Deng Mingming, Bian Yiding, Zhang Qin, Zhou Xiaoming, Hou Gang
Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China-Japan Friendship Hospital, Beijing, China.
Graduate School of Peking Union Medical College, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.
Front Nutr. 2022 Jun 30;9:897097. doi: 10.3389/fnut.2022.897097. eCollection 2022.
Sarcopenia is an important factor contributing to comorbidities in patients with chronic obstructive pulmonary disease (COPD) and is an independent risk factor for increased mortality. The diagnostic process for sarcopenia requires specific equipment and specialized training and is difficult procedurally. A previous study found that GDF15 levels are associated with skeletal muscle mass and function in patients with COPD. However, whether circulating GDF15 levels can be used for the prediction of sarcopenia in patients with COPD is unknown.
This study included 235 patients with stable COPD who were divided into a development set ( = 117) and a validation set ( = 118), and we followed the definition of sarcopenia as defined by the guidelines from the Asian Working Group for Sarcopenia. Serum concentrations of GDF15 were measured using an enzyme-linked immunosorbent assay (ELISA), and construction of a nomogram and decision curve analysis were performed using the R package "rms."
In this study, serum GDF15 levels were negatively associated with skeletal muscle mass ( = -0.204, = 0.031), handgrip strength ( = -0.274, = 0.004), quadriceps strength ( = -0.269, = 0.029), and the thickness ( = -0.338, < 0.001) and area ( = -0.335, < 0.001) of the rectus femoris muscle in patients with COPD. Furthermore, the serum levels of GDF15 in patients with sarcopenia were significantly higher than those in controls. Importantly, serum levels of GDF15 could effectively predict sarcopenia in patients with COPD based on the development set (AUC = 0.827) and validation set (AUC = 0.801). Finally, a nomogram model based on serum GDF15 levels and clinical features showed good predictive ability (AUC > 0.89) in the development and validation sets.
Serum GDF15 levels could be used to accurately and easily evaluate sarcopenia in patients with COPD.
肌肉减少症是导致慢性阻塞性肺疾病(COPD)患者合并症的重要因素,也是死亡率增加的独立危险因素。肌肉减少症的诊断过程需要特定设备和专业培训,操作难度较大。先前的一项研究发现,生长分化因子15(GDF15)水平与COPD患者的骨骼肌质量和功能相关。然而,循环GDF15水平是否可用于预测COPD患者的肌肉减少症尚不清楚。
本研究纳入235例稳定期COPD患者,分为开发集(n = 117)和验证集(n = 118),我们遵循亚洲肌肉减少症工作组指南中定义的肌肉减少症定义。采用酶联免疫吸附测定(ELISA)法测定血清GDF15浓度,并使用R包“rms”进行列线图构建和决策曲线分析。
在本研究中,血清GDF15水平与COPD患者的骨骼肌质量(r = -0.204,P = 0.031)、握力(r = -0.274,P = 0.004)、股四头肌力量(r = -0.269,P = 0.029)以及股直肌厚度(r = -0.338,P < 0.001)和面积(r = -0.335,P < 0.001)呈负相关。此外,肌肉减少症患者的血清GDF15水平显著高于对照组。重要的是,基于开发集(AUC = 0.827)和验证集(AUC = 0.801),血清GDF15水平可有效预测COPD患者的肌肉减少症。最后,基于血清GDF15水平和临床特征的列线图模型在开发集和验证集中显示出良好的预测能力(AUC > 0.89)。
血清GDF15水平可用于准确、简便地评估COPD患者的肌肉减少症。