diastolic blood pressure

舒张压
  • 文章类型: Journal Article
    与收缩压(SBP)不同,尚未确定舒张压(DBP)对肾功能的预后价值。我们假设脉压(PP),这与动脉硬化有关,会影响DBP的预后价值。
    这项纵向研究使用了2008年至2014年进行的日本特定健康检查研究的数据。将参与者分为三个PP亚组(低PP≤39,正常PP40-59和高PP≥60mmHg)。感兴趣的暴露是SBP和DBP,使用Cox比例风险模型在每个PP亚组中检查了SBP/DBP与肾脏结局之间的相关性(估计肾小球滤过率相对于基线下降30%).
    在725022名参与者中,在34.6个月的中位随访期内,有414例(2.8%)出现了肾脏结局。在所有PP亚组中,较高的SBP与较高的肾脏结局发生率一致相关。尽管DBP与低PP和正常PP亚组的肾脏结局发生率呈线性正相关,在高PP亚组中,较低(≤60mmHg)和较高(≥101mmHg)的DBP与较高的肾脏结局发生率相关,带有U形曲线。≤60mmHg(参考:正常PP亚组中61-80mmHg)和≥101mmHg的危险比(95%置信区间)为1.26(1.15-1.38)和1.86(1.62-2.14),分别。
    在这个以人口为基础的庞大群体中,根据PP水平,DBP与肾脏结局的相关性不同;在高PP亚组中,较低的DBP与较高的肾脏结局发生率显着相关,而在低PP和正常PP亚组中没有。
    UNASSIGNED: Unlike systolic blood pressure (SBP), the prognostic value of diastolic blood pressure (DBP) in kidney function has not been established. We hypothesized that pulse pressure (PP), which is associated with arteriosclerosis, would affect the prognostic value of DBP.
    UNASSIGNED: This longitudinal study used data from the Japan Specific Health Checkups Study was conducted between 2008 and 2014. The participants were stratified into three PP subgroups (low PP ≤39, normal PP 40-59 and high PP ≥60 mmHg). The exposures of interest were SBP and DBP, and the association between SBP/DBP and kidney outcomes (30% decline in the estimated glomerular filtration rate from baseline) was examined in each PP subgroup using a Cox proportional hazards model.
    UNASSIGNED: Among 725 022 participants, 20 414 (2.8%) developed kidney outcomes during a median follow-up period of 34.6 months. Higher SBP was consistently associated with a higher incidence of kidney outcome in all PP subgroups. Although DBP had a positive linear association with the incidence of kidney outcome in low- and normal-PP subgroups, both lower (≤60 mmHg) and higher (≥101 mmHg) DBP were associated with a higher incidence of kidney outcome in the high-PP subgroup, with a U-shaped curve. Hazard ratios (95% confidence intervals) of ≤60 mmHg (reference: 61-80 mmHg in normal-PP subgroup) and ≥101 mmHg were 1.26 (1.15-1.38) and 1.86 (1.62-2.14), respectively.
    UNASSIGNED: In this large population-based cohort, DBP was differently associated with kidney outcome by PP level; lower DBP was significantly associated with a higher incidence of kidney outcome in the high-PP subgroup but not in the low- and normal-PP subgroups.
