|
Journal of Zhejiang University SCIENCE B
ISSN 1673-1581(Print), 1862-1783(Online), Monthly
2022 Vol.23 No.3 P.218-229
Evaluation and simplification of risk factors in FIGO 2000 scoring system for gestational trophoblastic neoplasia: a 19-year retrospective analysis
Abstract: ObjectiveThe International Federation of Gynecology and Obstetrics (FIGO) 2000 scoring system classifies gestational trophoblastic neoplasia (GTN) patients into low- and high-risk groups, so that single- or multi-agent chemotherapy can be administered accordingly. However, a number of FIGO-defined low-risk patients still exhibit resistance to single-agent regimens, and the risk factors currently adopted in the FIGO scoring system possess inequable values for predicting single-agent chemoresistance. The purpose of this study is therefore to evaluate the efficacy of risk factors in predicting single-agent chemoresistance and explore the feasibility of simplifying the FIGO 2000 scoring system for GTN.
MethodsThe clinical data of 578 GTN patients who received chemotherapy between January 2000 and December 2018 were retrospectively reviewed. Univariate and multivariate logistic regression analyses were carried out to identify risk factors associated with single-agent chemoresistance in low-risk GTN patients. Then, simplified models were built and compared with the original FIGO 2000 scoring system.
ResultsAmong the eight FIGO risk factors, the univariate and multivariate analyses identified that pretreatment serum human chorionic gonadotropin (hCG) level and interval from antecedent pregnancy were consistently independent predictors for both first-line and subsequent single-agent chemoresistance. The simplified model with two independent factors showed a better performance in predicting single-agent chemoresistance than the model with the other four non-independent factors. However, the addition of other co-factors did improve the efficiency. Overall, simplified models can achieve favorable performance, but the original FIGO 2000 prognostic system still features the highest discrimination.
ConclusionsPretreatment serum hCG level and interval from antecedent pregnancy were independent predictors for both first-line and subsequent single-agent chemoresistance, and they had greater weight than other non-independent factors in predicting single-agent chemoresistance. The simplified model composed of certain selected factors is a promising alternative to the original FIGO 2000 prognostic system, and it shows comparable performance.
Key words: Gestational trophoblastic neoplasia (GTN); Single-agent chemotherapy; Chemoresistance; Risk factor
创新点:临床数据样本量大,简化模型预测效能优秀,具有一定的临床价值。
方法:回顾性收集浙大妇院过去19年(2000年1月至2018年12月)收治的共578例妊娠滋养细胞肿瘤患者的临床数据,通过单因素和多因素Logistics回归分析筛选出与单药化疗失败相关的独立危险因素,从而在现行的FIGO2000预后评分系统的基础上建立更简化的预测模型。
结论:先前妊娠距化疗开始间隔时间和治疗前血清人绒毛膜促性腺激素(hCG)水平是妊娠滋养细胞肿瘤患者单药化疗失败的独立危险因素,基于这两项独立危险因素建立的简化模型对于妊娠滋养细胞肿瘤患者单药化疗疗效的预测具有良好效能。
关键词组:
References:
Open peer comments: Debate/Discuss/Question/Opinion
<1>
DOI:
10.1631/jzus.B2100895
CLC number:
Download Full Text:
Downloaded:
1775
Download summary:
<Click Here>Downloaded:
637Clicked:
2385
Cited:
0
On-line Access:
2024-08-27
Received:
2023-10-17
Revision Accepted:
2024-05-08
Crosschecked:
0000-00-00