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The predictive value of prognosis and therapeutic response for STAT family in pancreatic cancer
BACKGROUND: Signal transducers and activators of transcription (STAT) proteins, well-known cytoplasmic transcription factors, were found to be abnormally expressed in various cancers and play essential parts in the initiation, progression and therapy resistance of cancer. Nevertheless, the functions...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10199255/ https://www.ncbi.nlm.nih.gov/pubmed/37215832 http://dx.doi.org/10.1016/j.heliyon.2023.e16150 |
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author | He, Zhengfei Zhang, Xiaochun Wang, Shanshan Dai, Xiaojun Wang, Qingying Lu, Qingyun Lu, Haiyan Wu, Yongjian Wang, Hui Wang, Xuemei Wang, Haibo Liu, Yanqing |
author_facet | He, Zhengfei Zhang, Xiaochun Wang, Shanshan Dai, Xiaojun Wang, Qingying Lu, Qingyun Lu, Haiyan Wu, Yongjian Wang, Hui Wang, Xuemei Wang, Haibo Liu, Yanqing |
author_sort | He, Zhengfei |
collection | PubMed |
description | BACKGROUND: Signal transducers and activators of transcription (STAT) proteins, well-known cytoplasmic transcription factors, were found to be abnormally expressed in various cancers and play essential parts in the initiation, progression and therapy resistance of cancer. Nevertheless, the functions of different STATs in pancreatic cancer (PC) and their relationship to the prognosis and immune infiltration as well as drug efficacy in PC patients have not been systematically elucidated. METHODS: Expression, prognosis, genetic alterations and pathway enrichment analyses of the STAT family were investigated via Oncomine, GEPIA, Kaplan Meier-plotter, cBioPortal, Metascape and GSEA. Analysis of tumor immune microenvironment was conducted by ESTIMATE and TIMER. “pRRophetic” packages were used for analysis of chemotherapeutic response. Finally, the diagnostic and prognostic value of key STATs were further validated through public datasets and immunohistochemistry. RESULTS: In this study, only STAT1 mRNA level was significantly increased in tumor tissues and highly expressed in PC cell lines via multiple datasets. PC patients with higher STAT1/4/6 expression had a worse overall survival (OS) and progression-free survival (PFS), while higher STAT5B expression was correlated with better prognosis in the TCGA cohort. The STATs-associated genes were enriched in pathways about the remodeling of tumor immune microenvironment. The STATs levels were significantly correlated with immune infiltration, except STAT6. The STAT1 was identified as a potential biomarker and its diagnostic and prognostic value were further validated at mRNA and protein levels. GSEA showed that STAT1 may be involved in the progression and immune regulations of PC. Moreover, STAT1 expression was significantly related to the level of immune checkpoint, and predicted immunotherapy and chemotherapy responses. CONCLUSION: STAT family members were comprehensively analyzed and STAT1 was identified as an effective biomarker for predicting the survival and therapeutic response, which could be beneficial to develop better treatment strategies. |
format | Online Article Text |
id | pubmed-10199255 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-101992552023-05-21 The predictive value of prognosis and therapeutic response for STAT family in pancreatic cancer He, Zhengfei Zhang, Xiaochun Wang, Shanshan Dai, Xiaojun Wang, Qingying Lu, Qingyun Lu, Haiyan Wu, Yongjian Wang, Hui Wang, Xuemei Wang, Haibo Liu, Yanqing Heliyon Research Article BACKGROUND: Signal transducers and activators of transcription (STAT) proteins, well-known cytoplasmic transcription factors, were found to be abnormally expressed in various cancers and play essential parts in the initiation, progression and therapy resistance of cancer. Nevertheless, the functions of different STATs in pancreatic cancer (PC) and their relationship to the prognosis and immune infiltration as well as drug efficacy in PC patients have not been systematically elucidated. METHODS: Expression, prognosis, genetic alterations and pathway enrichment analyses of the STAT family were investigated via Oncomine, GEPIA, Kaplan Meier-plotter, cBioPortal, Metascape and GSEA. Analysis of tumor immune microenvironment was conducted by ESTIMATE and TIMER. “pRRophetic” packages were used for analysis of chemotherapeutic response. Finally, the diagnostic and prognostic value of key STATs were further validated through public datasets and immunohistochemistry. RESULTS: In this study, only STAT1 mRNA level was significantly increased in tumor tissues and highly expressed in PC cell lines via multiple datasets. PC patients with higher STAT1/4/6 expression had a worse overall survival (OS) and progression-free survival (PFS), while higher STAT5B expression was correlated with better prognosis in the TCGA cohort. The STATs-associated genes were enriched in pathways about the remodeling of tumor immune microenvironment. The STATs levels were significantly correlated with immune infiltration, except STAT6. The STAT1 was identified as a potential biomarker and its diagnostic and prognostic value were further validated at mRNA and protein levels. GSEA showed that STAT1 may be involved in the progression and immune regulations of PC. Moreover, STAT1 expression was significantly related to the level of immune checkpoint, and predicted immunotherapy and chemotherapy responses. CONCLUSION: STAT family members were comprehensively analyzed and STAT1 was identified as an effective biomarker for predicting the survival and therapeutic response, which could be beneficial to develop better treatment strategies. Elsevier 2023-05-12 /pmc/articles/PMC10199255/ /pubmed/37215832 http://dx.doi.org/10.1016/j.heliyon.2023.e16150 Text en © 2023 Published by Elsevier Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article He, Zhengfei Zhang, Xiaochun Wang, Shanshan Dai, Xiaojun Wang, Qingying Lu, Qingyun Lu, Haiyan Wu, Yongjian Wang, Hui Wang, Xuemei Wang, Haibo Liu, Yanqing The predictive value of prognosis and therapeutic response for STAT family in pancreatic cancer |
title | The predictive value of prognosis and therapeutic response for STAT family in pancreatic cancer |
title_full | The predictive value of prognosis and therapeutic response for STAT family in pancreatic cancer |
title_fullStr | The predictive value of prognosis and therapeutic response for STAT family in pancreatic cancer |
title_full_unstemmed | The predictive value of prognosis and therapeutic response for STAT family in pancreatic cancer |
title_short | The predictive value of prognosis and therapeutic response for STAT family in pancreatic cancer |
title_sort | predictive value of prognosis and therapeutic response for stat family in pancreatic cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10199255/ https://www.ncbi.nlm.nih.gov/pubmed/37215832 http://dx.doi.org/10.1016/j.heliyon.2023.e16150 |
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