Pub Date : 2026-03-01Epub Date: 2025-11-26DOI: 10.1007/s40292-025-00765-2
Michelle Rabello Cunha, Samanta Mattos, Mariana Ribeiro Costa Portugal, Elenilson Nobrega Gomes, Douglas Fernandes Souza, Wille Oigman, Márcia R S T Klein, Mario F Neves
Introduction: Most cardiovascular events can be prevented by controlling health conditions and behaviors that reflect cardiovascular health (CVH) classification as high, moderate, and low.
Aim: To evaluate the effect of weight loss through an 8-week hypocaloric diet on vascular function and sympathetic tone in individuals with obesity and moderate or poor CVH.
Methods: Individuals aged 40-70 years and body mass index ≥ 30 kg/m2 followed a low-calorie diet (800 kcal/day reduction) for 8 weeks. Central hemodynamics (Mobil-O-Graph®), heart rate variability (Polar® RS800), and microvascular reactivity (Laser Speckle Contrast Imaging) were assessed at baseline and post-intervention.
Results: Seventy-one patients were divided into moderate CVH (n = 44) and low CVH (n = 27) groups. After the intervention, both groups presented similar weight loss (3.4 vs 3.1%). Only the low CVH group showed a significant reduction in central systolic blood pressure (cSBP, 113 ± 12 to 109 ± 9 mmHg; p = 0.049) and an increase in cutaneous vascular conductance in post-occlusive reactive hyperemia (CVC-PORH, 0.99 ± 0.28 to 1.08 ± 0.28 APU/mmHg; p = 0.039). Conversely, only the moderate CVH group exhibited an increase in RR interval (933 ± 130 to 994 ± 131 ms; p = 0.006) and a decrease in sympathetic nervous system index (iSNS). Significant inverse correlations were observed in the low CVH group between the variations in CVC-PORH with pulse wave velocity (r = - 0.40, p = 0.044) and with iSNS (r = - 0.52, p = 0.021).
Conclusion: Even modest weight loss led to early improvements in vascular function and blood pressure in individuals with low CVH, while autonomic benefits were more evident in those with moderate CVH.
大多数心血管事件可以通过控制反映心血管健康(CVH)分类为高、中、低的健康状况和行为来预防。目的:评估通过8周低热量饮食减肥对肥胖和中度或不良CVH患者血管功能和交感神经张力的影响。方法:年龄40-70岁,体重指数≥30 kg/m2的个体,进行低热量饮食(减少800 kcal/天)8周。在基线和干预后评估中央血流动力学(mobile - o - graph®)、心率变异性(Polar®RS800)和微血管反应性(激光散斑对比成像)。结果:71例患者分为中度CVH组(n = 44)和低CVH组(n = 27)。干预后,两组体重下降相似(3.4 vs 3.1%)。只有低CVH组中心收缩压(cSBP, 113±12至109±9 mmHg, p = 0.049)显著降低,闭塞后反应性充血时皮肤血管导度增加(CVC-PORH, 0.99±0.28至1.08±0.28 APU/mmHg, p = 0.039)。相反,只有中度CVH组RR间期(933±130 ~ 994±131 ms, p = 0.006)增加,交感神经系统指数(iSNS)下降。低CVH组CVC-PORH变化与脉搏波速度(r = - 0.40, p = 0.044)和iSNS (r = - 0.52, p = 0.021)呈显著负相关。结论:即使是适度的减肥也会导致低CVH患者血管功能和血压的早期改善,而在中度CVH患者中,自主神经功能的改善更为明显。
{"title":"Effects of a Short-Term Nutritional Intervention on Vascular Changes in Individuals with Obesity and Low or Moderate Cardiovascular Health.","authors":"Michelle Rabello Cunha, Samanta Mattos, Mariana Ribeiro Costa Portugal, Elenilson Nobrega Gomes, Douglas Fernandes Souza, Wille Oigman, Márcia R S T Klein, Mario F Neves","doi":"10.1007/s40292-025-00765-2","DOIUrl":"10.1007/s40292-025-00765-2","url":null,"abstract":"<p><strong>Introduction: </strong>Most cardiovascular events can be prevented by controlling health conditions and behaviors that reflect cardiovascular health (CVH) classification as high, moderate, and low.</p><p><strong>Aim: </strong>To evaluate the effect of weight loss through an 8-week hypocaloric diet on vascular function and sympathetic tone in individuals with obesity and moderate or poor CVH.</p><p><strong>Methods: </strong>Individuals aged 40-70 years and body mass index ≥ 30 kg/m<sup>2</sup> followed a low-calorie diet (800 kcal/day reduction) for 8 weeks. Central hemodynamics (Mobil-O-Graph®), heart rate variability (Polar® RS800), and microvascular reactivity (Laser Speckle Contrast Imaging) were assessed at baseline and post-intervention.</p><p><strong>Results: </strong>Seventy-one patients were divided into moderate CVH (n = 44) and low CVH (n = 27) groups. After the intervention, both groups presented similar weight loss (3.4 vs 3.1%). Only the low CVH group showed a significant reduction in central systolic blood pressure (cSBP, 113 ± 12 to 109 ± 9 mmHg; p = 0.049) and an increase in cutaneous vascular conductance in post-occlusive reactive hyperemia (CVC-PORH, 0.99 ± 0.28 to 1.08 ± 0.28 APU/mmHg; p = 0.039). Conversely, only the moderate CVH group exhibited an increase in RR interval (933 ± 130 to 994 ± 131 ms; p = 0.006) and a decrease in sympathetic nervous system index (iSNS). Significant inverse correlations were observed in the low CVH group between the variations in CVC-PORH with pulse wave velocity (r = - 0.40, p = 0.044) and with iSNS (r = - 0.52, p = 0.021).</p><p><strong>Conclusion: </strong>Even modest weight loss led to early improvements in vascular function and blood pressure in individuals with low CVH, while autonomic benefits were more evident in those with moderate CVH.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"195-206"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145603580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-01Epub Date: 2025-11-21DOI: 10.1007/s40292-025-00766-1
Ali Akhtar, Muhammad Basil Raza, Harsh Chawla, Lubna Alabdallat, Nissy Valsan Mathew, Harikrishnan Srinivasan
Introduction: Optimal blood pressure (BP) targets in type 2 diabetes mellitus (T2DM) remain uncertain, particularly following recent large-scale trials. The balance between cardiovascular protection and potential harms from intensive BP lowering continues to be debated.
