Primary prevention

初级预防
  • 文章类型: Journal Article
    胃癌是全球癌症负担的重要贡献者。风险预测模型旨在根据当前和过去的信息来估计未来风险,并可用于胃癌人群筛查计划中的风险分层。这篇综述旨在探索现有模型的研究设计,以及方法,变量,和模型构建的性能。
    搜索了6个数据库,直到2023年11月4日,以确定适当的研究。遵循PRISMA扩展范围审查和Arksey和O\'Malley框架。数据源包括PubMed、Embase,WebofScience,CNKI,万方,VIP,重点对胃癌风险预测模型进行研究。
    共有29篇文章符合纳入标准,从中确定了28个符合分析标准的原始风险预测模型.对风险预测模型进行筛选,提取的数据包括研究特征,预测变量选择,模型构建方法和评价指标。模型的曲线下面积(AUC)范围为0.560至0.989,而C统计量在0.684至0.940之间变化。预测变量的个数主要集中在5~11个之间。最常见的前5个变量是年龄,幽门螺杆菌(Hp),癌前病变,胃蛋白酶原(PG),性别,和吸烟。年龄和Hp是最一致的变量。
    这篇综述增进了对当前胃癌风险预测研究及其未来方向的理解。研究结果为建立更准确的胃癌风险模型提供了有力的科学依据和技术支持。我们期望这些结论将为该领域的未来研究和临床实践指明道路,以协助胃癌的早期预防和治疗。
    UNASSIGNED: Gastric cancer is a significant contributor to the global cancer burden. Risk prediction models aim to estimate future risk based on current and past information, and can be utilized for risk stratification in population screening programs for gastric cancer. This review aims to explore the research design of existing models, as well as the methods, variables, and performance of model construction.
    UNASSIGNED: Six databases were searched through to November 4, 2023 to identify appropriate studies. PRISMA extension for scoping reviews and the Arksey and O\'Malley framework were followed. Data sources included PubMed, Embase, Web of Science, CNKI, Wanfang, and VIP, focusing on gastric cancer risk prediction model studies.
    UNASSIGNED: A total of 29 articles met the inclusion criteria, from which 28 original risk prediction models were identified that met the analysis criteria. The risk prediction model is screened, and the data extracted includes research characteristics, prediction variables selection, model construction methods and evaluation indicators. The area under the curve (AUC) of the models ranged from 0.560 to 0.989, while the C-statistics varied between 0.684 and 0.940. The number of predictor variables is mainly concentrated between 5 to 11. The top 5 most frequently included variables were age, helicobacter pylori (Hp), precancerous lesion, pepsinogen (PG), sex, and smoking. Age and Hp were the most consistently included variables.
    UNASSIGNED: This review enhances understanding of current gastric cancer risk prediction research and its future directions. The findings provide a strong scientific basis and technical support for developing more accurate gastric cancer risk models. We expect that these conclusions will point the way for future research and clinical practice in this area to assist in the early prevention and treatment of gastric cancer.
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  • 文章类型: Journal Article
    目的:目前缺乏有效的糖尿病肾病(DKD)一级预防。识别高DKD风险人群并及时干预是预防DKD的关键。因此,以前开发了一个根据患者发生DKD的风险进行分类的模型,该模型用于本研究的分析中,以评估司马鲁肽与安慰剂对初级DKD预防的效果.
    方法:来自随机,双盲,根据基线DKD风险分组接受0.5/1.0mg司马鲁肽或安慰剂的基线无DKD的安慰剂对照SUSTAIN6试验,使用经过验证的模型计算。主要的事后结果是司马鲁肽与安慰剂对发生DKD的参与者比例的影响[尿白蛋白/肌酐比值(UACR)≥30mg/g和/或估计的肾小球滤过率<60mL/min/1.73m2]。额外的事后结果包括DKD风险评分的变化,随着时间的推移,UACR和估计的肾小球滤过率。
    结果:在纳入分析的1139名参与者中,28.7%发展为DKD;更多DKD风险较高的参与者(952/1139)发展为DKD。Semaglutide在两个总的[比值比0.56(95%置信区间:0.42;0.74;p<0.0001)]中都显着降低了发生DKD的风险,和高DKD风险人群[比值比0.51(95%置信区间:0.38;0.69;p<0.0001)],并且与安慰剂相比,DKD的发展显着延迟。司马鲁肽的有益作用主要由UACR变化驱动。在高DKD风险人群中,需要治疗司马鲁肽的人数为7。
    结论:这项事后研究表明,司马鲁肽可能对T2D患者的初级DKD预防具有有益作用。
    OBJECTIVE: Efficient primary prevention of diabetic kidney disease (DKD) is currently lacking. The identification of people at high DKD risk and timely intervention are key to preventing DKD. Therefore, a model to classify people according to their risk for developing DKD was developed previously and used in the current analysis to assess the effect of semaglutide versus placebo on primary DKD prevention.
