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预测肾上腺肿瘤患者术后高血压临床缓解的列线图

Nomogram for predicting postoperative clinical remission of hypertension in patients with adrenal tumors.

作者信息

Liao YuanJian, Zuo MingShun, Zhu YongPan, Xu Te, Tang JiaJia, Fan LongMei, Zhang Neng

机构信息

Department of Urology, The Affiliated Hospital of Zunyi Medical University, Zunyi, 563000, China.

出版信息

Discov Oncol. 2025 Mar 17;16(1):341. doi: 10.1007/s12672-025-02108-y.

Abstract

OBJECTIVE

Hypertension caused by adrenal tumors is a frequent cause of secondary hypertension. Treating primary adrenal disease can significantly improve or cure hypertension. However, hypertension may persist in some patients after surgery, leading to controversy over the choice of surgery or conservative treatment. The aim of this study is to construct and validate a model for predicting postoperative clinical remission of hypertension in patients with adrenal tumors to help surgeons make better surgical decisions.

PATIENTS AND METHODS

A retrospective analysis was conducted on data pertaining to 336 patients diagnosed with adrenal tumors and hypertension between January 1, 2012 and December 31, 2022. Potential predictor variables were utilized to develop a nomogram, which were internally validated using a bootstrap resampling method. Clinical data from 141 patients from January 1, 2023 to December 31, 2023 were analyzed for external validation using the same criteria.

RESULTS

In patients with non-functioning adrenal tumors, lower age, body mass index, and hypertension grade were considered independent predictors of postoperative clinical remission of hypertension. In patients with functional adrenal tumors, absence of diabetes mellitus, lower systolic blood pressure, and duration of hypertension were considered independent predictors of postoperative clinical remission of hypertension. The area under the curve (AUC) for the nonfunctional adrenal tumor prediction model was 0.761, the AUC for internal validation using the bootstrap method (resampling = 1000) was 0.757, and the AUC for the external validation cohort was 0.837. The AUC for the functional adrenal tumor prediction model was 0.848, the AUC for internal validation using the bootstrap method (resampling = 1000) was 0.836, and the AUC for the external validation cohort was 0.836. The calibration curves demonstrated a satisfactory fit between the model and clinical utility, as evidenced by the decision curve analysis.

CONCLUSION

Nomograms have been demonstrated to perform well in predicting postoperative clinical remission of hypertension in patients with adrenal tumors. This may assist clinicians in distinguishing between patients with adrenal tumors who are likely to achieve clinical remission of hypertension after surgery at an early stage.

摘要

目的

肾上腺肿瘤引起的高血压是继发性高血压的常见病因。治疗原发性肾上腺疾病可显著改善或治愈高血压。然而,部分患者术后高血压可能持续存在,这导致手术或保守治疗的选择存在争议。本研究的目的是构建并验证一个预测肾上腺肿瘤患者术后高血压临床缓解情况的模型,以帮助外科医生做出更好的手术决策。

患者与方法

对2012年1月1日至2022年12月31日期间诊断为肾上腺肿瘤并伴有高血压的336例患者的数据进行回顾性分析。利用潜在预测变量构建列线图,并采用自助重采样法进行内部验证。对2023年1月1日至2023年12月31日期间141例患者的临床数据按照相同标准进行外部验证分析。

结果

在无功能肾上腺肿瘤患者中,年龄较小、体重指数较低以及高血压分级较低被视为术后高血压临床缓解的独立预测因素。在功能性肾上腺肿瘤患者中,无糖尿病、收缩压较低以及高血压病程较短被视为术后高血压临床缓解的独立预测因素。无功能肾上腺肿瘤预测模型的曲线下面积(AUC)为0.761,采用自助法(重采样 = 1000)进行内部验证的AUC为0.757,外部验证队列的AUC为0.837。功能性肾上腺肿瘤预测模型的AUC为0.848,采用自助法(重采样 = 1000)进行内部验证的AUC为0.836,则外部验证队列的AUC为0.836。校准曲线显示模型与临床实用性之间拟合良好,决策曲线分析也证实了这一点。

结论

已证明列线图在预测肾上腺肿瘤患者术后高血压临床缓解方面表现良好。这可能有助于临床医生在早期区分哪些肾上腺肿瘤患者术后可能实现高血压的临床缓解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/24a8/11914664/1acfde6137dc/12672_2025_2108_Fig1_HTML.jpg

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