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GREM1 is a novel serum diagnostic marker and potential therapeutic target for pancreatic ductal adenocarcinoma
OBJECTIVE: Pancreatic ductal adenocarcinoma (PDAC) is a highly malignant neoplasm with rising incidence worldwide. Gremlin 1 (GREM1), a regulator of bone morphogenetic protein (BMP) signaling, fine-tunes extensive biological processes, including organ morphology, cellular metabolism, and multiple pa...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9458890/ https://www.ncbi.nlm.nih.gov/pubmed/36091126 http://dx.doi.org/10.3389/fonc.2022.968610 |
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author | Yang, Sen Zhang, Yalu Hua, Yuze Cui, Ming Wang, Mengyi Gao, Junyi Liu, Qiaofei Liao, Quan |
author_facet | Yang, Sen Zhang, Yalu Hua, Yuze Cui, Ming Wang, Mengyi Gao, Junyi Liu, Qiaofei Liao, Quan |
author_sort | Yang, Sen |
collection | PubMed |
description | OBJECTIVE: Pancreatic ductal adenocarcinoma (PDAC) is a highly malignant neoplasm with rising incidence worldwide. Gremlin 1 (GREM1), a regulator of bone morphogenetic protein (BMP) signaling, fine-tunes extensive biological processes, including organ morphology, cellular metabolism, and multiple pathological developments. The roles of GREM1 in PDAC remain unknown. METHODS: Varieties of public databases and online software were employed to analyze the expressions at transcription and protein levels of GREM1 in multiple malignant neoplasms including PDAC, and in addition, its potential pro-tumoral functions in PDAC were further evaluated. A total of 340 serum samples of pancreatic disease, including PDAC, low-grade malignant pancreatic neoplasm, benign pancreatic neoplasm, pancreatitis, and 132 healthy controls, were collected to detect GREM1. The roles of serum GREM1 in the diagnosis and prediction of survival of PDAC after radical resection were also analyzed. RESULTS: Bioinformatics analyses revealed that GREM1 was overexpressed in PDAC and predicted a poorer survival in PDAC. A higher protein level of GREM1 in PDAC correlated with stroma formation and immunosuppression by recruiting varieties of immunosuppressive cells, including T regulatory cells (Tregs), M2 macrophages, myeloid-derived suppressor cells (MDSCs), and exhaustion T cells into the tumor microenvironment. A higher level of serum GREM1 was observed in PDAC patients, compared to healthy control (p < 0.001). Serum GREM1 had a good diagnostic value (area under the curve (AUC) = 0.718, p < 0.001), and its combination with carbohydrate antigen 199 (CA199) achieved a better diagnostic efficacy (AUC = 0.914, p < 0.001), compared to CA199 alone. The cutoff value was calculated by receiver operating characteristic (ROC) analysis, and PDAC patients were divided into two groups of low and high GREM1. Logistic analyses showed serum GREM1 positively correlated with tumor size (hazard ratio (HR) = 7.097, p = 0.032) and histopathological grades (HR = 2.898, p = 0.014). High-level serum GREM1 (1,117.8 pg/ml) showed a shorter postoperative survival (p = 0.0394). CONCLUSION: Higher intra-tumoral expression of GREM1 in PDAC contributes to tumor stroma and immunosuppressive tumor microenvironment, presenting its therapeutic potential. High-level serum GREM1 predicts poorer survival after resection. A combination of serum CA199 and GREM1 shows a stronger diagnostic efficacy in PDAC. |
format | Online Article Text |