    METHODS: Participants with type 2 diabetes from the randomized, double-blind, placebo-controlled SUSTAIN 6 trial without DKD at baseline who received 0.5/1.0 mg semaglutide or placebo were grouped by baseline DKD risk, calculated using a validated model. The main post hoc outcome was the effect of semaglutide versus placebo on the proportion of participants who developed DKD [urinary albumin/creatinine ratio (UACR) ≥30 mg/g and/or estimated glomerular filtration rate <60 mL/min/1.73 m2]. Additional post hoc outcomes included changes in DKD risk score, UACR and estimated glomerular filtration rate over time.
    RESULTS: Of the total 1139 participants included in the analysis, 28.7% developed DKD; more participants with a high DKD risk (952/1139) developed DKD. Semaglutide significantly reduced the risk of developing DKD in both the total [odds ratio 0.56 (95% confidence interval: 0.42; 0.74; p < 0.0001)], and high DKD risk population [odds ratio 0.51 (95% confidence interval: 0.38; 0.69; p < 0.0001)] and significantly delayed DKD development versus placebo. The beneficial effects of semaglutide were largely driven by UACR changes. The number needed to treat for semaglutide in the high DKD risk population was 7.
    CONCLUSIONS: This post hoc study indicates that semaglutide may have beneficial effects on primary DKD prevention in people with T2D.
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  • 文章类型: Meta-Analysis
    人们对使用补充疗法预防疾病和维持健康的兴趣日益浓厚。此外,结合运动的补充疗法在老年人中变得越来越普遍,因此可能是心血管疾病(CVD)一级和二级预防的关键策略。运动疗法,作为预防和治疗心血管疾病的手段,已逐步应用于临床。它具有降低死亡率的优点,改善临床症状,恢复身体机能,提高生活质量。近年来,八段锦、气功等中国传统体育发展迅速。因此,需要进行全面的系统评价,以检查健康成年人或心血管疾病风险增加人群中涉及八段锦运动的干预措施,以确定八段锦运动对心血管疾病一级预防的有效性.
    探讨八段锦运动干预对心血管疾病一级预防的效果。
    从成立到7月,系统地搜索了八个数据库,2024年为随机对照试验(RCTs),评价八段锦运动干预对心血管疾病的影响。检索词为“心血管疾病”“八段锦”和“随机对照”。“Cochrane风险评估工具用于评估研究质量,并使用Rev.进行荟萃分析。Man5.4软件。
    对1,755名符合纳入标准的参与者进行了17项完成试验。所有17项研究均在中国进行。荟萃分析表明,八段锦运动疗法可以通过降低高血压患者的全因死亡率(RR=0.55,95%CI:0.44-0.68,p<0.01)和卒中死亡率(RR=0.49,95%CI:0.36-0.66,p<0.01)来提供长期益处(20-30年)。亚组分析表明,八段锦运动疗法可降低原发性高血压患者的SBP(MD=-4.05,95%CI=-6.84至-1.26,p<0.01)和DBP(MD=-3.21,95%CI=-5.22至-1.20,p<0.01)水平,显着降低血清TC(MD=-0.78,95%CI=-1.06至-0.50,p<0.01),TG(MD=-0.78,95%CI=-0.93至-0.62,p<0.01),和LDL-C(MD=-0.76,95%CI=-0.92至-0.60,p<0.01)水平,增加HDL-C(MD=0.32,95%CI=0.14-0.51,p<0.01)水平,并对心血管功能产生有益的影响。此外,它可以减轻焦虑(MD=-3.37,95%CI=-3.84至-2.89,p<0.01)并改善睡眠质量(MD=-2.68,95%CI=-3.63至-1.73,p<0.01)。
    八段锦运动疗法可以改善心血管疾病患者的身心状况和生活质量,值得在临床上进一步推广和应用。
    PROSPERO,标识符:https://www.crd.约克。AC.uk/prospro/display_record.php?ID=CRD42024496934。
    UNASSIGNED: There is a growing interest in the use of complementary therapies for the prevention of disease and the maintenance of health. Furthermore, complementary therapies that incorporate exercise are becoming increasingly prevalent among the older adult, and thus may represent a crucial strategy for the primary and secondary prevention of cardiovascular disease (CVD). Exercise therapy, as a means to prevent and treat cardiovascular diseases, has been gradually applied in clinical practice. It has the advantages of reducing mortality, improving clinical symptoms, restoring physical function and improving quality of life. In recent years, traditional Chinese sports such as Ba Duan Jin and Qigong have developed rapidly. Therefore, a comprehensive systematic review is required to examine interventions involving Ba Duan Jin exercise in healthy adults or those at increased risk of CVD in order to determine the effectiveness of Ba Duan Jin exercise for the primary prevention of CVD.
    UNASSIGNED: To investigate the effect of Ba Duan Jin exercise intervention for the primary prevention of cardiovascular diseases.
