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一种基于新型算法的勃起功能障碍男性血管损伤风险分类方法。

A novel algorithm-based risk classification for vascular damage in men with erectile dysfunction.

作者信息

Belladelli Federico, Cei Francesco, Pozzi Edoardo, Bertini Alessandro, Corsini Christian, Raffo Massimiliano, Negri Fausto, Musso Giacomo, Ramadani Riccardo, Cattafi Francesco, Candela Luigi, Boeri Luca, d'Arma Alessia, Montorsi Francesco, Salonia Andrea

机构信息

Division of Experimental Oncology/Unit of Urology, URI; IRCCS Ospedale San Raffaele, 20132 Milan, Italy.

University Vita-Salute San Raffaele, 20132 Milan, Italy.

出版信息

J Sex Med. 2025 Jan 9;22(2):291-297. doi: 10.1093/jsxmed/qdae176.

DOI:10.1093/jsxmed/qdae176
PMID:39674680
Abstract

BACKGROUND

Penile dynamic color doppler duplex ultrasound (CDDU) is a relevant tool in assessing men with suspected vasculogenic erectile dysfunction (V-ED).

AIM

To investigate (1) factors potentially associated with V-ED to define risk classes useful in predicting V-ED; (2) the response to phosphodiesterase type 5 inhibitors (PDE5i); and (3) the onset of incident major cardiovascular (CV) events.

METHODS

A cohort of men with ED and without known concomitant CVD was grouped into: patients undergoing CDDU (N. 301) and patients not undergoing CDDU but prospectively monitored for incident major CV events after initiating PDE5i (N. 127). Logistic regression and Chi-square Automatic Interaction Detectors (CHAID) methodology were employed to identify potential predictors and develop a novel risk classification system. Receiver operating characteristic (ROC) curves and decision curve analysis was performed to assess its accuracy.

OUTCOMES

Factors associated with V-ED useful to develop a novel risk classification system predicting incident major CV events and PDE5i response.

RESULTS

The new classification defines patients as follows: Very Low Risk [age < 53, body mass index (BMI) < 25 Kg/m2], Low Risk (age < 53, BMI > 25 Kg/m2, non-smokers), Moderate Risk (age > 53, non-smokers), High Risk (age < 53, BMI > 25 Kg/m2, smokers), and Very High Risk (age > 53, smokers). Multivariable logistic regression analysis highlighted age, BMI, and smoking as significant predictors of V-ED. CHAID methodology yielded a risk classification system with an accuracy of 0.79. Notably, "Very High Risk" class was associated with a significantly increased risk of incident major CV events [odds ratio (OR) 4.00, 95% confidence interval (CI) 1.06-15.08, P < .05]. Moreover, patients belonging to "Very High Risk" and "High Risk" classes were also associated with diminished PDE5i response. At Kaplan-Meier analysis, men belonging to "Very High Risk" class depicted a notable risk of incident major CV events (P = .03).

CLINICAL IMPLICATIONS

We propose a novel risk classification system which may have some clinical value in tailoring patients at significantly higher risk of V-ED. Although preliminary, current findings also suggest that the novel risk classification system could help tailoring men at potential increased risk of incident major CV events and those not responding to PDE5i.

STRENGTHS AND LIMITATIONS

This study introduces a novel user-friendly risk stratification tool for V-ED, emphasizing the need for CV screening and alternative therapies for higher-risk groups. A limited number of events in the cohort with follow-up for major CV events and response to PDE5is constrains the interpretation of the results. Current findings need an external validation cohort.

CONCLUSION

Patients with ED categorized as either "Very High Risk" or "High Risk" should undergo a CDDU due to an increased risk of V-ED. Additionally, despite the clinical impact of these findings need further investigation, patients classified as "Very High Risk" could face a heightened risk of major CV events and a lower response to PDE5is.

摘要

背景

阴茎动态彩色多普勒双功能超声(CDDU)是评估疑似血管性勃起功能障碍(V-ED)男性的重要工具。

目的

研究(1)与V-ED潜在相关的因素,以定义有助于预测V-ED的风险类别;(2)对5型磷酸二酯酶抑制剂(PDE5i)的反应;(3)主要心血管(CV)事件的发生情况。

方法

将一组患有勃起功能障碍且无已知合并心血管疾病的男性分为:接受CDDU检查的患者(301例)和未接受CDDU检查但在开始使用PDE5i后对主要CV事件进行前瞻性监测的患者(127例)。采用逻辑回归和卡方自动相互作用检测器(CHAID)方法来识别潜在预测因素并开发一种新的风险分类系统。进行受试者操作特征(ROC)曲线和决策曲线分析以评估其准确性。

结果

与V-ED相关的因素有助于开发一种预测主要CV事件发生和PDE5i反应的新风险分类系统。

结果

新分类将患者定义如下:极低风险[年龄<53岁,体重指数(BMI)<25kg/m²],低风险(年龄<53岁,BMI>25kg/m²,非吸烟者),中度风险(年龄>53岁,非吸烟者),高风险(年龄<53岁,BMI>25kg/m²,吸烟者),以及极高风险(年龄>53岁,吸烟者)。多变量逻辑回归分析强调年龄、BMI和吸烟是V-ED的重要预测因素。CHAID方法产生了一个准确率为0.79的风险分类系统。值得注意的是,“极高风险”类别与主要CV事件发生风险显著增加相关[优势比(OR)4.00,95%置信区间(CI)1.06 - 15.08,P<0.05]。此外,属于“极高风险”和“高风险”类别的患者对PDE5i的反应也较差。在Kaplan-Meier分析中,属于“极高风险”类别的男性发生主要CV事件的风险显著(P = 0.03)。

临床意义

我们提出了一种新的风险分类系统,该系统在筛选V-ED风险显著较高的患者方面可能具有一定临床价值。尽管是初步研究,但目前结果还表明,新的风险分类系统有助于筛选出主要CV事件发生风险可能增加以及对PDE5i无反应的男性。

优点和局限性

本研究引入了一种新的、用户友好的V-ED风险分层工具,强调了对高风险组进行CV筛查和替代疗法的必要性。对主要CV事件和对PDE5i反应进行随访的队列中事件数量有限,限制了结果的解释。目前的研究结果需要外部验证队列。

结论

被归类为“极高风险 ”或“高风险”的勃起功能障碍患者因V-ED风险增加应接受CDDU检查。此外,尽管这些发现的临床影响需要进一步研究,但被归类为“极高风险”的患者可能面临主要CV事件风险增加以及对PDE5i反应较低的情况。

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