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High-Dose vs. Standard-Dose Influenza Vaccine in Older Patients With Hypertension: A Post Hoc Analysis of DANFLU-1 老年高血压患者的高剂量与标准剂量流感疫苗:DANFLU-1的事后分析
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-11-14 DOI: 10.1111/jch.70177
Adam Femerling Langhoff, Niklas Dyrby Johansen, Daniel Modin, Kira Hyldekær Janstrup, Katja Vu Bartholdy, Caroline Espersen, Joshua Nealon, Sandrine Samson, Matthew M. Loiacono, Rebecca Harris, Carsten Schade Larsen, Anne Marie Reimer Jensen, Nino Emanuel Landler, Brian L. Claggett, Scott D. Solomon, Martin J. Landray, Gunnar H. Gislason, Lars Køber, Pradeesh Sivapalan, Jens Ulrik Stæhr Jensen, Tor Biering-Sørensen

Patients with hypertension (HTN) face an increased risk of complications and mortality from influenza; a risk that may be modified by influenza vaccination. There is limited evidence on the effectiveness of high-dose (HD-IIV) compared with standard-dose (SD-IIV) inactivated influenza vaccines in hypertensive individuals. This study, a post hoc analysis of DANFLU-1, a pragmatic, and open-label, individually randomized trial of HD-IIV vs. SD-IIV conducted during the 2021–2022 influenza season among participants aged 65–79 years. Prespecified outcomes in DANFLU-1 included hospitalization for influenza or pneumonia, cardiovascular, cardiorespiratory, and respiratory hospitalizations, all-cause hospitalization, and all-cause mortality. Outcomes were analyzed as both time-to-first and recurrent events. DANFLU-1 randomized 12 477 participants randomized to HD-IIV or SD-IIV, of these 6469 (51.9%) had a history of HTN. HD-IIV was associated with lower hazards for hospitalizations for pneumonia or influenza, respiratory disease, and all-cause mortality compared with SD-IIV and these associations were consistent regardless of HTN status (pinteraction = 0.09, = 0.09, and = 0.59, respectively). HD-IIV was associated with lower incidence rates of recurrent hospitalizations for pneumonia or influenza and all-cause hospitalizations compared with SD-IIV, irrespective of HTN status (pinteraction = 0.09 and = 0.75, respectively). There was evidence of potential effect modification of HD-IIV vs. SD-IIV in relation to recurrent respiratory hospitalizations, where the relative effect may be greater among those without vs. with HTN (pinteraction = 0.04). In conclusion, this post hoc analysis of a large-scale pragmatic trial, HD-IIV was associated with lower risk of clinical outcomes, including hospitalizations for pneumonia or influenza, all-cause mortality, and all-cause hospitalizations irrespective of the presence of HTN.

Trial Registration: ClinicalTrials.gov identifier: NCT05048589

高血压患者(HTN)面临流感并发症和死亡风险增加;这种风险可通过接种流感疫苗加以改善。高剂量(hd - iv)流感灭活疫苗与标准剂量(sd - iv)流感灭活疫苗在高血压患者中的有效性比较,证据有限。这项研究是对danfu -1的一项即时分析,danfu -1是一项实用的、开放标签的、个体随机试验,在2021-2022年流感季节进行了hd - iv与sd - iv的对比,参与者年龄为65-79岁。danfu -1的预定结局包括因流感或肺炎住院、心血管、心肺和呼吸系统住院、全因住院和全因死亡率。结果分析为首次发病时间和复发事件。danfu -1随机分组12 477例受试者,随机分为hd - iv组或sd - iv组,其中6469例(51.9%)有HTN病史。与sd - iv相比,hd - iv与肺炎或流感住院、呼吸道疾病和全因死亡率的风险较低相关,并且无论HTN状态如何,这些关联都是一致的(相互作用分别= 0.09、= 0.09和= 0.59)。与sd - iv相比,无论HTN状态如何,hd - iv与肺炎或流感复发住院和全因住院的发生率较低相关(相互作用分别= 0.09和= 0.75)。有证据表明,HD-IIV与SD-IIV对复发性呼吸系统住院治疗的潜在影响有所改变,其中,没有HTN的患者与患有HTN的患者的相对影响可能更大(p相互作用= 0.04)。总之,这项大规模实用试验的事后分析表明,hd - iv与较低的临床结局风险相关,包括肺炎或流感住院、全因死亡率和无论HTN是否存在的全因住院。试验注册:ClinicalTrials.gov标识符:NCT05048589。
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引用次数: 0
Peripartum Management and Labor Stage Duration in Hypertensive Disorders in Pregnancy: A Retrospective Study in a Single Center 妊娠期高血压疾病的围生期管理和产程:单中心回顾性研究
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-11-11 DOI: 10.1111/jch.70179
Hao Zhu, Bian Wang, Yi Yu, Rong Hu, Weirong Gu