Aim: This study aimed to update the evidence comparing intensive versus standard BP control in T2DM by incorporating data from the recent BPROAD trial and reassessing cardiovascular and microvascular outcomes across major randomized trials.
Methods: This meta-analysis included eight randomized controlled trials (ABCD, Mehler 2003, ABCD-2V, SANDS, INVEST, ACCORD-BP, J-DOIT3, and BPROAD), comprising a total of 25,686 participants. Intensive arms consistently achieved ~120/70 mmHg regardless of specific trial targets. Follow-up ranged 1.9-8.5 years. The primary end-point was a composite of fatal/non-fatal cardiovascular events; secondary endpoints were diabetic retinopathy, neuropathy and urine albumin excretion (UAE). Pooled odds ratios (ORs) with 95% confidence intervals (CIs) were calculated with a random-effects model; heterogeneity was expressed as I2.
Results: Compared to standard BP control, intensive BP lowering reduced composite cardiovascular events (OR 0.88, 95% CI 0.79-0.97; I2 = 17%). Retinopathy likewise fell (OR 0.84, 95% CI 0.71-0.98; I2 = 0%). UAE risk declined (OR 0.82, 95% CI 0.71-0.94; I2 = 62%). The analysis showed an OR of 1.48 (95% CI 1.05-2.10; P = 0.03; I2 = 0%) for neuropathy, but the small sample size and wide confidence interval limit confidence in this result.
Conclusion: Lowering BP to approximately 120/70 mmHg, representing a more stringent target than standard control (~135/80 mmHg) is associated with modest reductions in cardiovascular events and improvements in microvascular outcomes including retinopathy and albuminuria in type 2 diabetes. While these benefits are modest and neuropathy data remain limited, the findings support consideration of lower BP targets in this population, applied thoughtfully and tailored to individual risk and tolerability.
2型糖尿病(T2DM)的最佳血压(BP)目标仍然不确定,特别是在最近的大规模试验之后。强化降压对心血管的保护和潜在危害之间的平衡仍在争论中。目的:本研究旨在通过结合最近BPROAD试验的数据,并重新评估主要随机试验的心血管和微血管结果,来更新比较强化与标准血压控制在T2DM患者中的证据。方法:本meta分析纳入8项随机对照试验(ABCD、Mehler 2003、ABCD- 2v、SANDS、INVEST、ACCORD-BP、J-DOIT3和BPROAD),共纳入25,686名受试者。无论具体的试验目标如何,强化臂始终达到~120/70 mmHg。随访时间为1.9-8.5年。主要终点是致死性/非致死性心血管事件的复合;次要终点为糖尿病视网膜病变、神经病变和尿白蛋白排泄(UAE)。采用随机效应模型计算95%置信区间(ci)的合并优势比(ORs);异质性用I2表示。结果:与标准血压对照组相比,强化降压可减少复合心血管事件(OR 0.88, 95% CI 0.79-0.97; I2 = 17%)。视网膜病变同样下降(OR 0.84, 95% CI 0.71-0.98; I2 = 0%)。阿联酋风险下降(OR 0.82, 95% CI 0.71-0.94; I2 = 62%)。分析显示神经病变的OR为1.48 (95% CI 1.05-2.10; P = 0.03; I2 = 0%),但样本量小,置信区间宽限制了该结果的可信度。结论:将血压降至大约120/70 mmHg,比标准对照组(~135/80 mmHg)更严格的目标,与2型糖尿病心血管事件的适度减少和微血管结局(包括视网膜病变和蛋白尿)的改善有关。虽然这些益处不大,神经病变数据仍然有限,但研究结果支持在该人群中考虑降低血压目标,并根据个人风险和耐受性进行仔细应用。
{"title":"Intensive Versus Standard Blood Pressure Control in Type 2 Diabetes: Cardiovascular and Microvascular Outcomes.","authors":"Ali Akhtar, Muhammad Basil Raza, Harsh Chawla, Lubna Alabdallat, Nissy Valsan Mathew, Harikrishnan Srinivasan","doi":"10.1007/s40292-025-00766-1","DOIUrl":"10.1007/s40292-025-00766-1","url":null,"abstract":"<p><strong>Introduction: </strong>Optimal blood pressure (BP) targets in type 2 diabetes mellitus (T2DM) remain uncertain, particularly following recent large-scale trials. The balance between cardiovascular protection and potential harms from intensive BP lowering continues to be debated.</p><p><strong>Aim: </strong>This study aimed to update the evidence comparing intensive versus standard BP control in T2DM by incorporating data from the recent BPROAD trial and reassessing cardiovascular and microvascular outcomes across major randomized trials.</p><p><strong>Methods: </strong>This meta-analysis included eight randomized controlled trials (ABCD, Mehler 2003, ABCD-2V, SANDS, INVEST, ACCORD-BP, J-DOIT3, and BPROAD), comprising a total of 25,686 participants. Intensive arms consistently achieved ~120/70 mmHg regardless of specific trial targets. Follow-up ranged 1.9-8.5 years. The primary end-point was a composite of fatal/non-fatal cardiovascular events; secondary endpoints were diabetic retinopathy, neuropathy and urine albumin excretion (UAE). Pooled odds ratios (ORs) with 95% confidence intervals (CIs) were calculated with a random-effects model; heterogeneity was expressed as I<sup>2</sup>.</p><p><strong>Results: </strong>Compared to standard BP control, intensive BP lowering reduced composite cardiovascular events (OR 0.88, 95% CI 0.79-0.97; I<sup>2</sup> = 17%). Retinopathy likewise fell (OR 0.84, 95% CI 0.71-0.98; I<sup>2</sup> = 0%). UAE risk declined (OR 0.82, 95% CI 0.71-0.94; I<sup>2</sup> = 62%). The analysis showed an OR of 1.48 (95% CI 1.05-2.10; P = 0.03; I<sup>2</sup> = 0%) for neuropathy, but the small sample size and wide confidence interval limit confidence in this result.</p><p><strong>Conclusion: </strong>Lowering BP to approximately 120/70 mmHg, representing a more stringent target than standard control (~135/80 mmHg) is associated with modest reductions in cardiovascular events and improvements in microvascular outcomes including retinopathy and albuminuria in type 2 diabetes. While these benefits are modest and neuropathy data remain limited, the findings support consideration of lower BP targets in this population, applied thoughtfully and tailored to individual risk and tolerability.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"153-158"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145563693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-01Epub Date: 2025-11-21DOI: 10.1007/s40292-025-00763-4
Carlos Diaz-Arocutipa
Introduction: Hypertensive crises are often managed in primary care, yet guideline-discordant use of short-acting oral antihypertensives remains common in low- and middle-income countries.
