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The association of dietary indices for hyperinsulinemia and insulin resistance with the risk of metabolic syndrome: a population-based cross-sectional study 高胰岛素血症和胰岛素抵抗的饮食指数与代谢综合征风险的关系:一项基于人群的横断面研究
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-21 DOI: 10.1111/jch.14832
Najmeh Seifi MD, PhD, Hossein Bahari MSc, Elaheh Foroumandi PhD, Elahe Hasanpour BSc, Mahya Nikoumanesh BSc, Gordon A. Ferns MD, PhD, Habibollah Esmaily PhD, Majid Ghayour-Mobarhan MD, PhD

We aimed to investigate the association between an empirical dietary index for hyperinsulinemia (EDIH), empirical dietary index for insulin resistance (EDIR), and MetS and its components in an adult Iranian population. In this cross-sectional study, a total of 6482 participants aged 35–65 years were recruited as part of the MASHAD cohort study. Dietary intakes were assessed using a validated food frequency questionnaire (FFQ). The International Diabetes Federation (IDF) criteria were used to define MetS. Multivariable logistic regression models were applied to determine the association between EDIH, EDIR, and MetS and its components.

The mean age and BMI of participants were 48.44±8.20 years, and 27.98±4.73 kg/m2, respectively. Around 59% of the population was female. Of the total population, 35.4% had MetS. According to the full-adjusted model, there was no significant association between higher quartiles of EDIH and EDIR and odds of MetS (Q4 EDIH; OR (95%CI):0.93 (0.74-1.18), Q4 EDIR; OR (95%CI):1.14 (0.92-1.40). Regarding MetS components, EDIR was associated with increased odds of hypertension and diabetes (Q4 EDIR; OR (95%CI):1.22 (1.04-1.44) and 1.22 (1.01-1.47), respectively). EDIH was also associated with decreased odds of hypertriglyceridemia (Q4 EDIH; OR (95%CI): 0.72 (0.60-0.87)). This study showed no significant association between hyperinsulinemia and insulin resistance potential of diet and odds of MetS among Iranian adults. However, EDIR was significantly associated with increased odds of hypertension and diabetes as MetS components.

我们的目的是调查伊朗成年人群中高胰岛素血症经验膳食指数(EDIH)、胰岛素抵抗经验膳食指数(EDIR)与 MetS 及其组成部分之间的关联。在这项横断面研究中,作为 MASHAD 队列研究的一部分,共招募了 6482 名 35-65 岁的参与者。膳食摄入量通过有效的食物频率问卷(FFQ)进行评估。国际糖尿病联盟(IDF)的标准用于定义 MetS。研究人员的平均年龄为(48.44±8.20)岁,体重指数为(27.98±4.73)千克/平方米。女性约占总人数的 59%。总人口中有 35.4% 的人患有 MetS。根据全面调整模型,EDIH 和 EDIR 的四分位数越高,患 MetS 的几率越大(Q4 EDIH;OR (95%CI):0.93 (0.74-1.18),Q4 EDIR;OR (95%CI):1.14 (0.92-1.40))。关于 MetS 成分,EDIR 与高血压和糖尿病几率增加有关(第四季度 EDIR;OR(95%CI):分别为 1.22(1.04-1.44)和 1.22(1.01-1.47))。EDIH 也与高甘油三酯血症发生几率降低有关(第四季度 EDIH;OR(95%CI):0.72(0.60-0.87))。这项研究表明,伊朗成年人的高胰岛素血症和饮食中的胰岛素抵抗潜力与 MetS 的几率之间没有明显的关联。然而,EDIR 与高血压和糖尿病作为 MetS 组成部分的几率增加有明显关联。
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引用次数: 0
Antihypertensive effect of esaxerenone and correlation between brachial and wrist home monitoring devices in patients with nocturnal hypertension: A post hoc analysis of the EARLY-NH study 埃沙塞酮的降压效果与夜间高血压患者肱动脉和腕部家用监测设备之间的相关性:EARLY-NH 研究的事后分析
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-21 DOI: 10.1111/jch.14857
Kazuomi Kario MD, PhD, Kazuhito Shiosakai MS, Takashi Taguchi PhD