Hypertensive disorders in pregnancy (HDP) are a major cause of maternal and perinatal morbidity and mortality. The impact of HDP on labor stage duration and maternal and neonatal outcomes in nulliparous women remains unclear. To assess labor stage duration and maternal and neonatal outcomes in nulliparous women with HDP. A retrospective cohort of 31 472 singleton pregnancies from January 2018 to December 2023 at the Obstetrics and Gynecology Hospital of Fudan University was analyzed using 1:4 propensity score matching (PSM) and inverse probability of treatment weighting (IPTW). Labor stage durations and maternal and neonatal outcomes were analyzed between women with and without HDP. HDP pregnancies had shorter first and total labor stages but longer second and third stages. The HDP group also had higher oxytocin (OCT) use, reduced fetal distress, intrapartum fever, and increased postpartum hemorrhage. Subgroup analysis by labor onset showed that for spontaneous onset, the HDP group had a significantly shorter first stage and total labor duration, with a significantly longer second and third stage duration. In subgroup analysis by HDP type, among pregnancies with spontaneous onset, those with superimposed preeclampsia on chronic hypertension had the shortest labor duration, followed by gestational hypertension and preeclampsia groups, with chronic hypertension alone showing the longest. Similarly, in the induced labor subgroup, gestational hypertension had the shortest duration, followed by superimposed preeclampsia and preeclampsia, with chronic hypertension again exhibiting the longest. The study indicates HDP affects labor duration, with implications for obstetric policies and childbirth safety.

妊娠期高血压疾病(HDP)是孕产妇和围产期发病率和死亡率的主要原因。HDP对未产妇女产程持续时间和产妇及新生儿结局的影响尚不清楚。评估妊娠期持续时间和产妇和新生儿结局在未分娩妇女与HDP。采用1:4倾向评分匹配(PSM)和治疗加权逆概率(IPTW)对复旦大学妇产医院2018年1月至2023年12月31 472例单胎妊娠进行回顾性队列分析。分析了有和没有HDP的妇女的产程持续时间和产妇和新生儿结局。HDP妊娠第一产程和总产程较短,第二产程和第三产程较长。HDP组也有较高的催产素(OCT)使用,减少胎儿窘迫,产时发烧,产后出血增加。根据产程的亚组分析显示,对于自发性发作,HDP组第一产程和总产程明显较短,第二和第三产程明显较长。在HDP类型亚组分析中,自发性妊娠中,合并子痫前期合并慢性高血压组产程最短,其次是妊娠期高血压组和子痫前期组,以单纯慢性高血压组产程最长。同样,在引产亚组中,妊娠期高血压持续时间最短,其次是叠加子痫前期和子痫前期,慢性高血压持续时间最长。研究表明,HDP影响分娩持续时间,对产科政策和分娩安全有影响。
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引用次数: 0
Connecting Cardiovascular Risk Scores With Hypertensive Mediated Organ Damage 心血管风险评分与高血压介导的器官损害的关系
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-11-10 DOI: 10.1111/jch.70174
Cesare Cuspidi, Marijana Tadic, Guido Grassi

For over half a century, the scientific community has been trying to optimize the tools to classify the risk of future fatal and non-fatal cardiovascular (CV) disease in the general population as well as in different clinical settings (i.e., diabetes, hypertension, obesity). A milestone in this journey is represented by the Framingham Heart Study begun in 1948, in which factors such as age, gender, cigarette-smoking, blood cholesterol, high-density lipoprotein (HDL) cholesterol, systolic blood pressure (BP), left ventricular hypertrophy (LVH), and diabetes mellitus have been used for the prediction of coronary artery disease (CAD) in a population-based cohort of 5573 participants (53% men) aged 30 to 74 years at baseline [1]. Estimates generated from the Framingham data showed that the 10-year incidence of CAD in a hypothetical 42-year-old adult increased progressively from 5.2% and 2.8% in men and women, respectively, with a single risk factor, to approximately 40% in both sexes with six risk factors.

Starting from the experience of the Framingham study, numerous CV risk prediction models have been developed and validated in recent decades to stratify individuals into various risk categories. The rationale behind CV risk stratification is to identify high-risk patients deserving prompt and more aggressive intervention, thus personalizing the intensity of lifestyle and risk factor management [2, 3]. In this perspective, several risk assessment tools have reached clinical relevance and have been incorporated in the current guidelines for the prevention of CV diseases.

Addressing the issue of CV risk assessment, the International and European guidelines on arterial hypertension underline that hypertension-mediated organ damage (HMOD) is a condition that identifies a high CV risk regardless of BP levels and conventional risk factors [4-6]. Consequently, these guidelines provide, through ad hoc tables and/or figures, incisive information on high CV risk conditions that include cardiac and extracardiac HMOD, warranting BP-lowering treatment. This practical approach has the merit of making the risk stratification algorithm easier and more applicable in everyday clinical practice.

