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RNA-seq analysis of Metastatic and Localized human Pancreatic Neuroendocrine Tumors

ABSTRACT: We report the application of single-molecule-based sequencing technology for high-throughput profiling of RNAs in human pancreatic neuroendocrine tumor (PNET) tissues. We analyzed the transcriptome maps of primary tumor sites from patients that presented metastasis or not (localized). This analysis revelaed that the immune cell and pathway-related molecular signatures were enriched in metastatic compared to localized tumors. Given the wide change of gene expression in metastatic PNETs, we analyzed the RNA-seq data using a L1000 drug-induced signature to identify pharmacologic agents that might preferentially target metastatic disease. In a separate study, we analyzed our RNA-seq data to understand the molecular basis of sexual dimorphisms in PNETs. We found that PNETs are associated with the emergence of unique sex-specific transcriptomic differences that are not observed in non-neoplastic pancreatic islet tissues.

ORGANISM(S): Homo sapiens

PROVIDER: GSE178398 | GEO | 2022/06/30

REPOSITORIES: GEO

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Project description:A six-gene signature predicts survival of patients with localized pancreatic ductal adenocarcinoma Pancreatic ductal adenocarcinoma (PDAC), comprising over 90% of all pancreatic cancers, remains a lethal disease with an estimated 232,000 new cases, 227,000 deaths per year worldwide, and a less than 5% five-year survival rate. Currently the standard of care for the 20% of patients with localized disease is surgery followed by chemotherapy, and in some cases radiation. Unfortunately despite the use of adjuvant therapy, median survival remains at best 23 months. It is important to note however, that up to 27% of patients with resected PDAC can survive for five years. However, in these studies examining actual long-term survivors, only two have found that adjuvant therapy was associated with improved survival. In addition, randomized controlled trials of gemcitabine-based chemotherapy demonstrate an improvement in median survival of at best 3 months. One possible conclusion from these studies is that tumor biology dictates outcome and that our current adjuvant therapy has only a modest impact on altering a patient's course.Hypothesizing that the dismal outcome of patients with localized disease is due to the presence of micrometastasic disease, current clinical investigation has focused on preoperative or neoadjuvant therapy. This approach, where patients who cannot tolerate the stress of therapy or develop metastatic disease during treatment are spared surgery, has demonstrated an overall survival of 34 months in this highly selected patient population. Therefore the ability to select patients who would most benefit from a neoadjuvant approach may be important. One way to do this is to define a prognostic gene signature that can identify patients with more aggressive tumor biology upfront. reference x sample The 30 Nebraska and UNC samples were not analyzed with clinical data so it is not provided. One of the PE samples is missing some clinical data.

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RNA-seq analysis of Metastatic and Localized human Pancreatic Neuroendocrine Tumors

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