Cargando…
The Role of PDGFRA in Predicting Oncological and Immune Characteristics in Pancreatic Ductal Adenocarcinoma
OBJECTIVE: Pancreatic ductal adenocarcinoma (PDAC) is a lethal solid gastrointestinal malignancy with poor immune infiltration and a limited response to immunotherapy. The aim of our study was to explore the predictive value of platelet-derived growth factors (PDGFs) and their receptors (PDGFRs), wh...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976608/ https://www.ncbi.nlm.nih.gov/pubmed/35378770 http://dx.doi.org/10.1155/2022/4148805 |
_version_ | 1784680612961976320 |
---|---|
author | Wu, Zijian Xu, Jin Tang, Rong Wang, Wei Zhang, Bo Yu, Xianjun Liu, Jiang Shi, Si |
author_facet | Wu, Zijian Xu, Jin Tang, Rong Wang, Wei Zhang, Bo Yu, Xianjun Liu, Jiang Shi, Si |
author_sort | Wu, Zijian |
collection | PubMed |
description | OBJECTIVE: Pancreatic ductal adenocarcinoma (PDAC) is a lethal solid gastrointestinal malignancy with poor immune infiltration and a limited response to immunotherapy. The aim of our study was to explore the predictive value of platelet-derived growth factors (PDGFs) and their receptors (PDGFRs), which are widely expressed in various tumor cells. METHODS: Transcriptomic data with follow-up information were obtained from the GEO, TCGA and ArrayExpress. The Kaplan–Meier (KM) method and univariate Cox (UniCox) proportional hazard regression were used to show the survival outcomes of the groups. Immune infiltration was analyzed using the online databases TISCH, TISIDB, TIMER2.0, and TIDE as well as the R packages “estimate” and “GSVA.” Mutation and functional enrichment analyses were conducted using the R packages “maftools,” “clusterProfiler,” and online repository HOME for Researchers. Finally, the results were validated in 79 samples from our cancer center. RESULTS: Survival analysis using public databases and the FUSCC cohort indicated PDGFRA to be associated with prolonged overall survival (OS) (both p < 0.05). PDGFRA expression was highest in cancer-associated fibroblasts (CAFs) of PDAC, as validated in public databases and cell lines from our cancer center. The high expression of PDGFRA was associated with increased immune infiltration and potent T cell cytotoxicity in PDAC. CONCLUSION: In summary, high PDGFRA expression is associated with increased immune infiltration and prolonged OS. This finding might provide a new strategy for regulating immune cell infiltration in PDAC and improving the efficacy of immunotherapy. |
format | Online Article Text |
id | pubmed-8976608 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-89766082022-04-03 The Role of PDGFRA in Predicting Oncological and Immune Characteristics in Pancreatic Ductal Adenocarcinoma Wu, Zijian Xu, Jin Tang, Rong Wang, Wei Zhang, Bo Yu, Xianjun Liu, Jiang Shi, Si J Oncol Research Article OBJECTIVE: Pancreatic ductal adenocarcinoma (PDAC) is a lethal solid gastrointestinal malignancy with poor immune infiltration and a limited response to immunotherapy. The aim of our study was to explore the predictive value of platelet-derived growth factors (PDGFs) and their receptors (PDGFRs), which are widely expressed in various tumor cells. METHODS: Transcriptomic data with follow-up information were obtained from the GEO, TCGA and ArrayExpress. The Kaplan–Meier (KM) method and univariate Cox (UniCox) proportional hazard regression were used to show the survival outcomes of the groups. Immune infiltration was analyzed using the online databases TISCH, TISIDB, TIMER2.0, and TIDE as well as the R packages “estimate” and “GSVA.” Mutation and functional enrichment analyses were conducted using the R packages “maftools,” “clusterProfiler,” and online repository HOME for Researchers. Finally, the results were validated in 79 samples from our cancer center. RESULTS: Survival analysis using public databases and the FUSCC cohort indicated PDGFRA to be associated with prolonged overall survival (OS) (both p < 0.05). PDGFRA expression was highest in cancer-associated fibroblasts (CAFs) of PDAC, as validated in public databases and cell lines from our cancer center. The high expression of PDGFRA was associated with increased immune infiltration and potent T cell cytotoxicity in PDAC. CONCLUSION: In summary, high PDGFRA expression is associated with increased immune infiltration and prolonged OS. This finding might provide a new strategy for regulating immune cell infiltration in PDAC and improving the efficacy of immunotherapy. Hindawi 2022-03-26 /pmc/articles/PMC8976608/ /pubmed/35378770 http://dx.doi.org/10.1155/2022/4148805 Text en Copyright © 2022 Zijian Wu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Wu, Zijian Xu, Jin Tang, Rong Wang, Wei Zhang, Bo Yu, Xianjun Liu, Jiang Shi, Si The Role of PDGFRA in Predicting Oncological and Immune Characteristics in Pancreatic Ductal Adenocarcinoma |
title | The Role of PDGFRA in Predicting Oncological and Immune Characteristics in Pancreatic Ductal Adenocarcinoma |
title_full | The Role of PDGFRA in Predicting Oncological and Immune Characteristics in Pancreatic Ductal Adenocarcinoma |
title_fullStr | The Role of PDGFRA in Predicting Oncological and Immune Characteristics in Pancreatic Ductal Adenocarcinoma |
title_full_unstemmed | The Role of PDGFRA in Predicting Oncological and Immune Characteristics in Pancreatic Ductal Adenocarcinoma |
title_short | The Role of PDGFRA in Predicting Oncological and Immune Characteristics in Pancreatic Ductal Adenocarcinoma |
title_sort | role of pdgfra in predicting oncological and immune characteristics in pancreatic ductal adenocarcinoma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8976608/ https://www.ncbi.nlm.nih.gov/pubmed/35378770 http://dx.doi.org/10.1155/2022/4148805 |
work_keys_str_mv | AT wuzijian theroleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT xujin theroleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT tangrong theroleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT wangwei theroleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT zhangbo theroleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT yuxianjun theroleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT liujiang theroleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT shisi theroleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT wuzijian roleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT xujin roleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT tangrong roleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT wangwei roleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT zhangbo roleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT yuxianjun roleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT liujiang roleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma AT shisi roleofpdgfrainpredictingoncologicalandimmunecharacteristicsinpancreaticductaladenocarcinoma |