Title of article :
Predictive Power of Human Chorionic Gonadotropin in Post-Molar Gestational Trophoblastic Neoplasia: A Longitudinal Roc Analysis
Author/Authors :
Khosravirad ، Azin - Shahid Beheshti University of Medical Sciences , Zayeri ، Farid - Shahid Beheshti University of Medical Sciences , Baghestani ، Ahmad Reza - Shahid Beheshti University of Medical Sciences , Yoosefi ، Moein - Shahid Beheshti University of Medical Sciences , Bakhtiyari ، Mahmood - Tehran University of Medical Sciences
Abstract :
Background: The present study aims at identifying an applicable longitudinal marker from the serum human chorionic gonadotropin (hCG) levels during 3 weeks after mole evacuation for predicting the gestational trophoblastic neoplasia (GTN) in patients with partial or complete molar pregnancy. Methods: In this historical cohort study, 201 documents of patients with hydatidiform mole (according to their pathological reports) were investigated. A two-stage shared random effects model was used to describe the relationship between repeated measures of β-hCG (as a longitudinal indicator) and incidence of GTN. A receiver operating characteristic (ROC) curve was used to determine the power of repeated β-hCG values for predicting GTN. Results: Among all patients, 171 cases (85.1%) had spontaneous remission and GTN was detected in 30 cases (14.9%). The modeling approach used in the current study revealed that the repeated measures of β-hCG concentration (in weeks 0, 1, 2, and 3) can correctly classify approximately 86.7% of patients with GTN and 83.0% of patients without GTN. The repeated measures of -hCG concentration had higher predictive accuracy than cross sectional values of this marker for early detection of GTN. Conclusions: In general, findings of the present study showed that the three-week β-hCG concentration is a powerful marker for predicting GTN in women with molar pregnancy (with AUC of 91.2%). Thus, monitoring the three-week trend of this marker is recommended for early detection of this malignancy in these women.
Keywords :
Hydatidiform Mole , Human Chorionic Gonadotropin , Gestational Trophoblastic Neoplasia , ROC Curve Analysis , longitudinal Data
Journal title :
international journal of cancer management
Journal title :
international journal of cancer management