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  • 文章类型: Journal Article
    背景:睡眠改变对妊娠期焦虑和血压升高(BP)之间关系的潜在影响尚未得到充分研究。我们评估了焦虑之间的关系,失眠,睡眠时间短,以及这些变量之间的任何相互作用影响,怀孕期间的血压。
    方法:这是一个在2021年至2022年期间在单一机构妊娠23至36周的孕妇的前瞻性试点队列。使用标准化问卷测量临床失眠和焦虑。使用腕部佩戴的活动描记器测量客观的睡眠持续时间。主要结果是收缩压(SBP),舒张压(DBP),和平均(MAP)非侵入性BP测量。使用与广义估计方程(GEE)拟合的单独的序贯多变量线性回归模型来分别评估焦虑(自变量)和每个BP参数(因变量)之间的关联。在调整潜在的混杂因素后(模型1)。进行了其他分析,将失眠以及焦虑和失眠之间的相互作用作为独立变量(模型2),并将短睡眠时间以及焦虑和短睡眠时间之间的相互作用作为自变量(模型3),评估对BP参数的任何调节作用。
    结果:在完成研究的60名参与者中,15(25%)筛查焦虑呈阳性,11人(18%)有主观性失眠,和34(59%)有客观的短睡眠时间。在模型1中,焦虑的增加与任何BP参数的增加无关。当模型2包括主观失眠时,DBP和MAP升高与焦虑显着相关(DBP:β6.1,p=0.01,MAP:β6.2p<0.01)。当模型3包括短睡眠时,所有BP参数均与焦虑显着相关(SBP:β9.6,p=0.01,DBP:β8.1,p<0.001,MAP:β8.8,p<0.001)。在失眠和焦虑之间(p相互作用:SBP0.80,DBP0.60,MAP0.32)或短睡眠时间和焦虑之间(p相互作用:SBP0.12,DBP0.24,MAP0.13)对BP没有调节作用。
    结论:当包括主观性失眠或客观短睡眠时,焦虑的孕妇SBP高5.1-9.6mmHg,DBP提高6.1-8.1mmHg,MAP比没有焦虑的人高6.2-8.8mmHg。
    BACKGROUND: The potential effect modification of sleep on the relationship between anxiety and elevated blood pressure (BP) in pregnancy is understudied. We evaluated the relationship between anxiety, insomnia, and short sleep duration, as well as any interaction effects between these variables, on BP during pregnancy.
    METHODS: This was a prospective pilot cohort of pregnant people between 23 to 36 weeks\' gestation at a single institution between 2021 and 2022. Standardized questionnaires were used to measure clinical insomnia and anxiety. Objective sleep duration was measured using a wrist-worn actigraphy device. Primary outcomes were systolic (SBP), diastolic (DBP), and mean (MAP) non-invasive BP measurements. Separate sequential multivariable linear regression models fit with generalized estimating equations (GEE) were used to separately assess associations between anxiety (independent variable) and each BP parameter (dependent variables), after adjusting for potential confounders (Model 1). Additional analyses were conducted adding insomnia and the interaction between anxiety and insomnia as independent variables (Model 2), and adding short sleep duration and the interaction between anxiety and short sleep duration as independent variables (Model 3), to evaluate any moderating effects on BP parameters.
    RESULTS: Among the 60 participants who completed the study, 15 (25%) screened positive for anxiety, 11 (18%) had subjective insomnia, and 34 (59%) had objective short sleep duration. In Model 1, increased anxiety was not associated with increases in any BP parameters. When subjective insomnia was included in Model 2, increased DBP and MAP was significantly associated with anxiety (DBP: β 6.1, p = 0.01, MAP: β 6.2 p < 0.01). When short sleep was included in Model 3, all BP parameters were significantly associated with anxiety (SBP: β 9.6, p = 0.01, DBP: β 8.1, p < 0.001, and MAP: β 8.8, p < 0.001). No moderating effects were detected between insomnia and anxiety (p interactions: SBP 0.80, DBP 0.60, MAP 0.32) or between short sleep duration and anxiety (p interactions: SBP 0.12, DBP 0.24, MAP 0.13) on BP.
    CONCLUSIONS: When including either subjective insomnia or objective short sleep duration, pregnant people with anxiety had 5.1-9.6 mmHg higher SBP, 6.1-8.1 mmHg higher DBP, and 6.2-8.8 mmHg higher MAP than people without anxiety.
