VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA; Baylor College of Medicine, Houston, TX, USA.
VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA; Baylor College of Medicine, Houston, TX, USA; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, DC, USA; University of Texas School of Public Health and UTHealth Consortium on Aging, Houston, TX, USA.
J Nutr Health Aging. 2024 Jul;28(7):100253. doi: 10.1016/j.jnha.2024.100253. Epub 2024 Apr 30.
To assess the impact of adding the Prognostic Nutritional Index (PNI) to the U.S. Veterans Health Administration frailty index (VA-FI) for the prediction of time-to-death and other clinical outcomes in Veterans hospitalized with Heart Failure.
A retrospective cohort study of veterans hospitalized for heart failure (HF) from October 2015 to October 2018. Veterans ≥50 years with albumin and lymphocyte counts, needed to calculate the PNI, in the year prior to hospitalization were included. We defined malnutrition as PNI ≤43.6, based on the Youden index. VA-FI was calculated from the year prior to the hospitalization and identified three groups: robust (≤0.1), prefrail (0.1-0.2), and frail (>0.2). Malnutrition was added to the VA-FI (VA-FI-Nutrition) as a 32 deficit with the total number of deficits divided by 32. Frailty levels used the same cut-offs as the VA-FI. We compared categories based on VA-FI to those based on VA-FI-Nutrition and estimated the hazard ratio (HR) for post-discharge all-cause mortality over the study period as the primary outcome and other adverse events as secondary outcomes among patients with reduced or preserved ejection fraction in each VA-FI and VA-FI-Nutrition frailty groups.
We identified 37,601 Veterans hospitalized for HF (mean age: 73.4 ± 10.3 years, BMI: 31.3 ± 7.4 kg/m). In general, VA-FI-Nutrition reclassified 1959 (18.6%) Veterans to a higher frailty level. The VA-FI identified 1,880 (5%) as robust, 8,644 (23%) as prefrail, and 27,077 (72%) as frail. The VA-FI-Nutrition reclassified 382 (20.3%) from robust to prefrail and 1577 (18.2%) from prefrail to frail creating the modified-prefrail and modified-frail categories based on the VA-FI-Nutrition. We observed shorter time-to-death among Veterans reclassified to a higher frailty status vs. those who remained in their original group (Median of 2.8 years (IQR:0.5,6.8) in modified-prefrail vs. 6.3 (IQR:1.8,6.8) years in robust, and 2.2 (IQR:0.7,5.7) years in modified-frail vs. 3.9 (IQR:1.4,6.8) years in prefrail). The adjusted HR in the reclassified groups was also significantly higher in the VA-FI-Nutrition frailty categories with a 38% increase in overall all-cause mortality among modified-prefrail and a 50% increase among modified-frails. Similar trends of increasing adverse events were also observed among reclassified groups for other clinical outcomes.
Adding PNI to VA-FI provides a more accurate and comprehensive assessment among Veterans hospitalized for HF. Clinicians should consider adding a specific nutrition algorithm to automated frailty tools to improve the validity of risk prediction in patients hospitalized with HF.
评估在退伍军人事务部衰弱指数(VA-FI)中加入预后营养指数(PNI)对预测因心力衰竭住院的退伍军人的死亡时间和其他临床结局的影响。
这是一项对 2015 年 10 月至 2018 年 10 月因心力衰竭住院的退伍军人进行的回顾性队列研究。纳入年龄≥50 岁、在入院前一年白蛋白和淋巴细胞计数足以计算 PNI 的退伍军人。我们将 PNI≤43.6 定义为营养不良,这是基于约登指数得出的。VA-FI 是根据入院前一年计算的,分为三组:强壮(≤0.1)、衰弱前期(0.1-0.2)和衰弱(>0.2)。将营养不良添加到 VA-FI(VA-FI-营养)中,总缺陷数除以 32 得到 32 个缺陷。脆弱等级使用与 VA-FI 相同的截止值。我们根据 VA-FI 将类别与基于 VA-FI-Nutrition 的类别进行比较,并估计研究期间所有原因死亡率的风险比(HR)作为主要结局,以及在每个 VA-FI 和 VA-FI-Nutrition 脆弱组中保留或保留射血分数降低的患者的其他不良事件作为次要结局。
我们确定了 37601 名因心力衰竭住院的退伍军人(平均年龄:73.4±10.3 岁,BMI:31.3±7.4kg/m2)。一般来说,VA-FI-Nutrition 将 1959 名(18.6%)退伍军人重新分类为更高的脆弱级别。VA-FI 将 1880 名(5%)确定为强壮,8644 名(23%)为衰弱前期,27077 名(72%)为衰弱。VA-FI-Nutrition 将 382 名(20.3%)从强壮重新分类为衰弱前期,1577 名(18.2%)从衰弱前期重新分类为衰弱,根据 VA-FI-Nutrition 创建了改良衰弱前期和改良衰弱期类别。我们观察到,与保持原有分组的退伍军人相比,重新分组为更高脆弱状态的退伍军人的死亡时间更短(改良衰弱前期的中位时间为 2.8 年(IQR:0.5,6.8),而强壮组为 6.3 年(IQR:1.8,6.8),改良衰弱组为 2.2 年(IQR:0.7,5.7),而衰弱前期组为 3.9 年(IQR:1.4,6.8))。在 VA-FI-Nutrition 脆弱类别中,重新分组组的调整 HR 也显著升高,改良衰弱前期的全因死亡率增加 38%,改良衰弱期的死亡率增加 50%。在其他临床结局中,重新分组组也观察到不良事件增加的类似趋势。
在因心力衰竭住院的退伍军人中,将 PNI 添加到 VA-FI 中可提供更准确和全面的评估。临床医生应考虑在自动化脆弱性工具中添加特定的营养算法,以提高住院治疗心力衰竭患者风险预测的准确性。