Kolck Johannes, Hosse Clarissa, Fehrenbach Uli, Beetz Nick-Lasse, Auer Timo Alexander, Pille Christian, Geisel Dominik
Department of Radiology, Charité - Universitätsmedizin Berlin, Berlin, Germany.
Department of Radiology, Charité- Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Augustenburger Platz 1, 13353, Berlin, Germany.
BMC Anesthesiol. 2025 May 26;25(1):266. doi: 10.1186/s12871-025-03142-7.
Muscle wasting in critically ill patients, particularly those with prolonged hospitalization, poses a significant challenge to recovery and long-term outcomes. The aim of this study was to characterize long-term muscle wasting trajectories in ICU patients with acute respiratory distress syndrome (ARDS) due to COVID-19 and acute pancreatitis (AP), to evaluate correlations between muscle wasting and patient outcomes, and to identify clinically feasible thresholds that have the potential to enhance patient care strategies.
A collective of 154 ICU patients (100 AP and 54 COVID-19 ARDS) with a minimum ICU stay of 10 days and at least three abdominal CT scans were retrospectively analyzed. AI-driven segmentation of CT scans quantified changes in psoas muscle area (PMA). A mixed model analysis was used to assess the correlation between mortality and muscle wasting, Cox regression was applied to identify potential predictors of survival. Muscle loss rates, survival thresholds and outcome correlations were assessed using Kaplan-Meier and receiver operating characteristic (ROC) analyses.
Muscle loss in ICU patients was most pronounced in the first two weeks, peaking at -2.42% and - 2.39% psoas muscle area (PMA) loss per day in weeks 1 and 2, respectively, followed by a progressive decline. The median total PMA loss was 48.3%, with significantly greater losses in non-survivors. Mixed model analysis confirmed correlation of muscle wasting with mortality. Cox regression identified visceral adipose tissue (VAT), sequential organ failure assessment (SOFA) score and muscle wasting as significant risk factors, while increased skeletal muscle area (SMA) was protective. ROC and Kaplan-Meier analyses showed strong correlations between PMA loss thresholds and survival, with daily loss > 4% predicting the worst survival (39.7%).
To our knowledge, This is the first study to highlight the substantial progression of muscle wasting in prolonged hospitalized ICU patients. The mortality-related thresholds for muscle wasting rates identified in this study may provide a basis for clinical risk stratification. Future research should validate these findings in larger cohorts and explore strategies to mitigate muscle loss.
Not applicable.
重症患者,尤其是住院时间延长的患者,肌肉萎缩对康复和长期预后构成重大挑战。本研究的目的是描述因新冠肺炎和急性胰腺炎(AP)导致急性呼吸窘迫综合征(ARDS)的ICU患者的长期肌肉萎缩轨迹,评估肌肉萎缩与患者预后之间的相关性,并确定有可能加强患者护理策略的临床可行阈值。
回顾性分析了154例ICU患者(100例AP和54例新冠肺炎ARDS),这些患者在ICU至少停留10天且至少进行了三次腹部CT扫描。人工智能驱动的CT扫描分割量化了腰大肌面积(PMA)的变化。采用混合模型分析评估死亡率与肌肉萎缩之间的相关性,应用Cox回归确定生存的潜在预测因素。使用Kaplan-Meier和受试者工作特征(ROC)分析评估肌肉丢失率、生存阈值和预后相关性。
ICU患者的肌肉丢失在最初两周最为明显,第1周和第2周腰大肌面积(PMA)损失率分别达到峰值,每天为-2.42%和-2.39%,随后逐渐下降。PMA总损失的中位数为48.3%,非幸存者的损失明显更大。混合模型分析证实了肌肉萎缩与死亡率之间的相关性。Cox回归确定内脏脂肪组织(VAT)、序贯器官衰竭评估(SOFA)评分和肌肉萎缩是显著的风险因素,而骨骼肌面积(SMA)增加具有保护作用。ROC和Kaplan-Meier分析显示PMA损失阈值与生存之间存在强相关性,每日损失>4%预测最差生存率(39.7%)。
据我们所知,这是第一项强调长期住院的ICU患者肌肉萎缩显著进展的研究。本研究中确定的与死亡率相关的肌肉萎缩率阈值可能为临床风险分层提供依据。未来的研究应在更大的队列中验证这些发现,并探索减轻肌肉损失的策略。
不适用。