Extending the landscape on the clinical significance of CV risk assessment methods, the study by Palomo-Piñón et al. [7] provides new insights into this area of research, comparing the prevalence of CV risk categories using three validated equations (Globorisk, SCORE2, and PREVENT) and assessing their association with HMOD in adult patients with hypertension. For this purpose, cross-sectional data of 4512 hypertensive patients (mean age 64 years, 61% women, BMI 28.8 kg/m2, 38% with type 2 diabetes) from primary care enrolled in the Registry of Arterial Hypertension in Mexico were analyzed. The prevalence of CV risk categories varied widely across three risk equations, and this was also the case

最后,三种算法的直接比较提供了与Globorisk和SCORE 2相比,PREVENT的预测精度更高的信息;然而,应该注意的是,只有prevention纳入了器官损伤的测量,如eGFR,这本身可能在这种类型的分析中代表一个混杂因素[10]。尽管如此,Palomo-Piñón等人的研究在探索个体总心血管风险(通过经过验证的算法评估)与HMOD可能性之间的关系方面具有无可置疑的价值,激发了对预防医学中一个关键话题的辩论。虽然世界范围内的每位高血压患者都应该进行最低限度的HMOD检查,但根据指南,在对HMOD进行更深入的研究时,除了临床原因外,还应考虑到总体风险概况。作者报告没有利益冲突。
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引用次数: 0
Critical Appraisal of “A Machine Learning-Based Model to Estimate the Risk of Pulmonary Hypertension in Chronic Kidney Disease Patients” 对“基于机器学习的慢性肾病患者肺动脉高压风险评估模型”的批判性评价。
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-11-08 DOI: 10.1111/jch.70175
Anwar Khan, Kamran Javed Naquvi, Prem Shankar Gupta
<p>Dear Editor,</p><p>We read with great interest the study by Gu et al. [<span>1</span>] examining the application of a machine learning–based model to predict pulmonary hypertension in patients with chronic kidney disease. The authors should be commended for attempting to reduce the diagnostic gap in this high-risk population by using a clinically deployable tool. The inclusion of both biochemical and clinical features within a nomogram represents a valuable step toward individualized risk assessment.</p><p>However, several methodological issues warrant further consideration. The reliance on logistic regression as the most stable classifier was statistically sound; however, the external validation cohort was relatively small and geographically homogeneous. This restriction limits the generalizability of the model. In practice, such narrow external testing may inflate confidence in the risk stratification. If a physician were to apply the 46.8% probability threshold in a more diverse patient population, misclassification could occur, delaying echocardiography in patients who require earlier evaluation.</p><p>Another important concern relates to performance metrics. The reported area under the receiver operating characteristic curve (0.772 in the development cohort and 0.782 in the validation cohort) suggests moderate discriminative ability. However, the sensitivity in the validation set was only 71.8%. Clinically, this means that nearly three in ten patients with pulmonary hypertension risk would not be flagged for further assessment, a shortfall with direct implications for patient outcomes, since untreated pulmonary hypertension contributes to both cardiovascular morbidity and transplant ineligibility [<span>2</span>]. This study would have benefited from a calibration analysis across clinically relevant subgroups, such as dialysis versus non-dialysis patients, to better anticipate such gaps.</p><p>The selection of biochemical predictors also requires a critical appraisal. For example, triglyceride levels were found to be inversely associated with pulmonary hypertension risk, an association that likely reflects confounding by nutritional status. The absence of adjustment for body composition measures or inflammatory markers leaves uncertainty about whether the model captures true pathophysiological drivers or simply correlates with frailty. This distinction is crucial, as therapeutic responses differ; nutritional supplementation will not mitigate hemodynamic progression, whereas recognition of true cardiovascular pathology may prompt earlier transplant referral or pulmonary vasodilator consideration [<span>3</span>].</p><p>Finally, the study framed decision curve analysis as supporting broad clinical utility. Yet, the net benefit estimates around the 40%–50% threshold were marginal compared to a “screen all” strategy. In real-world nephrology clinics, where echocardiography is not prohibitively expensive, a marginally beneficial model risks in
尊敬的编辑,我们非常感兴趣地阅读了Gu等人的研究,研究了基于机器学习的模型在预测慢性肾病患者肺动脉高压中的应用。作者试图通过使用临床可部署的工具来减少这一高危人群的诊断差距,应该受到赞扬。将生化和临床特征纳入nomogram,是迈向个体化风险评估的重要一步。然而,有几个方法问题值得进一步审议。依赖逻辑回归作为最稳定的分类器在统计上是可靠的;然而,外部验证队列相对较小且地理上同质。这个限制限制了模型的可泛化性。在实践中,这种狭窄的外部测试可能会增加对风险分层的信心。如果医生在更多样化的患者群体中应用46.8%的概率阈值,则可能发生错误分类,延迟需要早期评估的患者的超声心动图检查。另一个重要的问题与性能度量有关。受试者工作特征曲线下的报告面积(发展组为0.772,验证组为0.782)表明其判别能力中等。然而,验证集的灵敏度仅为71.8%。在临床上,这意味着近十分之三的肺动脉高压风险患者不会被标记为进一步评估,这一不足对患者预后有直接影响,因为未经治疗的肺动脉高压会导致心血管发病率和移植不合格[2]。这项研究将受益于临床相关亚组的校准分析,如透析与非透析患者,以更好地预测这种差距。生化预测因子的选择也需要严格的评估。例如,甘油三酯水平被发现与肺动脉高压风险呈负相关,这种关联可能反映了营养状况的混淆。缺乏对身体成分测量或炎症标志物的调整,使得模型是否捕捉到真正的病理生理驱动因素或仅仅与虚弱相关存在不确定性。这种区别是至关重要的,因为治疗反应不同;营养补充不会减缓血流动力学进展,而认识到真正的心血管病理可能促使早期移植转诊或考虑使用肺血管扩张剂[3]。最后,研究框架决策曲线分析支持广泛的临床应用。然而,与“全部筛查”策略相比,40%-50%阈值附近的净效益估计是微不足道的。在现实世界的肾脏病诊所,超声心动图并不是非常昂贵,一个略微有益的模型可能会带来不必要的复杂性,而不会有意义地改变患者的轨迹。总之,这项研究推进了将机器学习整合到肾脏学-心脏病学界面的对话,但在验证范围、敏感性和生物学可解释性方面的局限性阻碍了其立即的临床应用。通过更大的、多中心的数据集和更深入的临床表型的持续改进将是必要的,以确保该模型不仅可以预测,而且可以为提高慢性肾脏疾病患者的生存和生活质量的决策提供信息。安瓦尔·汗概念化;验证;写作-审查和编辑。Kamran Javed Naquvi原稿;写作-审查和编辑。Prem Shankar Gupta概念化;方法;监督;原创作品草案;写作——审阅和编辑;信件。生成式人工智能工具(例如ChatGPT)仅用于语言精炼、语法和风格编辑。这些工具对概念化、分析或实质性内容没有贡献。所有的智力工作都是作者自己的。作者没有什么可报告的。
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引用次数: 0
The Efficacy and Safety of Different Ways of Renal Denervation for Hypertension: A Systematic Review and Network Meta-Analysis 不同方式肾去神经治疗高血压的疗效和安全性:系统综述和网络荟萃分析。
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-11-08 DOI: 10.1111/jch.70178
Qinxian Tu, Yizhuo Duan, Jingru Shan, Xiongjing Jiang, Hui Dong, Yubao Zou

