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A multi-omics analysis reveals CLSPN is associated with prognosis, immune microenvironment and drug resistance in cancers
BACKGROUND: Immunotherapy is effective only in limited patients. It is urgent to discover a novel biomarker to predict immune cells infiltration status and immunotherapy response of different cancers. CLSPN has been reported to play a pivotal role in various biological processes. However, a comprehe...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10239117/ https://www.ncbi.nlm.nih.gov/pubmed/37268895 http://dx.doi.org/10.1186/s12575-023-00201-6 |
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author | Chen, Yihong Wen, Haicheng Li, Yin Han, Ying Tan, Jun Guo, Cao Cai, Changjing Liu, Ping Peng, Yinghui Liu, Yihan Wang, Xinwen Zeng, Shan Feng, Ziyang Shen, Hong |
author_facet | Chen, Yihong Wen, Haicheng Li, Yin Han, Ying Tan, Jun Guo, Cao Cai, Changjing Liu, Ping Peng, Yinghui Liu, Yihan Wang, Xinwen Zeng, Shan Feng, Ziyang Shen, Hong |
author_sort | Chen, Yihong |
collection | PubMed |
description | BACKGROUND: Immunotherapy is effective only in limited patients. It is urgent to discover a novel biomarker to predict immune cells infiltration status and immunotherapy response of different cancers. CLSPN has been reported to play a pivotal role in various biological processes. However, a comprehensive analysis of CLSPN in cancers has not been conducted. METHODS: To show the whole picture of CLSPN in cancers, a pan-cancer analysis was conducted in 9125 tumor samples across 33 cancer types by integrating transcriptomic, epigenomic and pharmacogenomics data. Moreover, the role of CLSPN in cancer was validated by CCK-8, EDU, colony formation and flow cytometry in vitro and tumor cell derived xenograft model in vivo. RESULTS: CLSPN expression was generally upregulated in most cancer types and was significantly associated with prognosis in different tumor samples. Moreover, elevated CLSPN expression was closely correlated with immune cells infiltration, TMB (tumor mutational burden), MSI (microsatellite instability), MMR (mismatch repair), DNA methylation and stemness score across 33 cancer types. Enrichment analysis of functional genes revealed that CLSPN participated in the regulation of numerous signaling pathways involved in cell cycle and inflammatory response. The expression of CLSPN in LUAD patients were further analyzed at the single-cell level. Knockdown CLSPN significantly inhibited cancer cell proliferation and cell cycle related cyclin-dependent kinase (CDK) family and Cyclin family expression in LUAD (lung adenocarcinoma) both in vitro and in vivo experiments. Finally, we conducted structure-based virtual screening by modelling the structure of CHK1 kinase domain and Claspin phosphopeptide complex. The top five hit compounds were screened and validated by molecular docking and Connectivity Map (CMap) analysis. CONCLUSION: Our multi-omics analysis offers a systematic understanding of the roles of CLSPN in pan-cancer and provides a potential target for future cancer treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12575-023-00201-6. |
format | Online Article Text |
id | pubmed-10239117 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102391172023-06-04 A multi-omics analysis reveals CLSPN is associated with prognosis, immune microenvironment and drug resistance in cancers Chen, Yihong Wen, Haicheng Li, Yin Han, Ying Tan, Jun Guo, Cao Cai, Changjing Liu, Ping Peng, Yinghui Liu, Yihan Wang, Xinwen Zeng, Shan Feng, Ziyang Shen, Hong Biol Proced Online Research BACKGROUND: Immunotherapy is effective only in limited patients. It is urgent to discover a novel biomarker to predict immune cells infiltration status and immunotherapy response of different cancers. CLSPN has been reported to play a pivotal role in various biological processes. However, a comprehensive analysis of CLSPN in cancers has not been conducted. METHODS: To show the whole picture of CLSPN in cancers, a pan-cancer analysis was conducted in 9125 tumor samples across 33 cancer types by integrating transcriptomic, epigenomic and pharmacogenomics data. Moreover, the role of CLSPN in cancer was validated by CCK-8, EDU, colony formation and flow cytometry in vitro and tumor cell derived xenograft model in vivo. RESULTS: CLSPN expression was generally upregulated in most cancer types and was significantly associated with prognosis in different tumor samples. Moreover, elevated CLSPN expression was closely correlated with immune cells infiltration, TMB (tumor mutational burden), MSI (microsatellite instability), MMR (mismatch repair), DNA methylation and stemness score across 33 cancer types. Enrichment analysis of functional genes revealed that CLSPN participated in the regulation of numerous signaling pathways involved in cell cycle and inflammatory response. The expression of CLSPN in LUAD patients were further analyzed at the single-cell level. Knockdown CLSPN significantly inhibited cancer cell proliferation and cell cycle related cyclin-dependent kinase (CDK) family and Cyclin family expression in LUAD (lung adenocarcinoma) both in vitro and in vivo experiments. Finally, we conducted structure-based virtual screening by modelling the structure of CHK1 kinase domain and Claspin phosphopeptide complex. The top five hit compounds were screened and validated by molecular docking and Connectivity Map (CMap) analysis. CONCLUSION: Our multi-omics analysis offers a systematic understanding of the roles of CLSPN in pan-cancer and provides a potential target for future cancer treatment. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12575-023-00201-6. BioMed Central 2023-06-03 /pmc/articles/PMC10239117/ /pubmed/37268895 http://dx.doi.org/10.1186/s12575-023-00201-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 Chen, Yihong Wen, Haicheng Li, Yin Han, Ying Tan, Jun Guo, Cao Cai, Changjing Liu, Ping Peng, Yinghui Liu, Yihan Wang, Xinwen Zeng, Shan Feng, Ziyang Shen, Hong A multi-omics analysis reveals CLSPN is associated with prognosis, immune microenvironment and drug resistance in cancers |
title | A multi-omics analysis reveals CLSPN is associated with prognosis, immune microenvironment and drug resistance in cancers |
title_full | A multi-omics analysis reveals CLSPN is associated with prognosis, immune microenvironment and drug resistance in cancers |
title_fullStr | A multi-omics analysis reveals CLSPN is associated with prognosis, immune microenvironment and drug resistance in cancers |
title_full_unstemmed | A multi-omics analysis reveals CLSPN is associated with prognosis, immune microenvironment and drug resistance in cancers |
title_short | A multi-omics analysis reveals CLSPN is associated with prognosis, immune microenvironment and drug resistance in cancers |
title_sort | multi-omics analysis reveals clspn is associated with prognosis, immune microenvironment and drug resistance in cancers |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10239117/ https://www.ncbi.nlm.nih.gov/pubmed/37268895 http://dx.doi.org/10.1186/s12575-023-00201-6 |
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