Muscle Loss Is Prevalent and Severe in the ICU: An Analysis of Clinically Acquired CT Images

Ainsley C. J. Smith, Brandon M. Hisey, Chel Hee Lee, Christopher J. Grant, Richard E. A. Walker, Kevin J. Solverson, Kirsten N. Bott, Christopher J. Doig, Sarah L. Manske
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Abstract

Background

Muscle loss is a common and debilitating complication of critical illness. Understanding the prevalence, severity, and risk factors associated with muscle loss is challenging. Muscle cross-sectional area obtained from computed tomography (CT) scans can be used to assess changes in muscle over the course of critical illness. The objective of this study was to investigate changes in muscle in the ICU using clinically acquired CT imaging, describe the severity and prevalence of muscle loss in the ICU, and explore the risk factors for muscle loss in the ICU.

Methods

For this multi-hospital cohort study, we acquired baseline and follow-up CT abdominal scans for 171 ICU trauma and sepsis patients from four hospitals in Calgary, Canada. We measured mean psoas muscle cross-sectional area at the level of the third lumbar vertebra using a U-Net algorithm and manual correction. Patient demographic and illness-related information were acquired using electronic medical records. Linear mixed models and regressions were used to assess risk factors.

Results

CT-derived psoas muscle index (PMI, defined as psoas cross-sectional area/height2), was calculated for 151 patients. The median [IQR] age was 55 [42, 67] years and 40% of patients were female. 71% of patients had sepsis and 29% had traumatic injuries. Patients experienced a median [IQR] 9 [1.5, 18.3]% reduction in psoas muscle index (PMI) over a median [IQR] 13 [9, 21] days in the ICU. This represents a median PMI loss rate of 0.9% [0.2, 1.6] % per day. The prevalence of substantial PMI loss (≥ 10%) was 45%. Patients with greater PMI at baseline or greater time in the ICU experienced more profound PMI loss (p < 0.001). Trauma patients experienced a greater rate of PMI loss than sepsis patients (p < 0.05). Female sepsis patients had the lowest PMI at follow-up (p < 0.001). 89% of patients survived the ICU. Greater rate of PMI loss was associated with increased ICU mortality (p < 0.05).

Conclusions

Muscle loss in trauma and sepsis patients in the ICU is common, especially among patients with longer ICU stays or greater baseline muscle. Greater rate of muscle loss occurs in trauma patients and is associated with mortality.

Abstract Image

肌肉损失是普遍和严重的ICU:临床获得的CT图像分析
背景:肌肉萎缩是危重症的常见并发症。了解与肌肉损失相关的患病率、严重程度和危险因素是具有挑战性的。通过计算机断层扫描(CT)获得的肌肉横截面积可用于评估危重疾病过程中肌肉的变化。本研究的目的是通过临床获得的CT影像来研究ICU患者的肌肉变化,描述ICU患者肌肉损失的严重程度和流行程度,并探讨ICU患者肌肉损失的危险因素。方法在这项多医院队列研究中,我们获得了来自加拿大卡尔加里四家医院的171例ICU创伤和败血症患者的基线和随访CT腹部扫描。我们使用U-Net算法和人工校正测量了第三腰椎水平的腰大肌平均横截面积。使用电子病历获取患者人口统计和疾病相关信息。使用线性混合模型和回归来评估危险因素。结果计算了151例患者的ct腰肌指数(PMI,定义为腰肌横截面积/高度2)。中位[IQR]年龄为55岁[42,67]岁,40%的患者为女性。71%的患者有败血症,29%的患者有外伤性损伤。患者在ICU的中位[IQR] 13[9,21]天内腰肌指数(PMI)下降了9[1.5,18.3]%。这意味着平均每天的PMI损失率为0.9%[0.2,1.6]%。PMI大幅下降(≥10%)的发生率为45%。基线时PMI较高或在ICU住院时间较长的患者会经历更严重的PMI损失(p < 0.001)。创伤患者的PMI丢失率高于脓毒症患者(p < 0.05)。女性脓毒症患者随访时PMI最低(p < 0.001)。89%的患者在ICU存活。PMI失失率越高,ICU死亡率越高(p < 0.05)。结论:ICU创伤和脓毒症患者的肌肉损失是常见的,特别是在ICU住院时间较长或基线肌肉较大的患者中。创伤患者的肌肉损失率更高,并与死亡率相关。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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