Yan Guanghong, Liu Lizhu, Liu Mengmei, Jiang Xinyue, Chen Ping, Li Min, Ma Qingyan, Li Yani, Duan Sifan, You Ruimin, Huang Yanni, Li Zhenhui, You Dingyun
Yunnan Provincial Key Laboratory of Public Health and Biosafety, School of Public Health, Kunming Medical University, Kunming, China.
Department of Radiology, The Third Affiliated Hospital of Kunming Medical University, Yunnan Cancer Hospital, Yunnan Cancer Center, Kunming, China.
Front Nutr. 2024 Sep 18;11:1381995. doi: 10.3389/fnut.2024.1381995. eCollection 2024.
Low skeletal muscle mass and high adipose tissue coexist across the body weight spectrum and independently predict the survival ratio of colorectal cancer (CRC) patients. This combination may lead to a mutually exacerbating vicious cycle. Tumor-associated metabolic conditions primarily affect subcutaneous adipose tissue, but the nature and direction of its relationship with skeletal muscle are unclear. This study aims to examine the bidirectional causal relationship between skeletal muscle index (SMI) and subcutaneous fat index (SFI) during the perioperative period in CRC patients; as well as to validate the association between perioperative SMI, SFI, and CRC prognosis.
This population-based retrospective cohort study included patients with stage I-III colorectal cancer who underwent radical resection at the Third Affiliated Hospital of Kunming Medical University between September 2012 and February 2019. Based on inclusion and exclusion criteria, 1,448 patients were analyzed. Preoperative (P1), 2 months postoperative (P2), and 5 months postoperative (P3) CT scans were collected to evaluate the skeletal muscle index (SMI; muscle area at the third lumbar vertebra divided by height squared) and subcutaneous fat index (SFI; subcutaneous fat area at the third lumbar vertebra divided by height squared). A random intercept cross-lagged panel model (RI-CLPM) was used to examine the intra-individual relationship between SMI and SFI, and Cox regression was employed to assess the association between SMI, SFI, recurrence-free survival (RFS), and overall survival (OS).
The median age at diagnosis was 59.00 years (IQR: 51.00-66.00), and 587 patients (40.54%) were female. RI-CLPM analysis revealed a negative correlation between SFI and subsequent SMI at the individual level: P1-P2 ( = -0.372, = 0.038) and P2-P3 ( = -0.363, = 0.001). SMI and SFI showed a negative correlation during P1-P2 ( = -0.363, = 0.001) but a positive correlation during P2-P3 ( = 0.357, = 0.006). No significant correlation was found between the random intercepts of SFI and SMI at the between-person level ( = 0.157, = 0.603). The Cox proportional hazards multivariate regression model identified that patients with elevated SFI had poorer recurrence-free survival (HR, 1.24; 95% CI: 1.00-1.55). Compared to patients with normal preoperative SMI and SFI, those with low SMI or high SFI had poorer recurrence-free survival (HR, 1.26; 95% CI: 1.03-1.55) and overall survival (HR, 1.39; 95% CI: 1.04-1.87). However, no significant association between SMI and SFI and the prognosis of colorectal cancer patients was observed postoperatively.
In CRC patients, preoperative muscle loss leads to postoperative fat accumulation, exacerbating muscle loss in a feedback loop. Elevated preoperative SFI predicts poorer survival outcomes. Monitoring SMI and SFI is crucial as prognostic indicators, despite non-significant postoperative associations. Further research is needed to improve patient outcomes.
低骨骼肌质量和高脂肪组织在整个体重范围内并存,并独立预测结直肠癌(CRC)患者的生存率。这种组合可能导致相互加剧的恶性循环。肿瘤相关的代谢状况主要影响皮下脂肪组织,但其与骨骼肌的关系性质和方向尚不清楚。本研究旨在探讨CRC患者围手术期骨骼肌指数(SMI)与皮下脂肪指数(SFI)之间的双向因果关系;并验证围手术期SMI、SFI与CRC预后之间的关联。
这项基于人群的回顾性队列研究纳入了2012年9月至2019年2月在昆明医科大学第三附属医院接受根治性切除的I-III期结直肠癌患者。根据纳入和排除标准,分析了1448例患者。收集术前(P1)、术后2个月(P2)和术后5个月(P3)的CT扫描,以评估骨骼肌指数(SMI;第三腰椎水平的肌肉面积除以身高的平方)和皮下脂肪指数(SFI;第三腰椎水平的皮下脂肪面积除以身高的平方)。采用随机截距交叉滞后面板模型(RI-CLPM)来研究SMI与SFI之间的个体内关系,并采用Cox回归评估SMI、SFI、无复发生存率(RFS)和总生存率(OS)之间的关联。
诊断时的中位年龄为59.00岁(IQR:51.00-66.00),587例患者(40.54%)为女性。RI-CLPM分析显示,在个体水平上,SFI与随后的SMI呈负相关:P1-P2(β=-0.372,P=0.038)和P2-P3(β=-0.363,P=0.001)。SMI与SFI在P1-P2期间呈负相关(β=-0.363,P=0.001),但在P2-P3期间呈正相关(β=0.357,P=0.006)。在个体间水平上,SFI与SMI的随机截距之间未发现显著相关性(β=0.157,P=0.603)。Cox比例风险多元回归模型确定,SFI升高的患者无复发生存率较差(HR,1.24;95%CI:1.00-1.55)。与术前SMI和SFI正常的患者相比,SMI低或SFI高的患者无复发生存率较差(HR,1.26;95%CI:1.03-1.55),总生存率也较差(HR,1.39;95%CI:1.04-1.87)。然而,术后未观察到SMI和SFI与结直肠癌患者预后之间的显著关联。
在CRC患者中,术前肌肉丢失导致术后脂肪堆积,在反馈回路中加剧肌肉丢失。术前SFI升高预示着较差的生存结果。尽管术后关联不显著,但监测SMI和SFI作为预后指标至关重要。需要进一步研究以改善患者预后。