Frailty index

脆弱指数
  • 文章类型: Journal Article
    背景:尿酸(UA),嘌呤代谢的终末分解产物,具有矛盾的角色,作为炎症介质和抗氧化剂。其临床相关性,特别是在老年人群中,仍然是一个正在进行辩论的话题。为了阐明循环UA对人体健康有害还是有益,我们在一个具有全国代表性的社区居住老年人队列中,调查了血清UA浓度与衰弱指数之间的关系,衰弱指数是衡量生物老化的综合指标.
    方法:我们以人群为基础,利用韩国国家健康和营养检查调查数据的横断面研究。样本包括4268名65岁及以上的参与者。使用38个项目构建了赤字积累脆弱指数(FI),这些项目评估了物理、认知,心理,和社会领域。根据FI,参与者分为非虚弱(FI≤0.15),预脆弱(0.150.25)。通过比色酶测定法定量血清UA水平。
    结果:在控制了年龄等混杂因素后,性别,社会经济地位(包括收入和教育水平),生活方式因素(吸烟状况),和病史(高血压,糖尿病,血脂异常,中风,心血管疾病),和身体质量指数,观察到体弱参与者的血清UA水平显著高于非体弱参与者(P<0.001).此外,血清UA浓度与FI呈正相关(P<0.001),血清UA每增加1mg/dL,虚弱的比值比为1.22(P<0.001)。此外,与最低四分位数的人相比,UA水平最高四分位数的老年人表现出更高的FI和1.66倍的虚弱几率(分别为P=0.011和P=0.005).
    结论:这些研究结果表明,在老年人中,循环UA水平升高可能是一种促衰老因素,而不是抗衰老因素。强调其在加速生物衰老中的潜在作用。数据进一步支持血清UA作为这种人口统计学中虚弱的潜在血液生物标志物的实用性。有助于扩大其在老年健康评估中的重要性的证据。
    BACKGROUND: Uric acid (UA), the terminal breakdown product of purine metabolism, possesses contradictory roles, functioning both as an inflammatory mediator and as an antioxidant. Its clinical relevance, particularly in geriatric populations, remains a topic of ongoing debate. Aiming to elucidate whether circulating UA is detrimental or beneficial to human health, we investigate the association between serum UA concentrations and the frailty index-a comprehensive measure of biological aging in a nationally representative cohort of community-dwelling older adults.
    METHODS: We conducted a population-based, cross-sectional study utilizing data from the Korea National Health and Nutrition Examination Survey. The sample included 4268 participants aged 65 years and above. A deficit accumulation frailty index (FI) was constructed using 38 items that assess physical, cognitive, psychological, and social domains. Based on the FI, participants were categorized into non-frail (FI ≤ 0.15), pre-frail (0.15 < FI ≤ 0.25), or frail (FI > 0.25). Serum UA levels were quantified through a colorimetric enzymatic assay.
    RESULTS: After controlling for confounders such as age, sex, socioeconomic status (including income and education level), lifestyle factors (smoking status), and medical history (hypertension, diabetes, dyslipidemia, stroke, cardiovascular diseases), and body mass index, serum UA levels were observed to be significantly higher in frail participants compared with their non-frail counterparts (P < 0.001). Furthermore, serum UA concentrations demonstrated a positive correlation with the FI (P < 0.001), and the odds ratio for frailty per 1 mg/dL increase in serum UA was 1.22 (P < 0.001). Additionally, older adults in the highest quartile of UA levels exhibited a significantly higher FI and 1.66-fold increased odds of frailty compared with those in the lowest quartile (P = 0.011 and P = 0.005, respectively).
    CONCLUSIONS: These findings suggest that elevated circulating UA levels may act as a pro-aging factor rather than an anti-aging one in older adults, highlighting its potential role in accelerating biological aging. The data further support the utility of serum UA as a potential blood-based biomarker for frailty in this demographic, contributing to the expanding evidence on its significance in geriatric health assessments.