This study aimed to compare the blood pressure–lowering efficacy and safety of different renal denervation (RDN) techniques. We systematically searched PubMed, Ovid, and Embase up to September 4, 2025. The primary outcome was the change in 24 h ambulatory systolic blood pressure from baseline to the end of follow-up. Secondary outcomes included changes in 24 h ambulatory diastolic blood pressure and the incidence of major adverse events. Two reviewers independently conducted study screening, data extraction, and risk of bias assessment. A network meta-analysis, along with sensitivity and subgroup analyses, was performed. Our analysis indicated that both radiofrequency RDN of the main renal artery and branches (RFB-RDN) and ultrasound RDN (US-RDN) were associated with significant reductions in 24 h ambulatory blood pressure, with comparable efficacy between the two approaches, whereas radiofrequency RDN of the main renal artery (RFM-RDN) and alcohol-mediated RDN (ALC-RDN) showed limited efficacy. Compared with sham, US-RDN and RFM-RDN showed trends toward fewer adverse events, whereas RFB-RDN and ALC-RDN exhibited numerically higher risks; however, these differences did not reach statistical significance. Subgroup analyses suggested that hypertension subtype, ethnicity, and baseline blood pressure may influence treatment effects, particularly for RFB-RDN.

本研究旨在比较不同肾去神经支配(RDN)技术的降压效果和安全性。我们系统地检索了PubMed, Ovid和Embase,直到2025年9月4日。主要结局是24小时动态收缩压从基线到随访结束的变化。次要结局包括24小时动态舒张压的变化和主要不良事件的发生率。两名审稿人独立进行研究筛选、数据提取和偏倚风险评估。进行了网络meta分析,以及敏感性和亚组分析。我们的分析表明,肾主动脉和分支的射频RDN (RFB-RDN)和超声RDN (US-RDN)都与24小时动态血压的显著降低有关,两种方法的疗效相当,而肾主动脉的射频RDN (RFM-RDN)和酒精介导的RDN (ALC-RDN)的疗效有限。与假手术相比,US-RDN和RFM-RDN的不良事件发生率更低,而RFB-RDN和ALC-RDN的不良事件发生率更高;然而,这些差异没有达到统计学意义。亚组分析表明,高血压亚型、种族和基线血压可能影响治疗效果,尤其是RFB-RDN。
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引用次数: 0
Urinary Albumin-to-Creatinine Ratio, Cardiovascular Health, and All-Cause Mortality in Hypertension: A Nationwide Cohort Analysis 尿白蛋白与肌酐比值、心血管健康和高血压全因死亡率:一项全国性队列分析。
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-11-07 DOI: 10.1111/jch.70176
Dingding Wang, Meng Zhang, Peichen Xie, Jianwen Yu, Jianbo Li, Lanping Jiang, Xunhua Zheng, Zhentian Wu, Suchun Li, Siyang Ye, Leigang Jin, Kam Wa Chan, Sydney C. W. Tang, Wei Chen, Bin Li