    UNASSIGNED: Eight databases were systematically searched from inception to July, 2024 for randomized controlled trials (RCTs) to evaluated the impact of Ba Duan Jin exercise intervention on cardiovascular diseases. The search terms were \"Cardiovascular diseases\" \"Ba Duan Jin\" and \"Randomized controlled.\" The Cochrane risk assessment tool was used to evaluate the study quality, and the meta-analysis was performed using Rev. Man 5.4 software.
    UNASSIGNED: Seventeen completed trials were conducted with 1,755 participants who were randomly assigned and met the inclusion criteria. All 17 studies were conducted in China. The meta-analysis indicates that Ba Duan Jin exercise therapy can provide long-term benefits (20-30 years) by reducing all-cause mortality (RR = 0.55, 95% CI: 0.44-0.68, p < 0.01) and stroke mortality (RR = 0.49, 95% CI: 0.36-0.66, p < 0.01) in hypertensive patients. Subgroup analyses reveal that Ba Duan Jin exercise therapy decreases SBP (MD = -4.05, 95% CI = -6.84 to -1.26, p < 0.01) and DBP (MD = -3.21, 95% CI = -5.22 to -1.20, p < 0.01) levels in patients with essential hypertension, significantly reduces serum TC (MD = -0.78, 95% CI = -1.06 to -0.50, p < 0.01), TG (MD = -0.78, 95% CI = -0.93 to -0.62, p < 0.01), and LDL-C (MD = -0.76, 95% CI = -0.92 to -0.60, p < 0.01) levels in patients with hyperlipidemia, increases HDL-C (MD = 0.32, 95% CI = 0.14-0.51, p < 0.01) levels, and produces beneficial effects on cardiovascular function. Additionally, it can alleviate anxiety (MD = -3.37, 95% CI = -3.84 to -2.89, p < 0.01) and improve sleep quality (MD = -2.68, 95% CI = -3.63to -1.73, p < 0.01).
    UNASSIGNED: Ba Duan Jin exercise therapy can improve the physical and mental condition and quality of life of patients with cardiovascular diseases, and it is worthy of further promotion and application in clinical practice.
    UNASSIGNED: PROSPERO, identifier: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42024496934.
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  • 文章类型: Journal Article
    背景:常规的经静脉植入式心脏复律除颤器(TV-ICD)是用于左心室射血分数(LVEF)降低的患者的一级预防心源性猝死(SCD)的标准设备。尽管如此,它的使用与铅相关的并发症有关,包括感染和故障。皮下植入式心脏复律除颤器(S-ICD)提供了一种替代选择,无需经静脉导线,但具有局限性。在LVEF受损的患者中植入TV-ICD或S-ICD以进行SCD一级预防的决定存在争议。一些随机对照试验和大型观察性研究证实了S-ICD和TV-ICD在此类人群中的类似安全性和有效性。
    方法:进行了文献综述,以比较皮下(S-ICD)和经静脉(TV-ICD)植入式心脏复律除颤器的转归。包括PubMed在内的数据库,MEDLINE,和Cochrane被搜索相关的同行评审的文章。根据相关性和质量选择研究。关键结果,如并发症发生率,功效,和患者生存率在比较表中进行了总结.
    结果:强调了影响在LVEF患者中选择TV-ICD和S-ICD用于SCD一级预防的不同因素,以指导在不同患者人群中选择合适的设备。此外,关于SICD与无引线起搏器结合的未来观点,并讨论了血管外植入式心律转复除颤器的最新进展。
    结论:S-ICD为降低射血分数的一级预防提供了安全有效的选择。未来的发展,包括并入无引线起搏器,将增加选择的武器库,以保护患者免受心脏猝死。
    BACKGROUND: Conventional transvenous implantable cardioverter-defibrillator (TV-ICD) is the standard device used for primary prevention of sudden cardiac death (SCD) in patients with reduced left ventricular ejection fraction (LVEF). Nonetheless its use is associated with lead-related complications including infection and malfunction. A subcutaneous implantable cardioverter-defibrillator (S-ICD) offers an alternative option without the need for a transvenous lead but has limitations. The decision to implant a TV-ICD or S-ICD in patients with impaired LVEF for primary prevention of SCD is controversial. Several randomised controlled trials and large observational studies have confirmed similar safety and efficacy of S-ICDs and TV-ICDs in such population.
    METHODS: A literature review was conducted to compare the outcomes of subcutaneous (S-ICD) versus transvenous (TV-ICD) implantable cardioverter-defibrillators. Databases including PubMed, MEDLINE, and Cochrane were searched for relevant peer-reviewed articles. Studies were selected based on relevance and quality. Key outcomes like complication rates, efficacy, and patient survival were summarized in a comparative table.
    RESULTS: Different factors that influence the choice between an TV-ICD and S-ICD for primary prevention of SCD in patients with LVEF are highlighted to guide selection of the appropriate device in different patient populations. Moreover, future perspective on the combination of SICD with leadless pacemaker, and the latest development of the extravascular implantable cardioverter defibrillator are also discussed.