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  • 文章类型: Journal Article
    目的:2019年冠状病毒病(COVID-19)大流行给人们的生活方式带来了前所未有的变化。从那以后,我们的生活方式与大流行前的生活方式仍然不同。这项研究调查了COVID-19大流行对日本工人代谢参数长期变化的长期影响。
    方法:共有519名符合条件的受试者完成了2017财年、2019财年和2021财年的调查。在每种性别中进行了COVID-19前期(Δpre-covid19:2019-2017财年)和COVID-19期间(Δcovid19:2021-2019财年)的比较。
    结果:Δcovid19的舒张压(DBP)升高明显大于Δpre-covid19(Δpre-covid19至Δcovid19:0.22±6.17至2.59±6.69mmHg,男性p=0.0002,-0.18±6.26至2.16±6.60mmHg,女性p=0.01)。在女性中,Δcovid19的腰围和空腹血糖的增量也显着大于Δpre-covid19(均p<0.05)。相反,男性中Δcovid19的BMI和体脂增量显着小于Δpre-covid19(均p<0.05)。
    结论:我们的研究结果表明,COVID-19大流行对日本工人DBP升高有明显的代谢影响。此外,COVID-19可能在葡萄糖代谢和与肥胖/肥胖相关的人体测量方面对男性和女性的影响不同。J.Med.投资。71:47-53,二月,2024.
    OBJECTIVE: The coronavirus disease 2019 (COVID-19) pandemic has caused unprecedented changes in people\'s lifestyles. Since then, our lifestyle has remained different from what it used to be in the pre-pandemic era. This study investigated the long-term impact of the COVID-19 pandemic on secular changes in metabolic parameters in Japanese workers.
    METHODS: A total of 519 eligible subjects completed fiscal year (FY) 2017, FY2019 and FY2021 surveys. Comparison between pre-COVID-19 (Δpre-covid19 : FY2019-2017) and during COVID-19 (Δcovid19 : FY2021-2019) was performed in each sex.
    RESULTS: Increment of diastolic blood pressure (DBP) in Δcovid19 was significantly greater than that in Δpre-covid19 (Δpre-covid19 to Δcovid19 : 0.22 ± 6.17 to 2.59 ± 6.69 mmHg, p = 0.0002 in males, -0.18 ± 6.26 to 2.16 ± 6.60 mmHg, p = 0.01 in females). In females, increments of waist circumference and fasting plasma glucose in Δcovid19 were also significantly greater than those in Δpre-covid19 (both p < 0.05). Conversely, increments of BMI and body fat in Δcovid19 were significantly smaller than those in Δpre-covid19 in males (both p < 0.05).
    CONCLUSIONS: Our findings suggest that there was an apparent metabolic impact of the COVID-19 pandemic on DBP increment in Japanese workers. In addition, COVID-19 may have influenced males and females differently in relation to glucose metabolism and anthropometric measurements related to obesity / adiposity. J. Med. Invest. 71 : 47-53, February, 2024.
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  • 文章类型: Journal Article
    背景:尚未研究内源性雌激素暴露(EEE)对高血压(HTN)发病率的影响。
    目的:本研究旨在评估具有不同内源性雌激素持续时间的女性的HTN发生率。
    方法:从德黑兰脂质和葡萄糖研究(TLGS)收集信息以进行当前研究。在研究开始时,4463名初潮后血压正常的妇女,包括3599名绝经前妇女和864名绝经前妇女,包括在内。EEE是为每个女人计算的,他们被追踪了HTN事件。根据EEE,HTN事件的风险比和95%置信区间(CI)采用Cox比例风险回归模型(未校正和校正).
    结果:随访(初潮至HTN发病日期或最后一次随访)的中位数(四分位数范围)为33.2(25.1,42.3)年。31.8%的参与者发生更年期事件。未调整模型的研究结果表明,EEEz评分与月经初潮后妇女的HTN发生率呈负相关[未调整风险比(HR)0.47,95%CI0.44,0.50],这意味着EEEz评分每上升1-SD,HTN的风险降低53%。在调整了潜在的混杂因素后,结果显示无统计学显著变化(校正HR0.46,95%CI0.43-0.49).在基线时患有高血压前期的参与者中,EEEz评分每增加1-SD,HTN的危险就会降低56%。
    结论:这项纵向研究证明了更长的EEE持续时间对HTN风险的保护作用,即使是那些有高血压前期状态的人。
    BACKGROUND: The impact of endogenous estrogen exposure (EEE) on hypertension (HTN) incidence has not been investigated yet.