Aim: We aimed to describe prescribing patterns of captopril, nifedipine, furosemide, and metamizole in Peru.
Methods: We conducted a retrospective cohort study using nationwide data from the Peruvian Seguro Integral de Salud (2019-2024). Adults with hypertension and at least one hypertensive crisis episode (systolic blood pressure [BP] ≥ 180 mmHg and/or diastolic BP ≥ 110 mmHg) in primary care were included. Joinpoint regression assessed temporal trends, and multivariable logistic regression identified prescribing determinants.
Results: We analyzed 163,166 episodes from 101,894 patients (mean age 67.3 ± 13.7 years, 60.9% women). Captopril use declined from 40.3 to 34.5% (average monthly percent change [AMPC] - 0.22%; p < 0.001), with steepest decreases in level I-1 healthcare facilities and patients ≥ 80 years. Nifedipine showed no significant overall change (AMPC + 0.07%; p = 0.406) but rose mid-period before declining. Combined captopril or nifedipine use decreased modestly (AMPC - 0.21%; p < 0.001). Furosemide or metamizole were prescribed in 4.7% of episodes, with stable trends but increases in level I-1 healthcare facilities. Higher systolic BP increased the probability of prescribing all medications; diastolic BP showed a non-linear association peaking at 100-110 mmHg. Younger ages were associated with greater medication use.
Conclusions: Short-acting antihypertensives and other agents remain common in Peruvian primary care hypertensive crises. Targeted strategies are needed to align practice with evidence-based recommendations.
高血压危象通常在初级保健中得到管理,但在低收入和中等收入国家,短效口服抗高血压药的使用与指南不一致仍然很常见。目的:我们旨在描述秘鲁卡托普利、硝苯地平、呋塞米和metamizole的处方模式。方法:我们使用秘鲁Seguro Integral de Salud(2019-2024)的全国数据进行了一项回顾性队列研究。纳入了在初级保健中至少有一次高血压危重发作(收缩压[BP]≥180 mmHg和/或舒张压≥110 mmHg)的成年人。连接点回归评估了时间趋势,多变量逻辑回归确定了处方决定因素。结果:我们分析了来自101,894例患者的163,166次发作(平均年龄67.3±13.7岁,60.9%为女性)。卡托普利的使用率从40.3%下降到34.5%(平均每月百分比变化[AMPC] - 0.22%); p结论:短效降压药和其他药物在秘鲁初级保健高血压危重患者中仍然很常见。需要有针对性的战略,使实践与循证建议保持一致。
{"title":"Treatment of Hypertensive Crisis in Primary Care Health Facilities in Peru, 2019-2024.","authors":"Carlos Diaz-Arocutipa","doi":"10.1007/s40292-025-00763-4","DOIUrl":"10.1007/s40292-025-00763-4","url":null,"abstract":"<p><strong>Introduction: </strong>Hypertensive crises are often managed in primary care, yet guideline-discordant use of short-acting oral antihypertensives remains common in low- and middle-income countries.</p><p><strong>Aim: </strong>We aimed to describe prescribing patterns of captopril, nifedipine, furosemide, and metamizole in Peru.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study using nationwide data from the Peruvian Seguro Integral de Salud (2019-2024). Adults with hypertension and at least one hypertensive crisis episode (systolic blood pressure [BP] ≥ 180 mmHg and/or diastolic BP ≥ 110 mmHg) in primary care were included. Joinpoint regression assessed temporal trends, and multivariable logistic regression identified prescribing determinants.</p><p><strong>Results: </strong>We analyzed 163,166 episodes from 101,894 patients (mean age 67.3 ± 13.7 years, 60.9% women). Captopril use declined from 40.3 to 34.5% (average monthly percent change [AMPC] - 0.22%; p < 0.001), with steepest decreases in level I-1 healthcare facilities and patients ≥ 80 years. Nifedipine showed no significant overall change (AMPC + 0.07%; p = 0.406) but rose mid-period before declining. Combined captopril or nifedipine use decreased modestly (AMPC - 0.21%; p < 0.001). Furosemide or metamizole were prescribed in 4.7% of episodes, with stable trends but increases in level I-1 healthcare facilities. Higher systolic BP increased the probability of prescribing all medications; diastolic BP showed a non-linear association peaking at 100-110 mmHg. Younger ages were associated with greater medication use.</p><p><strong>Conclusions: </strong>Short-acting antihypertensives and other agents remain common in Peruvian primary care hypertensive crises. Targeted strategies are needed to align practice with evidence-based recommendations.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"183-193"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145563791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-01Epub Date: 2026-01-14DOI: 10.1007/s40292-025-00768-z
Alessandro Gentilin, Laurent Mourot
Introduction: The age-related dynamics of blood pressure (BP) arise from complex, often concurrent interactions among multiple factors (e.g., sex, type-2 diabetes mellitus [T2DM], body mass index [BMI]), making it challenging to isolate individual variable effects. Disentangling factor's contribution to BP trajectories across the lifespan remains a challenge.
