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年龄小于45岁且接受术后治疗的子宫内膜异位囊肿切除术后患者复发预测列线图的开发。

The Development of Predictive Nomogram of Recurrence for Patients With Endometrioma After Cystectomy Who Were Younger Than 45 Years Old and Received Postoperative Therapy.

作者信息

Gu Zhiyue, Li Xiaoyan, Shi Jinghua, Wu Yushi, Zhang Jing, Zhang Chenyu, Yan Hailan, Leng Jinhua

机构信息

Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

National Clinical Research Center for Obstetric and Gynecologic Diseases, Beijing, China.

出版信息

Front Med (Lausanne). 2022 Jun 9;9:872481. doi: 10.3389/fmed.2022.872481. eCollection 2022.

Abstract

OBJECTIVE

This study aimed to establish an effective prognostic nomogram for the postoperative recurrence of endometrioma or endometriosis-related pain for patients with endometrioma after long-term follow-up, who were younger than 45 years old and received postoperative therapy.

METHODS

The predictive nomogram was based on 323 patients who underwent cystectomy for endometrioma at Perking Union Medical College Hospital from January 2009 to April 2013, and the last follow-up occurred in September 2018. We collected information on all included patients, including preoperative data, intraoperative data, and long-term follow-up data after surgery. The Cox proportional hazards regression model was used to evaluate the prognostic effects of multiple clinical parameters on recurrence. The survival curve was depicted based on Kaplan-Meier method and compared by log-rank method. The Index of concordance (C-index) and calibration curves were used to access the discrimination ability and predictive accuracy of the nomogram respectively, and the results were further validated via bootstrap resampling. In addition, calculating the area under the curve (AUC) via risk scores of patients aimed to further access the prediction ability of the model.

RESULTS

On multivariate analysis of derivation cohort, independent factors for recurrence such as dysmenorrhea degree, sum of both cyst diameters, presence of adenomyosis, and other essential factors for recurrence such as age at surgery, presence of uterine fibroids were all selected into the nomogram. The C-index of the nomogram for predicting recurrence was 0.683 (95% CI, 0.610- 0.755). The calibration curve for probability of recurrence for 7 years and 9 years showed great agreement between prediction by nomogram and actual observation. Furthermore, the AUCs of risk score for 7-year and 9-year were 0.680 and 0.790 respectively.

CONCLUSION

This research tried to develop the predictive nomogram of recurrence for patients with endometrioma after cystectomy. The C-index and calibration curve of nomogram, as well as the AUC of the nomogram was potential to predict the recurrence probability. In addition, this predictive nomogram needs external data sets to further validate its prognostic accuracy in the future.

摘要

目的

本研究旨在为年龄小于45岁且接受术后治疗的子宫内膜异位囊肿患者建立一个有效的预后列线图,用于预测子宫内膜异位囊肿术后复发或与子宫内膜异位症相关的疼痛情况。

方法

该预测列线图基于2009年1月至2013年4月在北京协和医院接受子宫内膜异位囊肿切除术的323例患者,最后一次随访时间为2018年9月。我们收集了所有纳入患者的信息,包括术前数据、术中数据以及术后长期随访数据。采用Cox比例风险回归模型评估多个临床参数对复发的预后影响。基于Kaplan-Meier方法绘制生存曲线,并采用对数秩检验进行比较。一致性指数(C指数)和校准曲线分别用于评估列线图的辨别能力和预测准确性,结果通过自助重抽样进一步验证。此外,通过患者风险评分计算曲线下面积(AUC),旨在进一步评估模型的预测能力。

结果

在推导队列的多因素分析中,痛经程度、囊肿直径总和、子宫腺肌病的存在等复发独立因素以及手术年龄、子宫肌瘤的存在等其他复发重要因素均被纳入列线图。预测复发的列线图C指数为0.683(95%CI,0.610 - 0.755)。7年和9年复发概率的校准曲线显示列线图预测与实际观察结果高度一致。此外,7年和9年风险评分的AUC分别为0.680和0.790。

结论

本研究试图开发子宫内膜异位囊肿切除术后患者复发的预测列线图。列线图的C指数、校准曲线以及AUC具有预测复发概率的潜力。此外,该预测列线图未来需要外部数据集进一步验证其预后准确性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5bc7/9218256/5c9cde9853ef/fmed-09-872481-g0001.jpg

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