While both cardiovascular health (CVH) and urinary albumin-to-creatinine ratio (UACR) are individually associated with mortality, their combined prognostic significance and potential mechanistic interplay in adults with hypertension remain unclear. This cohort study analyzed data from 9154 hypertensive adults in the National Health and Nutrition Examination Survey 2007–2018. CVH was assessed using the American Heart Association's Life's Essential 8 score, and UACR was measured from spot urine samples. Multivariable Cox proportional hazards models, restricted cubic spline analyses, joint exposure modeling, and causal mediation analysis were used to evaluate the independent, combined, and mediating effects of UACR and CVH on all-cause mortality. Both lower CVH scores and higher UACR levels were independently associated with increased mortality. A nonlinear association was observed for each. Individuals with severely elevated UACR and poor CVH had the highest mortality risk (HR = 6.61; 95% CI, 3.72–11.74), while those with normal UACR (<10 mg/g) showed no significant mortality difference across CVH strata. Notably, even mildly elevated UACR (10–29.9 mg/g), considered within the conventional “normal” range, was associated with significantly increased mortality. Mediation analysis revealed that UACR explained 4.01% (95% CI, 2.83%–6.40%; p < 0.001) of the association between CVH and mortality. This study is the first to demonstrate that UACR not only modifies but also mediates the association between CVH and mortality in individuals with hypertension. These findings underscore the prognostic value of integrating renal and cardiovascular metrics and suggest that even low-grade albuminuria has clinical relevance.

虽然心血管健康(CVH)和尿白蛋白与肌酐比值(UACR)单独与死亡率相关,但它们在成人高血压患者中的综合预后意义和潜在的机制相互作用尚不清楚。该队列研究分析了2007-2018年全国健康与营养检查调查中9154名高血压成年人的数据。CVH使用美国心脏协会的生命基本8分进行评估,UACR通过现场尿液样本进行测量。采用多变量Cox比例风险模型、受限三次样条分析、联合暴露建模和因果中介分析来评估UACR和CVH对全因死亡率的独立、联合和中介效应。较低的CVH评分和较高的UACR水平均与死亡率增加独立相关。观察到两者之间存在非线性关联。UACR严重升高和CVH差的个体死亡风险最高(HR = 6.61; 95% CI, 3.72-11.74),而UACR正常(
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引用次数: 0
Reply to “Association of Triglyceride–Glucose Body Mass Index With Target Organ Damage in Essential Hypertension: A Retrospective Cohort Study” 回复“甘油三酯-葡萄糖体重指数与原发性高血压患者靶器官损害的关联:一项回顾性队列研究”
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-10-30 DOI: 10.1111/jch.70165
Xiaodong Huang, Liangdi Xie

To the Editor:

We thank Bashir et al. for their interest in our article and for the constructive comments. We respond point by point, citing pertinent literature and our own results.

First, we agree that retrospective cohort studies are susceptible to selection bias and unmeasured confounding. To mitigate these risks, we applied strict inclusion and exclusion criteria (e.g., exclusion of any baseline target organ damage [TOD]) and adjusted for established confounders (age, sex, blood pressure, and comorbidities). We explicitly acknowledged in the discussion that a single-center, retrospective design limits control of residual confounding. Even so, we consider our findings valuable preliminary evidence. As noted in our article, future multicenter, prospective, large-scale studies are warranted to validate these findings, and we plan such studies to minimize bias and better assess causality.

Second, regarding TyG-BMI as a surrogate for insulin resistance (IR): we agree that the hyperinsulinemic–euglycemic clamp is the gold standard, but it is impractical for large human cohorts. Consequently, simple non-insulin-based indices are commonly used. A systematic review of the TyG index reported moderate diagnostic accuracy versus the clamp (AUC, 0.59–0.88 across studies) [1]. Evidence also suggests that adding BMI enhances performance [2]. In addition to being a low-cost surrogate that correlates closely with established IR markers, TyG-BMI is associated with increased cardiovascular risk and confers measurable prognostic value for adverse cardiovascular outcomes [3, 4]. Thus, while standardized cut-offs are still evolving, using TyG-BMI as a continuous or stratified predictor is reasonable and has been validated in diverse cohorts. We did not include the clamp or HOMA-IR, but our TyG-BMI findings align with expected metabolic associations. Future work will incorporate direct IR measures where feasible to strengthen validation.

Third, we appreciate the concern that fasting glucose and triglycerides—the components of TyG-BMI—were measured only once at baseline, which may not capture long-term variability. However, many validated cardiovascular risk algorithms (e.g., Framingham [5] and SCORE [6]) are derived from single baseline measurements and maintain robust predictive performance. In our real-world cohort, we deliberately used the first fasting measurement to mirror initial clinical risk stratification, avoid time-dependent bias and reverse causation from post-baseline treatment or behavior change, and maximize comparability given heterogeneous testing intervals in routine care. Nonetheless, we acknowledge this limitation and plan prospective studies with serial measurements and time-updated and trajectory analyses of TyG-BMI to determine whether dynamic changes improve prediction of TOD.

