Back to Search
Start Over
Salivary Transcriptomic Biomarkers for Detection of Resectable Pancreatic Cancer
- Publication Year :
- 2009
-
Abstract
- BACKGROUND & AIMS: Lack of detection technology for early pancreatic cancer invariably leads to a typical clinical presentation of incurable disease at initial diagnosis. New strategies and biomarkers for early detection are sorely needed. In this study, we have conducted a prospective sample collection and retrospective blinded validation to evaluate the performance and translational utilities of salivary transcriptomic biomarkers for the noninvasive detection of resectable pancreatic cancer. METHODS: The Affymetrix HG U133 Plus 2.0 Array (Affymetrix, Santa Clara, CA) was used to profile transcriptomes and discover altered gene expression in saliva supernatant. Biomarkers discovered from the microarray study were subjected to clinical validation using an independent sample set of 30 pancreatic cancer patients, 30 chronic pancreatitis patients, and 30 healthy controls. RESULTS: Twelve messenger RNA biomarkers were discovered and validated. The logistic regression model with the combination of 4 messenger RNA biomarkers (KRAS, MBD3L2, ACRV1, and DPM1) could differentiate pancreatic cancer patients from noncancer subjects (chronic pancreatitis and healthy control), yielding a receiver operating characteristic plot, area under the curve value of 0.971 with 90.0% sensitivity and 95.0% specificity. CONCLUSIONS: The salivary biomarkers possess discriminatory power for the detection of resectable pancreatic cancer, with high specificity and sensitivity. This report provides the proof of concept of salivary biomarkers for the noninvasive detection of a systemic cancer and paves the way for prediction model validation study followed by pivotal clinical validation.
- Subjects :
- Oncology
Male
medicine.medical_specialty
Microarray
Biology
Bioinformatics
medicine.disease_cause
Risk Assessment
Sensitivity and Specificity
Article
Predictive Value of Tests
Pancreatic cancer
Internal medicine
medicine
Biomarkers, Tumor
Humans
Genetic Testing
Prospective Studies
RNA, Messenger
Prospective cohort study
Saliva
Early Detection of Cancer
Aged
Oligonucleotide Array Sequence Analysis
Retrospective Studies
Hepatology
Gene Expression Profiling
Gastroenterology
Cancer
Reproducibility of Results
Middle Aged
medicine.disease
Gene Expression Regulation, Neoplastic
Pancreatic Neoplasms
Logistic Models
Salivary diagnostics
ROC Curve
Pancreatitis
Female
KRAS
Sample collection
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....1f57242edb02e840cfbacfc060ce7dd8