Département de médecine familiale et de médecine d'urgence, Centre de recherche sur le cancer, Université Laval, Centre de recherche du CHU de Québec, Québec, Canada.
Division of Clinical Epidemiology, McGill University Health Centre, Montreal, Canada.
J Cachexia Sarcopenia Muscle. 2024 Jun;15(3):1041-1053. doi: 10.1002/jcsm.13430. Epub 2024 Mar 13.
The interdependence of cytokines and appetite-modifying hormones implicated in cancer anorexia-cachexia syndrome (CACS) remains unclear. This study aimed to regroup these cytokines and hormones into distinct inflammatory (or non-inflammatory) pathways and determine whether these pathways can classify patients with CACS phenotypes.
Clinical characteristics of 133 patients [61.7% male; mean age = 63.4 (SD: 13.1) years] with advanced cancer prior to oncology treatments were documented, including weight loss history. Patients completed the Functional Assessment of Anorexia-Cachexia Therapy (FAACT) questionnaire and Timed Up and Go test and had their sex-standardized skeletal muscle index (z-SMI) and fat mass index (z-FMI) derived using computed tomography scans. Their plasma levels of cytokines and appetite-modifying hormones were also determined. Date of death was recorded. Exploratory factor analysis (EFA) was used to regroup 15 cytokines and hormone into distinct inflammatory pathways (factors). For each patient, regression factor scores (RFS), which tell how strongly the patient associates with each factor, were derived. Two-step cluster analysis on the RFS was used to classify patients into groups. CACS phenotypes were correlated with RFS and compared between groups. Groups' survival was estimated using Kaplan-Meier analysis.
Patients had low z-SMI (mean = -3.78 cm/m; SD: 8.88) and z-FMI (mean = 0.08 kg/m; SD: 56.25), and 62 (46.6%) had cachexia. EFA identified three factors: (F-1) IFN-γ, IL-1β, Il-4, IL-6, IL-10, IL-12, TGFβ1 (positive contribution), and IL-18 (negative); (F-2) IL-8, IL-18, MCP-1, TGFβ1, TNF-α (positive), and ghrelin (negative); and (F-3) TRAIL and leptin (positive), and TGFβ1 and adiponectin (negative). RFS-1 was associated with cachexia (P = 0.002); RFS-2, with higher CRP (P < 0.0001) and decreased physical function (P = 0.01); and RFS-3 with better appetite (P = 0.04), lower CRP (P = 0.002), higher z-SMI (P = 0.04) and z-FMI (P < 0.0001), and less cachexia characteristics (all P < 0.001). Four patient groups were identified with specific RFS clusters aligning with the CACS continuum from no cachexia to pre-cachexia, cachexia, and terminal cachexia. Compared to the other two groups, groups 1 and 2 had higher plasma levels of IL-18 and TRAIL. Group 1 also had lower inflammatory cytokines, adiponectin, and CRP compared to the other three groups. Group 3 had inflammatory cytokine levels similar to group 2, except for TNF-α and leptin which were lower. Group 4 had very high inflammatory cytokines, adiponectin, and CRP compared to the other 3 groups (all P < 0.0001). Groups 3 and 4 had worse cachexia characteristics (P < 0.05) and shorter survival (log rank: P = 0.0009) than the other two groups.
This exploratory study identified three distinct pathways of inflammation, or lack thereof, characterizing different CACS phenotypes.
细胞因子和参与癌症恶病质-恶病质综合征(CACS)的食欲调节激素之间的相互依存关系尚不清楚。本研究旨在将这些细胞因子和激素分为不同的炎症(或非炎症)途径,并确定这些途径是否可以对 CACS 表型患者进行分类。
记录了 133 例患有晚期癌症的患者(61.7%为男性;平均年龄=63.4[SD:13.1]岁)的临床特征,包括体重减轻史。患者完成了功能评估厌食恶病质治疗(FAACT)问卷和计时起立行走测试,并使用计算机断层扫描获得了标准化的骨骼肌指数(z-SMI)和脂肪质量指数(z-FMI)。还测定了他们的血浆细胞因子和食欲调节激素水平。记录了死亡日期。采用探索性因子分析(EFA)将 15 种细胞因子和激素分为不同的炎症途径(因子)。为每位患者得出了回归因子评分(RFS),这表明患者与每个因子的关联程度。对 RFS 进行两步聚类分析,将患者分为不同的组。将 CACS 表型与 RFS 相关联,并在组间进行比较。使用 Kaplan-Meier 分析估计组间的生存率。
患者的 z-SMI(平均值=-3.78cm/m;SD:8.88)和 z-FMI(平均值=0.08kg/m;SD:56.25)较低,62 例(46.6%)患有恶病质。EFA 确定了三个因素:(F-1)IFN-γ、IL-1β、Il-4、IL-6、IL-10、IL-12、TGFβ1(阳性贡献)和 IL-18(阴性);(F-2)IL-8、IL-18、MCP-1、TGFβ1、TNF-α(阳性)和 ghrelin(阴性);和(F-3)TRAIL 和瘦素(阳性),以及 TGFβ1 和 adiponectin(阴性)。RFS-1 与恶病质有关(P=0.002);RFS-2 与较高的 CRP(P<0.0001)和较低的身体功能(P=0.01)相关;RFS-3 与较好的食欲(P=0.04)、较低的 CRP(P=0.002)、较高的 z-SMI(P=0.04)和 z-FMI(P<0.0001)和较少的恶病质特征(均 P<0.001)相关。确定了四个患者组,其 RFS 聚类与从无恶病质到前恶病质、恶病质和终末期恶病质的 CACS 连续体相对应。与其他两个组相比,组 1 和 2 具有更高的 IL-18 和 TRAIL 血浆水平。与其他三个组相比,组 1 还具有较低的炎症细胞因子、adiponectin 和 CRP。与其他三个组相比,组 3 具有相似的炎症细胞因子水平,除了 TNF-α和 leptin 较低。与其他三个组相比,组 4 具有非常高的炎症细胞因子、adiponectin 和 CRP(均 P<0.0001)。与其他两个组相比,组 3 和 4 具有更差的恶病质特征(P<0.05)和更短的生存时间(对数秩:P=0.0009)。
本探索性研究确定了三个不同的炎症途径,或缺乏炎症途径,这些途径特征在于不同的 CACS 表型。