Shi Guifen, Yue Longfei, Tang Zhengying, Wang Yingling, Hu Xiwei, Tong Yufeng
Department of Respiratory and Critical Care Medicine, The Affiliated Hospital of Guizhou Medical University, Guiyang, China.
Department of General Medicine, The Anshun People's Hospital, Anshun, China.
Front Nutr. 2024 Jul 10;11:1404063. doi: 10.3389/fnut.2024.1404063. eCollection 2024.
Chronic obstructive pulmonary disease (COPD) is a common respiratory disease that often coexists with malnutrition during acute exacerbation (AECOPD) and significantly affects the prognosis. Previous studies have shown that growth differentiation factor 15 (GDF15) levels promote appetite suppression, weight loss, and muscle weakness, and are markedly high in peripheral blood following inflammatory stimulation. However, it is still unknown whether serum GDF15 levels can be used to predict malnutrition in patients with AECOPD.
A total of 142 patients admitted to the Department of Respiratory Medicine at Anshun People's Hospital between December 2022 and August 2023 were selected for this study. The participants were divided into two groups: malnutrition group ( = 44) and non-malnutrition group ( = 98) based on a body mass index (BMI) < 18.5 kg/m, according to the Global Leadership Initiative on Malnutrition (GLIM) criteria. Serum GDF15 levels were measured using the enzyme-linked immunosorbent assay (ELISA) and compared between the two groups. Spearman correlation analysis was used to examine the association between serum GDF15 levels, baseline data, and clinical indicators. Binary logistic regression was used to identify the independent risk factors for AECOPD combined with malnutrition. The predictive value of serum GDF15, albumin (ALB), and a combination of these was evaluated to identify malnutrition in patients with AECOPD using a receiver operating characteristic (ROC) curve.
Serum GDF15 levels in patients with malnutrition and AECOPD were significantly higher than those in patients without malnutrition, whereas the serum ALB levels were significantly lower than those in patients without malnutrition ( < 0.001). Moreover, serum GDF15 levels were negatively correlated with BMI ( = -0.562, < 0.001), mid-arm circumference ( = -0.505, < 0.001), calf circumference ( = -0.490, < 0.001), total protein ( = -0.486, < 0.001), ALB ( = -0.445, < 0.001), and prognostic nutritional index ( = -0.276, = 0.001), and positively correlated with C-reactive protein ( = 0.318, < 0.001), COPD assessment test score ( = 0.286, = 0.001), modified medical research council classification ( = 0.310, < 0.001), and global initiative for chronic obstructive pulmonary disease grade ( = 0.177, = 0.035). Furthermore, serum GDF15 levels were an independent risk factor for malnutrition in patients with AECOPD (OR = 1.010, 95% CI, 1.003∼1.016). The optimal cut-off value of serum GDF15 level was 1,092.885 pg/mL, with a sensitivity of 65.90% and a specificity of 89.80%, while the serum ALB level was 36.15 g/L, with a sensitivity of 86.40% and a specificity of 65.00%, as well as a combined sensitivity of 84.10% and a specificity of 73.90%. Serum GDF15 and serum ALB levels had a good predictive ability (AUC = 0.856, AUC = 0.887), and the ROC revealed a greater combined prediction value for the two (AUC = 0.935).
Serum GDF15 levels could be used as a potential biomarker in the prediction of malnutrition in patients with AECOPD, offering a guidance for future clinical evaluation of malnutrition.
慢性阻塞性肺疾病(COPD)是一种常见的呼吸系统疾病,在急性加重期(AECOPD)常与营养不良并存,且严重影响预后。既往研究表明,生长分化因子15(GDF15)水平会促进食欲抑制、体重减轻和肌肉无力,并且在炎症刺激后外周血中显著升高。然而,血清GDF15水平是否可用于预测AECOPD患者的营养不良仍不清楚。
选取2022年12月至2023年8月在安顺市人民医院呼吸内科住院的142例患者进行本研究。根据全球营养不良领导倡议(GLIM)标准,依据体重指数(BMI)<18.5 kg/m²将参与者分为两组:营养不良组(n = 44)和非营养不良组(n = 98)。采用酶联免疫吸附测定(ELISA)法检测血清GDF15水平,并在两组间进行比较。采用Spearman相关性分析血清GDF15水平、基线数据和临床指标之间的关联。采用二元logistic回归确定AECOPD合并营养不良的独立危险因素。采用受试者工作特征(ROC)曲线评估血清GDF15、白蛋白(ALB)及其联合检测对AECOPD患者营养不良的预测价值。
营养不良合并AECOPD患者的血清GDF15水平显著高于无营养不良患者,而血清ALB水平显著低于无营养不良患者(P < 0.001)。此外,血清GDF15水平与BMI(r = -0.562,P < 0.001)、上臂围(r = -0.505,P < 0.001)、小腿围(r = -0.490,P < 0.001)、总蛋白(r = -0.486,P < 0.001)、ALB(r = -0.445,P < 0.001)和预后营养指数(r = -0.276,P = 0.001)呈负相关,与C反应蛋白(r = 0.318,P < 0.001)、COPD评估测试评分(r = 0.286,P = 0.001)、改良医学研究委员会分级(r = 0.310,P < 0.001)和慢性阻塞性肺疾病全球倡议分级(r = 0.177,P = 0.035)呈正相关。此外,血清GDF15水平是AECOPD患者营养不良的独立危险因素(OR = 1.010,95%CI,1.003~1.016)。血清GDF15水平的最佳截断值为1092.885 pg/mL,灵敏度为65.90%,特异度为89.80%,而血清ALB水平为36.15 g/L,灵敏度为86.40%,特异度为65.00%,联合检测的灵敏度为84.10%,特异度为73.90%。血清GDF15和血清ALB水平具有良好的预测能力(AUC = 0.856,AUC = 0.887),ROC曲线显示两者联合预测价值更大(AUC = 0.935)。
血清GDF15水平可作为预测AECOPD患者营养不良的潜在生物标志物,为未来营养不良的临床评估提供指导。