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  • 文章类型: Journal Article
    背景:胰岛素抵抗与虚弱风险增加有关,然而,甘油三酯葡萄糖-体重指数(TyG-BMI)之间的综合关系,这反映了体重,和脆弱,尚不清楚。在这项研究中调查了这种关系。
    方法:分析了中国健康与退休纵向研究(2011-2020)9135名参与者的数据。基线TyG-BMI,基线至2015年之间的TyG-BMI和累积TyG-BMI的变化,以及九年来的虚弱指数(FI),被计算。使用K均值聚类,根据TyG-BMI变化将参与者分为不同类别。使用基于组的轨迹模型评估FI轨迹。使用Logistic和Cox回归模型来分析TyG-BMI和FI轨迹与虚弱发生率之间的关联。使用受限三次样条探索了非线性关系,并使用线性混合效应模型来评估FI发展速度。加权分位数回归用于确定主要影响因素。
    结果:确定了TyG-BMI的四类变化和两种FI轨迹。基线TyG-BMI的第三(OR=1.25,95%CI:1.10-1.42)和第四(OR=1.83,95%CI:1.61-2.09)四分位数的个体,那些始终排名第二(OR=1.49,95%CI:1.32-1.70)和最高(OR=2.17,95%CI:1.84-2.56)的TyG-BMI变化,而在累积TyG-BMI的第3(OR=1.20,95%CI:1.05-1.36)和第4(OR=1.94,95%CI:1.70-2.22)四分位数的患者经历快速FI轨迹的可能性更大.在基线TyG-BMI的第四个四分位数中,观察到较高的脆弱风险(HR=1.42,95%CI:1.28-1.58),始终排名第二(HR=1.23,95%CI:1.12-1.34),TyG-BMI变化最高(HR=1.58,95%CI:1.42-1.77),以及累积TyG-BMI的第三四分位数(HR=1.10,95%CI:1.00-1.21)和第四四分位数(HR=1.46,95%CI:1.33-1.60)。TyG-BMI变化持续第二低到最高的参与者(分别为β=0.15、0.38和0.76)和经历第三至第四累积TyG-BMI(分别为β=0.25和0.56)的参与者表现出加速的FI进展。在TyG-BMI水平与快速FI轨迹和较高的虚弱风险之间观察到U形关联。BMI是主要因素。
    结论:较高的TyG-BMI与FI轨迹的快速发展和较高的虚弱风险相关。然而,过低的TyG-BMI水平似乎也有助于虚弱的发育。保持健康的TyG-BMI,尤其是健康的BMI,可能有助于预防或延缓虚弱的发作。
    BACKGROUND: Insulin resistance is linked to an increased risk of frailty, yet the comprehensive relationship between the triglyceride glucose-body mass index (TyG-BMI), which reflects weight, and frailty, remains unclear. This relationship is investigated in this study.
    METHODS: Data from 9135 participants in the China Health and Retirement Longitudinal Study (2011-2020) were analysed. Baseline TyG-BMI, changes in the TyG-BMI and cumulative TyG-BMI between baseline and 2015, along with the frailty index (FI) over nine years, were calculated. Participants were grouped into different categories based on TyG-BMI changes using K-means clustering. FI trajectories were assessed using a group-based trajectory model. Logistic and Cox regression models were used to analyse the associations between the TyG-BMI and FI trajectory and frail incidence. Nonlinear relationships were explored using restricted cubic splines, and a linear mixed-effects model was used to evaluate FI development speed. Weighted quantile regression was used to identify the primary contributing factors.
    RESULTS: Four classes of changes in the TyG-BMI and two FI trajectories were identified. Individuals in the third (OR = 1.25, 95% CI: 1.10-1.42) and fourth (OR = 1.83, 95% CI: 1.61-2.09) quartiles of baseline TyG-BMI, those with consistently second to highest (OR = 1.49, 95% CI: 1.32-1.70) and the highest (OR = 2.17, 95% CI: 1.84-2.56) TyG-BMI changes, and those in the third (OR = 1.20, 95% CI: 1.05-1.36) and fourth (OR = 1.94, 95% CI: 1.70-2.22) quartiles of the cumulative TyG-BMI had greater odds of experiencing a rapid FI trajectory. Higher frail risk was noted in those in the fourth quartile of baseline TyG-BMI (HR = 1.42, 95% CI: 1.28-1.58), with consistently second to highest (HR = 1.23, 95% CI: 1.12-1.34) and the highest TyG-BMI changes (HR = 1.58, 95% CI: 1.42-1.77), and those in the third (HR = 1.10, 95% CI: 1.00-1.21) and fourth quartile of cumulative TyG-BMI (HR = 1.46, 95% CI: 1.33-1.60). Participants with persistently second-lowest to the highest TyG-BMI changes (β = 0.15, 0.38 and 0.76 respectively) and those experiencing the third to fourth cumulative TyG-BMI (β = 0.25 and 0.56, respectively) demonstrated accelerated FI progression. A U-shaped association was observed between TyG-BMI levels and both rapid FI trajectory and higher frail risk, with BMI being the primary factor.
