older people

老年人
  • 文章类型: Journal Article
    背景:认知障碍(CI)在老年人中很常见,尤其是那些肾功能不全的人.我们的目的是探讨肾功能之间的复杂关系,营养状况,无晚期慢性肾脏病(CKD)和严重CI的老年人。
    方法:在北京同仁医院进行了一项研究,研究对象为肾小球滤过率(eGFR)>30mL/min/1.73m2且蒙特利尔认知评估(MoCA)评分>10(n=237)的老年人(≥60岁)。使用CKD-EPI-cr-Cysc方程确定它们的eGFR。使用MoCA评估认知功能。我们使用Spearman相关分析和多变量逻辑回归分析来检验eGFR和MoCA评分之间的关系。然后,我们进行了中介分析,以找出营养指标的中介作用(迷你营养评估-简表(MNA-SF)评分,白蛋白(ALB),eGFR和MoCA评分之间的血红蛋白(HGB))。
    结果:老年人中CI的发生率为48.5%(115/237)。Spearman相关分析显示,肾功能越好,认知功能越好(R=0.297,P<0.001)。多因素logistic回归分析显示,校正年龄和性别后,eGFR每15mL/min/1.73m2下降(OR:1.415,95%置信区间:1.055-1.896,P=0.020)与CI相关。然而,调整营养指标后,eGFR与认知能力下降无关,行为危险因素,其他生物标志物,和慢性病,这表明eGFR与CI不是独立相关的。中介分析显示,MNA-SF得分(a*b=0.006(0.0002-0.012))和HGB(a*b=0.008(0.001-0.017))是eGFR和MoCA得分之间的中介因素。
    结论:肾功能下降可直接导致CI,还可通过MNA-SF评分和HGB等中介因素加剧认知缺陷。因此,纠正贫血和改善营养状况对增强老年患者的认知功能非常重要,尤其是那些肾功能不全的人.
    BACKGROUND: Cognitive impairment (CI) is common in older adults, especially those with renal dysfunction. We aimed to investigate the complex relationships among renal function, nutritional status, and CI in older people free from late chronic kidney disease (CKD) and severe CI.
    METHODS: A study of older people (≥60 years old) with an estimated glomerular filtration rate (eGFR) of >30 mL/min/1.73 m2 and Montreal Cognitive Assessment (MoCA) scores of >10 (n = 237) was conducted at Beijing Tongren Hospital. Their eGFR was determined using the CKD-EPI-cr-Cysc equation. Cognitive function was evaluated with the MoCA. We tested the relationship between eGFR and MoCA scores using Spearman correlation analysis and multivariate logistic regression analysis. We then conducted a mediation analysis to figure out the mediating roles of nutritional indicators (Mini Nutritional Assessment-Short Form (MNA-SF) scores, albumin (ALB), and haemoglobin (HGB)) between the eGFR and MoCA scores.
    RESULTS: The incidence of CI was 48.5% (115/237) in older people. Spearman correlation analysis revealed that the better the kidney function, the better the cognitive function (R = 0.297, P < 0.001). Multivariate logistic regression analysis revealed that eGFR decrease per 15 mL/min/1.73 m2 (OR: 1.415, 95% confidence interval: 1.055-1.896, P = 0.020) was related to CI after adjusting for age and sex. However, the eGFR was not associated with cognitive decline after adjusting for nutritional indicators, behavioural risk factors, other biomarkers, and chronic conditions, suggesting that eGFR is not independently associated with CI. Mediation analysis revealed that the MNA-SF scores (a*b = 0.006 (0.0002-0.012)) and HGB (a*b = 0.008 (0.001-0.017)) were mediating factors between the eGFR and MoCA scores.
    CONCLUSIONS: A decline in renal function can directly lead to CI and can also exacerbate cognitive deficits through intermediary factors such as MNA-SF scores and HGB. Therefore, correcting anaemia and improving nutritional status are significantly important for enhancing cognitive function in older patients, especially those with renal dysfunction.
