一种新的基于算法的男性勃起功能障碍血管损伤风险分类。

IF 3.3 3区 医学 Q1 UROLOGY & NEPHROLOGY Journal of Sexual Medicine Pub Date : 2024-12-14 DOI:10.1093/jsxmed/qdae176
Federico Belladelli, Francesco Cei, Edoardo Pozzi, Alessandro Bertini, Christian Corsini, Massimiliano Raffo, Fausto Negri, Giacomo Musso, Riccardo Ramadani, Francesco Cattafi, Luigi Candela, Luca Boeri, Alessia d'Arma, Francesco Montorsi, Andrea Salonia
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引用次数: 0

摘要

背景:阴茎动态彩色多普勒双工超声(CDDU)是评估男性血管源性勃起功能障碍(V-ED)的相关工具。目的:研究(1)可能与V-ED相关的因素,以确定有助于预测V-ED的风险等级;(2)对磷酸二酯酶5型抑制剂(PDE5i)的反应;(3)主要心血管事件的发生情况。方法:一组ED且无已知合并CVD的男性患者被分为:接受CDDU治疗的患者(N. 301)和未接受CDDU治疗的患者(N. 127),但在接受PDE5i治疗后对主要CV事件进行前瞻性监测。采用Logistic回归和卡方自动交互检测器(CHAID)方法识别潜在的预测因子,并建立了一种新的风险分类系统。采用受试者工作特征(ROC)曲线和决策曲线分析评价其准确性。结果:与V-ED相关的因素有助于建立一种新的风险分类系统,预测主要CV事件和PDE5i反应。结果:新的分类将患者定义为:极低风险(年龄25 Kg/m2,非吸烟者),中度风险(年龄bbb53,非吸烟者),高风险(年龄25 Kg/m2,吸烟者)和非常高风险(年龄bbb53,吸烟者)。多变量logistic回归分析强调年龄、BMI和吸烟是V-ED的重要预测因素。CHAID方法得出的风险分类系统准确率为0.79。值得注意的是,“非常高风险”级别与重大心血管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]临床意义:我们提出了一种新的风险分类系统,该系统可能在定制V-ED风险显著较高的患者方面具有一定的临床价值。虽然是初步的,但目前的研究结果也表明,新的风险分类系统可以帮助定制发生重大心血管事件的潜在风险增加的男性和那些对PDE5i没有反应的男性。优势和局限性:本研究介绍了一种新的用户友好的V-ED风险分层工具,强调了对高危人群进行CV筛查和替代治疗的必要性。在随访主要心血管事件和对PDE5is反应的队列中,有限数量的事件限制了对结果的解释。目前的研究结果需要外部验证队列。结论:由于V-ED的风险增加,归类为“非常高风险”或“高风险”的ED患者应接受CDDU。此外,尽管这些发现的临床影响需要进一步调查,但被归类为“非常高风险”的患者可能面临主要心血管事件的高风险和对pde5的反应较低。
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A novel algorithm-based risk classification for vascular damage in men with erectile dysfunction.

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.

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来源期刊
Journal of Sexual Medicine
Journal of Sexual Medicine 医学-泌尿学与肾脏学
CiteScore
6.20
自引率
5.70%
发文量
826
审稿时长
2-4 weeks
期刊介绍: The Journal of Sexual Medicine publishes multidisciplinary basic science and clinical research to define and understand the scientific basis of male, female, and couples sexual function and dysfunction. As an official journal of the International Society for Sexual Medicine and the International Society for the Study of Women''s Sexual Health, it provides healthcare professionals in sexual medicine with essential educational content and promotes the exchange of scientific information generated from experimental and clinical research. The Journal of Sexual Medicine includes basic science and clinical research studies in the psychologic and biologic aspects of male, female, and couples sexual function and dysfunction, and highlights new observations and research, results with innovative treatments and all other topics relevant to clinical sexual medicine. The objective of The Journal of Sexual Medicine is to serve as an interdisciplinary forum to integrate the exchange among disciplines concerned with the whole field of human sexuality. The journal accomplishes this objective by publishing original articles, as well as other scientific and educational documents that support the mission of the International Society for Sexual Medicine.
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