Verheul Esmee A H, Dijkink Suzan, Krijnen Pieta, Verhoeven Aswin, Giera Martin, Tsonaka Roula, Hoogendoorn Jochem M, Arbous Sesmu M, Peters Ron, Schipper Inger B
Department of Trauma Surgery, Leiden University Medical Center, Leiden, The Netherlands.
Acute Care Network West Netherlands, Leiden, The Netherlands.
J Intensive Med. 2024 Apr 10;4(4):496-507. doi: 10.1016/j.jointm.2024.02.004. eCollection 2024 Oct.
This study aimed to identify plasma lipoproteins and small metabolites associated with high risk of malnutrition during intensive care unit (ICU) stay in patients with severe injuries.
This observational prospective exploratory study was conducted at two level-1 trauma centers in the Netherlands. Adult patients (aged ≥18 years) who were admitted to the ICU for more than 48 h between July 2018 and April 2022 owing to severe injuries (polytrauma, as defined by Injury Severity Scores of ≥16) caused by blunt trauma were eligible for inclusion. Partial least squares discriminant analysis was used to analyze the relationship of 112 lipoprotein-related components and 23 small metabolites with the risk of malnutrition (modified Nutrition Risk in Critically Ill score). Malnutrition was diagnosed based on Subjective Global Assessment scores. The relationship of lipoprotein properties and small metabolite concentrations with malnutrition (during ICU admission) was evaluated using mixed effects logistic regression.
Overall, 51 patients were included. Lower (very) low-density lipoprotein ([V]LDL) (free) cholesterol and phospholipid levels, low particle number, and higher levels of LDL triglycerides were associated with a higher risk of malnutrition (variable importance in projection [VIP] value >1.5). Low levels of most (V)LDL and intermediate-density lipoprotein subfractions and high levels of high-density lipoprotein Apo-A1 were associated with the diagnosis of malnutrition (VIP value >1.5). Increased levels of dimethyl sulfone, trimethylamine N-oxide, creatinine, N, N-dimethylglycine, and pyruvic acid and decreased levels of creatine, methionine, and acetoacetic acid were also indicative of malnutrition (VIP value >1.5). Overall, 14 lipoproteins and 1 small metabolite were significantly associated with a high risk of malnutrition during ICU admission ( <0.05); however, the association did not persist after correcting the false discovery rate (=0.35 for all).
Increased triglyceride in several lipoprotein subfractions and decreased levels of other lipoprotein subfraction lipids and several small metabolites (involved in the homocysteine cycle, ketone body formation, and muscle metabolism) may be indicative of malnutrition risk. Following validation in larger cohorts, these indicators may guide institution of preventive nutritional measures in patients admitted to the ICU with severe injuries.
本研究旨在确定与重伤患者重症监护病房(ICU)住院期间高营养不良风险相关的血浆脂蛋白和小代谢物。
这项观察性前瞻性探索性研究在荷兰的两个一级创伤中心进行。2018年7月至2022年4月期间因钝性创伤导致重伤(根据损伤严重程度评分≥16定义为多发伤)而入住ICU超过48小时的成年患者(年龄≥18岁)符合纳入条件。采用偏最小二乘判别分析来分析112种脂蛋白相关成分和23种小代谢物与营养不良风险(改良的重症患者营养风险评分)之间的关系。根据主观全面评定分数诊断营养不良。使用混合效应逻辑回归评估脂蛋白特性和小代谢物浓度与(ICU住院期间)营养不良之间的关系。
总共纳入了51名患者。较低的(极)低密度脂蛋白([V]LDL)(游离)胆固醇和磷脂水平、低颗粒数以及较高的LDL甘油三酯水平与较高的营养不良风险相关(投影变量重要性[VIP]值>1.5)。大多数(V)LDL和中密度脂蛋白亚组分水平较低以及高密度脂蛋白Apo - A1水平较高与营养不良的诊断相关(VIP值>1.5)。二甲基砜、氧化三甲胺、肌酐、N,N - 二甲基甘氨酸和丙酮酸水平升高以及肌酸、蛋氨酸和乙酰乙酸水平降低也表明存在营养不良(VIP值>1.5)。总体而言,14种脂蛋白和1种小代谢物与ICU住院期间的高营养不良风险显著相关(<0.05);然而,在校正错误发现率后(所有情况均为 = 0.35),这种关联不再持续。
几种脂蛋白亚组分中甘油三酯增加以及其他脂蛋白亚组分脂质和几种小代谢物(参与同型半胱氨酸循环、酮体形成和肌肉代谢)水平降低可能表明存在营养不良风险。在更大的队列中进行验证后,这些指标可能指导对入住ICU的重伤患者采取预防性营养措施。