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  • 文章类型: Journal Article
    背景:疼痛是一种随时间变化的动态体验,但疼痛的轨迹是否与随后的认知能力下降有关仍不得而知.这项研究的目的是确定疼痛存在和活动限制疼痛的不同轨迹,并研究它们与老年人随后的认知下降率的纵向关联。
    方法:共有5685名来自英国纵向老龄化研究(ELSA)的参与者和7619名来自健康与退休研究(HRS)的参与者。在ELSA和HRS中,疼痛存在轨迹在8年内被确定,在10年内被确定。而活动限制性疼痛的轨迹在HRS中被确定超过10年。我们利用线性混合效应模型来研究疼痛轨迹与各个领域的认知下降率之间的长期关系。包括记忆,定位,执行功能和全球认知。
    结果:确定了三个疼痛存在轨迹。中等增长和高稳定组的全球认知下降幅度大于低稳定组。此外,中等增长群体中的个体在执行功能上经历了更快的下降,而高稳定组的定向功能下降更快。确定了活动限制性疼痛的两个轨迹,适度增加的群体在定向功能和整体认知方面经历了更快的下降。
    结论:疼痛存在和活动受限疼痛的轨迹与老年人随后的认知功能下降率有关。对特定疼痛轨迹的干预可能有助于延迟特定领域的认知下降速度。
    BACKGROUND: Pain is a dynamic experience that varies over time, but it remains unknown whether trajectories of pain are associated with subsequent cognitive decline. The purpose of this study was to identify distinct trajectories of pain presence and activity-limiting pain and investigate their longitudinal associations with the rate of subsequent cognitive decline in older adults.
    METHODS: A total of 5685 participants from the English Longitudinal Study of Ageing (ELSA) and 7619 participants from the Health and Retirement Study (HRS) were included. Pain presence trajectories were identified over eight years in the ELSA and 10 years in the HRS, while trajectories of activity-limiting pain were identified over 10 years in the HRS. We utilised linear mixed-effects models to investigate the long-term relationship between pain trajectories and the rate of cognitive decline across various domains, including memory, orientation, executive function and global cognition.
    RESULTS: Three pain presence trajectories were identified. Moderate-increasing and high-stable groups exhibited steeper declines in global cognition than the low-stable group. Furthermore, individuals in the moderate-increasing group experienced a more rapid decline in executive function, while the high-stable group showed a faster decline in orientation function. Two trajectories of activity-limiting pain were identified, with the moderate-increasing group experiencing a faster decline in orientation function and global cognition.
    CONCLUSIONS: The trajectories of both pain presence and activity-limiting pain are linked to the rate of subsequent cognitive decline among older people. Interventions for specific pain trajectories might help to delay the decline rate of cognition in specific domains.
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  • 文章类型: Journal Article
    背景:Molnupiravir和尼马特雷韦-利托那韦口服药物治疗轻度至中度COVID-19。然而,这些药物在非常老(≥80岁)的有效性,住院患者仍不清楚,限制这些抗病毒药物在这一特定组中的风险-收益评估.这项研究调查了这些抗病毒药物在降低该组COVID-19住院患者死亡率方面的有效性。
    方法:使用香港全港公共医疗数据库,我们进行了一项目标试验模拟研究,数据来自于13642名符合资格的molnupiravir试验参与者和9553名nirmatrelvir-ritonavir试验参与者.主要结果是全因死亡率。使用克隆审查加权方法将不朽的时间和混杂的偏见降至最低。通过稳定的逆概率权重调整混杂偏差后,通过汇总逻辑回归估算死亡率比值比。
    结果:莫诺比拉韦(HR:0.895,95%CI:0.826-0.970)和尼马特雷韦-利托那韦(HR:0.804,95%CI:0.678-0.955)均显示年龄最大的住院患者的死亡率风险降低。在口服抗病毒治疗和疫苗接种状态之间没有观察到显著的相互作用。对于两种molnupiravir,发起者的28天死亡风险均低于非发起者(风险差异:-1.09%,95%CI:-2.29,0.11)和尼马特雷韦-利托那韦(风险差异:-1.71%,95%CI:-3.30,-0.16)试验。无论患者先前的疫苗接种状态如何,都观察到这些药物的有效性。
    结论:Molnupiravir和nirmatrelvir-ritonavir在降低住院年龄最大的COVID-19患者的死亡风险方面是中等有效的,无论其疫苗接种状态如何。
    BACKGROUND: Molnupiravir and nirmatrelvir-ritonavir are orally administered pharmacotherapies for mild to moderate COVID-19. However, the effectiveness of these drugs among very old (≥80 years), hospitalised patients remains unclear, limiting the risk-benefit assessment of these antivirals in this specific group. This study investigates the effectiveness of these antivirals in reducing mortality among this group of hospitalised patients with COVID-19.