    CONCLUSIONS: S-ICD offers a safe and efficacious option to primary prevention in reduced ejection fraction. Future development including incorporation of leadless pacemaker will add to the arsenal of choice to protect patients from sudden cardiac death.
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  • 文章类型: Journal Article
    研究结果与叶酸对中风一级预防的影响不一致。这项研究的目的是使用观察性研究和随机对照试验(RCTs)的数据来分析叶酸与中风一级预防之间的关系。
    在PubMed数据库中搜索了截至2024年6月出版的合格出版物,WebofScience和Embase。这项研究包括所有观察性研究和叶酸的RCT,以首次中风为报告终点。将相对风险(RR)和95%置信区间(CIs)合并在随机效应模型中,以评估叶酸对中风一级预防的影响。
    来自12个观察出版物和16个研究的结果,包括312320名参与者,联合探讨膳食叶酸摄入与卒中一级预防之间的关系。结果显示,高膳食叶酸摄入量与中风发生率降低17%相关(RR:0.83;95%CI:0.73-0.94)。在没有谷物强化的地区,膳食叶酸的作用更大(RR:0.80;95%CI:0.67-0.95)。来自12个随机对照试验的汇总结果,共有75,042名参与者,表明补充叶酸与卒中一级预防无关(RR:0.92;95%CI:0.80-1.05),但在没有谷物强化的地区补充叶酸是有效的(RR:0.78;95%CI:0.68-0.89)。
    我们的荟萃分析表明,膳食叶酸在中风一级预防中有效,仅在没有谷物强化的地区,补充叶酸对中风的一级预防有效。
    https://www.crd.约克。AC.uk/PROSPERO/#myprospro,标识符CRD42024516991。
    UNASSIGNED: Results from studies were inconsistent with regard to the effect of folic acid on the primary prevention of stroke. The aim of this study was to analyze the association between folic acid and the primary prevention of stroke using the data from observational studies and randomized controlled trials (RCTs).
    UNASSIGNED: Eligible publications published until June 2024 were searched in the database of PubMed, Web of Science and Embase. This study included all observational studies and RCTs of folic acid with first stroke as the reporting endpoints. Relative risks (RRs) and 95% confidence intervals (CIs) were pooled in the random-effects model to assess the effect of folic acid on the primary prevention of stroke.
    UNASSIGNED: Results from 12 observational publications with 16 research, including 312,320 participants, were combined to explore the association between dietary folic acid intake and the primary prevention of stroke. The results showed that high dietary folic acid intake was associated with a 17% reduction in stroke incidence (RR:0.83; 95% CI: 0.73-0.94), and the effect of dietary folic acid was greater in areas without grain fortification (RR:0.80; 95% CI: 0.67-0.95). The pooled results from 12 RCTs, totaling 75,042 participants, indicated that folic acid supplementation was not associated with the stroke primary prevention (RR:0.92; 95% CI: 0.80-1.05), but folic acid supplementation was effective in areas without grain fortification (RR:0.78; 95% CI: 0.68-0.89).
    UNASSIGNED: Our meta-analysis demonstrated that dietary folic acid is effective in stroke primary prevention, and folic acid supplementation is effective in stroke primary prevention only in areas without grain fortification.
    UNASSIGNED: https://www.crd.york.ac.uk/PROSPERO/#myprospero, identifier CRD42024516991.
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  • 文章类型: Journal Article
    补充辅酶Q10(CoQ10)似乎与较低的血压有关。然而,目前尚不清楚食物来源的CoQ10是否会影响一般成人的新发高血压.这项研究调查了一般人群中膳食辅酶Q10摄入量与新发高血压之间的关系。纳入了中国健康与营养调查(CHNS)前瞻性队列研究中基线无高血压的参与者(n=11,428)。通过经过验证的饮食召回和食物称重方法收集饮食中的辅酶Q10摄入量。使用多变量Cox比例风险模型和有限的三次样条分析了饮食中辅酶Q10摄入量与新发高血压之间的线性和非线性关系。在随访期间(中位数:6年),记录了4006例新发高血压病例。与非消费者相比,风险比(HR)和95%置信区间(CI)从五分之一2到4总膳食CoQ10为0.83(0.76,0.91),0.86(0.78,0.94)和1.01(0.92,1.11);总植物源性辅酶Q10为0.80(0.73,0.88),1.00(0.91,1.09)和1.10(1.00,1.20);动物源性辅酶Q10为0.65(0.59,0.71),0.58(0.53,0.64)和0.68(0.62,0.75)。在适度摄入时风险最低,呈非线性关系(P非线性<0.05)。此外,在不饮酒或低脂饮食的个体中,总体负相关更强.适度的长期饮食摄入辅酶Q10可能对新发高血压具有保护作用。然而,呈非线性关系,过量摄入可能会增加中国人群新发高血压的风险.