Fourth, regarding anthropometric and lifestyle factors: BMI was incl

致编辑:我们感谢Bashir等人对我们文章的兴趣和建设性的评论。我们逐点回应,引用相关文献和我们自己的研究结果。首先,我们同意回顾性队列研究容易受到选择偏差和无法测量的混杂。为了降低这些风险,我们采用了严格的纳入和排除标准(例如,排除任何基线目标器官损伤[TOD]),并对已确定的混杂因素(年龄、性别、血压和合并症)进行了调整。我们在讨论中明确承认,单中心回顾性设计限制了对残留混杂的控制。即便如此,我们认为我们的发现是有价值的初步证据。正如我们在文章中所指出的,未来的多中心、前瞻性、大规模研究有必要验证这些发现,我们计划这样的研究以尽量减少偏倚和更好地评估因果关系。第二,关于TyG-BMI作为胰岛素抵抗(IR)的替代指标:我们同意高胰岛素-正血糖夹钳是金标准,但对于大型人类队列来说是不切实际的。因此,通常使用简单的非基于胰岛素的指标。一项对TyG指数的系统评价报告了与钳钳相比,诊断准确性中等(各研究的AUC为0.59-0.88)。证据还表明,增加身体质量指数可以提高表现。除了作为与已建立的IR标志物密切相关的低成本替代指标外,TyG-BMI还与心血管风险增加相关,并对心血管不良结局具有可测量的预后价值[3,4]。因此,虽然标准化临界值仍在不断发展,但使用TyG-BMI作为连续或分层预测指标是合理的,并已在不同的队列中得到验证。我们没有包括钳夹或HOMA-IR,但我们的TyG-BMI结果与预期的代谢关联一致。未来的工作将在可行的情况下纳入直接IR措施,以加强验证。第三,我们意识到空腹血糖和甘油三酯(tyg - bmi的组成部分)仅在基线时测量一次,这可能无法捕获长期变异性。然而,许多经过验证的心血管风险算法(例如Framingham[5]和SCORE[6])是基于单一基线测量得出的,并保持了强大的预测性能。在我们的现实世界队列中,我们故意使用第一次禁食测量来反映初始临床风险分层,避免时间依赖性偏差和基线后治疗或行为改变的反向因果关系,并最大限度地提高常规护理中异质性测试间隔的可比性。尽管如此,我们承认这一局限性,并计划通过连续测量、时间更新和TyG-BMI轨迹分析进行前瞻性研究,以确定动态变化是否能改善TOD的预测。第四,关于人体测量和生活方式因素:纳入BMI(作为TyG-BMI的一个组成部分),并在基线时收集吸烟和饮酒史。吸烟状况-连同年龄和tyg - bmi -被选为TOD的独立预测因子,表明吸烟是一个协变量。我们缺乏腰围数据,我们认识到这是一个限制;未来的工作将增加对中心肥胖的直接测量。虽然酒精消费量被记录了下来,但它并没有保留在最终模型中,可能是因为样本大小或低暴露率。我们同意综合协变量评价的价值;正在进行的研究将纳入详细的人体测量学和生活方式因素,以尽量减少残留的混杂。总之,我们的数据表明,TyG-BMI与原发性高血压患者发生TOD的可能性较高有关。我们真诚地感谢Bashir等人的深刻见解,并将把它们纳入未来的工作中,包括前瞻性的多中心设计,包括一系列代谢评估和更全面的人体测量和生活方式数据收集。黄晓东:概念化;写作——原稿;写作-评论&编辑。
{"title":"Reply to “Association of Triglyceride–Glucose Body Mass Index With Target Organ Damage in Essential Hypertension: A Retrospective Cohort Study”","authors":"Xiaodong Huang,&nbsp;Liangdi Xie","doi":"10.1111/jch.70165","DOIUrl":"https://doi.org/10.1111/jch.70165","url":null,"abstract":"<p>To the Editor:</p><p>We thank Bashir et al. for their interest in our article and for the constructive comments. We respond point by point, citing pertinent literature and our own results.</p><p>First, we agree that retrospective cohort studies are susceptible to selection bias and unmeasured confounding. To mitigate these risks, we applied strict inclusion and exclusion criteria (e.g., exclusion of any baseline target organ damage [TOD]) and adjusted for established confounders (age, sex, blood pressure, and comorbidities). We explicitly acknowledged in the discussion that a single-center, retrospective design limits control of residual confounding. Even so, we consider our findings valuable preliminary evidence. As noted in our article, future multicenter, prospective, large-scale studies are warranted to validate these findings, and we plan such studies to minimize bias and better assess causality.</p><p>Second, regarding TyG-BMI as a surrogate for insulin resistance (IR): we agree that the hyperinsulinemic–euglycemic clamp is the gold standard, but it is impractical for large human cohorts. Consequently, simple non-insulin-based indices are commonly used. A systematic review of the TyG index reported moderate diagnostic accuracy versus the clamp (AUC, 0.59–0.88 across studies) [<span>1</span>]. Evidence also suggests that adding BMI enhances performance [<span>2</span>]. In addition to being a low-cost surrogate that correlates closely with established IR markers, TyG-BMI is associated with increased cardiovascular risk and confers measurable prognostic value for adverse cardiovascular outcomes [<span>3, 4</span>]. Thus, while standardized cut-offs are still evolving, using TyG-BMI as a continuous or stratified predictor is reasonable and has been validated in diverse cohorts. We did not include the clamp or HOMA-IR, but our TyG-BMI findings align with expected metabolic associations. Future work will incorporate direct IR measures where feasible to strengthen validation.</p><p>Third, we appreciate the concern that fasting glucose and triglycerides—the components of TyG-BMI—were measured only once at baseline, which may not capture long-term variability. However, many validated cardiovascular risk algorithms (e.g., Framingham [<span>5</span>] and SCORE [<span>6</span>]) are derived from single baseline measurements and maintain robust predictive performance. In our real-world cohort, we deliberately used the first fasting measurement to mirror initial clinical risk stratification, avoid time-dependent bias and reverse causation from post-baseline treatment or behavior change, and maximize comparability given heterogeneous testing intervals in routine care. Nonetheless, we acknowledge this limitation and plan prospective studies with serial measurements and time-updated and trajectory analyses of TyG-BMI to determine whether dynamic changes improve prediction of TOD.</p><p>Fourth, regarding anthropometric and lifestyle factors: BMI was incl","PeriodicalId":50237,"journal":{"name":"Journal of Clinical Hypertension","volume":"27 11","pages":""},"PeriodicalIF":2.5,"publicationDate":"2025-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jch.70165","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145399088","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simulating a Specialist's Treatment Experience for Hypertension Using Deep Neural Networks 利用深度神经网络模拟专家治疗高血压的经验。
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-10-29 DOI: 10.1111/jch.70173
Jong-Chol Ri, Kum-Ryong Jo, Tae-Ok Mun

