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Proteome Landscapes of Human Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma
Liver cancer is among the top leading causes of cancer mortality worldwide. Particularly, hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (CCA) have been extensively investigated from the aspect of tumor biology. However, a comprehensive and systematic understanding of the molecul...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Society for Biochemistry and Molecular Biology
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413158/ https://www.ncbi.nlm.nih.gov/pubmed/37353004 http://dx.doi.org/10.1016/j.mcpro.2023.100604 |
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author | Yi, Xiao Zhu, Jiang Liu, Wei Peng, Li Lu, Cong Sun, Ping Huang, Lingling Nie, Xiu Huang, Shi'ang Guo, Tiannan Zhu, Yi |
author_facet | Yi, Xiao Zhu, Jiang Liu, Wei Peng, Li Lu, Cong Sun, Ping Huang, Lingling Nie, Xiu Huang, Shi'ang Guo, Tiannan Zhu, Yi |
author_sort | Yi, Xiao |
collection | PubMed |
description | Liver cancer is among the top leading causes of cancer mortality worldwide. Particularly, hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (CCA) have been extensively investigated from the aspect of tumor biology. However, a comprehensive and systematic understanding of the molecular characteristics of HCC and CCA remains absent. Here, we characterized the proteome landscapes of HCC and CCA using the data-independent acquisition (DIA) mass spectrometry (MS) method. By comparing the quantitative proteomes of HCC and CCA, we found several differences between the two cancer types. In particular, we found an abnormal lipid metabolism in HCC and activated extracellular matrix-related pathways in CCA. We next developed a three-protein classifier to distinguish CCA from HCC, achieving an area under the curve (AUC) of 0.92, and an accuracy of 90% in an independent validation cohort of 51 patients. The distinct molecular characteristics of HCC and CCA presented in this study provide new insights into the tumor biology of these two major important primary liver cancers. Our findings may help develop more efficient diagnostic approaches and new targeted drug treatments. |
format | Online Article Text |
id | pubmed-10413158 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Society for Biochemistry and Molecular Biology |
record_format | MEDLINE/PubMed |
spelling | pubmed-104131582023-08-11 Proteome Landscapes of Human Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma Yi, Xiao Zhu, Jiang Liu, Wei Peng, Li Lu, Cong Sun, Ping Huang, Lingling Nie, Xiu Huang, Shi'ang Guo, Tiannan Zhu, Yi Mol Cell Proteomics Research Liver cancer is among the top leading causes of cancer mortality worldwide. Particularly, hepatocellular carcinoma (HCC) and intrahepatic cholangiocarcinoma (CCA) have been extensively investigated from the aspect of tumor biology. However, a comprehensive and systematic understanding of the molecular characteristics of HCC and CCA remains absent. Here, we characterized the proteome landscapes of HCC and CCA using the data-independent acquisition (DIA) mass spectrometry (MS) method. By comparing the quantitative proteomes of HCC and CCA, we found several differences between the two cancer types. In particular, we found an abnormal lipid metabolism in HCC and activated extracellular matrix-related pathways in CCA. We next developed a three-protein classifier to distinguish CCA from HCC, achieving an area under the curve (AUC) of 0.92, and an accuracy of 90% in an independent validation cohort of 51 patients. The distinct molecular characteristics of HCC and CCA presented in this study provide new insights into the tumor biology of these two major important primary liver cancers. Our findings may help develop more efficient diagnostic approaches and new targeted drug treatments. American Society for Biochemistry and Molecular Biology 2023-06-22 /pmc/articles/PMC10413158/ /pubmed/37353004 http://dx.doi.org/10.1016/j.mcpro.2023.100604 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Yi, Xiao Zhu, Jiang Liu, Wei Peng, Li Lu, Cong Sun, Ping Huang, Lingling Nie, Xiu Huang, Shi'ang Guo, Tiannan Zhu, Yi Proteome Landscapes of Human Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma |
title | Proteome Landscapes of Human Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma |
title_full | Proteome Landscapes of Human Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma |
title_fullStr | Proteome Landscapes of Human Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma |
title_full_unstemmed | Proteome Landscapes of Human Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma |
title_short | Proteome Landscapes of Human Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma |
title_sort | proteome landscapes of human hepatocellular carcinoma and intrahepatic cholangiocarcinoma |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413158/ https://www.ncbi.nlm.nih.gov/pubmed/37353004 http://dx.doi.org/10.1016/j.mcpro.2023.100604 |
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