    CONCLUSIONS: A higher TyG-BMI is associated with the rapid development of FI trajectory and a greater frail risk. However, excessively low TyG-BMI levels also appear to contribute to frail development. Maintaining a healthy TyG-BMI, especially a healthy BMI, may help prevent or delay the frail onset.
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  • 文章类型: Journal Article
    背景:探索儿童情绪支持(CES)与衰老机制之间的关联对于了解其减少与年龄有关的疾病发生率并促进健康衰老的潜力至关重要。
    方法:利用英国生物银行的数据,包括近160,000个人,进行了综合分析,以探讨CES水平与年龄相关疾病之间的关系,生物年龄和衰老标志。采用Cox比例风险回归模型探讨CES与年龄相关疾病住院风险的关系。线性回归模型用于探索CES与脆弱指数(FI)之间的关联。Klemera-Doubal方法(KDM)生物年龄加速,体内平衡失调(HD),C反应蛋白(CRP),白细胞(WBC)计数,和端粒长度。
    结果:分析显示,较高的CES水平与以后因年龄相关疾病住院风险降低之间存在显著关联。在调整协变量后,与年龄相关的疾病的风险比为0.87(95%置信区间,0.83-0.91,p<0.001)与CES水平最低的那些相比,CES水平最高的那些。CES水平最高的参与者表现出较低的FI得分(系数=-0.033,p<0.001),降低CRP水平(系数=-0.097,p<0.05)和降低WBC计数(系数=-0.034,p<0.05)。基于遗传易感性的分层分析进一步阐明了CES对年龄相关疾病的保护作用。
    结论:这些发现强调了针对CES的早期干预措施在促进健康老龄化和减轻年龄相关疾病负担方面的潜力。
    BACKGROUND: Exploring the association between Childhood Emotional Support (CES) and the mechanisms of aging is pivotal for understanding its potential to lessen the incidence of age-related pathologies and promote a milieu for healthy aging.
    METHODS: Utilizing data from the UK Biobank comprising nearly 160,000 individuals, comprehensive analyses were conducted to explore associations between CES levels and age-related diseases, biological age and aging hallmarks. Cox proportional hazards regression models were used to investigate the relationship between CES and the risk of hospitalization for age-related diseases. Linear regression models were employed to explore the associations between CES and the frailty index (FI), Klemera-Doubal method (KDM) biological age acceleration, homeostatic dysregulation (HD), C-reactive protein (CRP), white blood cell (WBC) count, and telomere length.
    RESULTS: The analyses revealed a significant association between higher CES levels and a decreased risk of hospitalization for age-related diseases in later life. After adjustments for covariates, the hazard ratio for age-related diseases was 0.87 (95 % confidence interval, 0.83-0.91, p < 0.001) in those with the highest CES level compared to those with the lowest CES level. Participants with the highest CES level exhibited lower FI scores (coefficient = -0.033, p < 0.001), reduced CRP level (coefficient = -0.097, p < 0.05) and lower WBC counts (coefficient = -0.034, p < 0.05). Stratified analyses based on genetic susceptibility further elucidated the protective role of CES against age-related diseases.
    CONCLUSIONS: These findings underscore the potential of early interventions targeting CES to promote healthy aging and alleviating the burden of age-related diseases.
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  • 文章类型: Journal Article
    目的:有限的文献显示,心力衰竭(HF)伴虚弱患者的长期预后存在性别差异。在这项研究中,本研究进行了一项回顾性队列研究,调查心力衰竭患者虚弱对心血管原因死亡的影响是否存在性别差异.