    OBJECTIVE: This study aimed to evaluate HTN incidence in women with different endogenous estrogen durations.
    METHODS: Information was gathered from the Tehran Lipid and Glucose Study (TLGS) to conduct current research. At the initiation of the study, 4463 post-menarche normotensive women, including 3599 premenopausal and 864 menopausal women, were included. EEE was calculated for each woman, and they were followed up for the HTN event. According to the EEE, the hazard ratios and 95% confidence intervals (CI) for the HTN event were presented using Cox proportional hazards regression models (unadjusted and adjusted).
    RESULTS: The median (interquartile range) of follow-up (between menarche and the date of HTN incidence or last follow-up) was 33.2(25.1, 42.3) years. The event of menopause occurred in 31.8% of participants. The unadjusted model\'s findings illustrated that the EEE z-score was inversely associated with HTN incidence in post-menarcheal women [unadjusted hazard ratio (HR) 0.47, 95% CI 0.44, 0.50], meaning that the risk of HTN decreased by 53% for every 1-SD rise in the EEE z-score. After adjusting for potential confounders, the results showed no statistically significant changes (adjusted HR 0.46, 95% CI 0.43-0.49). In participants with prehypertension at baseline, the hazard of HTN decreased by 56% per 1-SD rise in the EEE z-score.
    CONCLUSIONS: This longitudinal study demonstrated the protective effect of a longer EEE duration on HTN risk, even among those with prehypertension status.
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  • 文章类型: Journal Article
    引言长时间坐着引起的小腿血液聚集可以通过增加交感神经活动和外周血管阻力来增加血压,作为主要结果,一直在研究的一个方面。这项研究比较了长时间坐着和长时间仰卧起坐对健康年轻男性血压的影响。方法这项随机交叉研究包括16名健康的年轻男性(平均年龄:21.6±0.7岁),他们被随机分配到仰卧三小时(CON)或坐三小时(SIT)状态。接下来是至少一周的冲洗期。收缩压(SBP),舒张压(DBP),平均动脉压(MAP),心率(HR),来自心率变异性的低频/高频(LF/HF)比,在距基线60、120和180分钟时测量腿围。通过双向(时间×条件)方差分析(ANOVA)比较这些指标。结果在SIT条件下,DBP,MAP,HR,LF/HF比,腿围随时间显著增加(P<0.05),显著高于CON状态(P<0.05)。然而,SBP随时间和条件之间没有显著变化。结论研究结果表明,在健康的年轻男性中,下肢液体潴留引起的交感神经活动受累和外周血管阻力增加,DBP和MAP增加。
    Introduction Prolonged sitting-induced blood pooling in the lower legs can increase blood pressure through increased sympathetic nerve activity and peripheral vascular resistance, an aspect that has been understudied as a primary outcome. This study compared the effects of prolonged sitting with those of prolonged supination on blood pressure in healthy young men. Methods This randomized crossover study included 16 healthy young men (mean age: 21.6 ± 0.7 years) who were randomly assigned to a three-hour supine (CON) or three-hour sitting (SIT) condition, followed by a washout period of at least one week. Systolic blood pressure (SBP), diastolic blood pressure (DBP), mean arterial pressure (MAP), heart rate (HR), low-frequency/high-frequency (LF/HF) ratio derived from heart rate variability, and leg circumference were measured at 60, 120, and 180 minutes from baseline. These indices were compared by two-way (time × conditions) analysis of variance (ANOVA). Results In the SIT condition, DBP, MAP, HR, LF/HF ratio, and leg circumference increased significantly over time (P < 0.05) and were significantly higher than those in the CON condition (P < 0.05). However, SBP showed no significant change over time and between conditions. Conclusions The findings indicate the involvement of sympathetic nerve activity and increased peripheral vascular resistance induced by fluid retention in the lower legs with increased DBP and MAP in healthy young men.