    METHODS: Using a territory-wide public healthcare database in Hong Kong, a target trial emulation study was conducted with data from 13 642 eligible participants for the molnupiravir trial and 9553 for the nirmatrelvir-ritonavir trial. The primary outcome was all-cause mortality. Immortal time and confounding bias was minimised using cloning-censoring-weighting approach. Mortality odds ratios were estimated by pooled logistic regression after adjusting confounding biases by stabilised inverse probability weights.
    RESULTS: Both molnupiravir (HR: 0.895, 95% CI: 0.826-0.970) and nirmatrelvir-ritonavir (HR: 0.804, 95% CI: 0.678-0.955) demonstrated moderate mortality risk reduction among oldest-old hospitalised patients. No significant interaction was observed between oral antiviral treatment and vaccination status. The 28-day risk of mortality was lower in initiators than non-initiators for both molnupiravir (risk difference: -1.09%, 95% CI: -2.29, 0.11) and nirmatrelvir-ritonavir (risk difference: -1.71%, 95% CI: -3.30, -0.16) trials. The effectiveness of these medications was observed regardless of the patients\' prior vaccination status.
    CONCLUSIONS: Molnupiravir and nirmatrelvir-ritonavir are moderately effective in reducing mortality risk among hospitalised oldest-old patients with COVID-19, regardless of their vaccination status.
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  • 文章类型: Journal Article
    背景:先前的观察性研究表明虚弱与关节炎之间存在复杂的关联。
    目的:探讨虚弱指数与常见关节炎发病风险之间的遗传因果关系。
    方法:我们进行了大规模孟德尔随机化(MR)分析,以评估英国生物库(UKB)中虚弱指数与常见关节炎风险的关联,还有FinnGen生物库.关于脆弱的全基因组关联统计摘要,由脆弱指数定义,和常见的关节炎,包括类风湿性关节炎(RA),骨关节炎(OA),银屑病关节炎(PSA),强直性脊柱炎(AS)。逆方差权重(IVW)方法作为主要的MR分析。还进行了异质性测试和敏感性分析。
    结果:我们的结果表明虚弱指数与OA风险增加之间存在遗传关联,UKB中的比值比(OR)IVW为1.03(95%置信区间[CI]:1.01-1.05;P=0.007),FinnGen的ORIVW为1.55(95%CI:1.16-2.07;P=0.003)。对于RA,UKB和FinnGen的ORIVW分别为1.03(1.01-1.05,P=0.006)和4.57(1.35-96.49;P=0.025)。对于PSA,虚弱指数与PSA相关(ORIVW=4.22(1.21-14.67),P=0.023)在FinnGen中,不在UKB中(P>0.05)。然而,虚弱指数与AS无相关性(P>0.05)。这些结果在敏感性评估中保持一致。
    结论:这项研究证明了一个潜在的因果关系,即虚弱指数的遗传倾向与关节炎的风险有关,尤其是RA,OA,PSA,不是,而是as。我们的发现丰富了该主题的现有知识体系。
    BACKGROUND: Previous observational studies indicated a complex association between frailty and arthritis.
