
title_full_unstemmed Integration of global metabolomics and lipidomics approaches reveals the molecular mechanisms and the potential biomarkers for postoperative recurrence in early-stage cholangiocarcinoma
title_short Integration of global metabolomics and lipidomics approaches reveals the molecular mechanisms and the potential biomarkers for postoperative recurrence in early-stage cholangiocarcinoma
title_sort integration of global metabolomics and lipidomics approaches reveals the molecular mechanisms and the potential biomarkers for postoperative recurrence in early-stage cholangiocarcinoma
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8335966/
https://www.ncbi.nlm.nih.gov/pubmed/34348794
http://dx.doi.org/10.1186/s40170-021-00266-5
work_keys_str_mv AT padthaisongsureerat integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT phetcharaburaninjutarop integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT klanritporamate integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT lijiav integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT namwatnisana integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT khuntikeonarong integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT titapunattapol integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT jarearnratapiwat integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT wangwiwatsinarporn integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT mahalapbutrpanupong integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma
AT loilomewatcharin integrationofglobalmetabolomicsandlipidomicsapproachesrevealsthemolecularmechanismsandthepotentialbiomarkersforpostoperativerecurrenceinearlystagecholangiocarcinoma