    结果:使用国家健康与营养调查(NHANES)研究(2009-2018)的数据对958名HF参与者进行了回顾性队列研究。根据性别和虚弱指数(FI)对患者进行分组。通过Cox比例风险分析和Kaplan-Meier(K-M)图评估心血管原因死亡与基线虚弱之间的关系。研究人群的年龄为67.3±12.3。其中,约54.5%为男性。中位随访时间为3.6年。之后,死于心血管原因的女性表现出更高的基线FI值,而男性没有表现出这种趋势(P<0.05;P=0.1253)。Cox回归分析显示,女性患者的FI值与心血管死亡率之间存在显著关联(最脆弱:危险比(HR)=3.65,95%置信区间(CI):1.07~12.39,P<0.05;每增加1个单位FI值:HR=1.78,95%CI:1.33~2.39,P<0.001)。通过有限的三次样条表示FI和心血管死亡率之间的剂量反应关联。
    结论:虚弱与HF患者心血管死亡风险增加有关,尤其是女性患者。
    OBJECTIVE: Limited literature shows the existence of sex differences in the long-term prognosis of heart failure (HF) patients with frailty. In this study, whether sex differences exist in the impact of frailty on death from cardiovascular causes in patients with HF was investigated by conducting a retrospective cohort study.
    RESULTS: Data from the National Health and Nutrition Examination Survey (NHANES) study (2009-2018) were used to conduct a retrospective cohort study of 958 participants with HF. Patients were grouped based on sex and frailty index (FI). The relationship between death from cardiovascular causes and baseline frailty was assessed by Cox proportional hazard analysis and the Kaplan-Meier (K-M) plot. The study population had an age of 67.3 ± 12.3. Among them, around 54.5% were male. A median follow-up of 3.6 years was performed. After that, females who died from cardiovascular causes exhibited higher baseline FI values, while males did not show this trend (P < 0.05; P = 0.1253). Cox regression analysis demonstrated a significant association between FI and cardiovascular mortality in females (most frail: hazard ratio (HR) = 3.65, 95% confidence interval (CI): 1.07 ~ 12.39, P < 0.05; per 1-unit increase in FI: HR = 1.78, 95% CI: 1.33 ~ 2.39, P < 0.001). A dose-response association between FI and cardiovascular mortality was presented by restricted cubic splines.
    CONCLUSIONS: Frailty is related to an increased risk of cardiovascular mortality in HF patients, particularly female patients.
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  • 文章类型: Journal Article
    目的:研究血清klotho浓度与虚弱之间的潜在线性关系。
    方法:对全国健康与营养调查(NHANES)五个周期的9,597名中老年人(40-79岁)的数据进行回顾性分析。使用脆弱指数评估脆弱,以53项健康项目累计赤字的百分比计算。受限制的三次样条曲线,亚组分析和逻辑回归模型用于评估循环klotho蛋白浓度与虚弱之间的特定线性趋势关系.
    结果:当将Klotho作为模型1和模型2中的连续成分考虑在内时,增加的Klotho水平与降低的虚弱风险之间存在实质性关联。模型3显示了Klotho和Failty之间的强烈负相关,表明高水平的Klotho蛋白降低了虚弱患病率[奇数比(OR):0.25;95%置信区间(CI):0.15-0.43].此外,根据四分位数分析,在完全调整协变量后,据观察,与Klotho的最低四分位数相比,Klotho的最高四分位数表现出最低的虚弱风险(OR0.69;95%CI0.58-0.81,Ptrend<0.001).受限的三次样条曲线显示出脆弱与Klotho水平之间的线性关系和逆关联(Plinearity<0.001;Pnon-linearity=0.736)。
    结论:Klotho与一般人群(40-79岁)的身体虚弱呈负相关和线性相关,特别是在年龄<65且体重指数(BMI)≥25kg/m2的人群中。应进行更多必要的前瞻性研究,以进一步研究虚弱和衰老的潜在机制,并阐明个体虚弱的原因。
    OBJECTIVE: To investigate the potential linear relationship between serum concentrations of klotho and frailty.
    METHODS: A retrospective analysis was conducted on the data of 9,597 middle-aged and older adults (aged 40-79 years) from the five cycles of the National Health and Nutrition Examination Survey (NHANES). Frailty was assessed using the Frailty Index, calculated as a percentage of accumulated deficits across 53 health items. Restricted cubic spline curves, subgroup analyses and logistic regression models were employed to evaluate the specific linear trend connection between circulating klotho protein concentration and frailty.
    RESULTS: When taking Klotho into account as a continuous component in Models 1 and 2, there was a substantial association between the increasing Klotho level and the reduced risk of frailty. Model 3 revealed a strong negative correlation between the Klotho and Frailty, suggesting that high levels of Klotho protein decreases the frailty prevalence [Odd ratio (OR): 0.25; 95% confidence interval (CI): 0.15-0.43]. Furthermore, according to the quartile analyses, after fully adjusting for the covariates, it was observed that, comparing to the lowest quartile of Klotho, the highest quartile of Klotho demonstrated lowest risk of frailty (OR 0.69; 95% CI 0.58-0.81, Ptrend < 0.001). The restricted cubic spline curves showed a linear relationship and an inverse association between frailty and the Klotho levels (Plinearity < 0.001; Pnon-linearity = 0.736).