    Coenzyme Q10 (CoQ10) supplementation appears to be associated with a lower blood pressure. Nevertheless, it remains unclear whether food-sourced CoQ10 will affect new-onset hypertension in general adults. This study investigated the relationship between dietary CoQ10 intake and new-onset hypertension among the general population. Participants without hypertension at baseline from the China Health and Nutrition Survey (CHNS) prospective cohort study were included (n = 11,428). Dietary CoQ10 intake was collected by validated dietary recalls and the food weighing method. Linear and non-linear relationships between dietary CoQ10 intake and new-onset hypertension were analyzed using multivariable Cox proportional hazards models and restricted cubic splines. During follow-up (median: 6 years), 4006 new-onset hypertension cases were documented. Compared with non-consumers, the hazard ratio (HR) and 95% confidence interval (CI) from quintile 2 to 4 total dietary CoQ10 were 0.83 (0.76, 0.91), 0.86 (0.78, 0.94) and 1.01 (0.92, 1.11); total plant-derived CoQ10 were 0.80 (0.73, 0.88), 1.00 (0.91, 1.09) and 1.10 (1.00, 1.20); and animal-derived CoQ10 were 0.65 (0.59, 0.71), 0.58 (0.53, 0.64) and 0.68 (0.62, 0.75). The lowest risk was found at moderate intake, with a non-linear relationship (P nonlinearity < 0.05). Furthermore, the overall inverse association was stronger among individuals without alcohol consumption or eating a low-fat diet. Moderate long-term dietary CoQ10 intake might be protective against new-onset hypertension. However, it follows a non-linear relationship and excessive intake may increase the risk of new-onset hypertension in the Chinese population.
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  • 文章类型: Journal Article
    在非高风险个体中,基于风险类别的动脉粥样硬化性心血管疾病(ASCVD)筛查策略可能比一刀切的方法更具成本效益.然而,当前的决策受到缺乏研究证据的制约。我们旨在探索中国人群中ASCVD一级预防非高危人群的基于风险类别的筛查间隔策略。
    我们使用了来自中国嘉道理生物库(CKB)的28,624名参与者的数据,这些参与者至少完成了两次实地调查。风险评估工具是基于CKB队列开发的10年ASCVD风险预测模型。我们构建了多状态马尔可夫模型来模拟疾病进展并估计不同风险类别之间的转移概率。对于每个筛选间隔方案,计算了10年期间在高风险状态下未识别的总人数年。我们还估计了预防的ASCVD事件的数量,获得的质量调整生命年(QALYs),与三年一次的筛查方案相比,节省了成本。
    与统一的三年协议相比,大多数基于风险类别的筛查间隔方案将及时识别更多高风险个体,从而防止更多的ASCVD事件并获得QALY。其中一些将减少总的医疗保健费用。协议,使用了6年,3年,和2年的低风险筛查间隔,中低风险,和中等高危人群,是最优的,并将高风险类别中未识别的人年减少17.9%(95%CI:13.1%-21.9%),因此,在10年的时间内,30-79岁的中国成年人估计可预防113,000(95%CI:83-138)硬ASCVD事件。当使用较低成本的他汀类药物治疗时,更多的筛选方案将获得QALY,同时节省成本。
    对于ASCVD的一级预防,在中国人群中,基于风险类别的筛查方案优于一刀切的方法.
    这项工作得到了国家自然科学基金(82192904,82388102,82192900)和国家重点研发计划(2023YFC2509400)的资助。CKB基线调查和首次重新调查得到了香港嘉道理慈善基金会的资助。长期随访得到英国惠康信托基金(212946/Z/18/Z,202922/Z/16/Z,104085/Z/14/Z,088158/Z/09/Z),国家重点研发计划资助(2016YFC0900500),国家自然科学基金(81390540,91846303,81941018),和中国科技部(2011BAI09B01)。
    UNASSIGNED: In non-high-risk individuals, risk-category-based atherosclerotic cardiovascular disease (ASCVD) screening strategies may be more cost-effective than one-size-fits-all approaches. However, current decisions are constrained by a lack of research evidence. We aimed to explore appropriate risk-category-based screening interval strategies for non-high-risk individuals in ASCVD primary prevention in the Chinese population.
    UNASSIGNED: We used data from 28,624 participants in the China Kadoorie Biobank (CKB) who had completed at least two field surveys. The risk assessment tools were the 10-year ASCVD risk prediction models developed based on the CKB cohort. We constructed multistate Markov models to model disease progression and estimate transition probabilities between different risk categories. The total person-years spent unidentified in the high-risk state over a 10-year period were calculated for each screening interval protocol. We also estimated the number of ASCVD events prevented, quality-adjusted life years (QALYs) gained, and costs saved when compared to the 3-yearly screening protocol.