Adequate management of nocturnal hypertension is crucial to reduce the risk of organ damage and cardiovascular events. The EARLY-NH study was a prospective, open-label, multicenter study conducted in Japanese patients with nocturnal hypertension who received esaxerenone treatment for 12 weeks. This post hoc analysis aimed to assess (1) the relationship between changes in morning home systolic blood pressure (SBP), bedtime home SBP, and nighttime home SBP based on changes in SBP and achievement rates of target SBP levels; and (2) the correlation between nighttime home SBP measurements using brachial and wrist home BP monitoring (HBPM) devices. This analysis evaluated 82 patients who completed the 12-week treatment period. Among those who achieved target morning home SBP (<135 mmHg) and target bedtime home SBP (<135 mmHg), the brachial HBPM device showed achievement rates of 63.6% and 56.4%, respectively, for target nighttime home SBP (<120 mmHg). The wrist device showed achievement rates of 66.7% and 63.4%, respectively, for the same targets. Significant correlations were observed between both devices for nighttime home SBP measurements at baseline (r = 0.790), Week 12 (r = 0.641), and change from baseline to Week 12 (r = 0.533) (all, p < .001). In this patient population, approximately 60% of individuals who reached target morning or bedtime home SBP levels <135 mmHg exhibited well-controlled nighttime home SBP. Although nighttime home SBP measurements obtained using both brachial and wrist HBPM devices displayed a significant correlation, the wrist device needs to be examined in more detail for clinical use.

充分控制夜间高血压对降低器官损伤和心血管事件的风险至关重要。EARLY-NH研究是一项前瞻性、开放标签、多中心研究,对象是接受埃沙塞酮治疗12周的日本夜间高血压患者。这项事后分析旨在评估:(1) 基于 SBP 的变化和目标 SBP 水平的达标率,晨间家庭收缩压 (SBP)、睡前家庭 SBP 和夜间家庭 SBP 之间的关系;(2) 使用肱动脉和腕部家庭血压监测 (HBPM) 设备测量夜间家庭 SBP 之间的相关性。这项分析评估了 82 名完成 12 周治疗的患者。在达到目标晨间家庭 SBP(135 mmHg)和目标睡前家庭 SBP(135 mmHg)的患者中,肱动脉 HBPM 设备对目标夜间家庭 SBP(120 mmHg)的达标率分别为 63.6% 和 56.4%。腕部设备对相同目标的达标率分别为 66.7% 和 63.4%。在基线(r = 0.790)、第 12 周(r = 0.641)和从基线到第 12 周的变化(r = 0.533)(均为 p <.001)时,两种设备的夜间家庭 SBP 测量值之间均存在显著相关性。在这一患者群体中,约 60% 达到目标晨间或睡前居家 SBP 水平 <135 mmHg 的患者夜间居家 SBP 控制良好。虽然使用肱动脉和腕部 HBPM 设备获得的夜间家庭 SBP 测量值显示出显著的相关性,但腕部设备在临床使用中还需要进行更详细的检查。
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引用次数: 0
Inter-observer reliability and anatomical landmarks for arm circumference to determine cuff size for blood pressure measurement 臂围的观察者间可靠性和解剖地标确定血压测量袖带尺寸
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-20 DOI: 10.1111/jch.14854
Bonaventure Oguaju MBBS, Darren Lau MD, PhD, Raj Padwal MD, MSc, Jennifer Ringrose MD, MSc

Accurate arm circumference (AC) measurement is required for accurate blood pressure (BP) readings. Standards stipulate measuring arm circumference at the midpoint between the acromion process (AP) and the olecranon process. However, which part of the AP to use is not stipulated. Furthermore, BP is measured sitting but arm circumference is measured standing. We sought to understand how landmarking during AC measurement and body position affect cuff size selection. Two variations in measurement procedure were studied. First, AC was measured at the top of the acromion (TOA) and compared to the spine of the acromion (SOA). Second, standing versus seated measurements using each landmark were compared. AC was measured to the nearest 0.1 cm at the mid-point of the upper arm by two independent observers, blinded from each other's measurements. In 51 participants, the mean (±SD) mid-AC measurement using the anchoring landmarks TOA and SOA in the standing position were 32.4 cm (±6.18) and 32.1 cm (±6.07), respectively (mean difference of 0.3 cm). In the seated position, mean arm circumference was 32.2 (±6.10) using TOA and 31.1 (±6.03) using SOA (mean difference 1.1 cm). Kappa agreement for cuff selection in the standing position between TOA and SOA was 0.94 (p < 0.001). The landmark on the acromion process can change the cuff selection in a small percentage of cases. The overall impact of this landmark selection is small. However, standardizing landmark selection and body position for AC measurement could further reduce variability in cuff size selection during BP measurement and validation studies.

