Gene Expression Signatures Identify Novel Therapeutics for Metastatic Pancreatic Neuroendocrine Tumors

Pancreatic neuroendocrine tumors (pNETs) are uncommon malignancies noted for their propensity to metastasize and comparatively favorable prognosis. Although both the treatment options and clinical outcomes have improved in the past decades, most patients will die of metastatic disease. New systemic...

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Veröffentlicht in:Clinical cancer research 2020-04, Vol.26 (8), p.2011-2021
Hauptverfasser: Scott, Aaron T, Weitz, Michelle, Breheny, Patrick J, Ear, Po Hien, Darbro, Benjamin, Brown, Bart J, Braun, Terry A, Li, Guiying, Umesalma, Shaikamjad, Kaemmer, Courtney A, Maharjan, Chandra K, Quelle, Dawn E, Bellizzi, Andrew M, Chandrasekharan, Chandrikha, Dillon, Joseph S, O'Dorisio, Thomas M, Howe, James R
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container_end_page 2021
container_issue 8
container_start_page 2011
container_title Clinical cancer research
container_volume 26
creator Scott, Aaron T
Weitz, Michelle
Breheny, Patrick J
Ear, Po Hien
Darbro, Benjamin
Brown, Bart J
Braun, Terry A
Li, Guiying
Umesalma, Shaikamjad
Kaemmer, Courtney A
Maharjan, Chandra K
Quelle, Dawn E
Bellizzi, Andrew M
Chandrasekharan, Chandrikha
Dillon, Joseph S
O'Dorisio, Thomas M
Howe, James R
description Pancreatic neuroendocrine tumors (pNETs) are uncommon malignancies noted for their propensity to metastasize and comparatively favorable prognosis. Although both the treatment options and clinical outcomes have improved in the past decades, most patients will die of metastatic disease. New systemic therapies are needed. Tissues were obtained from 43 patients with well-differentiated pNETs undergoing surgery. Gene expression was compared between primary tumors versus liver and lymph node metastases using RNA-Seq. Genes that were selectively elevated at only one metastatic site were filtered out to reduce tissue-specific effects. Ingenuity pathway analysis (IPA) and the Connectivity Map (CMap) identified drugs likely to antagonize metastasis-specific targets. The biological activity of top identified agents was tested using two pNET cell lines (BON-1 and QGP-1). A total of 902 genes were differentially expressed in pNET metastases compared with primary tumors, 626 of which remained in the common metastatic profile after filtering. Analysis with IPA and CMap revealed altered activity of factors involved in survival and proliferation, and identified drugs targeting those pathways, including inhibitors of mTOR, PI3K, MEK, TOP2A, protein kinase C, NF-kB, cyclin-dependent kinase, and histone deacetylase. Inhibitors of MEK and TOP2A were consistently the most active compounds. We employed a complementary bioinformatics approach to identify novel therapeutics for pNETs by analyzing gene expression in metastatic tumors. The potential utility of these drugs was confirmed by cytotoxicity assays, suggesting drugs targeting MEK and TOP2A may be highly efficacious against metastatic pNETs. This is a promising strategy for discovering more effective treatments for patients with pNETs.
doi_str_mv 10.1158/1078-0432.CCR-19-2884
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Although both the treatment options and clinical outcomes have improved in the past decades, most patients will die of metastatic disease. New systemic therapies are needed. Tissues were obtained from 43 patients with well-differentiated pNETs undergoing surgery. Gene expression was compared between primary tumors versus liver and lymph node metastases using RNA-Seq. Genes that were selectively elevated at only one metastatic site were filtered out to reduce tissue-specific effects. Ingenuity pathway analysis (IPA) and the Connectivity Map (CMap) identified drugs likely to antagonize metastasis-specific targets. The biological activity of top identified agents was tested using two pNET cell lines (BON-1 and QGP-1). A total of 902 genes were differentially expressed in pNET metastases compared with primary tumors, 626 of which remained in the common metastatic profile after filtering. Analysis with IPA and CMap revealed altered activity of factors involved in survival and proliferation, and identified drugs targeting those pathways, including inhibitors of mTOR, PI3K, MEK, TOP2A, protein kinase C, NF-kB, cyclin-dependent kinase, and histone deacetylase. Inhibitors of MEK and TOP2A were consistently the most active compounds. We employed a complementary bioinformatics approach to identify novel therapeutics for pNETs by analyzing gene expression in metastatic tumors. The potential utility of these drugs was confirmed by cytotoxicity assays, suggesting drugs targeting MEK and TOP2A may be highly efficacious against metastatic pNETs. 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source MEDLINE; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; American Association for Cancer Research; Alma/SFX Local Collection
subjects Adult
Aged
Antineoplastic Agents - pharmacology
Biomarkers, Tumor - genetics
Cell Line, Tumor
Computational Biology - methods
Drug Evaluation, Preclinical - methods
Female
Gene Expression Regulation, Neoplastic
Humans
Male
Middle Aged
Molecular Targeted Therapy
Neoplasm Metastasis
Neuroendocrine Tumors - drug therapy
Neuroendocrine Tumors - genetics
Neuroendocrine Tumors - pathology
Pancreatic Neoplasms - drug therapy
Pancreatic Neoplasms - genetics
Pancreatic Neoplasms - pathology
Prognosis
RNA-Seq - methods
title Gene Expression Signatures Identify Novel Therapeutics for Metastatic Pancreatic Neuroendocrine Tumors
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