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Molecular and Functional Heterogeneity of Primary Pancreatic Neuroendocrine Tumors and Metastases
INTRODUCTION: Treatment response to the standard therapy is low for metastatic pancreatic neuroendocrine tumors (PanNETs) mainly due to the tumor heterogeneity. We investigated the heterogeneity between primary PanNETs and metastases to improve the precise treatment. METHODS: The genomic and transcr...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
S. Karger AG
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10614458/ https://www.ncbi.nlm.nih.gov/pubmed/37232011 http://dx.doi.org/10.1159/000530968 |
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author | Guo, Yiying Tian, Chao Cheng, Zixuan Chen, Ruao Li, Yuanliang Su, Fei Shi, Yanfen Tan, Huangying |
author_facet | Guo, Yiying Tian, Chao Cheng, Zixuan Chen, Ruao Li, Yuanliang Su, Fei Shi, Yanfen Tan, Huangying |
author_sort | Guo, Yiying |
collection | PubMed |
description | INTRODUCTION: Treatment response to the standard therapy is low for metastatic pancreatic neuroendocrine tumors (PanNETs) mainly due to the tumor heterogeneity. We investigated the heterogeneity between primary PanNETs and metastases to improve the precise treatment. METHODS: The genomic and transcriptomic data of PanNETs were retrieved from the Genomics, Evidence, Neoplasia, Information, Exchange (GENIE), and Gene Expression Omnibus (GEO) database, respectively. Potential prognostic effects of gene mutations enriched in metastases were investigated. Gene set enrichment analysis was performed to investigate the functional difference. Oncology Knowledge Base was interrogated for identifying the targetable gene alterations. RESULTS: Twenty-one genes had significantly higher mutation rates in metastases which included TP53 (10.3% vs. 16.9%, p = 0.035) and KRAS (3.7% vs. 9.1%, p = 0.016). Signaling pathways related to cell proliferation and metabolism were enriched in metastases, whereas epithelial-mesenchymal transition (EMT) and TGF-β signaling were enriched in primaries. Gene mutations were highly enriched in metastases that had significant unfavorable prognostic effects included mutation of TP53 (p < 0.001), KRAS (p = 0.001), ATM (p = 0.032), KMT2D (p = 0.001), RB1 (p < 0.001), and FAT1 (p < 0.001). Targetable alterations enriched in metastases included mutation of TSC2 (15.5%), ARID1A (9.7%), KRAS (9.1%), PTEN (8.7%), ATM (6.4%), amplification of EGFR (6.0%), MET (5.5%), CDK4 (5.5%), MDM2 (5.0%), and deletion of SMARCB1 (5.0%). CONCLUSION: Metastases exhibited a certain extent of genomic and transcriptomic diversity from primary PanNETs. TP53 and KRAS mutation in primary samples might associate with metastasis and contribute to a poorer prognosis. A high fraction of novel targetable alterations enriched in metastases deserves to be validated in advanced PanNETs. |
format | Online Article Text |
id | pubmed-10614458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | S. Karger AG |
record_format | MEDLINE/PubMed |
spelling | pubmed-106144582023-10-31 Molecular and Functional Heterogeneity of Primary Pancreatic Neuroendocrine Tumors and Metastases Guo, Yiying Tian, Chao Cheng, Zixuan Chen, Ruao Li, Yuanliang Su, Fei Shi, Yanfen Tan, Huangying Neuroendocrinology Research Article INTRODUCTION: Treatment response to the standard therapy is low for metastatic pancreatic neuroendocrine tumors (PanNETs) mainly due to the tumor heterogeneity. We investigated the heterogeneity between primary PanNETs and metastases to improve the precise treatment. METHODS: The genomic and transcriptomic data of PanNETs were retrieved from the Genomics, Evidence, Neoplasia, Information, Exchange (GENIE), and Gene Expression Omnibus (GEO) database, respectively. Potential prognostic effects of gene mutations enriched in metastases were investigated. Gene set enrichment analysis was performed to investigate the functional difference. Oncology Knowledge Base was interrogated for identifying the targetable gene alterations. RESULTS: Twenty-one genes had significantly higher mutation rates in metastases which included TP53 (10.3% vs. 16.9%, p = 0.035) and KRAS (3.7% vs. 9.1%, p = 0.016). Signaling pathways related to cell proliferation and metabolism were enriched in metastases, whereas epithelial-mesenchymal transition (EMT) and TGF-β signaling were enriched in primaries. Gene mutations were highly enriched in metastases that had significant unfavorable prognostic effects included mutation of TP53 (p < 0.001), KRAS (p = 0.001), ATM (p = 0.032), KMT2D (p = 0.001), RB1 (p < 0.001), and FAT1 (p < 0.001). Targetable alterations enriched in metastases included mutation of TSC2 (15.5%), ARID1A (9.7%), KRAS (9.1%), PTEN (8.7%), ATM (6.4%), amplification of EGFR (6.0%), MET (5.5%), CDK4 (5.5%), MDM2 (5.0%), and deletion of SMARCB1 (5.0%). CONCLUSION: Metastases exhibited a certain extent of genomic and transcriptomic diversity from primary PanNETs. TP53 and KRAS mutation in primary samples might associate with metastasis and contribute to a poorer prognosis. A high fraction of novel targetable alterations enriched in metastases deserves to be validated in advanced PanNETs. S. Karger AG 2023-05-12 2023-08 /pmc/articles/PMC10614458/ /pubmed/37232011 http://dx.doi.org/10.1159/000530968 Text en © 2023 The Author(s). Published by S. Karger AG, Basel https://creativecommons.org/licenses/by-nc/4.0/This article is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC) (http://www.karger.com/Services/OpenAccessLicense). Usage and distribution for commercial purposes requires written permission. |
spellingShingle | Research Article Guo, Yiying Tian, Chao Cheng, Zixuan Chen, Ruao Li, Yuanliang Su, Fei Shi, Yanfen Tan, Huangying Molecular and Functional Heterogeneity of Primary Pancreatic Neuroendocrine Tumors and Metastases |
title | Molecular and Functional Heterogeneity of Primary Pancreatic Neuroendocrine Tumors and Metastases |
title_full | Molecular and Functional Heterogeneity of Primary Pancreatic Neuroendocrine Tumors and Metastases |
title_fullStr | Molecular and Functional Heterogeneity of Primary Pancreatic Neuroendocrine Tumors and Metastases |
title_full_unstemmed | Molecular and Functional Heterogeneity of Primary Pancreatic Neuroendocrine Tumors and Metastases |
title_short | Molecular and Functional Heterogeneity of Primary Pancreatic Neuroendocrine Tumors and Metastases |
title_sort | molecular and functional heterogeneity of primary pancreatic neuroendocrine tumors and metastases |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10614458/ https://www.ncbi.nlm.nih.gov/pubmed/37232011 http://dx.doi.org/10.1159/000530968 |
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