    CONCLUSIONS: Klotho is inversely and linearly associated with physical frailty in the general population (aged 40-79 years), specifically in the population with an age < 65 and body mass index (BMI) ≥ 25 kg/m2. More necessary prospective studies should be done to further investigate the mechanisms underlying frailty and aging and to elucidate individual frailty causes.
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  • 文章类型: Journal Article
    背景:衰老过程的特征是身体成分随着脂肪量的增加和肌肉量的减少而变化。在一定阈值以上,这些改变构成了一种称为肌少症肥胖(SO)的疾病。SO与亚洲和巴西人口的身体虚弱有关。SO对其他种族的身体虚弱有影响,但对一般虚弱的影响是多维的,包括认知,社会和物理因素,在意大利人口中仍未得到充分的探索。
    方法:在FRASNET研究中登记的社区居住的意大利老年人中,用虚弱指数(FI)测量虚弱。FI将虚弱量化为当前健康缺陷的数量与所考虑的健康缺陷的总数的比率。进行回归分析以评估身体成分类别与虚弱之间的关联。运行分类和回归树模型来评估脆弱的预测因子。
    结果:本次分析包括了FRASNET研究的一千一百十四名参与者。该样本为60.5%的女性,中位年龄为72岁。中位FI评分为0.11(IQR0.07-0.20);234名个体(21%)体弱(FI≥0.25)。SO(B0.074,95%C.I.0.05-0.1,p<0.001)和肌肉减少症前期(无肥胖B0.03,95%C.I,0.007-0.044,p<0.001,肥胖B0.11,95%C.I.0.05-0.16,p<0.001)与虚弱有关。脂肪质量百分比预测65-70岁人群的虚弱,而,肌肉力量可以预测70-81岁人群的总体虚弱。
    结论:肌肉减少前期和SO是潜在的可治疗的虚弱预测因子。
    BACKGROUND: The ageing process is characterized by a change of body composition with an increase of fat mass and a reduction of muscle mass. Above a certain threshold these alterations configure a condition named sarcopenic obesity (SO). SO is associated with physical frailty in Asian and Brazilian populations. SO impacts on physical frailty in other ethnic groups but its influence on general frailty which is multidimensional and includes cognitive, social and physical factors, remain insufficiently explored in the Italian population.
    METHODS: Frailty was measured in community dwelling Italian older adults enrolled in the FRASNET study with the frailty index (FI). The FI quantifies frailty as the ratio of the number of present health deficits to the total number of health deficits considered. Regression analyses were performed to assess the association between body composition categories and frailty. Classification and regression tree models were run to evaluate the frailty predictors.
    RESULTS: One Thousand One Hundred Fourteen participants of the FRASNET study were included in the present analysis. The sample was composed for the 60.5% by females and its median age was 72 years. The median FI score was 0.11 (IQR 0.07-0.20); 234 individuals (21%) were frail (FI ≥ 0.25). SO (B 0.074, 95% C.I. 0.05-0.1, p < 0.001) and pre-sarcopenia (without obesity B 0.03, 95% C.I, 0.007-0.044, p < 0.001, with obesity B 0.11, 95% C.I. 0.05-0.16, p < 0.001) were associated with frailty. Fat mass percentage predicted frailty in people aged 65-70 years whereas, muscle strength predicted general frailty in people aged 70-81 years.
    CONCLUSIONS: Pre-sarcopenia and SO represent potentially treatable predictors of frailty.
