Unknown

Dataset Information

0

Identifying post-menopausal women at elevated risk for epithelial ovarian cancer.


ABSTRACT: OBJECTIVE:We developed and validated a hybrid risk classifier combining serum markers and epidemiologic risk factors to identify post-menopausal women at elevated risk for invasive fallopian tube, primary peritoneal, and ovarian epithelial carcinoma. METHODS:To select epidemiologic risk factors for use in the classifier, Cox proportional hazards analyses were conducted using 74,786 Women's Health Initiative (WHI) Observational Study (OS) participants. To construct a combination classifier, 210 WHI OS cases and 536 matched controls with serum marker measurements were analyzed; validation employed 143 cases and 725 matched controls from the WHI Clinical Trial (CT) with similar data. RESULTS:Analyses identified a combination risk classifier composed of two elevated-risk groups: 1) women with CA125 or HE4 exceeding a 98% specificity threshold; and 2) women with intact fallopian tubes, prior use of menopausal hormone therapy for at least two years, and either a first degree relative with breast or ovarian cancer or a personal history of breast cancer. In the WHI OS population, it classified 13% of women as elevated risk, identifying 30% of ovarian cancers diagnosed up to 7.8years post-enrollment (Hazard Ratio [HR]=2.6, p<0.001). In the WHI CT validation population, it classified 8% of women as elevated risk, identifying 31% of cancers diagnosed within 7years of enrollment (HR=4.6, p<0.001). CONCLUSION:CA125 and HE4 contributed significantly to a risk prediction classifier combining serum markers with epidemiologic risk factors. The hybrid risk classifier may be useful to identify post-menopausal women who would benefit from timely surgical intervention to prevent epithelial ovarian cancer.

SUBMITTER: Urban N 

PROVIDER: S-EPMC4664187 | biostudies-literature | 2015 Nov

REPOSITORIES: biostudies-literature

altmetric image

Publications


<h4>Objective</h4>We developed and validated a hybrid risk classifier combining serum markers and epidemiologic risk factors to identify post-menopausal women at elevated risk for invasive fallopian tube, primary peritoneal, and ovarian epithelial carcinoma.<h4>Methods</h4>To select epidemiologic risk factors for use in the classifier, Cox proportional hazards analyses were conducted using 74,786 Women's Health Initiative (WHI) Observational Study (OS) participants. To construct a combination cl  ...[more]

Similar Datasets

| S-EPMC6339790 | biostudies-literature
| S-EPMC7277718 | biostudies-literature
| S-EPMC8034547 | biostudies-literature
2015-02-19 | PXD001527 | Pride
| S-EPMC3852641 | biostudies-literature
| S-EPMC3172691 | biostudies-other
| S-EPMC4754363 | biostudies-literature
| S-EPMC2753667 | biostudies-literature
| S-EPMC6616345 | biostudies-literature
| S-EPMC3206802 | biostudies-literature