Hypertension management requires precise treatment decisions that balance medication efficacy with patient-specific factors. While clinical guidelines exist, physician decision-making often incorporates nuanced experience that remains challenging to quantify. This study aimed to develop and validate a deep learning model capable of simulating hypertension specialists' prescription patterns and predicting subsequent physiological responses using clinical trial data. We designed a dual-block deep neural network (DNN) framework, where one block predicts optimal medication prescriptions and the other forecasts next-day blood pressure (BP) and heart rate (HR). The model was trained simultaneously using a multi-objective approach that captures the relationship between drug selection and physiological outcomes. Training employed the Huber loss function for robustness, and performance was evaluated using mean absolute error (MAE), error variance, and mean relative error (MRE). The model demonstrated high predictive accuracy, with post-medication BP prediction errors consistently below 10 mmHg (MAE = 6.2 ± 1.8 mmHg). Drug dosage predictions showed strong alignment with actual prescriptions (MRE = 0.12%). These results indicate that the DNN framework effectively replicates physician decision-making within clinically acceptable margins. Our findings suggest that deep learning models trained on structured clinical data can accurately simulate hypertension specialists' treatment strategies. This approach may assist in standardizing care, reducing decision variability, and enhancing precision medicine in hypertension management. This study serves as a proof-of-concept investigation, demonstrating the feasibility of our dual-block DNN architecture. While performance on our single-center dataset is encouraging, future multicenter collaborations with larger datasets are essential to validate this approach for clinical decision support.

高血压管理需要精确的治疗决策,以平衡药物疗效与患者特异性因素。虽然存在临床指导方针,但医生的决策往往包含细微的经验,难以量化。本研究旨在开发和验证一个深度学习模型,该模型能够模拟高血压专家的处方模式,并使用临床试验数据预测随后的生理反应。我们设计了一个双区块深度神经网络(DNN)框架,其中一个区块预测最佳药物处方,另一个区块预测第二天的血压(BP)和心率(HR)。该模型同时使用多目标方法进行训练,该方法捕获了药物选择与生理结果之间的关系。训练采用Huber损失函数来增强鲁棒性,并使用平均绝对误差(MAE)、误差方差和平均相对误差(MRE)来评估性能。该模型具有较高的预测准确性,用药后血压预测误差始终低于10 mmHg (MAE = 6.2±1.8 mmHg)。药物剂量预测与实际处方高度吻合(MRE = 0.12%)。这些结果表明,DNN框架在临床可接受的范围内有效地复制了医生的决策。我们的研究结果表明,经过结构化临床数据训练的深度学习模型可以准确地模拟高血压专科医生的治疗策略。这种方法可能有助于标准化护理,减少决策变异性,并加强高血压管理的精准医学。本研究作为概念验证调查,展示了我们的双块DNN架构的可行性。虽然我们在单中心数据集上的表现令人鼓舞,但未来与更大数据集的多中心合作对于验证这种临床决策支持方法至关重要。
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引用次数: 0
Outcomes of Successful Versus Failed Stenting in Patients With Unilateral Atherosclerotic Renal Artery Occlusion 单侧动脉粥样硬化性肾动脉闭塞患者支架置入成功与失败的结果。
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-10-28 DOI: 10.1111/jch.70164
Pengyu Li, Ziguang Yan, Letao Lin, Bihui Zhang, Guochen Niu, Min Yang

Stenting for renal artery occlusion (RAO) remains a subject of considerable debate. We aim to observe whether stenting can improve the clinical outcomes of patients with RAO. Patients with atherosclerotic unilateral RAO and at least 12 months of follow-up were included (n = 42) and were divided into the stenting group (n = 30) and the failed-stenting group (n = 12) based on their surgical outcomes. Blood pressure, serum creatinine, and clinical end point (major adverse cardiovascular or renal events) were recorded. At the last follow-up, there was no significant difference in BP and medication usage between the two groups of patients. Compared with failed revascularization, successful stenting was associated with reduced risk for renal function deterioration (p = 0.035) and clinical end point (p = 0.009). Kaplan–Meier (K–M) analysis showed a benefit of stenting on event-free survival (log-rank p = 0.029) and dialysis-free survival (log-rank p = 0.049). In conclusion, stenting plus medical therapy is effective in slowing the deterioration of renal function and preventing clinical events in patients with atherosclerotic unilateral RAO.

