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A Prospective Targeted Serum Metabolomics Study of Pancreatic Cancer in Postmenopausal Women
- Source :
- Cancer Prevention Research. 12:237-246
- Publication Year :
- 2019
- Publisher :
- American Association for Cancer Research (AACR), 2019.
-
Abstract
- To examine the association between metabolic deregulation and pancreatic cancer, we conducted a two-stage case-control targeted metabolomics study using pre-diagnostic sera collected one year before diagnosis in the Women’s Health Initiative study. We used the liquid chromatography–mass spectrometry to quantitate 470 metabolites in 30 matched case/control pairs. From 180 detectable metabolites, we selected 14 metabolites to be validated in additional 18 matched case/control pairs. We used the paired t-test to compare the concentrations of each metabolite between cases and controls and used the log fold change (FC) to indicate the magnitude of difference. False discovery rate (FDR) adjusted q-value < 0.25 was indicated statistically significant. Logistic regression model and receiver operating characteristic (ROC) curve analysis were used to evaluate the clinical utility of the metabolites. Among 30 case/control pairs, 1-methyl-L-tryptophan (L-1MT) was significantly lower in the cases than in the controls (log2 FC= − 0.35; q-value = 0.03). The Area under the ROC curve was 0.83 in the discrimination analysis based on the levels of L-1MT, acadesine, and aspartic acid. None of the metabolites was validated in additional independent 18 case/control pairs. No significant association was found between the examined metabolites and undiagnosed pancreatic cancer.
- Subjects :
- 0301 basic medicine
Oncology
Cancer Research
medicine.medical_specialty
Metabolite
Article
03 medical and health sciences
chemistry.chemical_compound
0302 clinical medicine
Metabolomics
Internal medicine
Pancreatic cancer
Biomarkers, Tumor
Metabolome
Humans
Medicine
Prospective Studies
Prospective cohort study
Aged
Postmenopausal women
business.industry
Case-control study
Middle Aged
medicine.disease
Fold change
Pancreatic Neoplasms
Postmenopause
030104 developmental biology
chemistry
Case-Control Studies
030220 oncology & carcinogenesis
Female
business
Subjects
Details
- ISSN :
- 19406215 and 19406207
- Volume :
- 12
- Database :
- OpenAIRE
- Journal :
- Cancer Prevention Research
- Accession number :
- edsair.doi.dedup.....795166ad748f478ced51ef48f1b609f6
- Full Text :
- https://doi.org/10.1158/1940-6207.capr-18-0201