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  • 文章类型: Journal Article
    阻塞性睡眠呼吸暂停低通气综合征(OSAHS)是与心血管疾病密切相关的常见睡眠呼吸障碍。然而,呼吸睡眠和相关心血管参数对呼吸暂停低通气指数(AHI)和原发性打鼾的生活质量的影响尚不清楚.我们启动了一项队列研究,重点研究呼吸睡眠和心血管相关参数与呼吸暂停和低通气指数之间的关系。纳入我们医疗中心2015年6月1日至2016年4月1日218例原发性打鼾患者的数据。来自四川省肿瘤医院的30例患者被用于验证。与对照组相比,呼吸暂停时间较长的患者更有可能进展到更高的AHI(>30)(OR=5.66,95%CI=[2.79,11.97],p<0.001)。同样,如果患者的舒张压值较高,他们也会有更高的AHI(>30)(HR[95%CI]=3.42[1.14,13.65],p=0.043)。根据多变量分析,最长的呼吸暂停时间,SaO2的平均百分比和领口长度是总生存期的独立危险因素.基于上述这些因素开发的预测模型在校准曲线上产生了有利的一致性(C指数=0.872)。30例患者在四川省肿瘤医院进行了外部验证,显示AUC为0.833(0.782-0.884)。舒张压升高和呼吸暂停时间影响AHI水平。基于上述这些因素的AHI预测模型可以帮助临床医生预测高AHI事件的风险。
    Obstructive sleep apnea hypoventilation syndrome (OSAHS) is a common sleep breathing disorder closely associated with cardiovascular disease. However, the respiratory sleep and related cardiovascular parameters on the apnea and hypopnea index (AHI) and life quality of primary snoring are unclear. We launched a cohort study focused on the association between respiratory sleep and cardiovascular-related parameters and apnea and hypopnea index, incorporating data from 218 patients with primary snoring in our medical center between Jun 1, 2015, and Apr 1, 2016. Thirty patients from Sichuan Cancer Hospital were used for validation. Patients with longer apnea time were more likely to progress to higher AHI (> 30) than controls (OR = 5.66, 95% CI = [2.79, 11.97], p < 0.001). Similarly, if patients have a higher value of diastolic blood pressure, they will also have a higher AHI (> 30) (HR [95% CI] = 3.42 [1.14, 13.65], p = 0.043). According to multivariate analysis, longest apnea time, the mean percentage of SaO2, and neckline length were independent risk factors of overall survival. A predictive model developed based on these factors above yielded a favorable agreement (C-index = 0.872) on the calibration curve. Thirty patients conducted external validation from Sichuan Cancer Hospital, displaying an AUC of 0.833 (0.782-0.884). Increased diastolic blood pressure and apnea time affect AHI level. An AHI prediction model based on these factors above can help clinicians predict the risk of high AHI events.
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  • 文章类型: Journal Article
    高血压是心血管疾病死亡的主要危险因素之一。血压(BP)水平与各种个人有关,人体测量学,生化和心理变量;然而,在相对健康的受试者样本中,评估所有这些因素在收缩压(SBP)和舒张压(DBP)中的相关性的研究尚未进行.研究的目的是确定相对健康受试者样本中与SBP和DPB相关的主要变量。共有171名参与者参加,其中个人,人体测量学,测量了积极和消极的心理变量和生化变量。我们观察到男性的SBP和DBP水平高于女性,与SBP有更多差异。在生化因素和SBP中,我们发现白蛋白和单核细胞与它呈正相关,而钾,磷和嗜酸性粒细胞与之呈负相关。此外,在所有样本中,学校教育是与SBP负相关的恒定变量(全球,男人和女人)。在心理变量中,我们观察到,在男性和女性的样本中,情绪感知与SBP呈负相关,而在男性样本中,自主性与SBP呈正相关;然而,与多变量模型中包含的个人变量和生化变量相比,它们之间的关联较小.关于DBP,我们观察到生化变量,血红蛋白,钠,尿酸和葡萄糖,在全球样本中与DBP呈正相关,而氯化物和BUN与之呈负相关。此外,许多个人和行为变量,包括BMI,年龄和吸烟消费频率,在全球样本中也与DBP相关。总之,血压受不同因素的影响,这些对每个性别的影响不同。