Aim: Machine learning (ML) algorithms were applied to data from 219 individuals from a publicly available dataset to model age-related trends in systolic and diastolic BP, using age, sex, BMI, heart rate, and T2DM as predictors.
Methods: Five regression models (linear regression, random forests, support vector machines, gaussian process regression [GPR], and neural networks) were tested. The best-fitting models capturing complex predictor-target relationships were used to simulate systolic and diastolic BP trajectories under customized scenarios, independently varying sex, BMI, and T2DM to assess isolated effects.
Results: The squared exponential GPR yielded the best predictions for systolic BP, while the Matern 5/2 kernel performed best for diastolic BP. Systolic BP increased with age, with steeper trends at higher BMI. Women had lower systolic BP in early and mid-adulthood, but values surpassed men's in older age, especially with T2DM. Diastolic BP rose until midlife, then declined in both sexes. Women showed a similar crossover pattern, attenuated by T2DM, particularly at higher BMI.
Conclusion: ML simulations from a static dataset assessed individual factors' contributions to BP trajectories, producing results consistent with empirical evidence (e.g., greater T2DM impact on BP dynamics and faster age-related BP rise in women than men) and highlighting the potential for counterfactual analyses.
{"title":"Machine Learning Insights into Age-Related Sex Differences in Blood Pressure: Influence of Diabetes and Body Mass Index.","authors":"Alessandro Gentilin, Laurent Mourot","doi":"10.1007/s40292-025-00768-z","DOIUrl":"10.1007/s40292-025-00768-z","url":null,"abstract":"<p><strong>Introduction: </strong>The age-related dynamics of blood pressure (BP) arise from complex, often concurrent interactions among multiple factors (e.g., sex, type-2 diabetes mellitus [T2DM], body mass index [BMI]), making it challenging to isolate individual variable effects. Disentangling factor's contribution to BP trajectories across the lifespan remains a challenge.</p><p><strong>Aim: </strong>Machine learning (ML) algorithms were applied to data from 219 individuals from a publicly available dataset to model age-related trends in systolic and diastolic BP, using age, sex, BMI, heart rate, and T2DM as predictors.</p><p><strong>Methods: </strong>Five regression models (linear regression, random forests, support vector machines, gaussian process regression [GPR], and neural networks) were tested. The best-fitting models capturing complex predictor-target relationships were used to simulate systolic and diastolic BP trajectories under customized scenarios, independently varying sex, BMI, and T2DM to assess isolated effects.</p><p><strong>Results: </strong>The squared exponential GPR yielded the best predictions for systolic BP, while the Matern 5/2 kernel performed best for diastolic BP. Systolic BP increased with age, with steeper trends at higher BMI. Women had lower systolic BP in early and mid-adulthood, but values surpassed men's in older age, especially with T2DM. Diastolic BP rose until midlife, then declined in both sexes. Women showed a similar crossover pattern, attenuated by T2DM, particularly at higher BMI.</p><p><strong>Conclusion: </strong>ML simulations from a static dataset assessed individual factors' contributions to BP trajectories, producing results consistent with empirical evidence (e.g., greater T2DM impact on BP dynamics and faster age-related BP rise in women than men) and highlighting the potential for counterfactual analyses.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"227-237"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145965853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-01Epub Date: 2025-12-09DOI: 10.1007/s40292-025-00758-1
Federica Moscucci, Francesco Baratta, Valentina Bucciarelli, Anna Vittoria Mattioli, Marcello Pinti, Giada Zanini, Susanna Sciomer, Sabina Gallina, Gianfranco Piccirillo, Giovambattista Desideri
Inflammaging is a chronic, low-grade inflammation that accompanies aging and contributes to the development of age-related diseases. Recent research has increasingly focused on its impact in women, recognizing that aging and inflammatory processes differ between sexes. Estrogens, known for their anti-inflammatory effects, offer protection during reproductive years. However, their decline during menopause and the climacteric period is linked to increased inflammation and a higher risk of chronic diseases such as osteoporosis, cardiovascular disease, and arthritis. X-linked immune-related genes play a critical role in immune system regulation. Epigenetic changes associated with aging can affect the expression of inflammation-related genes, with hormonal and genetic differences contributing to sex-specific responses. Women generally exhibit stronger immune responses than men, which can enhance infection resistance but also increase susceptibility to autoimmune diseases and inflammaging. Lifestyle factors, including diet and physical activity, significantly influence inflammation. Due to metabolic differences, women may respond differently to these interventions. Postmenopausal women, for example, often exhibit higher levels of inflammatory markers like C-reactive protein (CRP) and interleukin-6 (IL-6), which are associated with elevated risks of cardiovascular and other age-related conditions. These findings suggest that strategies to reduce inflammation-such as anti-inflammatory diets or medications-should be tailored to the unique hormonal and physiological context of women. Understanding the distinct manifestations of inflammaging in women is essential for developing gender-specific approaches to promote healthier aging and reduce the burden of chronic disease in later life.