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  • 文章类型: Journal Article
    背景:口腔健康是整体健康的相关组成部分。口腔疾病发病年龄较早,可能会损害几个健康方面,尤其是老年人,并与脆弱有关。
    目的:评估老年人的衰弱指数(FI)与自我报告口腔疾病之间的关联,社区居住的日本人。
    方法:进行横断面和前瞻性分析。
    方法:我们分析了2,529名参与者在日本大学日本纵向衰老研究的基线和四年随访中的数据,进行了为期四年的随访。
    方法:我们使用自我报告的齿数,自我报告对假牙的满意度,和自我报告的咀嚼硬食物的能力作为独立变量。我们计算了一个FI,其中包括40个赤字作为因变量。FI评分范围从0到1,较高的评分与不良健康结果和死亡率相关。考虑到伽马分布和年龄控制,性别,婚姻状况,教育,工作状态,和居住面积,我们拟合了广义线性模型。
    结果:我们发现不满意的义齿使用者在基线时的脆弱评分比非义齿使用者高2.1%(95%CI1.006-3.279),在四年随访中的脆弱评分比非义齿使用者高2.1%(95%CI0.629-3.690)。在横截面分析中,每一个额外的报告牙齿在基线,在4年随访时,FI评分降低1.5%(95%CI-2.878~-0.208).在横截面和前瞻性分析中,FI评分随着咀嚼硬食物的能力下降而增加。
    结论:自我报告的口腔疾病在横截面和前瞻性方面与FI评分相关。确定与虚弱相关的前瞻性因素可能会改善下一代老年人的策略。考虑口腔疾病可能有助于临床医生为老年人制定个性化的治疗计划。
    BACKGROUND: Oral health is a relevant component for overall health. Oral disease onset at an early age and may harm several health dimensions, especially among older people, and has been associated with frailty.
    OBJECTIVE: To evaluate associations between the Frailty Index (FI) and self-reported oral diseases among older, community-dwelling Japanese people.
    METHODS: Cross-sectional and prospective analyses were performed.
    METHODS: We analyzed data from 2,529 participants at the baseline and four-year follow-up of the Nihon University Japanese Longitudinal Study of Aging, which had a four-year follow-up.
    METHODS: We used the self-reported number of teeth, self-reported satisfaction with dentures, and self-reported ability to chew hard food as independent variables. We computed an FI that included 40 deficits as the dependent variable. The FI score ranged from 0 to 1, with a higher score associated with adverse health outcomes and mortality. Considering a gamma distribution and controlling for age, gender, marital status, education, working status, and residence area, we fitted generalized linear models.
    RESULTS: We found that dissatisfied denture users had a 2.1% (95% CI 1.006-3.279) higher frailty score than non-denture users at the baseline and a 2.1% (95% CI 0.629-3.690) higher frailty score than non-denture users at the four-year follow-up. In the cross-sectional analysis, with each additional reported tooth at the baseline, the FI score was lower by 1.5% (95% CI -2.878 to -0.208) at the four-year follow-up. In both the cross-sectional and the prospective analyses, the FI scores increased as the ability to chew hard food decreased.
    CONCLUSIONS: Self-reported oral diseases are associated with the FI score cross-sectionally and prospectively. Identifying factors prospectively associated with frailty may improve strategies for the next generation of older people. Considering oral diseases may help clinicians personalize treatment plans for older people.
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  • 文章类型: Journal Article
    背景:已经产生了一些基于临床和实验室测试的指标来识别虚弱和预测死亡率。只有两项研究,对COVID-19住院的老年患者的实验室检查(FI-Lab)和死亡率组成的虚弱指数进行了临床和实验室参数混合。这项研究的目的是探讨在一组因COVID-19住院的患者中,采用一些常见的生物体液测试构建的FI-Lab的准确性和准确性,以及死亡率。
    方法:在住院的前四天,使用40种不同的生物体液测试构建了FI-Lab,得分从0到1。使用多变量Cox回归分析评估FI-Lab与死亡率之间的关联,报告为风险比(HR)和95%置信区间(CI)。FI-Lab的准确度报告为曲线下面积(AUC)和C指数的精确度。
    结果:最初纳入了376例患者(平均年龄:65岁;53.7%为男性)。在后续期间,41人死亡在调整了五个不同的因素后,FI-Lab值>0.54,即我们队列的中值,与较低值约五倍的相对风险相关。将FI-LAB建模为连续变量,每增加0.01分,死亡率风险增加8.4%(HR=1.084;95CI:1.039~2.044).FI-Lab在预测死亡方面非常准确(AUC=0.91;95CI:0.87-0.95)和精确(C指数=0.81)。
    结论:基于普通实验室检测的简单指数可用于预测因COVID-19住院的老年人的死亡率。
    BACKGROUND: Several indexes based on clinical and laboratory tests to identify frailty and to predict mortality have been produced. Only two studies, mixing clinical and laboratory parameters were made about a frailty index made of laboratory tests (FI-Lab) and mortality in older patients hospitalized for COVID-19. The aim of this study was to explore the accuracy and precision of an FI-Lab constructed with some common bio-humoral tests and mortality in a cohort of patients hospitalized for COVID-19.