要准确读取血压 (BP) 值,就必须精确测量臂围 (AC)。标准规定在肩峰突起(AP)和肩胛突起之间的中点测量臂围。但是,没有规定使用肩峰突起的哪个部位。此外,血压是坐着测量的,而臂围是站着测量的。我们试图了解测量臂围时的标记和身体姿势如何影响袖带尺寸的选择。我们研究了两种不同的测量程序。首先,在肩峰顶部(TOA)测量 AC 值,并与肩峰脊柱(SOA)进行比较。其次,比较了使用每个地标进行的站立和坐姿测量。由两名独立的观察者在上臂中点测量 AC 值,精确到 0.1 厘米,并对彼此的测量结果进行盲测。在 51 名参与者中,站立姿势下使用锚定地标 TOA 和 SOA 测量的平均(±SD)AC 中点分别为 32.4 厘米(±6.18)和 32.1 厘米(±6.07)(平均差异为 0.3 厘米)。在坐位时,使用 TOA 的平均臂围为 32.2(±6.10)厘米,使用 SOA 的平均臂围为 31.1(±6.03)厘米(平均相差 1.1 厘米)。在站立位置选择袖带时,TOA 和 SOA 的 Kappa 一致性为 0.94(p < 0.001)。在一小部分病例中,肩峰突上的地标会改变袖带选择。该地标选择的总体影响较小。然而,在测量 AC 时将地标选择和体位标准化可进一步减少血压测量和验证研究中袖带尺寸选择的变异性。
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引用次数: 0
Association of cardiovascular events with central systolic blood pressure: A systemic review and meta-analysis 心血管事件与中心收缩压的关系:系统回顾和荟萃分析。
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-17 DOI: 10.1111/jch.14853
Kaiyin Li MD, Lan Gao MD, Yimeng Jiang MD, Jia Jia MPH, Jianping Li MD, Fangfang Fan MD, Yan Zhang MD, Yong Huo MD

Central blood pressure confers cardiovascular risk prediction ability, but whether the association between central systolic blood pressure (cSBP) and cardiovascular endpoints is independent of peripheral systolic blood pressure (pSBP) remains controversial. This systematic review and meta-analysis aim to investigate the associations between cSBP and cardiovascular endpoints in models including and excluding pSBP, respectively. Observational studies assessing the risk of composite cardiovascular endpoints with baseline cSBP were searched in PubMed, Embase, Scopus, Web of Science, and Cochrane Library to May 31, 2022. Risk of bias was assessed by the Newcastle-Ottawa Quality Assessment Scale, and random-effects models were used to pool estimates. Finally, 48 200 participants from 19 studies with a mean age of 59.0 ± 6.9 years were included. Per 10 mmHg increase of cSBP was associated with higher risk of composite cardiovascular outcomes (risk ratio [RR]: 1.14 [95%CI 1.08–1.19]) and cardiovascular death (RR: 1.18 [95%CI 1.08–1.30]), and the associations still existed after adjusting for pSBP (RR: 1.13 [95%CI 1.05–1.21] for composite cardiovascular endpoints; RR: 1.25 [95%CI 1.09–1.43] for cardiovascular death). In pSBP-unadjusted studies, increased cSBP was also associated with higher risk of all-cause mortality and stroke, but not in the pSBP-adjusted studies. Both cSBP and pSBP were similarly significantly associated with composite cardiovascular endpoints in models containing them separately and simultaneously. cSBP was significantly associated with cardiovascular events, independently of pSBP. Central or peripheral SBP could supplement cardiovascular risk assessment besides each other.