id | pubmed-9458890 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94588902022-09-10 GREM1 is a novel serum diagnostic marker and potential therapeutic target for pancreatic ductal adenocarcinoma Yang, Sen Zhang, Yalu Hua, Yuze Cui, Ming Wang, Mengyi Gao, Junyi Liu, Qiaofei Liao, Quan Front Oncol Oncology OBJECTIVE: Pancreatic ductal adenocarcinoma (PDAC) is a highly malignant neoplasm with rising incidence worldwide. Gremlin 1 (GREM1), a regulator of bone morphogenetic protein (BMP) signaling, fine-tunes extensive biological processes, including organ morphology, cellular metabolism, and multiple pathological developments. The roles of GREM1 in PDAC remain unknown. METHODS: Varieties of public databases and online software were employed to analyze the expressions at transcription and protein levels of GREM1 in multiple malignant neoplasms including PDAC, and in addition, its potential pro-tumoral functions in PDAC were further evaluated. A total of 340 serum samples of pancreatic disease, including PDAC, low-grade malignant pancreatic neoplasm, benign pancreatic neoplasm, pancreatitis, and 132 healthy controls, were collected to detect GREM1. The roles of serum GREM1 in the diagnosis and prediction of survival of PDAC after radical resection were also analyzed. RESULTS: Bioinformatics analyses revealed that GREM1 was overexpressed in PDAC and predicted a poorer survival in PDAC. A higher protein level of GREM1 in PDAC correlated with stroma formation and immunosuppression by recruiting varieties of immunosuppressive cells, including T regulatory cells (Tregs), M2 macrophages, myeloid-derived suppressor cells (MDSCs), and exhaustion T cells into the tumor microenvironment. A higher level of serum GREM1 was observed in PDAC patients, compared to healthy control (p < 0.001). Serum GREM1 had a good diagnostic value (area under the curve (AUC) = 0.718, p < 0.001), and its combination with carbohydrate antigen 199 (CA199) achieved a better diagnostic efficacy (AUC = 0.914, p < 0.001), compared to CA199 alone. The cutoff value was calculated by receiver operating characteristic (ROC) analysis, and PDAC patients were divided into two groups of low and high GREM1. Logistic analyses showed serum GREM1 positively correlated with tumor size (hazard ratio (HR) = 7.097, p = 0.032) and histopathological grades (HR = 2.898, p = 0.014). High-level serum GREM1 (1,117.8 pg/ml) showed a shorter postoperative survival (p = 0.0394). CONCLUSION: Higher intra-tumoral expression of GREM1 in PDAC contributes to tumor stroma and immunosuppressive tumor microenvironment, presenting its therapeutic potential. High-level serum GREM1 predicts poorer survival after resection. A combination of serum CA199 and GREM1 shows a stronger diagnostic efficacy in PDAC. Frontiers Media S.A. 2022-08-26 /pmc/articles/PMC9458890/ /pubmed/36091126 http://dx.doi.org/10.3389/fonc.2022.968610 Text en Copyright © 2022 Yang, Zhang, Hua, Cui, Wang, Gao, Liu and Liao https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Oncology Yang, Sen Zhang, Yalu Hua, Yuze Cui, Ming Wang, Mengyi Gao, Junyi Liu, Qiaofei Liao, Quan GREM1 is a novel serum diagnostic marker and potential therapeutic target for pancreatic ductal adenocarcinoma |
title | GREM1 is a novel serum diagnostic marker and potential therapeutic target for pancreatic ductal adenocarcinoma |
title_full | GREM1 is a novel serum diagnostic marker and potential therapeutic target for pancreatic ductal adenocarcinoma |
title_fullStr | GREM1 is a novel serum diagnostic marker and potential therapeutic target for pancreatic ductal adenocarcinoma |
title_full_unstemmed | GREM1 is a novel serum diagnostic marker and potential therapeutic target for pancreatic ductal adenocarcinoma |
title_short | GREM1 is a novel serum diagnostic marker and potential therapeutic target for pancreatic ductal adenocarcinoma |
title_sort | grem1 is a novel serum diagnostic marker and potential therapeutic target for pancreatic ductal adenocarcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9458890/ https://www.ncbi.nlm.nih.gov/pubmed/36091126 http://dx.doi.org/10.3389/fonc.2022.968610 |
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