Predicting Endometrial Hyperplasia and Endometrial Cancer on Recurrent Abnormal Uterine Bleeding.

IF 8.3 2区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY
ACS Applied Materials & Interfaces Pub Date : 2024-08-01 Epub Date: 2024-06-13 DOI:10.1097/AOG.0000000000005641
Unyamanee Veeranaraphanit, Nungrutai Saeaib, Wisarut Srisintorn
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引用次数: 0

Abstract

Objective: To develop predictive models for endometrial hyperplasia and endometrial cancer in patients with recurrent abnormal uterine bleeding (AUB).

Methods: This retrospective cohort study analyzed patients with recurrent AUB who had previous endometrial sampling that showed benign results between January 2013 and December 2021. A model was constructed from the significant factors associated with endometrial hyperplasia and endometrial cancer using multivariate logistic regression. Risk scores were calculated from the log odds of each significant predictive factor and were subsequently subcategorized into risk groups. The overall performance and internal validation of the model were assessed with the area under the receiver operating characteristic curve (AUC) and bootstrap methods.

Results: Of the total 456 patients with recurrent AUB, endometrial hyperplasia and endometrial cancer were detected in 8.3% and 2.2% of cases, respectively. The average interval between the first and second endometrial samplings was 25.1 months. Factors significantly associated with endometrial hyperplasia and endometrial cancer included age older than 45 years (odds ratio [OR] 2.86, 95% CI, 1.31-7.03), nulliparity (OR 3.50, 95% CI, 1.76-6.85), a history of endometrial polyp (OR 3.69, 95% CI, 1.93-7.05), and an interval of less than 12 months between sampling (OR 2.36, 95% CI, 1.25-4.42). Predictive factors were scored and categorized into three groups: 0-3, 5-8, and 9-11 points. The corresponding risks for endometrial hyperplasia and endometrial cancer in these groups were 4.7%, 15.5%, and 57.1%, respectively. The AUC was 73.1%, with a mean absolute error of 0.01.

Conclusion: Endometrial hyperplasia and endometrial cancer occur at low incidence among one-fifth of patients with AUB who experience recurrent bleeding. Older age, nulliparity, a history of endometrial polyps, and an interval of less than 12 months between samplings are predictive factors for endometrial hyperplasia and endometrial cancer in this cohort.

通过复发性异常子宫出血预测子宫内膜增生和子宫内膜癌
目的建立复发性异常子宫出血(AUB)患者子宫内膜增生和子宫内膜癌的预测模型:这项回顾性队列研究分析了2013年1月至2021年12月期间曾进行子宫内膜取样并显示良性结果的复发性异常子宫出血患者。采用多变量逻辑回归法,根据与子宫内膜增生和子宫内膜癌相关的重要因素构建了一个模型。根据每个重要预测因素的对数几率计算出风险评分,然后再将其细分为不同的风险组别。用接收器操作特征曲线下面积(AUC)和引导法评估了模型的整体性能和内部验证:结果:在总共 456 例复发性 AUB 患者中,分别有 8.3% 和 2.2% 的病例检测出子宫内膜增生和子宫内膜癌。第一次和第二次子宫内膜取样的平均间隔时间为 25.1 个月。与子宫内膜增生和子宫内膜癌明显相关的因素包括:年龄大于 45 岁(比值比 [OR] 2.86,95% CI,1.31-7.03)、无子宫(OR 3.50,95% CI,1.76-6.85)、子宫内膜息肉病史(OR 3.69,95% CI,1.93-7.05)以及取样间隔少于 12 个月(OR 2.36,95% CI,1.25-4.42)。预测因素被打分并分为三组:0-3 分、5-8 分和 9-11 分。在这些组别中,子宫内膜增生和子宫内膜癌的相应风险分别为 4.7%、15.5% 和 57.1%。AUC为73.1%,平均绝对误差为0.01:五分之一的 AUB 复发性出血患者中,子宫内膜增生和子宫内膜癌的发生率较低。年龄偏大、未生育、有子宫内膜息肉病史以及采样间隔少于 12 个月是该人群中子宫内膜增生和子宫内膜癌的预测因素。
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来源期刊
ACS Applied Materials & Interfaces
ACS Applied Materials & Interfaces 工程技术-材料科学:综合
CiteScore
16.00
自引率
6.30%
发文量
4978
审稿时长
1.8 months
期刊介绍: ACS Applied Materials & Interfaces is a leading interdisciplinary journal that brings together chemists, engineers, physicists, and biologists to explore the development and utilization of newly-discovered materials and interfacial processes for specific applications. Our journal has experienced remarkable growth since its establishment in 2009, both in terms of the number of articles published and the impact of the research showcased. We are proud to foster a truly global community, with the majority of published articles originating from outside the United States, reflecting the rapid growth of applied research worldwide.
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