{"title":"Inflammaging and Cardiovascular Risk in Old Women.","authors":"Federica Moscucci, Francesco Baratta, Valentina Bucciarelli, Anna Vittoria Mattioli, Marcello Pinti, Giada Zanini, Susanna Sciomer, Sabina Gallina, Gianfranco Piccirillo, Giovambattista Desideri","doi":"10.1007/s40292-025-00758-1","DOIUrl":"10.1007/s40292-025-00758-1","url":null,"abstract":"<p><p>Inflammaging is a chronic, low-grade inflammation that accompanies aging and contributes to the development of age-related diseases. Recent research has increasingly focused on its impact in women, recognizing that aging and inflammatory processes differ between sexes. Estrogens, known for their anti-inflammatory effects, offer protection during reproductive years. However, their decline during menopause and the climacteric period is linked to increased inflammation and a higher risk of chronic diseases such as osteoporosis, cardiovascular disease, and arthritis. X-linked immune-related genes play a critical role in immune system regulation. Epigenetic changes associated with aging can affect the expression of inflammation-related genes, with hormonal and genetic differences contributing to sex-specific responses. Women generally exhibit stronger immune responses than men, which can enhance infection resistance but also increase susceptibility to autoimmune diseases and inflammaging. Lifestyle factors, including diet and physical activity, significantly influence inflammation. Due to metabolic differences, women may respond differently to these interventions. Postmenopausal women, for example, often exhibit higher levels of inflammatory markers like C-reactive protein (CRP) and interleukin-6 (IL-6), which are associated with elevated risks of cardiovascular and other age-related conditions. These findings suggest that strategies to reduce inflammation-such as anti-inflammatory diets or medications-should be tailored to the unique hormonal and physiological context of women. Understanding the distinct manifestations of inflammaging in women is essential for developing gender-specific approaches to promote healthier aging and reduce the burden of chronic disease in later life.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"171-181"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12989026/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145713985","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-01Epub Date: 2026-01-07DOI: 10.1007/s40292-025-00772-3
Luigi Petramala, Gioacchino Galardo, Luca Marino, Francesco Circosta, Giulia Nardoianni, Francesco Baratta, Luca Caprioni Grasso, Federica Moscucci, Giuliano Tocci, Giovambattista Desideri, Claudio Letizia
Introduction: Obesity represents a significant public health problem, particularly due to its strong association with additional cardiovascular risk factors, such as hypertension, insulin resistance (IR), type 2 diabetes mellitus, metabolic syndrome (MS) and cardiovascular disease. IR is the underlying factor of the relationship between obesity and metabolic dysregulation. The identification of IR is crucial for early diagnosis, clinical management and specific treatment.
Aim: This study aims to evaluate the diagnostic efficacy of the Triglycerides/Glucose (TyG) Index in identifying IR and target-organ damage in a cohort of patients with essential hypertension.
Methods: we have evaluated 235 consecutive patients with essential hypertension (50.1% men and 49.9% women; mean age 51.9 ± 17.3 years), stratified for body mass index (BMI). Biochemical analysis and instrumental evaluation were assessed to identify target-organ damage.
Results: Increased BMI was associated with higher values of blood pressure, glycaemia and triglycerides. In patients with higher BMI, we observed more prevalent target-organ damage, particularly cardiac remodeling (78.3%) and higher 24-h urinary albumin excretion (83.7±48 mg/L). The TyG index proved to be a stronger biomarker for identifying the development of MS (AUC 0.78) and cardiac remodeling (AUC 0.66).
Conclusions: This study confirms that obesity is correlated with a impaired hemodynamic and metabolic profile. The TyG index could represent an efficient and easy-to-use indicator for identifying both individuals developing MS and early cardiac remodeling, especially in normal-weight subjects.
{"title":"Clinical Use of the Triglycerides/Glucose (TyG) Index in the Early Assessment of Metabolic Alterations and Cardiovascular Remodeling in Essential Hypertensive Patients.","authors":"Luigi Petramala, Gioacchino Galardo, Luca Marino, Francesco Circosta, Giulia Nardoianni, Francesco Baratta, Luca Caprioni Grasso, Federica Moscucci, Giuliano Tocci, Giovambattista Desideri, Claudio Letizia","doi":"10.1007/s40292-025-00772-3","DOIUrl":"10.1007/s40292-025-00772-3","url":null,"abstract":"<p><strong>Introduction: </strong>Obesity represents a significant public health problem, particularly due to its strong association with additional cardiovascular risk factors, such as hypertension, insulin resistance (IR), type 2 diabetes mellitus, metabolic syndrome (MS) and cardiovascular disease. IR is the underlying factor of the relationship between obesity and metabolic dysregulation. The identification of IR is crucial for early diagnosis, clinical management and specific treatment.</p><p><strong>Aim: </strong>This study aims to evaluate the diagnostic efficacy of the Triglycerides/Glucose (TyG) Index in identifying IR and target-organ damage in a cohort of patients with essential hypertension.</p><p><strong>Methods: </strong>we have evaluated 235 consecutive patients with essential hypertension (50.1% men and 49.9% women; mean age 51.9 ± 17.3 years), stratified for body mass index (BMI). Biochemical analysis and instrumental evaluation were assessed to identify target-organ damage.</p><p><strong>Results: </strong>Increased BMI was associated with higher values of blood pressure, glycaemia and triglycerides. In patients with higher BMI, we observed more prevalent target-organ damage, particularly cardiac remodeling (78.3%) and higher 24-h urinary albumin excretion (83.7±48 mg/L). The TyG index proved to be a stronger biomarker for identifying the development of MS (AUC 0.78) and cardiac remodeling (AUC 0.66).</p><p><strong>Conclusions: </strong>This study confirms that obesity is correlated with a impaired hemodynamic and metabolic profile. The TyG index could represent an efficient and easy-to-use indicator for identifying both individuals developing MS and early cardiac remodeling, especially in normal-weight subjects.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"239-248"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12989022/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145911147","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Despite advancements in pharmacological strategies, blood pressure (BP) control remains unsatisfactory in a significant proportion of hypertensive patients. This may be related to the multifactorial pathogenesis of hypertension, which makes treatment challenging and often requires the use of multiple BP-lowering pills that can reduce adherence. Transdermal clonidine, a central α₂-adrenergic agonist, offers a unique antihypertensive approach that may deserve renewed consideration. Although largely abandoned in the oral form due to side effects and withdrawal concerns, the transdermal patch provides a steadier drug release and improved tolerability. This review summarizes evidence from randomized and observational studies evaluating the efficacy, safety, and adherence profile of transdermal clonidine in the treatment of hypertension. Overall, the patch demonstrated blood pressure-lowering efficacy comparable to standard first-line agents, such as β-blockers, calcium channel blockers, and diuretics. It was particularly effective in improving treatment adherence and reducing the risk of rebound hypertension during discontinuation. Adverse effects, mainly dry mouth, sedation, and mild skin reactions, were generally well tolerated. These findings suggest that transdermal clonidine may serve as a useful adjunct or alternative therapy in patients with resistant hypertension, poor adherence to oral therapy, or intolerance to other drug classes, and that its role deserves to be reconsidered within contemporary, patient-centered antihypertensive strategies.
