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

IF 3.3 3区 医学 Q1 UROLOGY & NEPHROLOGY
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
{"title":"A novel algorithm-based risk classification for vascular damage in men with erectile dysfunction.","authors":"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","doi":"10.1093/jsxmed/qdae176","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Penile dynamic color doppler duplex ultrasound (CDDU) is a relevant tool in assessing men with suspected vasculogenic erectile dysfunction (V-ED).</p><p><strong>Aim: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Outcomes: </strong>Factors associated with V-ED useful to develop a novel risk classification system predicting incident major CV events and PDE5i response.</p><p><strong>Results: </strong>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).</p><p><strong>Clinical implications: </strong>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.</p><p><strong>Strengths and limitations: </strong>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.</p><p><strong>Conclusion: </strong>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.</p>","PeriodicalId":51100,"journal":{"name":"Journal of Sexual Medicine","volume":" ","pages":""},"PeriodicalIF":3.3000,"publicationDate":"2024-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Sexual Medicine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/jsxmed/qdae176","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"UROLOGY & NEPHROLOGY","Score":null,"Total":0}
引用次数: 0

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.

求助全文
约1分钟内获得全文 求助全文
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.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信