    Hypertension is one of the main risk factors related to cardiovascular mortality, being the levels of blood pressure (BP) related to a variety of personal, anthropometric, biochemical and psychological variables; however, the study evaluating the association of all these factors in systolic blood pressure (SBP) and diastolic blood pressure (DBP) in a sample of relatively healthy subjects has not been performed. The aim of the study was to determine the main variables associated with SBP and DPB in a sample of relatively healthy subjects. A total of 171 participants were included, in which personal, anthropometric, positive and negative psychological variables and biochemical variables were measured. We observed that men showed higher levels of SBP and DBP than women, with more differences for SBP. Among the biochemical factors and SBP, we found that albumin and monocytes were positively correlated with it, while potassium, phosphorus and eosinophils were negatively correlated with it. Additionally, schooling was a constant variable negatively correlated with SBP in all samples (global, men and women). Among psychological variables, we observed that emotional perception was negatively correlated with SBP in men\'s and women\'s samples, while autonomy was positively correlated with SBP in the men\'s sample; however, their association was less when compared with the personal and biochemical variables included in the multivariate model. With regard to DBP, we observed that the biochemical variables, hemoglobin, sodium, uric acid and glucose, were positively correlated with DBP in the global sample, while chloride and BUN were negatively correlated with it. In addition, many personal and behavioral variables, including BMI, age and smoking consumption frequency, also correlated with DBP in the global sample. In conclusion, BP is affected by different factors, and these affect each sex differently.
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  • 文章类型: Review
    感染性休克是一种高致命性和普遍性的疾病。进行性循环功能障碍导致组织灌注不足和缺氧,最终演变为多器官功能障碍和死亡。及时复苏可能会恢复这些致病机制,恢复氧气输送和器官功能。在脓毒性休克的循环功能障碍的决定因素中存在高度异质性,和当前的算法提供了一个逐步和标准化的方法来进行复苏。这篇综述提供了ANDROMEDA-SHOCK-2背后的病理生理学和临床原理,ANDROMEDA-SHOCK-2是一项正在进行的多中心随机对照试验,旨在比较基于临床表型和外周灌注评估的个性化复苏策略。相对于护理标准,早期感染性休克复苏。
    Septic shock is a highly lethal and prevalent disease. Progressive circulatory dysfunction leads to tissue hypoperfusion and hypoxia, eventually evolving to multiorgan dysfunction and death. Prompt resuscitation may revert these pathogenic mechanisms, restoring oxygen delivery and organ function. High heterogeneity exists among the determinants of circulatory dysfunction in septic shock, and current algorithms provide a stepwise and standardized approach to conduct resuscitation. This review provides the pathophysiological and clinical rationale behind ANDROMEDA-SHOCK-2, an ongoing multicenter randomized controlled trial that aims to compare a personalized resuscitation strategy based on clinical phenotyping and peripheral perfusion assessment, versus standard of care, in early septic shock resuscitation.
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  • 文章类型: Journal Article
    背景:在重症监护病房(ICU)中,准确的死亡率预测对于有效的患者管理和资源分配至关重要。简化急性生理学评分II(SAPS-2),虽然常用,严重依赖全面的临床数据和血液样本。这项研究旨在开发一种人工智能(AI)模型,利用关键的血液动力学参数来预测最初24小时内的ICU死亡率,并评估其相对于SAPS-2的性能。
    方法:我们对选定的血流动力学参数和心率曲线结构进行了分析,以确定ICU死亡率的潜在预测因素。随后在不同的患者队列上训练和验证了机器学习模型。然后将AI算法的性能与SAPS-2进行比较,重点是分类准确性,校准,和普适性。
    结果:该研究包括从3月27日开始的1298名ICU患者,2015年3月27日,2017.从2022年到2023年的额外队列包括590名患者,导致1888名患者的总数据集。观察到的死亡率为24.0%。死亡率的关键决定因素是格拉斯哥昏迷量表评分,心率复杂度,患者年龄,舒张压低于50mmHg的持续时间,心率变异性,和特定的平均和收缩压阈值。AI模型,在这些决定因素的指导下,在预测死亡率方面表现出相当的表现,如果不是优越的,到SAPS-2.