{"title":"Transdermal Clonidine for Hypertension: An Underutilized Ally in the Modern Era.","authors":"Stefano Masi, Nicola Riccardo Pugliese, Stefano Taddei, Claudio Ferri, Claudio Borghi","doi":"10.1007/s40292-025-00770-5","DOIUrl":"10.1007/s40292-025-00770-5","url":null,"abstract":"<p><p>Despite advancements in pharmacological strategies, blood pressure (BP) control remains unsatisfactory in a significant proportion of hypertensive patients. This may be related to the multifactorial pathogenesis of hypertension, which makes treatment challenging and often requires the use of multiple BP-lowering pills that can reduce adherence. Transdermal clonidine, a central α₂-adrenergic agonist, offers a unique antihypertensive approach that may deserve renewed consideration. Although largely abandoned in the oral form due to side effects and withdrawal concerns, the transdermal patch provides a steadier drug release and improved tolerability. This review summarizes evidence from randomized and observational studies evaluating the efficacy, safety, and adherence profile of transdermal clonidine in the treatment of hypertension. Overall, the patch demonstrated blood pressure-lowering efficacy comparable to standard first-line agents, such as β-blockers, calcium channel blockers, and diuretics. It was particularly effective in improving treatment adherence and reducing the risk of rebound hypertension during discontinuation. Adverse effects, mainly dry mouth, sedation, and mild skin reactions, were generally well tolerated. These findings suggest that transdermal clonidine may serve as a useful adjunct or alternative therapy in patients with resistant hypertension, poor adherence to oral therapy, or intolerance to other drug classes, and that its role deserves to be reconsidered within contemporary, patient-centered antihypertensive strategies.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"159-170"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145677372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-01Epub Date: 2025-12-18DOI: 10.1007/s40292-025-00771-4
E Assanto, C Brigato, G Gammaitoni, C Pellicano, E Rosato, F Iannazzo, M Muscaritoli, R Cianci, Antonietta Gigante
Introduction: Chronic kidney disease (CKD) is associated with dyslipidaemia. Renal dysfunction changes the level, composition and quality of blood lipids in favor of a more atherogenic profile, resulting in increased risk of cardiovascular diseases (CVD). There is emerging interest in identifying protective cut-off levels of triglycerides (TG), cholesterol, both low density lipoprotein (LDL) and high density lipoprotein (HDL) and new prognostic markers like TyG index and TG/HDL ratio in CVD.
Aim: To evaluate if higher levels of TG, TG/HDL-ratio and TyG index are associated with increased in-hospital mortality and to identify a prognostic cut-off value of TG and TG/HDL ratio for in-hospital mortality in a population of patients with CKD.
Methods: We retrospectively analyzed medical records of consecutive hospitalized CKD patients. Clinical and laboratory data were collected and TyG index, TG/HDL-ratio were calculated.
Results: We collected data of 122 inpatients with a median age of 75.5 years (70-84); 73 females (65.2%). In-hospital mortality was observed in 18 cases (16.1%) and patients who died showed increased value of TG and TG/HDL ratio (p = 0.024 and p = 0.022). ROC curve analysis showed that a TG level of 115.5mg/dl (AUC = 0.67; 95% CI 0.52-0.8; p = 0.024) and a TG/HDL ratio of 3.19 (AUC = 0.67; 95% CI 0.51-0.83; p = 0.022) had the highest predictive power for in-hospital mortality. The primary outcome in-hospital mortality was more frequently observed in patients with TG ≥ 115.5 mg/dl (p = 0.006) and in patients with TG/HDL ratio ≥ 3.19 (p = 0.032). Multivariate logistic regression models showed that TG levels [OR 1.025 (CI 1.007; 1.044), p = 0.008] were significantly associated with in-hospital death.
Conclusions: TG levels were found to be prognostic for in-hospital mortality in our population. Crucially, this study identified specific thresholds of TG (≥ 115.5 mg/dL) and the TG/HDL ratio (≥ 3.19) as prognostic values for in-hospital mortality in CKD patients. The ability of these biomarkers to identify hospitalized patients with an elevated mortality risk underscores the need for their early detection to facilitate effective assessment of both cardiovascular risk and mortality.
