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A gene signature is critical for intrahepatic cholangiocarcinoma stem cell self-renewal and chemotherapeutic response
BACKGROUND: Improved understanding of the stemness regulation mechanism in intrahepatic cholangiocarcinoma (ICC) could identify targets and guidance for adjuvant transarterial chemoembolization (TACE). METHODS: TCGA database was excavated to identify the ICC stemness-associated genes. The pro-stemne...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284797/ https://www.ncbi.nlm.nih.gov/pubmed/35841118 http://dx.doi.org/10.1186/s13287-022-02988-9 |
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author | Huang, Lifeng Xu, Dongwei Qian, Yawei Zhang, Xiaoqiang Guo, Han Sha, Meng Hu, Rui Kong, Xiaoni Xia, Qiang Zhang, Yi |
author_facet | Huang, Lifeng Xu, Dongwei Qian, Yawei Zhang, Xiaoqiang Guo, Han Sha, Meng Hu, Rui Kong, Xiaoni Xia, Qiang Zhang, Yi |
author_sort | Huang, Lifeng |
collection | PubMed |
description | BACKGROUND: Improved understanding of the stemness regulation mechanism in intrahepatic cholangiocarcinoma (ICC) could identify targets and guidance for adjuvant transarterial chemoembolization (TACE). METHODS: TCGA database was excavated to identify the ICC stemness-associated genes. The pro-stemness effect of target genes was further analyzed by sphere formation assay, qRT-PCR, western blot, flow cytometric analysis, IHC, CCK8 assay and metabolomic analysis. Based on multivariate analysis, a nomogram for ICC patients with adjuvant TACE was established and our result was further confirmed by a validation cohort. Finally, the effect of dietary methionine intervention on chemotherapy was estimated by in vivo experiment and clinical data. RESULTS: In this study, we identified four ICC stemness-associated genes (SDHAF2, MRPS34, MRPL11, and COX8A) that are significantly upregulated in ICC tissues and negatively associated with clinical outcome. Functional studies indicated that these 4-key-genes are associated with self-renewal ability of ICC and transgenic expression of these 4-key-genes could enhance chemoresistance of cholangiocarcinoma cells. Mechanistically, the 4-key-genes-mediated pro-stemness requires the activation of methionine cycle, and their promotion on ICC stemness characteristic is dependent on MAT2A. Importantly, we established a novel nomogram to evaluate the effectiveness of TACE for ICC patients. Further dietary methionine intervene studies indicated that patients with adjuvant TACE might benefit from dietary methionine restriction if they have a relatively high nomogram score (≥ 135). CONCLUSIONS: Our results show that four ICC stemness-associated genes could serve as novel biomarkers in predicting ICC patient’s response to adjuvant TACE and their pro-stemness ability may be attributed to the activation of the methionine cycle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13287-022-02988-9. |
format | Online Article Text |
id | pubmed-9284797 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-92847972022-07-16 A gene signature is critical for intrahepatic cholangiocarcinoma stem cell self-renewal and chemotherapeutic response Huang, Lifeng Xu, Dongwei Qian, Yawei Zhang, Xiaoqiang Guo, Han Sha, Meng Hu, Rui Kong, Xiaoni Xia, Qiang Zhang, Yi Stem Cell Res Ther Research BACKGROUND: Improved understanding of the stemness regulation mechanism in intrahepatic cholangiocarcinoma (ICC) could identify targets and guidance for adjuvant transarterial chemoembolization (TACE). METHODS: TCGA database was excavated to identify the ICC stemness-associated genes. The pro-stemness effect of target genes was further analyzed by sphere formation assay, qRT-PCR, western blot, flow cytometric analysis, IHC, CCK8 assay and metabolomic analysis. Based on multivariate analysis, a nomogram for ICC patients with adjuvant TACE was established and our result was further confirmed by a validation cohort. Finally, the effect of dietary methionine intervention on chemotherapy was estimated by in vivo experiment and clinical data. RESULTS: In this study, we identified four ICC stemness-associated genes (SDHAF2, MRPS34, MRPL11, and COX8A) that are significantly upregulated in ICC tissues and negatively associated with clinical outcome. Functional studies indicated that these 4-key-genes are associated with self-renewal ability of ICC and transgenic expression of these 4-key-genes could enhance chemoresistance of cholangiocarcinoma cells. Mechanistically, the 4-key-genes-mediated pro-stemness requires the activation of methionine cycle, and their promotion on ICC stemness characteristic is dependent on MAT2A. Importantly, we established a novel nomogram to evaluate the effectiveness of TACE for ICC patients. Further dietary methionine intervene studies indicated that patients with adjuvant TACE might benefit from dietary methionine restriction if they have a relatively high nomogram score (≥ 135). CONCLUSIONS: Our results show that four ICC stemness-associated genes could serve as novel biomarkers in predicting ICC patient’s response to adjuvant TACE and their pro-stemness ability may be attributed to the activation of the methionine cycle. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13287-022-02988-9. BioMed Central 2022-07-15 /pmc/articles/PMC9284797/ /pubmed/35841118 http://dx.doi.org/10.1186/s13287-022-02988-9 Text en © The Author(s) 2022 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 Huang, Lifeng Xu, Dongwei Qian, Yawei Zhang, Xiaoqiang Guo, Han Sha, Meng Hu, Rui Kong, Xiaoni Xia, Qiang Zhang, Yi A gene signature is critical for intrahepatic cholangiocarcinoma stem cell self-renewal and chemotherapeutic response |
title | A gene signature is critical for intrahepatic cholangiocarcinoma stem cell self-renewal and chemotherapeutic response |
title_full | A gene signature is critical for intrahepatic cholangiocarcinoma stem cell self-renewal and chemotherapeutic response |
title_fullStr | A gene signature is critical for intrahepatic cholangiocarcinoma stem cell self-renewal and chemotherapeutic response |
title_full_unstemmed | A gene signature is critical for intrahepatic cholangiocarcinoma stem cell self-renewal and chemotherapeutic response |
title_short | A gene signature is critical for intrahepatic cholangiocarcinoma stem cell self-renewal and chemotherapeutic response |
title_sort | gene signature is critical for intrahepatic cholangiocarcinoma stem cell self-renewal and chemotherapeutic response |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284797/ https://www.ncbi.nlm.nih.gov/pubmed/35841118 http://dx.doi.org/10.1186/s13287-022-02988-9 |
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