中心血压具有预测心血管风险的能力,但中心收缩压(cSBP)与心血管终点之间的关联是否独立于外周收缩压(pSBP)仍然存在争议。本系统综述和荟萃分析旨在研究在包括和不包括 pSBP 的模型中 cSBP 与心血管终点之间的关系。截至 2022 年 5 月 31 日,在 PubMed、Embase、Scopus、Web of Science 和 Cochrane Library 中检索了评估基线 cSBP 与复合心血管终点风险的观察性研究。采用纽卡斯尔-渥太华质量评估量表对偏倚风险进行评估,并使用随机效应模型对估计值进行汇总。最后,纳入了来自 19 项研究的 48 200 名参与者,他们的平均年龄为 59.0 ± 6.9 岁。cSBP 每增加 10 mmHg 与较高的复合心血管结局风险(风险比 [RR]:1.14 [95%CI 1.08-1.19])和心血管死亡风险(RR:1.18 [95%CI 1.08-1.30])相关,在调整 pSBP 后,相关性仍然存在(复合心血管终点的 RR:1.13 [95%CI 1.05-1.21];心血管死亡的 RR:1.25 [95%CI 1.09-1.43])。在 pSBP 未调整的研究中,cSBP 升高也与全因死亡和中风的风险升高有关,但在 pSBP 调整的研究中则不然。在单独或同时包含 cSBP 和 pSBP 的模型中,cSBP 和 pSBP 同样与复合心血管终点显著相关。除此以外,中心血压或外周血压还可作为心血管风险评估的补充。
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引用次数: 0
Status of home blood pressure measurement in treated hypertensive patients. Results of a survey from two cities in Korea 高血压患者在家测量血压的现状。韩国两个城市的调查结果。
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-17 DOI: 10.1111/jch.14808
Kyung-ju Lee MD, Moo-Yong Rhee MD, PhD

Knowledge of the status of real-world home blood pressure (BP) measurements is crucial for establishing policies promoting hypertension treatment through home BP monitoring. However, only a few studies have investigated the status of home BP measurements in real-world settings. This study investigated the practice of Korean patients in measuring BP at home. This study recruited participants aged ≥20 years who were taking antihypertensives and conducted a questionnaire-based survey on home BP measurements. Of 701 participants recruited between August 2018 and April 2020, 673 were included in the analysis. Of these, 359 (53.3%) possessed home BP measurement devices. The devices used by 184 (51.3%) participants were validated, 110 (30.6%) were nonvalidated, and 65 (18.1%) had an unknown validation status. Only 18 patients (5.0%) with home BP devices were aware of the validation tests for home BP measurement devices. Of the 673 participants, 278 (41.3%) measured BP at home (77.4% of the patients owned home BP measurement devices). Among them, at least 74 (26.6%) performed proper measurements (at least once a month, at least twice a day or twice at a time, after at least 1 minute of rest, with at least a 1-min interval between each measurement, and 30 min after drinking coffee, exercising, or smoking). In conclusion, our community-based survey in the nonpresentive Korean population revealed a low rate of home BP measurement, a high rate of using nonvalidated devices, and a high rate of inappropriate measurements, suggesting that more efforts toward patient education regarding home BP measurements are needed.

