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Metabolomic biomarkers of pancreatic cancer: a meta-analysis study
- Source :
- Oncotarget, vol 8, iss 40, Mehta, KY; Wu, H-J; Menon, SS; Fallah, Y; Zhong, X; Rizk, N; et al.(2017). Metabolomic biomarkers of pancreatic cancer-a meta-analysis study. ONCOTARGET, 8(40), 68899-68915. doi: 10.18632/oncotarget.20324. UC Irvine: Retrieved from: http://www.escholarship.org/uc/item/2v65c36v, Oncotarget
- Publication Year :
- 2017
- Publisher :
- eScholarship, University of California, 2017.
-
Abstract
- Pancreatic cancer (PC) is an aggressive disease with high mortality rates, however, there is no blood test for early detection and diagnosis of this disease. Several research groups have reported on metabolomics based clinical investigations to identify biomarkers of PC, however there is a lack of a centralized metabolite biomarker repository that can be used for meta-analysis and biomarker validation. Furthermore, since the incidence of PC is associated with metabolic syndrome and Type 2 diabetes mellitus (T2DM), there is a need to uncouple these common metabolic dysregulations that may otherwise diminish the clinical utility of metabolomic biosignatures. Here, we attempted to externally replicate proposed metabolite biomarkers of PC reported by several other groups in an independent group of PC subjects. Our study design included a T2DM cohort that was used as a non-cancer control and a separate cohort diagnosed with colorectal cancer (CRC), as a cancer disease control to eliminate possible generic biomarkers of cancer. We used targeted mass spectrometry for quantitation of literature-curated metabolite markers and identified a biomarker panel that discriminates between normal controls (NC) and PC patients with high accuracy. Further evaluation of our model with CRC, however, showed a drop in specificity for the PC biomarker panel. Taken together, our study underscores the need for a more robust study design for cancer biomarker studies so as to maximize the translational value and clinical implementation. This work was supported by ACS IRG-92-152-17 pilot award number AWD4470404 to KU and AKC. The authors would like to acknowledge the Metabolomics Shared Resource in Georgetown University (Washington DC, USA) partially supported by NIH/NCI/CCSG grant P30-CA051008
- Subjects :
- 0301 basic medicine
Colorectal cancer
pancreatic cancer
Oncology and Carcinogenesis
Metabolomic
Disease
Bioinformatics
03 medical and health sciences
0302 clinical medicine
Rare Diseases
Clinical Research
Pancreatic cancer
medicine
Blood test
Cancer
screening and diagnosis
medicine.diagnostic_test
business.industry
Prevention
Diabetes
biomarkers
medicine.disease
metabolomics
3. Good health
Colo-Rectal Cancer
4.1 Discovery and preclinical testing of markers and technologies
Detection
030104 developmental biology
Targeted mass spectrometry
Good Health and Well Being
Oncology
030220 oncology & carcinogenesis
Meta-analysis
Biomarker (medicine)
business
Digestive Diseases
Meta-Analysis
4.2 Evaluation of markers and technologies
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Oncotarget, vol 8, iss 40, Mehta, KY; Wu, H-J; Menon, SS; Fallah, Y; Zhong, X; Rizk, N; et al.(2017). Metabolomic biomarkers of pancreatic cancer-a meta-analysis study. ONCOTARGET, 8(40), 68899-68915. doi: 10.18632/oncotarget.20324. UC Irvine: Retrieved from: http://www.escholarship.org/uc/item/2v65c36v, Oncotarget
- Accession number :
- edsair.doi.dedup.....c5569b1f51c7564a870f39d8a009dce4
- Full Text :
- https://doi.org/10.18632/oncotarget.20324.