Back to Search
Start Over
Gene expression accurately distinguishes liver metastases of small bowel and pancreas neuroendocrine tumors
- Source :
- Clinical & Experimental Metastasis. 31:935-944
- Publication Year :
- 2014
- Publisher :
- Springer Science and Business Media LLC, 2014.
-
Abstract
- Small bowel (SBNETs) and pancreatic neuroendocrine tumors (PNETs) often present with liver metastases. Although liver biopsy establishes a neuroendocrine diagnosis, the primary tumor site is frequently unknown without exploratory surgery. Gene expression differences in metastases may distinguish primary SBNETs and PNETs. This study sought to determine expression differences of four genes in neuroendocrine metastases and to create a gene expression algorithm to distinguish the primary site. Nodal and liver metastases from SBNETs and PNETs (n = 136) were collected at surgery under an Institutional Review Board-approved protocol. Quantitative PCR measured expression of bombesin-like receptor-3, opioid receptor kappa-1, oxytocin receptor, and secretin receptor in metastases. Logistic regression models defined an algorithm predicting the primary tumor site. Models were developed on a training set of 21 nodal metastases and performance was validated on an independent set of nodal and liver metastases. Expression of all four genes was significantly different in SBNET compared to PNET metastases. The optimal model employed expression of bombesin-like receptor-3 and opioid receptor kappa-1. When these genes did not amplify, the algorithm used oxytocin receptor and secretin receptor expression, which allowed classification of all 136 metastases with 94.1 % accuracy. In the independent liver metastasis validation set, 52/56 (92.9 %) were correctly classified. Positive predictive values were 92.5 % for SBNETs and 93.8 % for PNETs. This validated algorithm accurately distinguishes SBNET and PNET metastases based on their expression of four genes. High accuracy in liver metastases demonstrates applicability to the clinical setting. Studies assessing this algorithm's utility in prospective clinical decision-making are warranted.
- Subjects :
- Adult
Male
Cancer Research
Pathology
medicine.medical_specialty
Biology
Neuroendocrine tumors
Real-Time Polymerase Chain Reaction
Article
Receptors, G-Protein-Coupled
Receptors, Gastrointestinal Hormone
Metastasis
Surgical oncology
Intestinal Neoplasms
Intestine, Small
Biomarkers, Tumor
medicine
Humans
RNA, Messenger
Aged
Oligonucleotide Array Sequence Analysis
Aged, 80 and over
medicine.diagnostic_test
Gene Expression Profiling
Receptors, Opioid, kappa
Liver Neoplasms
General Medicine
Middle Aged
Prognosis
medicine.disease
Oxytocin receptor
Primary tumor
Pancreatic Neoplasms
Receptors, Bombesin
Survival Rate
Gene expression profiling
Neuroendocrine Tumors
medicine.anatomical_structure
Oncology
Receptors, Oxytocin
Lymphatic Metastasis
Liver biopsy
Female
Neoplasm Grading
Pancreas
Follow-Up Studies
Subjects
Details
- ISSN :
- 15737276 and 02620898
- Volume :
- 31
- Database :
- OpenAIRE
- Journal :
- Clinical & Experimental Metastasis
- Accession number :
- edsair.doi.dedup.....a7d6d12beae4fd345b18c77fe1669b0b
- Full Text :
- https://doi.org/10.1007/s10585-014-9681-2