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A Prospective Analysis of Circulating Plasma Metabolites Associated with Ovarian Cancer Risk.
- Source :
-
Cancer research [Cancer Res] 2020 Mar 15; Vol. 80 (6), pp. 1357-1367. Date of Electronic Publication: 2020 Jan 22. - Publication Year :
- 2020
-
Abstract
- Ovarian cancer has few known risk factors, hampering identification of high-risk women. We assessed the association of prediagnostic plasma metabolites ( N = 420) with risk of epithelial ovarian cancer, including both borderline and invasive tumors. A total of 252 cases and 252 matched controls from the Nurses' Health Studies were included. Multivariable logistic regression was used to estimate ORs and 95% confidence intervals (CI), comparing the 90th-10th percentile in metabolite levels, using the permutation-based Westfall and Young approach to account for testing multiple correlated hypotheses. Weighted gene coexpression network analysis (WGCNA; n = 10 metabolite modules) and metabolite set enrichment analysis ( n = 23 metabolite classes) were also evaluated. An increase in pseudouridine levels from the 10th to the 90th percentile was associated with a 2.5-fold increased risk of overall ovarian cancer (OR = 2.56; 95% CI, 1.48-4.45; P = 0.001/adjusted P = 0.15); a similar risk estimate was observed for serous/poorly differentiated tumors ( n = 176 cases; comparable OR = 2.38; 95% CI, 1.33-4.32; P = 0.004/adjusted P = 0.55). For nonserous tumors ( n = 34 cases), pseudouridine and C36:2 phosphatidylcholine plasmalogen had the strongest statistical associations (OR = 9.84; 95% CI, 2.89-37.82; P < 0.001/adjusted P = 0.07; and OR = 0.11; 95% CI, 0.03-0.35; P < 0.001/adjusted P = 0.06, respectively). Five WGCNA modules and 9 classes were associated with risk overall at FDR ≤ 0.20. Triacylglycerols (TAG) showed heterogeneity by tumor aggressiveness (case-only heterogeneity P < 0.0001). The TAG association with risk overall and serous tumors differed by acyl carbon content and saturation. In summary, this study suggests that pseudouridine may be a novel risk factor for ovarian cancer and that TAGs may also be important, particularly for rapidly fatal tumors, with associations differing by structural features. SIGNIFICANCE: Pseudouridine represents a potential novel risk factor for ovarian cancer and triglycerides may be important particularly in rapidly fatal ovarian tumors.<br /> (©2020 American Association for Cancer Research.)
- Subjects :
- Adult
Aged
Biomarkers, Tumor metabolism
Carcinoma, Ovarian Epithelial blood
Carcinoma, Ovarian Epithelial diagnosis
Carcinoma, Ovarian Epithelial metabolism
Case-Control Studies
Female
Follow-Up Studies
Gene Expression Profiling
Humans
Metabolomics
Middle Aged
Ovarian Neoplasms blood
Ovarian Neoplasms diagnosis
Ovarian Neoplasms metabolism
Prospective Studies
Pseudouridine metabolism
Risk Assessment methods
Risk Factors
Triglycerides metabolism
Biomarkers, Tumor blood
Carcinoma, Ovarian Epithelial epidemiology
Ovarian Neoplasms epidemiology
Pseudouridine blood
Triglycerides blood
Subjects
Details
- Language :
- English
- ISSN :
- 1538-7445
- Volume :
- 80
- Issue :
- 6
- Database :
- MEDLINE
- Journal :
- Cancer research
- Publication Type :
- Academic Journal
- Accession number :
- 31969373
- Full Text :
- https://doi.org/10.1158/0008-5472.CAN-19-2567