了解现实世界中家庭血压(BP)测量的状况对于制定通过家庭血压监测促进高血压治疗的政策至关重要。然而,只有少数研究调查了真实世界中家庭血压测量的状况。本研究调查了韩国患者在家测量血压的情况。本研究招募了年龄≥20 岁、正在服用降压药的参与者,并就家庭血压测量进行了问卷调查。在2018年8月至2020年4月期间招募的701名参与者中,有673人被纳入分析。其中,359 人(53.3%)拥有家庭血压测量设备。184名参与者(51.3%)使用的设备经过验证,110名(30.6%)未经过验证,65名(18.1%)验证状态未知。只有 18 名(5.0%)使用家用血压测量设备的患者了解家用血压测量设备的验证测试。在 673 名参与者中,278 人(41.3%)在家中测量血压(77.4% 的患者拥有家用血压测量设备)。其中,至少有 74 人(26.6%)进行了正确的测量(每月至少一次,每天至少两次或每次两次,至少休息 1 分钟后测量,每次测量至少间隔 1 分钟,喝咖啡、运动或吸烟后 30 分钟测量)。总之,我们以社区为基础对韩国非长期居住人群进行的调查显示,家庭血压测量率较低,使用未经验证设备的比例较高,不恰当测量的比例较高,这表明需要加强对患者的家庭血压测量教育。
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引用次数: 0
Optimizing ChatGPT's performance in hypertension care: Correspondence 优化 ChatGPT 在高血压护理中的表现:通信。
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-14 DOI: 10.1111/jch.14850
Hinpetch Daungsupawong PhD, Viroj Wiwanitkit MD
<p>Dear Editor,</p><p>We would like to discuss “Enhancing clinical decision-making: Optimizing ChatGPT's performance in hypertension care.<span><sup>1</sup></span>” Artificial intelligence, particularly conversational models such as OpenAI's ChatGPT, has profoundly impacted several industries, including the healthcare sector. It is a useful tool in medical research and treatment because of its capacity to analyze large volumes of data and mimic human speech. With its ability to provide recommendations and individualized health monitoring, ChatGPT holds great potential to transform patient care. For best usage in healthcare settings, there are still several areas where it falls short, such as the use of dated data and the absence of clinical judgment and individualized treatment suggestions.</p><p>One new highlight is the potential enhancements and optimizations that ChatGPT could bring to hypertension management. By summarizing guidelines, updating information, and providing decision support tools, ChatGPT can improve diagnostic accuracy, tailor treatments, and ultimately enhance patient outcomes. Additionally, as an education tool, ChatGPT can simplify complex medical topics for both patients and healthcare professionals, fostering ongoing learning and improving clinical reasoning. Research and evidence synthesis capabilities of ChatGPT can help healthcare providers make informed clinical decisions through concise overviews of the latest studies and treatments in hypertension management. The fact that ChatGPT may produce incoherent and unhelpful results is a prevalent concern. Temsah et al. stated that because of their unreliability, the present forms of ChatGPT and other Chatbots should not be employed for diagnostic or treatment purposes without human expert oversight.<span><sup>2</sup></span></p><p>Future directions for ChatGPT in hypertension care include increasing its performance by selecting advanced models, customizing user profiles, and integrating clinical guidelines. Staying updated with research findings, creating a feedback loop for continuous improvement, and complementing professional judgment are essential steps for maximizing the utility of ChatGPT in clinical decision-making. Ethical considerations and limitations, such as privacy and security concerns, should also be addressed when using AI tools in healthcare settings. Collaborative efforts among technology developers, healthcare professionals, and patients are crucial for tailoring ChatGPT to meet the diverse needs of all stakeholders and optimizing patient care in the future.</p><p>Another obstacle to integration is the potential for bias in AI algorithms. If the data used to train the LLMs is not representative of all patient populations, it can lead to inaccurate or discriminatory outcomes. To address this issue, efforts must be made to ensure diverse and inclusive datasets are used in training AI algorithms. Regular audits and monitoring of AI systems can also help ident
亲爱的编辑,我们想就 "增强临床决策:人工智能,尤其是诸如 OpenAI 的 ChatGPT 这样的对话模型,已经对包括医疗保健领域在内的多个行业产生了深远影响。人工智能能够分析大量数据并模仿人类语言,因此是医学研究和治疗的有用工具。凭借其提供建议和个性化健康监测的能力,ChatGPT 具有改变病人护理的巨大潜力。要想在医疗环境中达到最佳使用效果,它仍有一些不足之处,如使用过时的数据、缺乏临床判断和个性化治疗建议等。通过总结指南、更新信息和提供决策支持工具,ChatGPT 可以提高诊断的准确性,量身定制治疗方案,并最终提高患者的治疗效果。此外,作为一种教育工具,ChatGPT 还能为患者和医疗保健专业人员简化复杂的医学课题,促进持续学习,提高临床推理能力。ChatGPT 的研究和证据综述功能可以通过简明扼要地概述高血压管理的最新研究和治疗方法,帮助医疗服务提供者做出明智的临床决策。ChatGPT 可能会产生不连贯和无益的结果,这是一个普遍关注的问题。Temsah 等人指出,由于 ChatGPT 和其他 Chatbots 不可靠,因此在没有人类专家监督的情况下,不应将目前形式的 ChatGPT 用于诊断或治疗2。不断更新研究成果、建立持续改进的反馈回路以及补充专业判断是最大限度发挥 ChatGPT 在临床决策中的作用的必要步骤。在医疗环境中使用人工智能工具时,还应考虑到伦理因素和局限性,如隐私和安全问题。技术开发人员、医疗保健专业人员和患者之间的合作对于定制 ChatGPT 以满足所有利益相关者的不同需求以及优化未来的患者护理至关重要。如果用于训练 LLM 的数据不能代表所有患者群体,就可能导致不准确或歧视性的结果。为解决这一问题,必须努力确保在训练人工智能算法时使用多样化和包容性的数据集。对人工智能系统进行定期审核和监控也有助于实时识别和纠正偏见。作者声明无利益冲突。
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引用次数: 0
Unveiling the gaps: Hypertension control beyond the cascade of care framework 揭开差距:级联护理框架之外的高血压控制。
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-09 DOI: 10.1111/jch.14849
Léna Silberzan MSc, Nathalie Bajos PhD, Michelle Kelly-Irving PhD