    UNASSIGNED: When compared to the uniform 3-yearly protocol, most risk-category-based screening interval protocols would identify more high-risk individuals timely, thus preventing more ASCVD events and gaining QALYs. A few of them would reduce total health-care costs. The protocol, which used 6-year, 3-year, and 2-year screening intervals for low-risk, intermediate-low-risk, and intermediate-high risk individuals, was optimal, and would reduce the person-years spent unidentified in the high-risk category by 17.9% (95% CI: 13.1%-21.9%), thus preventing an estimated 113 thousand (95% CI: 83-138) hard ASCVD events for Chinese adults aged 30-79 over a 10-year period. When using a lower cost of statin therapy, more screening protocols would gain QALYs while saving costs.
    UNASSIGNED: For the primary prevention of ASCVD, risk-category-based screening protocols outperformed the one-size-fits-all approach in the Chinese population.
    UNASSIGNED: This work was supported by National Natural Science Foundation of China (82192904, 82388102, 82192900) and grants (2023YFC2509400) from the National Key R&D Program of China. The CKB baseline survey and the first re-survey were supported by a grant from the Kadoorie Charitable Foundation in Hong Kong. The long-term follow-up is supported by grants from the UK Wellcome Trust (212946/Z/18/Z, 202922/Z/16/Z, 104085/Z/14/Z, 088158/Z/09/Z), grants (2016YFC0900500) from the National Key R&D Program of China, National Natural Science Foundation of China (81390540, 91846303, 81941018), and Chinese Ministry of Science and Technology (2011BAI09B01).
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  • 文章类型: Journal Article
    关于他汀类药物用于老年人心血管疾病(CVD)一级预防的证据需要扩展和更新,旨在为临床实践提供进一步的指导。
    PubMed,EMBASE,搜索了Cochrane图书馆和WebofScience,以比较他汀类药物使用与老年人(年龄≥65岁)不使用他汀类药物进行CVD一级预防。主要结果是全因死亡率,CVD死亡率,冠心病(CHD)/心肌梗死(MI),卒中和总CV事件。在随机效应模型中,将每个相关结果的风险估计值合成为具有95%置信区间(95%CI)的风险比(HR)。
    纳入了12项符合条件的观察性研究(n=1,627,434)。汇总结果表明,他汀类药物的使用与全因死亡率的风险显着降低相关(HR:0.54,95%CI:0.46-0.63),CVD死亡率(HR:0.51,95%CI:0.39-0.65),冠心病/心肌梗死(HR:0.83,95%CI:0.69-1.00),卒中(HR:0.79,95%CI:0.68-0.92)和总CV事件(HR:0.75,95%CI:0.66-0.85).在较高的年龄(≥70岁,HR:0.56,95%CI:0.44-0.71;≥75岁,HR:0.70,95%CI:0.60-0.80;≥85岁,HR:0.85,95%CI:0.74-0.97),≥20%(HR:0.47,95%CI:0.35-0.62)和<20%糖尿病人群(HR:0.50,95%CI:0.40-0.64),和≥50%(HR:0.68,95%CI:0.59-0.79)和<50%高血压人群(HR:0.38,95%CI:0.16-0.88)。
    他汀类药物的使用占46%,49%,17%,全因死亡率风险降低21%和25%,CVD死亡率,CHD/MI,老年患者的卒中和总CV事件,分别。对于CVD一级预防,老年患者和≥75岁的个体也有显著的相关性。
    UNASSIGNED: Evidence on statin use for primary prevention of cardiovascular disease (CVD) in older people needs to be extended and updated, aiming to provide further guidance for clinical practice.
    UNASSIGNED: PubMed, EMBASE, Cochrane Library and Web of Science were searched for eligible observational studies comparing statin use vs. no-statin use for primary prevention of CVD in older people (age ≥ 65 years). The primary outcomes were all-cause mortality, CVD mortality, coronary heart disease (CHD)/myocardial infraction (MI), stroke and total CV events. Risk estimates of each relevant outcome were synthesized as a hazard ratio (HR) with 95% confidence interval (95% CI) using in the random-effects model.
    UNASSIGNED: Twelve eligible observational studies (n = 1,627,434) were enrolled. The pooled results suggested that statin use was associated with a significantly decreased risk of all-cause mortality (HR: 0.54, 95% CI: 0.46-0.63), CVD mortality (HR: 0.51, 95% CI: 0.39-0.65), CHD/MI (HR: 0.83, 95% CI: 0.69-1.00), stroke (HR: 0.79, 95% CI: 0.68-0.92) and total CV events (HR: 0.75, 95% CI: 0.66-0.85). The association in all-cause mortality still remained obvious at higher ages ( ≥ 70 years old, HR: 0.56, 95% CI: 0.44-0.71; ≥ 75 years old, HR: 0.70, 95% CI: 0.60-0.80; ≥ 85 years old, HR: 0.85, 95% CI: 0.74-0.97), ≥ 20% (HR: 0.47, 95% CI: 0.35-0.62) and < 20% diabetic populations (HR: 0.50, 95% CI: 0.40-0.64), and ≥ 50% (HR: 0.68, 95% CI: 0.59-0.79) and < 50% hypertensive populations (HR: 0.38, 95% CI: 0.16-0.88).