    结论:AI模型,将心率和血压曲线分析与基本临床参数相结合,提供了一种方法来预测ICU患者的院内死亡率。该模型提供了现有工具的替代方案,这些工具依赖于广泛的临床数据和实验室输入。将其整合到ICU监测系统中可能会促进更简化的死亡率预测过程。
    BACKGROUND: In intensive care units (ICUs), accurate mortality prediction is crucial for effective patient management and resource allocation. The Simplified Acute Physiology Score II (SAPS-2), though commonly used, relies heavily on comprehensive clinical data and blood samples. This study sought to develop an artificial intelligence (AI) model utilizing key hemodynamic parameters to predict ICU mortality within the first 24 h and assess its performance relative to SAPS-2.
    METHODS: We conducted an analysis of select hemodynamic parameters and the structure of heart rate curves to identify potential predictors of ICU mortality. A machine-learning model was subsequently trained and validated on distinct patient cohorts. The AI algorithm\'s performance was then compared to the SAPS-2, focusing on classification accuracy, calibration, and generalizability.
    RESULTS: The study included 1298 ICU admissions from March 27th, 2015, to March 27th, 2017. An additional cohort from 2022 to 2023 comprised 590 patients, resulting in a total dataset of 1888 patients. The observed mortality rate stood at 24.0%. Key determinants of mortality were the Glasgow Coma Scale score, heart rate complexity, patient age, duration of diastolic blood pressure below 50 mmHg, heart rate variability, and specific mean and systolic blood pressure thresholds. The AI model, informed by these determinants, exhibited a performance profile in predicting mortality that was comparable, if not superior, to the SAPS-2.
    CONCLUSIONS: The AI model, which integrates heart rate and blood pressure curve analyses with basic clinical parameters, provides a methodological approach to predict in-hospital mortality in ICU patients. This model offers an alternative to existing tools that depend on extensive clinical data and laboratory inputs. Its potential integration into ICU monitoring systems may facilitate more streamlined mortality prediction processes.
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  • 文章类型: Journal Article
    BACKGROUND: In most countries barring Japan, antihypertensive drug use has been reported using the defined daily doses/1000 inhabitants/day (DID). Although DID has been shown to allow for the assessment of the number of patients treated with a particular drug, the relationship between DID and the number of patients with hypertension has not been clarified. This study aimed to clarify the relationship between antihypertensive drug use and the number of people with high blood pressure based on the National Database of Health Insurance Claims and Specific Health Checkups of Japan (NDB) open data.
    METHODS: DID was calculated by extracting the use of oral antihypertensive drugs from outpatient prescriptions in the NDB Open Data in FY 2018. The number of people with high blood pressure was calculated using the number of enrollees in each sex-age group for systolic and diastolic blood pressure in the 40-74 years age group. The correlation between the DID of antihypertensive drugs and the number of people with high blood pressure by sex and age class was evaluated using Spearman\'s rank correlation coefficient.
    RESULTS: The use of antihypertensive drugs increased with age in both men and women. Furthermore, in both sexes, dihydropyridine derivatives, calcium antagonists, and angiotensin II receptor blockers were the main drugs used from the age of 20 years onward. In addition, a very strong positive correlation was found between the number of people with high systolic blood pressure and DID in both sexes (men: r = 1, P < 0.05; women: r = 1, P < 0.05). In contrast, there was no significant correlation between the number of people with high diastolic blood pressure and DID in both sexes (men: r = - 0.214, P > 0.05; women: r = 0.393, P > 0.05).
    CONCLUSIONS: To our knowledge, this study is the first to investigate the use of oral antihypertensive drugs in outpatient settings in Japan. In addition, the DID of antihypertensive drugs can be used as an alternative indicator of the number of people with high systolic blood pressure.
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