This study examines hypertension control beyond the cascade of care framework, which assesses awareness, treatment, and control sequentially. The analysis included 52 434 hypertensive adults (blood pressure (BP) ≥140/90 mm Hg and/or treatment in the past 6 months), aged 25–69, from the French population-based CONSTANCES cohort from 2012 to 2021. The authors assessed the typical “awareness, treatment, and control” scenario and characterized other possible control patterns. The authors found that 13% achieved control. This percentage rose to 19% when considering individuals who were not aware but treated and controlled. This alternative control scenario was associated with female sex, younger age, higher education, Northern-African origin, and reporting prior cardiovascular diseases (CVD). Sub-Saharan African origin, diabetes and overweight/obesity were associated with the typical control scenario. This study highlights that applying a typical sequential cascade of care approach may lead to the exclusion of some specific groups of participants who do not fit into the defined categories.

本研究在级联护理框架之外对高血压控制情况进行了研究,该框架依次评估了认识、治疗和控制情况。分析对象包括 52 434 名高血压成人(血压 (BP) ≥140/90 mm Hg 和/或在过去 6 个月中接受过治疗),年龄在 25 岁至 69 岁之间,来自 2012 年至 2021 年期间以法国人口为基础的 CONSTANCES 队列。作者评估了典型的 "认识、治疗和控制 "情况,并描述了其他可能的控制模式。作者发现,13% 的人实现了控制。如果考虑到那些没有意识到但接受了治疗和控制的人,这一比例将上升到 19%。这种替代控制模式与女性、年轻、受过高等教育、北非血统以及曾报告过心血管疾病(CVD)有关。撒哈拉以南非洲血统、糖尿病和超重/肥胖则与典型控制方案有关。这项研究强调,采用典型的顺序级联护理方法可能会导致一些不符合定义类别的特定参与者群体被排除在外。
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引用次数: 0
Lifestyle counseling in patients with hypertension in primary health care and its association with antihypertensive pharmacotherapy 基层医疗机构高血压患者的生活方式咨询及其与降压药物治疗的关系。
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-08 DOI: 10.1111/jch.14852
Sebastian Lindblom PhD, Charlotte Ivarsson MSc, Per Wändell MD, PhD, Monica Bergqvist PhD, Anders Norrman MD, Julia Eriksson MSc, Lena Lund PhD, Maria Hagströmer PhD, Jan Hasselström MD, PhD, Christina Sandlund PhD, Axel C Carlsson PhD

The study aimed to investigate differences in hypertensive- and cardio-preventive pharmacotherapy depending on if patients with hypertension received lifestyle counseling or not, including the difference between men and women. Data from the Region Stockholm VAL database was used to identify all patients with a hypertension diagnosis and had visited a primary health care center within the past five years. Data included registered diagnoses, pharmacotherapy, and codes for lifestyle counseling. Logistic regression adjusted for age and comorbidity (diabetes, stroke, coronary heart disease, atrial fibrillation, gout, obesity, heart failure) was used, presenting results as odds ratios (OR) with 99% confidence interval (CI). The study included 130,030 patients with hypertension; 63,402 men and 66,628 women. Patients receiving recommended lifestyle counseling were more frequently treated with three or more hypertensive drugs: women OR 1.38 (1.31, 1.45) and men = 1.36 (1.30, 1.43); certain drug classes: calcium antagonists: women 1.09 (1.04, 1.14) and men 1.11 (1.06, 1.16); thiazide diuretics: women 1.26 (1.20, 1.34) and men 1.25 (1.19, 1.32); and aldosterone antagonists: women 1.25 (1.12, 1.41) and men 1.49 (1.34, 1.65). Patients receiving recommended level of lifestyle counseling with concomitant coronary heart disease, atrial fibrillation, diabetes, or stroke were more frequently treated with statins than those who did not. Further, recommended lifestyle counseling was significantly associated with anticoagulant treatment in patients with atrial fibrillation. Lifestyle counseling according to recommendations in national guidelines was significantly associated with a more thorough pharmacological treatment of hypertension, statins, and antithrombotic drugs as well as anticoagulants, in both men and women.

