Division of Epidemiology, Department of Medicine, Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee.
Morphomics Analysis Group, University of Michigan, Ann Arbor.
JAMA Netw Open. 2024 Oct 1;7(10):e2440047. doi: 10.1001/jamanetworkopen.2024.40047.
Associations of body mass index (BMI) with survival in pancreatic ductal adenocarcinoma (PDA) have substantial variability in literature, potentially due to heterogeneous patient populations and retrospective analyses. Additionally, BMI may inadequately describe body composition (ie, morphomics; including subcutaneous and visceral fats, muscle, and fascia), which might have independent biological roles and associations with survival.
To study the associations of BMI and morphomics with survival and metabolomics in metastatic PDA.
DESIGN, SETTING, AND PARTICIPANTS: This cohort study prospectively collected patient data, imaging, and serum on the phase 3 trial (Avenger500), which investigated the efficacy and safety of 5-fluorouracil, leucovorin, oxaliplatin, and irinotecan (FOLFIRINOX) versus modified FOLFIRINOX plus devimistat. The randomized trial accrued 528 patients with chemotherapy-naive, metastatic PDA from Europe, Israel, Korea, and the US between 2018 and 2020. In the present study, per-protocol patients with L1 to L4, T10 to T12 vertebral levels were evaluated. Data analysis occurred from January 2023 to April 2024.
Patient data were collected by clinical staff. Morphomics were analyzed from baseline imaging. Metabolites were extracted from baseline serum.
A multifaceted statistical approach evaluated associations of BMI and morphomics with progression-free survival (PFS) and overall survival (OS). Associations of morphomics with metabolites were also studied.
Of the 528 initial patients, 476 (median [IQR] age, 63 [56-68] years; 280 male [58.8%]; median [IQR] BMI, 25.0 [22.1-25.9]) were evaluable for the present study. BMI (obese [≥30] compared with normal [18.5-24.9]) was not associated with OS (hazard ratio [HR], 0.90; 95% CI, 0.67-1.22; P for trend = .33). More subcutaneous fat was associated with longer OS (HR, 0.62; 95% CI, 0.41-0.94; P for trend = .02). Higher visceral fat density was associated with shorter PFS (HR, 1.74; 95% CI, 1.23-2.48; P for trend = .002) and OS (HR, 1.50; 95% CI, 1.12-2.00; P for trend = .008). A higher muscle-to-fascia ratio was associated with longer PFS (HR, 0.58; 95% CI, 0.40-0.84; P for trend = .005) and OS (HR, 0.56; 95% CI, 0.41-0.75; P for trend = 1.7 × 10-4). Subcutaneous fat was positively associated with long-chain fatty acid metabolism including pristanic acid, decanoylcarnitine, decenoylcarnitine, and octanoylcarnitine. Muscle-to-fascia was positively associated with metabolites including acetylcarnosine (β = 0.34; 95% CI, 0.21-0.47; P = 1.27 × 10-6).
In cohort study of patients with metastatic PDA, BMI was not associated with survival. Higher visceral fat density, subcutaneous fat area, and muscle-to-fascia ratio were associated with survival independent of BMI. The latter 2 were associated with higher levels of animal product metabolism. These findings could represent novel focuses for prognostication and intervention to improve survival of patients with PDA.
在胰腺导管腺癌(PDA)的文献中,体重指数(BMI)与生存率之间的关联存在很大的可变性,这可能是由于患者人群的异质性和回顾性分析的原因。此外,BMI 可能不能充分描述身体成分(即形态学;包括皮下脂肪和内脏脂肪、肌肉和筋膜),而这些成分可能具有独立的生物学作用,并与生存率相关。
研究 BMI 和形态学与转移性 PDA 的生存率和代谢组学的关系。
设计、设置和参与者:这项队列研究前瞻性地收集了来自欧洲、以色列、韩国和美国的 528 名接受过化疗的转移性 PDA 患者的数据、影像学和血清,这些患者参与了一项评估氟尿嘧啶、亚叶酸、奥沙利铂和伊立替康(FOLFIRINOX)与改良 FOLFIRINOX 加 devimistat 的疗效和安全性的 3 期试验(Avenger500)。这项随机试验招募了 2018 年至 2020 年期间患有 L1 到 L4、T10 到 T12 椎体水平的化疗初治转移性 PDA 患者。在本研究中,对符合方案的患者进行了评估,这些患者的基线影像学检查显示 L1 到 L4、T10 到 T12 椎体水平的病变。数据分析于 2023 年 1 月至 2024 年 4 月进行。
临床工作人员收集了患者的数据。形态学分析来自基线影像学。代谢物从基线血清中提取。
在最初的 528 名患者中,有 476 名(中位[IQR]年龄,63[56-68]岁;280 名男性[58.8%];中位[IQR]BMI,25.0[22.1-25.9])可用于本研究。BMI(肥胖[≥30]与正常[18.5-24.9])与 OS 无关(HR,0.90;95%CI,0.67-1.22;P 趋势=0.33)。更多的皮下脂肪与更长的 OS 相关(HR,0.62;95%CI,0.41-0.94;P 趋势=0.02)。更高的内脏脂肪密度与较短的 PFS(HR,1.74;95%CI,1.23-2.48;P 趋势=0.002)和 OS(HR,1.50;95%CI,1.12-2.00;P 趋势=0.008)相关。更高的肌肉与筋膜比与更长的 PFS(HR,0.58;95%CI,0.40-0.84;P 趋势=0.005)和 OS(HR,0.56;95%CI,0.41-0.75;P 趋势=1.7×10-4)相关。皮下脂肪与包括植烷酸、癸酰肉碱、癸烯酰肉碱和辛酰肉碱在内的长链脂肪酸代谢呈正相关。肌肉与筋膜比与乙酰肉毒碱等代谢物呈正相关(β=0.34;95%CI,0.21-0.47;P=1.27×10-6)。
在一项转移性 PDA 患者的队列研究中,BMI 与生存率无关。更高的内脏脂肪密度、皮下脂肪面积和肌肉与筋膜比与 BMI 无关,与生存率相关。后两者与更高水平的动物产品代谢有关。这些发现可能为改善 PDA 患者的生存率提供新的预测和干预重点。