    OBJECTIVE: To investigate the genetic causal relationship between the frailty index and the risk of common arthritis.
    METHODS: We performed a large-scale Mendelian randomization (MR) analysis to assess frailty index associations with the risk of common arthritis in the UK Biobank (UKB), and the FinnGen Biobank. Summary genome-wide association statistics for frailty, as defined by the frailty index, and common arthritis including rheumatoid arthritis (RA), osteoarthritis (OA), psoriatic arthritis (PSA), and ankylosing spondylitis (AS). The inverse-variance weight (IVW) method served as the primary MR analysis. Heterogeneity testing and sensitivity analysis were also conducted.
    RESULTS: Our results denoted a genetic association between the frailty index with an increased risk of OA, the odds ratio (OR)IVW in the UKB was 1.03 (95% confidence interval [CI]: 1.01-1.05; P = 0.007), and ORIVW was 1.55 (95% CI: 1.16-2.07; P = 0.003) in the FinnGen. For RA, the ORIVW from UKB and FinnGen were 1.03 (1.01-1.05, P = 0.006) and 4.57 (1.35-96.49; P = 0.025) respectively. For PSA, the frailty index was associated with PSA (ORIVW = 4.22 (1.21-14.67), P = 0.023) in FinnGen, not in UKB (P > 0.05). However, no association was found between frailty index and AS (P > 0.05). These results remained consistent across sensitivity assessments.
    CONCLUSIONS: This study demonstrated a potential causal relationship that genetic predisposition to frailty index was associated with the risk of arthritis, especially RA, OA, and PSA, not but AS. Our findings enrich the existing body of knowledge on the subject matter.
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  • 文章类型: Journal Article
    背景:积极的孤独,作为一项有意义的活动,有助于改善健康,幸福,和老年人的生活质量。目的检验积极孤独量表(PS)在中国老年人中的信度和效度,为相关研究提供参考。
    方法:采用便利样本对来自中国10个省份的608名老年人进行了调查。
    结果:中文版的PS由9个具有一维结构的项目组成,这可以解释60.91%的方差。每个项目的因子载荷范围为0.67至0.82,社区范围为0.44至0.68。验证性因素分析显示模型拟合良好(χ2/df=2.771,RMSEA=0.076,CFI=0.972,FI=0.972,TLI=0.959,PNFI=0.665,PCFI=0.675)。从标准相关效度检验发现,PS得分与生活满意度量表(SWLS)呈显著正相关,自主性,能力,和相关性评分(r=0.45至0.44);PS评分与简短的UCLA孤独感量表(ULS-6)显着负相关,凯斯勒心理困扰量表(K10),自我消耗量表(EDS),接受和行动问卷-第二版(AAQ-II)(r=-0.27至-0.36)。量表的Cronbach'sα系数值为0.917;半信度系数值为0.928。此外,PS显示跨性别一致性.
    结论:PS在老年人中表现出良好的心理测量特征,这可以作为评估老年人积极孤独的有效工具。
    BACKGROUND: Positive solitude, taken as a meaningful activity, contributes to the improvement of health, well-being, and quality of life of older adults. The purpose of this study was to examine the reliability and validity of the Positive Solitude Scale (PS) among Chinese older to provide a reference for related research.
    METHODS: A convenience sample of 608 older people from 10 provinces in China was used to conduct the survey.
    RESULTS: The Chinese version of the PS consisted of 9 items with a unidimensional structure, which could explain 60.91% of the variance. The factor loadings of each item ranged from 0.67 to 0.82, and the communality ranged from 0.44 to 0.68. The confirmatory factor analysis showed good model fit (χ2/df = 2.771, RMSEA = 0.076, CFI = 0.972, IFI = 0.972, TLI = 0.959, PNFI = 0.665, PCFI = 0.675). It was found from the criterion-related validity test that PS scores were significantly and positively correlated with Satisfaction With Life Scale (SWLS), Autonomy, Competence, and Relatedness scores (r = 0.45 to 0.44); PS scores were significantly and negatively correlated with Short-Form UCLA Loneliness Scale (ULS-6), Kessler Psychological Distress Scale (K10), Ego Depletion Scale (EDS), and Acceptance and Action Questionnaire-2nd Edition (AAQ-II) (r = -0.27 to -0.36). The Cronbach\'s α coefficient value for the scale was 0.917; the split-half reliability coefficient value was 0.928. In addition, the PS showed cross-gender consistency.