慢性肾脏疾病(CKD)与血脂异常有关。肾功能不全会改变血脂的水平、组成和质量,使其更容易致动脉粥样硬化,从而增加心血管疾病(CVD)的风险。人们对确定甘油三酯(TG)、胆固醇、低密度脂蛋白(LDL)和高密度脂蛋白(HDL)的保护临界值以及新的预后标志物(如TyG指数和TG/HDL比值)越来越感兴趣。目的:评估较高水平的TG、TG/HDL-比值和TyG指数是否与住院死亡率增加相关,并确定TG和TG/HDL-比值对CKD患者住院死亡率的预后临界值。方法:回顾性分析连续住院CKD患者的病历。收集临床及实验室数据,计算TyG指数、TG/ hdl比值。结果:我们收集了122例住院患者的资料,中位年龄75.5岁(70-84岁);女性73人(65.2%)。住院死亡18例(16.1%),死亡患者TG和TG/HDL比值升高(p = 0.024和p = 0.022)。ROC曲线分析显示,TG水平为115.5mg/dl (AUC = 0.67; 95% CI 0.52-0.8; p = 0.024)和TG/HDL比值为3.19 (AUC = 0.67; 95% CI 0.51-0.83; p = 0.022)对院内死亡率的预测能力最高。主要结局住院死亡率在TG≥115.5 mg/dl (p = 0.006)和TG/HDL比值≥3.19 (p = 0.032)的患者中更为常见。多因素logistic回归模型显示TG水平[OR 1.025 (CI 1.007; 1.044), p = 0.008]与院内死亡显著相关。结论:在我们的人群中,TG水平被发现是院内死亡率的预后因素。至关重要的是,本研究确定了TG(≥115.5 mg/dL)和TG/HDL比值(≥3.19)的特定阈值作为CKD患者住院死亡率的预后值。这些生物标志物识别死亡风险升高的住院患者的能力强调了早期检测的必要性,以促进心血管风险和死亡率的有效评估。
{"title":"Assessment of Triglyceride/High-Density Lipoprotein Cholesterol Ratio and Triglyceride-Glucose Index Threshold in Patients with Chronic Kidney Disease: Evaluation of Clinical Features and Outcomes.","authors":"E Assanto, C Brigato, G Gammaitoni, C Pellicano, E Rosato, F Iannazzo, M Muscaritoli, R Cianci, Antonietta Gigante","doi":"10.1007/s40292-025-00771-4","DOIUrl":"10.1007/s40292-025-00771-4","url":null,"abstract":"<p><strong>Introduction: </strong>Chronic kidney disease (CKD) is associated with dyslipidaemia. Renal dysfunction changes the level, composition and quality of blood lipids in favor of a more atherogenic profile, resulting in increased risk of cardiovascular diseases (CVD). There is emerging interest in identifying protective cut-off levels of triglycerides (TG), cholesterol, both low density lipoprotein (LDL) and high density lipoprotein (HDL) and new prognostic markers like TyG index and TG/HDL ratio in CVD.</p><p><strong>Aim: </strong>To evaluate if higher levels of TG, TG/HDL-ratio and TyG index are associated with increased in-hospital mortality and to identify a prognostic cut-off value of TG and TG/HDL ratio for in-hospital mortality in a population of patients with CKD.</p><p><strong>Methods: </strong>We retrospectively analyzed medical records of consecutive hospitalized CKD patients. Clinical and laboratory data were collected and TyG index, TG/HDL-ratio were calculated.</p><p><strong>Results: </strong>We collected data of 122 inpatients with a median age of 75.5 years (70-84); 73 females (65.2%). In-hospital mortality was observed in 18 cases (16.1%) and patients who died showed increased value of TG and TG/HDL ratio (p = 0.024 and p = 0.022). ROC curve analysis showed that a TG level of 115.5mg/dl (AUC = 0.67; 95% CI 0.52-0.8; p = 0.024) and a TG/HDL ratio of 3.19 (AUC = 0.67; 95% CI 0.51-0.83; p = 0.022) had the highest predictive power for in-hospital mortality. The primary outcome in-hospital mortality was more frequently observed in patients with TG ≥ 115.5 mg/dl (p = 0.006) and in patients with TG/HDL ratio ≥ 3.19 (p = 0.032). Multivariate logistic regression models showed that TG levels [OR 1.025 (CI 1.007; 1.044), p = 0.008] were significantly associated with in-hospital death.</p><p><strong>Conclusions: </strong>TG levels were found to be prognostic for in-hospital mortality in our population. Crucially, this study identified specific thresholds of TG (≥ 115.5 mg/dL) and the TG/HDL ratio (≥ 3.19) as prognostic values for in-hospital mortality in CKD patients. The ability of these biomarkers to identify hospitalized patients with an elevated mortality risk underscores the need for their early detection to facilitate effective assessment of both cardiovascular risk and mortality.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"217-225"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12988899/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145774443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-01Epub Date: 2025-12-09DOI: 10.1007/s40292-025-00773-2
Simonetta Genovesi, Roberto Volpe, Davide Agnoletti, Simonetta Bellone, Gianni Bona, Manuela Casula, Luigi Gentile, Francesca Saladini, Rino Agostiniani, Agostino Virdis, Alberico L Catapano, Massimo Volpe, Marco Giussani
Cardiovascular and cerebrovascular diseases (CVDs), primarily driven by atherosclerosis, remain the leading cause of mortality worldwide and represent a major healthcare burden. Mounting evidence demonstrates that atherosclerotic processes begin in childhood, with lipid streaks detectable as early as the first decade of life. The increasing prevalence of obesity, hypertension, dyslipidemia, insulin resistance, and other modifiable cardiovascular risk factors (CVRFs) in children and adolescents highlights the urgent need for prevention strategies starting early in life. This document, jointly produced by the Italian Society of Pediatrics (SIP), the Italian Society of Hypertension (SIIA), the Italian Society for the Study of Atherosclerosis (SISA), and the Italian Society for Cardiovascular Prevention (SIPREC), emphasizes that atherosclerosis should be considered a disease with its roots in childhood and that true primary prevention must begin from pregnancy and birth. Two possible and complementary levels of intervention should be considered: (1) population-wide promotion of healthy diets, lifestyles, and supportive environments; and (2) early identification and management of specific CVRFs in children and adolescents. The involvement of multiple stakeholders-families, pediatricians, schools, healthcare professionals, policymakers, patient associations, and the media-is crucial to ensure the effectiveness of prevention interventions. Particular attention must be given to obesity, as both an independent risk factor and a driver of additional metabolic and vascular risks. Fighting CVDs requires a paradigm shift: preventive action must start early, be comprehensive, and mobilize all sectors of society. Only by addressing cardiovascular risk during childhood can the future burden of CVDs be effectively reduced.