    METHODS: The FI-Lab was constructed using 40 different bio-humoral tests during the first four days of hospitalization, with a score from 0 to 1. The association between FI-Lab and mortality was assessed using a multivariate Cox\'s regression analysis, reported as hazard ratios (HRs) and 95% confidence intervals (CIs). The accuracy of the FI-Lab was reported as area under the curve (AUC) and the precision with the C-Index.
    RESULTS: 376 patients (mean age: 65 years; 53.7% males) were initially included. During the follow-up period, 41 deceased. After adjusting for five different factors, an FI-Lab value >0.54, the median value of our cohort, was associated with a relative risk about five times greater than lower values. Modeling FI-LAB as a continous variable, each increase in 0.01 points was associated with an increased risk in mortality of 8.4% (HR=1.084; 95%CI: 1.039-2.044). The FI-Lab was highly accurate (AUC=0.91; 95%CI: 0.87-0.95) and precise (C-Index=0.81) in predicting death.
    CONCLUSIONS: A simple index based on common laboratory tests can be used to predict mortality among older people hospitalized for COVID-19.
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  • 文章类型: Journal Article
    背景:胃癌是全球第五大最常见的恶性肿瘤。这种疾病的手术治疗通常是高度病态的,尤其是老年患者。修改后的5项脆弱指数(mFI-5),最近开发的评估病人虚弱的工具,已被证明是各种手术领域术后结果的有效预测指标。本研究旨在评估mFI-5在预测胃癌胃切除术后不良预后中的实用性。
    方法:国家外科质量改进计划(NSQIP)数据库查询了2011年至2021年期间接受部分或全胃切除术治疗胃癌的患者。根据高血压的存在计算mFI-5评分,充血性心力衰竭,糖尿病,慢性阻塞性肺疾病,以及部分或完全依赖的功能状态。根据mFI-5评分将患者分为3组(mFI-5=0,mFI-5=1,mFI-5≥2)。采用单因素分析和多因素logistic回归分析mFI-5评分与术后结局的相关性。
    结果:7438例患者(mFI-5=0:3032,mFI-5=1:2805,mFI-5≥2:1601)。mFI-5≥2是总并发症的独立预测因子(OR1.43,p<0.001),严重并发症(OR1.42,p<0.001),肺炎(OR1.43,p=0.010),MI(OR2.91,p=0.005),30天内再入院(OR1.33,p=0.008)。虚弱程度较高的患者更有可能经历非计划插管(OR2.06,p<0.001;OR2.47,p<0.001),未能从呼吸机上断奶(OR1.68,p=0.003;OR2.00,p<0.001),急性肾功能衰竭(OR3.25,p=0.003;OR3.27,p=0.005),30天死亡率(OR1.73,p=0.009;OR1.94,p=0.004),和非家庭出院(OR1.34,p=0.001;OR1.74,p<0.001)相对于非虚弱患者。
    结论:更脆弱,如mFI-5分数增加所示,增加了胃癌患者术后严重并发症的风险。mFI-5有可能帮助识别高风险患者,并加强术前讨论和优化。
    BACKGROUND: Gastric cancer is the 5th most common malignancy worldwide. Surgical treatment for the disease can often be highly morbid, especially in elderly patients. The modified 5-item frailty index (mFI-5), a recently developed tool for assessing patient frailty, has been shown to be an effective predictor of post-operative outcomes in various surgical fields. This study aims to assess the utility of the mFI-5 in predicting adverse postoperative outcomes following gastrectomy for gastric cancer.
    METHODS: The National Surgical Quality Improvement Program (NSQIP) database was queried for patients who underwent partial or total gastrectomy for gastric cancer between 2011 and 2021. The mFI-5 score was calculated based on the presence of hypertension, congestive heart failure, diabetes mellitus, chronic obstructive pulmonary disease, and partially or fully dependent functional status. Patients were stratified into 3 groups according to mFI-5 score (mFI-5 = 0, mFI-5 = 1, mFI-5 ≥ 2). Univariate analysis and multivariate logistic regression were used to evaluate the association between mFI-5 score and post-operative outcomes.