    CONCLUSIONS: The PS presented favorable psychometric characteristics in older people, which can be used as a valid tool for assessing older people\'s positive solitude.
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  • 文章类型: Journal Article
    目前,对疗养院中的护士认为是支持他们为心力衰竭(HF)居民提供适当护理的能力的关键教育优先事项的理解有限。采用了改良的Delphi技术,就在北爱尔兰疗养院工作的护士的关键教育重点达成了共识。项目的初始列表(n=58),跨越19个领域,是使用范围审查和利益相关者访谈的结果生成的,并对现有的临床指南进行了回顾。进行了两轮调查。项目使用5分李克特量表进行展示,在第二轮中进行额外的练习,按重要性对域名进行排名。54名参与者完成了第一轮调查,34名参与者(63%)返回完成了第二轮调查。研究结果强调了在疗养院为护士提供一般HF教育和提供以人为本的护理的重要性。参与者认为,在疗养院中,有关HF管理的技术教育以及与HF相关的质量改进或研究方法较低。这项研究阐明了疗养院护士关于适用于这种护理环境的HF教育的主要优先事项。
    There is currently a limited understanding of what nurses in nursing homes view as the key education priorities to support their ability to provide the appropriate care for residents with heart failure (HF). A modified Delphi technique was utilized to gain a consensus on the key education priorities for nurses working in nursing homes in Northern Ireland. An initial list of items (n = 58), across 19 domains, was generated using the findings of a scoping review and stakeholder interviews, and a review of available clinical guidelines. Two rounds of surveys were undertaken. Items were presented using a 5-point Likert scale, with an additional exercise in the second round to rank the domains in order of importance. Fifty-four participants completed the first-round survey and 34 (63%) returned to complete the second. The findings highlight the importance of providing nurses in nursing home settings with general HF education and the delivery of person-centered care. Participants perceived education around technology for the management of HF and quality improvement or research methodologies associated with HF in nursing homes as lower priorities. This study illuminates key priorities from nursing home nurses regarding HF education that are applicable to this care setting.
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  • 文章类型: Journal Article
    本研究旨在探讨老年高血压住院患者衰弱的相关性及其对临床预后的影响。并构建该人群虚弱发生的预测模型。
    进行了一项横断面和前瞻性观察性队列研究,涉及2022年1月至6月在该机构诊断的312名老年高血压患者。使用油炸脆弱表型(FP)诊断脆弱,而Charlson合并症指数(CCI)评估了慢性病的存在。数据分析采用SPSS22.0。以虚弱为因变量进行二元logistic回归分析以确定危险因素。随访患者一年,以监测再入院率和全因死亡率。
    多元逻辑回归确定的CCI等级(P=0.030),性别(OR=21.618,95%CI:4.062-115.061,P<0.001),年龄(OR=1.147,95%CI:1.086-1.211,P<0.001),卧床状态(OR=11.620,95%CI:3.282-41.140,P<0.001),心律失常(OR=14.414,95%CI:4.558-45.585,P<0.001),心力衰竭(OR=5.439,95%CI:1.029-28.740,P<0.05),以及几个生化标记,作为虚弱的独立预测因子。建立了预测模型,表现出强大的辨别能力,受试者工作特征曲线下面积(AUC)为0.915。在体弱者中观察到再入院率和全因死亡率的统计学差异,脆弱前,和非虚弱组(P<0.001),虚弱组表现出这些不良结局的最高发生率。值得注意的是,在该队列中,虚弱是再入院的重要预测因子(P<0.05),但不是全因死亡率的重要预测因子.