{"title":"Cardiovascular Prevention in Children, Adolescents, and Young Adults. A Call-to-Action of the Italian Societies of Pediatrics (SIP), Hypertension (SIIA), Study of Atherosclerosis (SISA), and Cardiovascular Prevention (SIPREC).","authors":"Simonetta Genovesi, Roberto Volpe, Davide Agnoletti, Simonetta Bellone, Gianni Bona, Manuela Casula, Luigi Gentile, Francesca Saladini, Rino Agostiniani, Agostino Virdis, Alberico L Catapano, Massimo Volpe, Marco Giussani","doi":"10.1007/s40292-025-00773-2","DOIUrl":"10.1007/s40292-025-00773-2","url":null,"abstract":"<p><p>Cardiovascular and cerebrovascular diseases (CVDs), primarily driven by atherosclerosis, remain the leading cause of mortality worldwide and represent a major healthcare burden. Mounting evidence demonstrates that atherosclerotic processes begin in childhood, with lipid streaks detectable as early as the first decade of life. The increasing prevalence of obesity, hypertension, dyslipidemia, insulin resistance, and other modifiable cardiovascular risk factors (CVRFs) in children and adolescents highlights the urgent need for prevention strategies starting early in life. This document, jointly produced by the Italian Society of Pediatrics (SIP), the Italian Society of Hypertension (SIIA), the Italian Society for the Study of Atherosclerosis (SISA), and the Italian Society for Cardiovascular Prevention (SIPREC), emphasizes that atherosclerosis should be considered a disease with its roots in childhood and that true primary prevention must begin from pregnancy and birth. Two possible and complementary levels of intervention should be considered: (1) population-wide promotion of healthy diets, lifestyles, and supportive environments; and (2) early identification and management of specific CVRFs in children and adolescents. The involvement of multiple stakeholders-families, pediatricians, schools, healthcare professionals, policymakers, patient associations, and the media-is crucial to ensure the effectiveness of prevention interventions. Particular attention must be given to obesity, as both an independent risk factor and a driver of additional metabolic and vascular risks. Fighting CVDs requires a paradigm shift: preventive action must start early, be comprehensive, and mobilize all sectors of society. Only by addressing cardiovascular risk during childhood can the future burden of CVDs be effectively reduced.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"133-151"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12988895/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145713781","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-03-01Epub Date: 2025-12-05DOI: 10.1007/s40292-025-00767-0
Valerio Garrone Barauna, Jeremias da Silva Leão, Divanei Zaniqueli, Camila Maciel de Oliveira, Alexandre Costa Pereira, José Geraldo Mill, Rafael de Oliveira Alvim
Introduction: Estimated pulse wave velocity (ePWV) is a non-invasive and low-cost method that uses age and blood pressure to assess cardiovascular risk. However, as it is not a true measure of arterial mechanics, its accuracy in diverse cohorts, such as Brazilian populations, is uncertain due to inherent genetic and environmental differences.
Aim: to externally validate existing European ePWV equations and develop new, population-specific models for ePWV estimation in a large, admixed Brazilian cohort.
Methods: We analyzed data from 2122 Brazilian adults, assessing carotid-femoral pulse wave velocity (cfPWV), age, mean arterial pressure (MAP), and sex. Linear regression models were developed, incorporating all these variables as predictors. Model performance was evaluated using root mean square error (RMSE) and coefficient of determination (R2). Bland-Altman analyses assessed agreement between estimated and measured cfPWV.
Results: The newly developed equations demonstrated superior performance compared to existing European models. Our best-performing model (Equation 2) achieved an RMSE of 0.744 in individuals without cardiovascular risk factor, demonstrating superior performance to the model derived by the Arterial Stiffness Collaboration Group (ASCG) (RMSE: 0.879). Inclusion of sex as a predictor further improved model accuracy. Bland-Altman analyses revealed narrower limits of agreement for the new models. Notably, higher prediction errors were observed in subgroups underrepresented in the sample, such as individuals with very high cfPWV, advanced age, or elevated MAP.
Conclusions: Population-specific ePWV equations tailored to the Brazilian cohort provide more accurate estimations of arterial stiffness. This improved precision is clinically meaningful, allowing for better stratification of cardiovascular risk using a low-cost tool readily applicable in the public health system. These findings underscore the importance of developing and validating cardiovascular risk assessment tools within diverse populations to enhance predictive accuracy and clinical utility.
{"title":"External Validation and Local Adaptation of Estimated Pulse Wave Velocity Models in a Brazilian Population.","authors":"Valerio Garrone Barauna, Jeremias da Silva Leão, Divanei Zaniqueli, Camila Maciel de Oliveira, Alexandre Costa Pereira, José Geraldo Mill, Rafael de Oliveira Alvim","doi":"10.1007/s40292-025-00767-0","DOIUrl":"10.1007/s40292-025-00767-0","url":null,"abstract":"<p><strong>Introduction: </strong>Estimated pulse wave velocity (ePWV) is a non-invasive and low-cost method that uses age and blood pressure to assess cardiovascular risk. However, as it is not a true measure of arterial mechanics, its accuracy in diverse cohorts, such as Brazilian populations, is uncertain due to inherent genetic and environmental differences.</p><p><strong>Aim: </strong>to externally validate existing European ePWV equations and develop new, population-specific models for ePWV estimation in a large, admixed Brazilian cohort.</p><p><strong>Methods: </strong>We analyzed data from 2122 Brazilian adults, assessing carotid-femoral pulse wave velocity (cfPWV), age, mean arterial pressure (MAP), and sex. Linear regression models were developed, incorporating all these variables as predictors. Model performance was evaluated using root mean square error (RMSE) and coefficient of determination (R<sup>2</sup>). Bland-Altman analyses assessed agreement between estimated and measured cfPWV.</p><p><strong>Results: </strong>The newly developed equations demonstrated superior performance compared to existing European models. Our best-performing model (Equation 2) achieved an RMSE of 0.744 in individuals without cardiovascular risk factor, demonstrating superior performance to the model derived by the Arterial Stiffness Collaboration Group (ASCG) (RMSE: 0.879). Inclusion of sex as a predictor further improved model accuracy. Bland-Altman analyses revealed narrower limits of agreement for the new models. Notably, higher prediction errors were observed in subgroups underrepresented in the sample, such as individuals with very high cfPWV, advanced age, or elevated MAP.</p><p><strong>Conclusions: </strong>Population-specific ePWV equations tailored to the Brazilian cohort provide more accurate estimations of arterial stiffness. This improved precision is clinically meaningful, allowing for better stratification of cardiovascular risk using a low-cost tool readily applicable in the public health system. These findings underscore the importance of developing and validating cardiovascular risk assessment tools within diverse populations to enhance predictive accuracy and clinical utility.</p>","PeriodicalId":12890,"journal":{"name":"High Blood Pressure & Cardiovascular Prevention","volume":" ","pages":"207-216"},"PeriodicalIF":2.9,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145677394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}