Cargando…
Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients
The aim of this study is to explore a novel classification and investigate the clinical significance of hepatocellular carcinoma (HCC) cells. We analyzed integrated single-cell RNA sequencing and bulk RNA-seq data obtained from HCC samples. Cell trajectory analysis divided HCC cells into three subgr...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
De Gruyter
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10426728/ https://www.ncbi.nlm.nih.gov/pubmed/37589009 http://dx.doi.org/10.1515/biol-2022-0656 |
_version_ | 1785090121287073792 |
---|---|
author | Qiu, Jun Wang, Haoyun Lv, Xin Mao, Lipeng Huang, Junyan Hao, Tao Li, Junliang Qi, Shuo Chen, Guodong Jiang, Haiping |
author_facet | Qiu, Jun Wang, Haoyun Lv, Xin Mao, Lipeng Huang, Junyan Hao, Tao Li, Junliang Qi, Shuo Chen, Guodong Jiang, Haiping |
author_sort | Qiu, Jun |
collection | PubMed |
description | The aim of this study is to explore a novel classification and investigate the clinical significance of hepatocellular carcinoma (HCC) cells. We analyzed integrated single-cell RNA sequencing and bulk RNA-seq data obtained from HCC samples. Cell trajectory analysis divided HCC cells into three subgroups with different differentiation states: state 1 was closely related to phosphoric ester hydrolase activity, state 2 was involved in eukaryotic initiation factor 4E binding, translation regulator activity and ribosome, and state 3 was associated with oxidoreductase activity and metabolism. Three molecular classes based on HCC differentiation-related genes (HDRGs) from HCC samples were identified, which revealed immune checkpoint gene expression and overall survival (OS) of HCC patients. Moreover, a prognostic risk scoring (RS) model was generated based on eight HDRGs, and the results showed that the OS of the high-risk group was worse than that of the low-risk group. Further, potential therapeutic drugs were screened out based on eight prognostic RS-HDRGs. This study highlights the importance of HCC cell differentiation in immunotherapy, clinical prognosis, and potential molecular-targeted drugs for HCC patients, and proposes a direction for the development of individualized treatments for HCC. |
format | Online Article Text |
id | pubmed-10426728 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | De Gruyter |
record_format | MEDLINE/PubMed |
spelling | pubmed-104267282023-08-16 Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients Qiu, Jun Wang, Haoyun Lv, Xin Mao, Lipeng Huang, Junyan Hao, Tao Li, Junliang Qi, Shuo Chen, Guodong Jiang, Haiping Open Life Sci Research Article The aim of this study is to explore a novel classification and investigate the clinical significance of hepatocellular carcinoma (HCC) cells. We analyzed integrated single-cell RNA sequencing and bulk RNA-seq data obtained from HCC samples. Cell trajectory analysis divided HCC cells into three subgroups with different differentiation states: state 1 was closely related to phosphoric ester hydrolase activity, state 2 was involved in eukaryotic initiation factor 4E binding, translation regulator activity and ribosome, and state 3 was associated with oxidoreductase activity and metabolism. Three molecular classes based on HCC differentiation-related genes (HDRGs) from HCC samples were identified, which revealed immune checkpoint gene expression and overall survival (OS) of HCC patients. Moreover, a prognostic risk scoring (RS) model was generated based on eight HDRGs, and the results showed that the OS of the high-risk group was worse than that of the low-risk group. Further, potential therapeutic drugs were screened out based on eight prognostic RS-HDRGs. This study highlights the importance of HCC cell differentiation in immunotherapy, clinical prognosis, and potential molecular-targeted drugs for HCC patients, and proposes a direction for the development of individualized treatments for HCC. De Gruyter 2023-08-08 /pmc/articles/PMC10426728/ /pubmed/37589009 http://dx.doi.org/10.1515/biol-2022-0656 Text en © 2023 the author(s), published by De Gruyter https://creativecommons.org/licenses/by/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License. |
spellingShingle | Research Article Qiu, Jun Wang, Haoyun Lv, Xin Mao, Lipeng Huang, Junyan Hao, Tao Li, Junliang Qi, Shuo Chen, Guodong Jiang, Haiping Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients |
title | Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients |
title_full | Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients |
title_fullStr | Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients |
title_full_unstemmed | Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients |
title_short | Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients |
title_sort | hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10426728/ https://www.ncbi.nlm.nih.gov/pubmed/37589009 http://dx.doi.org/10.1515/biol-2022-0656 |
work_keys_str_mv | AT qiujun hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients AT wanghaoyun hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients AT lvxin hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients AT maolipeng hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients AT huangjunyan hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients AT haotao hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients AT lijunliang hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients AT qishuo hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients AT chenguodong hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients AT jianghaiping hepatocellularcarcinomacelldifferentiationtrajectorypredictsimmunotherapypotentialtherapeuticdrugsandprognosisofpatients |