该研究旨在调查高血压患者是否接受生活方式咨询对高血压和心脏预防药物治疗的影响,包括男女之间的差异。研究使用斯德哥尔摩地区 VAL 数据库中的数据,对所有确诊为高血压并在过去五年内就诊于初级医疗保健中心的患者进行识别。数据包括登记的诊断、药物治疗和生活方式咨询代码。采用逻辑回归法对年龄和合并症(糖尿病、中风、冠心病、心房颤动、痛风、肥胖、心力衰竭)进行调整,结果以几率比(OR)表示,置信区间(CI)为 99%。该研究包括 130,030 名高血压患者,其中男性 63,402 人,女性 66,628 人。接受建议的生活方式咨询的患者更常接受三种或三种以上高血压药物治疗:女性 OR 1.38(1.31,1.45),男性 = 1.36(1.30,1.43);某些药物类别:钙拮抗剂:女性 1.09(1.04,1.14),男性 1.11(1.06,1.16);噻嗪类利尿剂:女性 1.26(1.20,1.34),男性 1.25(1.19,1.32);醛固酮拮抗剂:女性 1.25(1.12,1.41),男性 1.49(1.34,1.65)。同时患有冠心病、心房颤动、糖尿病或中风并接受了推荐水平生活方式咨询的患者比未接受咨询的患者更常接受他汀类药物治疗。此外,推荐的生活方式咨询与心房颤动患者的抗凝治疗有显著相关性。根据国家指南中的建议提供生活方式咨询与更彻底的高血压药物治疗、他汀类药物、抗血栓药物以及抗凝药物治疗有显著相关性,男性和女性均是如此。
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引用次数: 0
Development and usability of an EHR-driven hypertension disparities dashboard in primary care: A qualitative study 初级保健中电子病历驱动的高血压差异仪表板的开发和可用性:定性研究。
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-08 DOI: 10.1111/jch.14834
Emmanuel Adediran MPH, Robert Owens PhD, Elena Gardner MPH, Alex Lockrey B.Sc, Emily Carlson MHA, Danielle Forbes MPH, John Stuligross MPH, Dominik Ose DrPH

Hypertension disparities persist and remain high among racial and ethnic minority populations in the United States (US). Data-driven approaches based on electronic health records (EHRs) in primary care are seen as a strong opportunity to address this situation. This qualitative study evaluated the development, sustainability, and usability of an EHR-integrated hypertension disparities dashboard for health care professionals in primary care. Ten semi-structured interviews, exploring the approach and sustainability, as well as eight usability interviews, using the think aloud protocol were conducted with quality improvement managers, data analysts, program managers, evaluators, and primary care providers. For the results, dashboard development steps include having clear goals, defining a target audience, compiling data, and building multidisciplinary teams. For sustainability, the dashboard can enhance understanding of the social determinants of health or to inform QI projects. In terms of dashboard usability, positive aspects consisted of the inclusion of summary pages, patient's detail pages, and hover-over interface. Important design considerations were refining sorting functions, gender inclusivity, and increasing dashboard visibility. In sum, an EHR-driven dashboard can be a novel tool for addressing hypertension disparities in primary care. It offers a platform where clinicians can identify patients for culturally tailored interventions. Factors such as physician time constraints, data definitions, comprehensive patient demographic information, end-users, and future sustenance, should be considered before implementing a dashboard. Additional research is needed to identify practices for integrating a dashboard into clinical workflow for hypertension.