    本研究建立了老年高血压患者衰弱的稳健预测模型,强调CCI等级的影响,性别,年龄,和其他临床和生化因素对虚弱的影响。该模型为医疗保健提供者提供了一个有价值的工具来识别有风险的老年人,促进心血管疾病管理的针对性干预策略。
    UNASSIGNED: This study aims to explore the correlates of frailty in hospitalized elderly hypertensive patients and its impact on clinical prognosis, and to construct a predictive model for the occurrence of frailty in this population.
    UNASSIGNED: A cross-sectional and prospective observational cohort study was conducted, involving 312 elderly hypertensive patients diagnosed at the institution from January to June 2022. Frailty was diagnosed using the Fried Frailty Phenotype (FP), while the Charlson Comorbidities Index (CCI) assessed the presence of chronic conditions. Data analysis was performed using SPSS 22.0. Binary logistic regression analysis was conducted with frailty as the dependent variable to identify risk factors. Patients were followed for one year to monitor readmission rates and all-cause mortality.
    UNASSIGNED: Multivariate logistic regression identified CCI grade (P=0.030), gender (OR=21.618, 95% CI: 4.062-115.061, P < 0.001), age (OR=1.147, 95% CI: 1.086-1.211, P < 0.001), bedridden state (OR=11.620, 95% CI: 3.282-41.140, P < 0.001), arrhythmia (OR=14.414, 95% CI: 4.558-45.585, P < 0.001), heart failure (OR=5.439, 95% CI: 1.029-28.740, P < 0.05), along with several biochemical markers, as independent predictors of frailty. A predictive model was developed, demonstrating a robust discriminative ability with an area under the receiver operating characteristic curve (AUC) of 0.915. Statistically significant differences in readmission rates and all-cause mortality were observed among the frail, pre-frail, and non-frail groups (P<0.001), with the frail group exhibiting the highest incidence of these adverse outcomes. Notably, frailty emerged as a significant predictor of readmission (P<0.05) but not of all-cause mortality in this cohort.
    UNASSIGNED: This study establishes a robust frailty prediction model for elderly hypertensive patients, highlighting the influence of CCI grade, gender, age, and other clinical and biochemical factors on frailty. The model offers a valuable tool for healthcare providers to identify at-risk elderly individuals, facilitating targeted intervention strategies for cardiovascular disease management.
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  • 文章类型: Journal Article
    背景:我们旨在研究OA与痴呆风险和脑结构异常的治疗之间的关联。
    方法:我们从英国生物银行招募了466,460名个体,以调查OA对痴呆发病率的影响。在总人口中,有63,081名参与者被诊断为OA.随后,我们根据治疗途径将OA患者分为药物和手术组。Cox回归模型探讨了OA/OA治疗与痴呆风险之间的关系,结果表示为风险比(HR)和95%置信区间(95%CI)。线性回归模型评估了OA/OA治疗与皮质结构改变的关联。
    结果:在平均11.90(±1.01)年的随访中,5627人被诊断为全因痴呆(ACD),包括2,438AD(阿尔茨海默病),1,312例VaD(血管性痴呆)病例。结果显示,OA与ACD(HR:1.116;95%CI:1.039-1.199)和AD(HR:1.127;95%CI:1.013-1.254)的风险升高相关。在药物治疗组(HR:0.746;95%CI:0.652-0.854)和手术组(HR:0.841;95%CI:0.736-0.960)中,OA治疗均降低了痴呆的风险。OA与皮质面积呈负相关,尤其是前中央,后中部和时间区域。
    结论:骨关节炎增加了患痴呆的可能性,并与局部脑萎缩有关。OA治疗降低了痴呆的风险。OA是痴呆的有希望的可改变的危险因素。
    BACKGROUND: We aimed to investigate the association between OA and treatment with dementia risk and structural brain abnormalities.