    UNASSIGNED: Statin use was related to a 46%, 49%, 17%, 21% and 25% risk reduction on all-cause mortality, CVD mortality, CHD/MI, stroke and total CV events in older patients, respectively. The significant association was also addressed in older patients and ≥ 75 years old individuals for CVD primary prevention.
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  • 文章类型: Journal Article
    早期识别冠状动脉疾病(CAD)可以延缓其进展并显着降低死亡率。敏感,具体,迫切需要在社区人群筛查中评估个体CAD风险的成本效益和非侵入性指标。
    从中国三个临床中心招募了3112名CAD患者和3182名对照,并比较基线和临床特征的差异。对于发现队列,最小绝对收缩和选择算子(LASSO)回归用于识别显著特征和四种机器学习算法(逻辑回归,支持向量机(SVM),应用随机森林(RF)和极端梯度增强(XGBoost))构建CAD风险评估模型,采用受试者工作特征(ROC)曲线和精确召回率(PR)曲线评价其预测准确性.通过Shapley加性解释(SHAP)分析解释最佳模型,并通过ROC曲线进行评估。校正曲线,和决策曲线分析(DCA),并通过两个外部队列进行验证。
    使用LASSO过滤,所有纳入变量均被认为具有统计学显著性.基于这些特征构建了四种机器学习模型,ROC和PR曲线的结果表明,XGBoost模型表现出最高的预测性能,结果产生了0.988(95%CI:0.986-0.991)的高ROC曲线面积(AUC),以区分CAD患者和对照组,敏感性为94.6%,特异性为94.6%。校准曲线表明,预测结果与实际观测结果吻合良好,和DCA在广泛的阈值概率范围内表现出更好的净收益。模型的外部验证也表现出良好的判别性能,AUC,灵敏度,特异性为0.953(95%CI:0.945-0.960),89.9%,验证队列中的87.1%,和0.935(95%CI:0.915-0.955),82.0%,在复制队列中占90.3%。
    我们的模型为临床实践提供了丰富的信息,并将有助于一级预防和定制CAD患者的精确管理。
    UNASSIGNED: Early recognition of coronary artery disease (CAD) could delay its progress and significantly reduce mortality. Sensitive, specific, cost-efficient and non-invasive indicators for assessing individual CAD risk in community population screening are urgently needed.
    UNASSIGNED: 3112 patients with CAD and 3182 controls were recruited from three clinical centers in China, and differences in baseline and clinical characteristics were compared. For the discovery cohort, the least absolute shrinkage and selection operator (LASSO) regression was used to identify significant features and four machine learning algorithms (logistic regression, support vector machine (SVM), random forest (RF) and extreme gradient boosting (XGBoost)) were applied to construct models for CAD risk assessment, the receiver operating characteristics (ROC) curve and precision-recall (PR) curve were conducted to evaluate their predictive accuracy. The optimal model was interpreted by Shapley additive explanations (SHAP) analysis and assessed by the ROC curve, calibration curve, and decision curve analysis (DCA) and validated by two external cohorts.
    UNASSIGNED: Using LASSO filtration, all included variables were considered to be statistically significant. Four machine learning models were constructed based on these features and the results of ROC and PR curve implied that the XGBoost model exhibited the highest predictive performance, which yielded a high area of ROC curve (AUC) of 0.988 (95% CI: 0.986-0.991) to distinguish CAD patients from controls with a sensitivity of 94.6% and a specificity of 94.6%. The calibration curve showed that the predicted results were in good agreement with actual observations, and DCA exhibited a better net benefit across a wide range of threshold probabilities. External validation of the model also exhibited favorable discriminatory performance, with an AUC, sensitivity, and specificity of 0.953 (95% CI: 0.945-0.960), 89.9%, and 87.1% in the validation cohort, and 0.935 (95% CI: 0.915-0.955), 82.0%, and 90.3% in the replication cohort.
    UNASSIGNED: Our model is highly informative for clinical practice and will be conducive to primary prevention and tailoring the precise management for CAD patients.