在美国,高血压在少数种族和少数族裔人群中仍然存在很大的差异。基于初级医疗电子健康记录(EHR)的数据驱动方法被视为解决这一问题的良机。这项定性研究评估了为初级医疗保健专业人员设计的集成了电子病历的高血压差异仪表板的开发、可持续性和可用性。研究人员与质量改进经理、数据分析师、项目经理、评估人员和初级医疗服务提供者进行了 10 次半结构式访谈,探讨了开发方法和可持续性,并使用 "大声思考 "协议进行了 8 次可用性访谈。就结果而言,仪表板开发步骤包括明确目标、定义目标受众、汇编数据和建立多学科团队。就可持续性而言,仪表板可以加强对健康的社会决定因素的理解,或为 QI 项目提供信息。就仪表盘的可用性而言,积极的方面包括包含摘要页面、患者详情页面和鼠标悬停界面。重要的设计考虑因素包括完善排序功能、性别包容性和提高仪表盘的可见度。总之,电子病历驱动的仪表板可以成为解决初级保健中高血压差异的新工具。它提供了一个平台,临床医生可以在此平台上识别患者,进行有文化针对性的干预。在实施仪表板之前,应考虑医生的时间限制、数据定义、全面的患者人口信息、最终用户以及未来的持续性等因素。还需要进行更多的研究,以确定将仪表板整合到高血压临床工作流程中的做法。
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引用次数: 0
Precise risk-prediction model including arterial stiffness for new-onset atrial fibrillation using machine learning techniques 利用机器学习技术建立包括动脉僵化在内的新发心房颤动精确风险预测模型。
IF 2.7 3区 医学 Q2 PERIPHERAL VASCULAR DISEASE Pub Date : 2024-06-08 DOI: 10.1111/jch.14848
Hiroshi Kanegae BSc, Kentaro Fujishiro MD, PhD, Kyohei Fukatani MBA, Tetsuya Ito MEng, Kazuomi Kario MD, PhD

Atrial fibrillation (AF) is the most common clinically significant cardiac arrhythmia and is an important risk factor for ischemic cerebrovascular events. This study used machine learning techniques to develop and validate a new risk prediction model for new-onset AF that incorporated the use electrocardiogram to diagnose AF, data from participants with a wide age range, and considered hypertension and measures of atrial stiffness. In Japan, Industrial Safety and Health Law requires employers to provide annual health check-ups to their employees. This study included 13 410 individuals who underwent health check-ups on at least four successive years between 2005 and 2015 (new-onset AF, n = 110; non-AF, n = 13 300). Data were entered into a risk prediction model using machine learning methods (eXtreme Gradient Boosting and Shapley Additive Explanation values). Data were randomly split into a training set (80%) used for model construction and development, and a test set (20%) used to test performance of the derived model. The area under the receiver operator characteristic curve for the model in the test set was 0.789. The best predictor of new-onset AF was age, followed by the cardio-ankle vascular index, estimated glomerular filtration rate, sex, body mass index, uric acid, γ-glutamyl transpeptidase level, triglycerides, systolic blood pressure at cardio-ankle vascular index measurement, and alanine aminotransferase level. This new model including arterial stiffness measure, developed with data from a general population using machine learning methods, could be used to identify at-risk individuals and potentially facilitation the prevention of future AF development.

心房颤动(房颤)是临床上最常见的心律失常,也是缺血性脑血管事件的重要风险因素。本研究利用机器学习技术开发并验证了一种新的新发房颤风险预测模型,该模型结合了使用心电图诊断房颤的方法、来自不同年龄段参与者的数据,并考虑了高血压和心房僵硬度的测量。在日本,《工业安全和健康法》要求雇主每年为其员工进行健康检查。本研究纳入了 2005 年至 2015 年期间至少连续四年接受健康检查的 13 410 人(新发房颤,n = 110;非房颤,n = 13 300)。数据通过机器学习方法(eXtreme Gradient Boosting 和 Shapley Additive Explanation 值)输入风险预测模型。数据被随机分成用于构建和开发模型的训练集(80%)和用于测试衍生模型性能的测试集(20%)。测试集中模型的接收者运算特性曲线下面积为 0.789。预测新发房颤的最佳指标是年龄,其次是心踝关节血管指数、估计肾小球滤过率、性别、体重指数、尿酸、γ-谷氨酰转肽酶水平、甘油三酯、测量心踝关节血管指数时的收缩压和丙氨酸氨基转移酶水平。利用机器学习方法从普通人群的数据中开发出的这一包含动脉僵化测量值的新模型可用于识别高危人群,并有可能预防未来房颤的发生。
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引用次数: 0
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Journal of Clinical Hypertension
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