    METHODS: We recruited a total of 466,460 individuals from the UK Biobank to investigate the impact of OA on the incidence of dementia. Among the total population, there were 63,081 participants diagnosed with OA. We subsequently categorised the OA patients into medication and surgery groups based on treatment routes. Cox regression models explored the associations between OA/OA treatment and dementia risk, with the results represented as hazard ratios (HRs) and 95% confidence intervals (95% CI). Linear regression models assessed the associations of OA/OA therapy with alterations in cortical structure.
    RESULTS: During an average of 11.90 (± 1.01) years of follow-up, 5,627 individuals were diagnosed with all-cause dementia (ACD), including 2,438 AD (Alzheimer\'s disease), and 1,312 VaD (vascular dementia) cases. Results revealed that OA was associated with the elevated risk of ACD (HR: 1.116; 95% CI: 1.039-1.199) and AD (HR: 1.127; 95% CI: 1.013-1.254). OA therapy lowered the risk of dementia in both medication group (HR: 0.746; 95% CI: 0.652-0.854) and surgery group (HR: 0.841; 95% CI: 0.736-0.960). OA was negatively associated with cortical area, especially precentral, postcentral and temporal regions.
    CONCLUSIONS: Osteoarthritis increased the likelihood of developing dementia, and had an association with regional brain atrophy. OA treatment lowered the dementia risk. OA is a promising modifiable risk factor for dementia.
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  • 文章类型: Journal Article
    方法:该研究对居住在中国社区的458名患有T2D的老年人进行了回顾性调查,在2020年6月至2021年5月期间进行,以开发脆弱的预测模型。在参与者中,83例(18.1%)使用改良的虚弱表型标准诊断为虚弱。使用最小绝对收缩和选择算子(LASSO)回归和多变量逻辑回归确定了该社区居住的T2D老年人群的虚弱预测因子。这些预测因子用于构建列线图。歧视,校准,并通过C指数评估预测模型的医疗有用性,校准图,和决策曲线分析(DCA),分别。此外,预测模型的内部验证使用自举验证进行.
    结果:用于虚弱预测的列线图主要包括年龄,吸烟状况,定期锻炼,抑郁症,白蛋白(ALB)水平,睡眠状态,HbA1c,和多重用药是重要的预测因素。我们的预测模型展示了出色的辨别和校准,C指数为0.768(95%CI,0.714-0.822)和强校准证明。内部验证的C指数为0.732,进一步证实了模型的可靠性。DCA表明了列线图在识别所研究人群中的脆弱性方面的实用性。
    结论:预测模型的开发能够对社区居住的老年2型糖尿病患者的虚弱进行有价值的估计。这种基于证据的工具为社区医疗保健专业人员提供了重要的指导,以实施及时的预防措施,以减轻高危患者虚弱的发生。通过确定脆弱的预测因子,干预措施和资源可以有适当的针对性,在这一弱势群体中促进更好的整体健康结果和提高生活质量。
    METHODS: The study employed a retrospective survey of 458 older individuals with T2D residing in a Chinese community, conducted between June 2020 and May 2021, to develop a predictive model for frailty. Among the participants, 83 individuals (18.1%) were diagnosed with frailty using modified frailty phenotypic criteria. The predictors of frailty in this community-dwelling older population with T2D were determined using least absolute shrinkage and selection operator (LASSO) regression and multivariable logistic regression. These predictors were utilized to construct a nomogram. The discrimination, calibration, and medical usefulness of the prediction model were assessed through the C-index, calibration plot, and decision curve analysis (DCA), respectively. Additionally, internal validation of the prediction model was conducted using bootstrapping validation.
    RESULTS: The developed nomogram for frailty prediction predominantly incorporated age, smoking status, regular exercise, depression, albumin (ALB) levels, sleep condition, HbA1c, and polypharmacy as significant predictors. Our prediction model demonstrated excellent discrimination and calibration, as evidenced by a C-index of 0.768 (95% CI, 0.714-0.822) and strong calibration. Internal validation yielded a C-index of 0.732, further confirming the reliability of the model. DCA indicated the utility of the nomogram in identifying frailty among the studied population.