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  • DOI:
    文章类型: Journal Article
    目的:从鄞州的中国电子健康档案研究(CHERRY)研究中,评估在社区人群中启动抗高血压治疗对心血管疾病一级预防的不同策略的健康效益和干预效率。
    方法:使用决策分析马尔可夫模型来模拟和比较不同的降压启动策略,包括:策略1,对收缩压(SBP)≥140mmHg的中国成年人开始降压治疗(2020年中国心血管疾病一级预防指南);策略2,对SBP≥130mmHg的中国成年人开始降压治疗;策略3,对SBP≥140mmHg的中国成年人开始降压治疗,或SBP在130至140mmHg之间且具有心血管疾病的高风险(2017年美国心脏病学会/美国心脏协会预防指南,检测,评估,和成人高血压的管理);策略4,对SBP≥160mmHg的中国成年人开始降压治疗,或SBP在140至160mmHg之间且心血管疾病的高风险(2019年英国国家健康与护理卓越研究所成人高血压指南:诊断和管理)。根据2019年世界卫生组织心血管疾病风险图表,高10年心血管风险被定义为预测风险超过10%。不同的策略用马尔可夫模型模拟了十年(周期),参数主要来自CHERRY研究或发表的文献。经过十个周期的模拟,质量调整生命年数(QALY),计算心血管事件和全因死亡,以评估每种策略的健康益处,计算每个心血管事件或全因死亡需要治疗的数量(NNT),以评估干预效果.对心血管疾病发病率的不确定度进行单因素敏感性分析,对干预措施风险比的不确定度进行概率敏感性分析。
    结果:共纳入213987名35-79岁无心血管疾病的中国成年人。与策略1相比,策略2中可以预防的心血管事件数量增加了666(95%UI:334-975),而每次预防心血管事件的NNT增加了10(95%UI:7-20)。与策略1相反,策略3中可以预防的心血管事件数量增加了388(95%UI:194-569),预防的每次心血管事件的NNT减少了6(95%UI:4-12),表明策略3具有更好的健康益处和干预效率。与策略1相比,尽管在策略4中可以预防的心血管事件数量减少了193(95%UI:98-281),但预防的每个心血管事件的NNT减少了18(95%UI:13-37),效率更高。敏感性分析结果一致。
    结论:在中国经济发达地区开始抗高血压治疗时,结合心血管风险评估的策略比单纯基于SBP阈值的策略更有效.建议采用不同SBP阈值的心血管风险评估策略,以平衡不同人群的健康益处和干预效率。
    OBJECTIVE: To evaluate the health benefits and intervention efficiency of different strategies of initiating antihypertensive therapy for the primary prevention of cardiovascular diseases in a community-based Chinese population from the Chinese electronic health records research in Yinzhou (CHERRY) study.
    METHODS: A decision-analytic Markov model was used to simulate and compare different antihypertensive initiation strategies, including: Strategy 1, initiation of antihypertensive therapy for Chinese adults with systolic blood pressure (SBP) ≥140 mmHg (2020 Chinese guideline on the primary prevention of cardiovascular diseases); Strategy 2, initiation of antihypertensive therapy for Chinese adults with SBP ≥130 mmHg; Strategy 3, initiation of antihypertensive therapy for Chinese adults with SBP≥140 mmHg, or with SBP between 130 and 140 mmHg and at high risk of cardiovascular diseases (2017 American College of Cardiology/American Heart Association guideline for the prevention, detection, evaluation, and management of high blood pressure in adults); Strategy 4, initiation of antihypertensive therapy for Chinese adults with SBP≥160 mmHg, or with SBP between 140 and 160 mmHg and at high risk of cardiovascular diseases (2019 United Kingdom National Institute for Health and Care Excellence guideline for the hypertension in adults: Diagnosis and management). The high 10-year cardiovascular risk was defined as the predicted risk over 10% based on the 2019 World Health Organization cardiovascular disease risk charts. Different strategies were simulated by the Markov model for ten years (cycles), with parameters mainly from the CHERRY study or published literature. After ten cycles of simulation, the numbers of quality-adjusted life years (QALY), cardiovascular events and all-cause deaths were calculated to evaluate the health benefits of each strategy, and the numbers needed to treat (NNT) for each cardiovascular event or all-cause death could be prevented were calculated to assess the intervention efficiency. One-way sensitivity analysis on the uncertainty of incidence rates of cardiovascular disease and probabilistic sensitivity analysis on the uncertainty of hazard ratios of interventions were conducted.
    RESULTS: A total of 213 987 Chinese adults aged 35-79 years without cardiovascular diseases were included. Compared with strategy 1, the number of cardiovascular events that could be prevented in strategy 2 increased by 666 (95% UI: 334-975), while the NNT per cardiovascular event prevented increased by 10 (95% UI: 7-20). In contrast to strategy 1, the number of cardiovascular events that could be prevented in strategy 3 increased by 388 (95% UI: 194-569), and the NNT per cardiovascular event prevented decreased by 6 (95% UI: 4-12), suggesting that strategy 3 had better health benefits and intervention efficiency. Compared to strategy 1, although the number of cardiovascular events that could be prevented decreased by 193 (95% UI: 98-281) in strategy 4, the NNT per cardiovascular event prevented decreased by 18 (95% UI: 13-37) with better efficiency. The results were consistent in the sensitivity analyses.
    CONCLUSIONS: When initiating antihypertensive therapy in an economically developed area of China, the strategy combined with cardiovascular risk assessment is more efficient than those purely based on the SBP threshold. The cardiovascular risk assessment strategy with different SBP thresholds is suggested to balance health benefits and intervention efficiency in diverse populations.
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