    RESULTS: 7438 patients were identified (mFI-5 = 0: 3032, mFI-5 = 1: 2805, mFI-5 ≥ 2: 1601). mFI-5 ≥ 2 was an independent predictor of overall complications (OR 1.43, p < 0.001), serious complications (OR 1.42, p < 0.001), pneumonia (OR 1.43, p = 0.010), MI (OR 2.91, p = 0.005), and readmission within 30 days (OR 1.33, p = 0.008). Patients with higher frailty were more likely to experience unplanned intubation (OR 2.06, p < 0.001; OR 2.47, p < 0.001), failure to wean from the ventilator (OR 1.68, p = 0.003; OR 2.00, p < 0.001), acute renal failure (OR 3.25, p = 0.003; OR 3.27, p = 0.005), 30-day mortality (OR 1.73, p = 0.009; OR 1.94, p = 0.004), and non-home discharge (OR 1.34, p = 0.001; OR 1.74, p < 0.001) relative to non-frail patients.
    CONCLUSIONS: Higher frailty, as indicated by an increased mFI-5 score, raises the risk of serious post-operative complications in patients with gastric cancer undergoing gastrectomy. The mFI-5 has the potential to help identify high-risk patients and enhance pre-operative discussions and optimization.
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  • 文章类型: Journal Article
    背景:据报道,不良的心血管健康(CVH)和身体虚弱会增加死亡风险,但是它们的联合作用尚未完全阐明。
    目的:我们旨在基于生命基础8(LE8)和弗雷明汉风险评分(FRS)两个视角,探讨CVH和虚弱对死亡率的单独和联合影响。
    方法:2007年至2018年国家健康与营养检查调查(NHANES)的21.062名参与者参与了这项研究。通过LE8和FRS评估CVH,并分类为低,中度和高度CVH组。Cox比例风险模型用于估计CVH和虚弱指数(FI)与全因的单独和联合关联,心血管疾病(CVD)和癌症死亡率。
    结果:中位随访时间为87个月(95%CI:86.0-88.0),2036人死亡。CVH之间的单独线性剂量反应关系,观察到虚弱和死亡率(非线性P>.05)。低CVH/虚弱的组合与全因死亡率呈负相关[危险比(HR)和95CI:低LE8*FI,5.30(3.74,7.52);高FRS*FI,4.34(3.20,5.88)],CVD死亡率[低LE8*FI,6.57(3.54,12.22);高FRS*FI,7.29(3.92,13.55)]和癌症死亡率[低LE8*FI,1.99(1.14,3.25);高FRS*FI,2.32(1.30,4.15)],以高CVH/拟合组为参考。进一步的分层分析表明,在年轻人和女性中,因虚弱和低CVH而导致的死亡综合负担更大。
    结论:低CVH和虚弱与更大的全因风险相关,心血管疾病和癌症死亡,尤其是年轻人和女性。
    BACKGROUND: Poor cardiovascular health (CVH) and physical frailty were reported to increase mortality risk, but their joint effects have not been fully elucidated.
    OBJECTIVE: We aimed to explore the separate and joint effects of CVH and frailty on mortality based on two perspectives of Life\'s Essential 8 (LE8) and Framingham Risk Score (FRS).
    METHODS: 21 062 participants in the National Health and Nutrition Examination Survey (NHANES) from 2007 to 2018 were involved in this study. CVH was evaluated by the LE8 and FRS, and categorized into low, moderate and high CVH groups. Cox proportional hazard models were applied to estimate the separate and joint associations of CVH and frailty index (FI) with all-cause, cardiovascular disease (CVD) and cancer mortality.
    RESULTS: Over a median follow-up period of 87 months (95% CI: 86.0-88.0), 2036 deaths occurred. The separate linear dose-response relationships between CVH, frailty and mortality were observed (nonlinear P > .05). The combination of low CVH/frailty was negatively associated with all-cause mortality [hazard ratio (HR) and 95%CI: low LE8*FI, 5.30 (3.74, 7.52); high FRS*FI, 4.34 (3.20, 5.88)], CVD mortality [low LE8*FI, 6.57 (3.54, 12.22); high FRS*FI, 7.29 (3.92, 13.55)] and cancer mortality [low LE8*FI, 1.99 (1.14, 3.25); high FRS*FI, 2.32 (1.30, 4.15)], with high CVH/fit group as reference. Further stratified analyses showed that the combined burden of mortality from frailty and low CVH was greater among the young and females.
    CONCLUSIONS: Low CVH and frailty were independently and jointly correlated with greater risk of all-cause, CVD and cancer deaths, especially among the young and females.
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