肾动脉阻塞支架置入术(RAO)仍然是一个相当有争议的主题。我们的目的是观察支架植入术是否能改善RAO患者的临床预后。纳入随访至少12个月的动脉粥样硬化性单侧RAO患者(n = 42),根据手术结果分为支架置入术组(n = 30)和支架置入术失败组(n = 12)。记录血压、血清肌酐和临床终点(主要心血管或肾脏不良事件)。最后一次随访时,两组患者血压及用药无显著差异。与血运重建失败相比,支架置入术成功降低了肾功能恶化的风险(p = 0.035)和临床终点(p = 0.009)。Kaplan-Meier (K-M)分析显示支架置入对无事件生存期(log-rank p = 0.029)和无透析生存期(log-rank p = 0.049)的益处。综上所述,支架置入加药物治疗对于减缓动脉粥样硬化性单侧RAO患者肾功能恶化和预防临床事件是有效的。
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引用次数: 0
Focused Power Ultrasound Mediated Inferior Perirenal Adipose Tissue Modification Therapy for Essential Hypertension: A Pilot Study 聚焦功率超声介导下肾周脂肪组织修饰治疗原发性高血压:一项初步研究。
IF 2.5 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2025-10-28 DOI: 10.1111/jch.70166
Yang Hua, Meng-Huan Li, Ting-Ting Wu, Lei Jing, Ming Jiang, Cui-Ying Liu, Jia-Ming Yang, Yu-Xuan Lou, Yue Yuan, Yun-Fan Tian, Min Zhang, Rong-Sheng Wang, Jing Cai, Yan-Hui Sheng, Wei Sun, Xiang-Qing Kong

Perirenal adipose tissue (PRAT) contributes to the maintenance of elevated blood pressure through afferent nerves and serves as an important peripheral, modifiable target for hypertension management. This single-center, prospective pilot trial assessed the feasibility and safety of a novel focused power ultrasound device for perirenal adipose tissue modification (PRATM) therapy in essential hypertension. Twenty patients (mean age 47.5 ± 11.0 years, 85% male) with office systolic blood pressure (OSBP) 140–180 mmHg or diastolic blood pressure (ODBP) ≥90 mmHg were enrolled. All underwent PRATM therapy and were followed for 3 months. The primary endpoint was all-cause mortality or device-related adverse events (AEs). Four patients experienced transient mild lumbar pain, and one had mild skin redness, all resolving spontaneously. No serious AEs or clinically significant abnormalities were observed. OSBP decreased by 14.6 mmHg at 1 month and 18.2 mmHg at 3 months; ODBP decreased by 5.8 mmHg and 2.8 mmHg, respectively. For the 24-hour ambulatory blood pressure monitoring (ABPM), 24-hour ambulatory SBP decreased by 3.6 mmHg (95% CI: -3.6-10.8 mmHg) and 24-hour ambulatory DBP decreased by 2.2 mmHg (95% CI: −2.7–7.0 mmHg) at 1 month. At 3 months, 24-hour ambulatory SBP decreased by 2.8 mmHg (95% CI: −5.4–11.0 mmHg) and 24-hour ambulatory DBP decreased by 1.7 mmHg (95% CI: −4.0-7.3 mmHg). PRATM shows preliminary feasibility and safety, but larger, randomized trials are needed for definitive efficacy and long-term safety validation.

肾周脂肪组织(PRAT)通过传入神经参与维持血压升高,是高血压治疗的重要外周可调节靶点。这项单中心前瞻性试点试验评估了一种新型聚焦功率超声设备用于肾周脂肪组织修饰(PRATM)治疗原发性高血压的可行性和安全性。纳入20例正常收缩压(OSBP) 140-180 mmHg或舒张压(ODBP)≥90 mmHg的患者(平均年龄47.5±11.0岁,85%为男性)。所有患者均接受PRATM治疗,随访3个月。主要终点是全因死亡率或器械相关不良事件(ae)。4例患者有短暂的轻度腰痛,1例有轻度皮肤发红,均自行消退。未见严重不良事件或有临床意义的异常。OSBP在1个月和3个月分别下降14.6 mmHg和18.2 mmHg;ODBP分别下降5.8 mmHg和2.8 mmHg。对于24小时动态血压监测(ABPM), 1个月时24小时动态收缩压下降3.6 mmHg (95% CI: -3.6-10.8 mmHg), 24小时动态舒张压下降2.2 mmHg (95% CI: -2.7-7.0 mmHg)。3个月时,24小时动态收缩压下降2.8 mmHg (95% CI: -5.4-11.0 mmHg), 24小时动态舒张压下降1.7 mmHg (95% CI: -4.0-7.3 mmHg)。PRATM显示了初步的可行性和安全性,但需要更大规模的随机试验来确定疗效和长期安全性验证。
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引用次数: 0
期刊
Journal of Clinical Hypertension
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