    CONCLUSIONS: The development of a predictive model enables a valuable estimation of frailty among community-dwelling older individuals with type 2 diabetes. This evidence-based tool provides crucial guidance to community healthcare professionals in implementing timely preventive measures to mitigate the occurrence of frailty in high-risk patients. By identifying established predictors of frailty, interventions and resources can be appropriately targeted, promoting better overall health outcomes and improved quality of life in this vulnerable population.
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  • 文章类型: Journal Article
    背景:10年动脉粥样硬化性心血管疾病(ASCVD)风险评分可用于预测大血管疾病,但它们与脑小血管病(CSVD)之间的关系尚不清楚。我们的研究旨在评估10年ASCVD风险评分与CSVD及其磁共振成像(MRI)标志物的相关性。
    方法:这项横断面研究纳入了多血管认知损害和vaScular事件评估研究的社区居民。在基线,我们收集了与弗雷明汉风险评分(FRS)相关的数据,合并队列方程(PCE),中国ASCVD风险预测(China-PAR)和系统冠状动脉风险评估模型2(SCORE2),并将参与者分类为低,中高群体。参与者接受了脑部MRI扫描。我们评估了白质高强度(WMH),lacunes,根据Wardlaw和Rothwell的标准,脑微出血(CMBs)和基底神经节血管周围间隙扩大(BG-EPVS),并计算CSVD总分和修正的CSVD总分。
    结果:共纳入3063名参与者,其中53.5%是女性。较高的FRS与较高的CSVD总分相关(中度与低:cOR1.89,95%CI1.53-2.34;高vs.低:COR3.23,95CI2.62-3.97),和PCE,China-PAR或SCORE2评分与CSVD总分呈正相干(P<0.05)。此外,较高的10年ASCVD评分与较高的WMH几率相关(P<0.05),空白(P<0.05),CMBs(P<0.05)和BG-EPVS(P<0.05)。
    结论:10年ASCVD评分与CSVD及其MRI标志物呈正相关。这些评分提供了CSVD人群的风险分层方法。
    BACKGROUND: 10-year atherosclerotic cardiovascular disease (ASCVD) risk scores were useful for predicting large vessel disease, but the relationships between them and cerebral small vessel disease (CSVD) were unclear. Our study aimed to evaluate associations of 10-year ASCVD risk scores with CSVD and its magnetic resonance imaging (MRI) markers.
    METHODS: Community-dwelling residents from the PolyvasculaR Evaluation for Cognitive Impairment and vaScular Events study were included in this cross-sectional study. At baseline, we collected data related to the Framingham Risk Score (FRS), pooled cohort equation (PCE), prediction for ASCVD risk in China (China-PAR) and Systematic COronary Risk Evaluation model 2 (SCORE2), and classified participants into low, moderate and high groups. Participants underwent brain MRI scans. We evaluated white matter hyperintensity (WMH), lacunes, cerebral microbleeds (CMBs) and enlarged perivascular spaces in basal ganglia (BG-EPVS) according to criteria of Wardlaw and Rothwell, and calculated total CSVD score and modified total CSVD score.
    RESULTS: A total of 3063 participants were included, and 53.5% of them were female. A higher FRS was associated with higher total CSVD score (moderate vs. low: cOR 1.89, 95% CI 1.53-2.34; high vs. low: cOR 3.23, 95%CI 2.62-3.97), and the PCE, China-PAR or SCORE2 score was positively related to total CSVD score (P < 0.05). Moreover, higher 10-year ASCVD scores were associated with higher odds of WMH (P < 0.05), lacunes (P < 0.05), CMBs (P < 0.05) and BG-EPVS (P < 0.05).
    CONCLUSIONS: The 10-year ASCVD scores were positively associated with CSVD and its MRI markers. These scores provided a method of risk stratification in the population with CSVD.
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