Department of Nuclear Medicine, Peking University First Hospital, Beijing, 100034, China.
Department of Pathology, Peking University First Hospital, Beijing, 100034, China.
Eur J Nucl Med Mol Imaging. 2021 Nov;48(12):4054-4066. doi: 10.1007/s00259-021-05399-9. Epub 2021 May 12.
Nowadays, it is necessary to explore effective biomarkers associated with tumor immune microenvironment (TIME) noninvasively. Here, we investigated whether the metabolic parameter from preoperative 2-[F]FDG PET/CT could provide information related to TIME in patients with clear cell renal cell carcinoma (ccRCC).
Ninety patients with newly diagnosed ccRCC who underwent 2-[F]FDG PET/CT prior to surgery were retrospectively reviewed. The immunological features included tumor-infiltrating lymphocytes (TILs) density, programmed death-ligand 1 (PD-L1) expression, and tumor immune microenvironment types (TIMTs). TIMTs were classified as TIMT I (positive PD-L1 and high TILs), TIMT II (negative PD-L1 and low TILs), TIMT III (positive PD-L1 and low TILs), and TIMT IV (negative PD-L1 and high TILs). The relationship between maximum standardized uptake value (SUVmax) in the primary lesion from 2-[F]FDG PET/CT and immunological features was analyzed. Cox proportional hazards analyses were performed to identify the prognostic factors for disease-free survival (DFS) after nephrectomy.
Tumors with high TILs infiltration showed remarkable correlation with elevated SUVmax and aggressive clinicopathological characteristics, such as high World Health Organization/International Society of Urological Pathology (WHO/ISUP) grade. PD-L1 expression on tumor cells was positively associated with WHO/ISUP grade and negatively correlated with body mass index (BMI). However, no correlation was observed between SUVmax and PD-L1 expression, regardless of its spatial tissue distribution. SUVmax of TIMT I and IV was higher than that of TIMT II, but there was remarkable difference merely between TIMT II and IV. In multivariate analysis, SUVmax (P = 0.022, HR 3.120, 95% CI 1.175-8.284) and WHO/ISUP grade (P = 0.046, HR 2.613, 95% CI 1.017-6.710) were the significant prognostic factors for DFS. Six cases (16.2%) with normal SUVmax showed disease progression, while 25 cases (71.4%) with elevated SUVmax experienced disease progression. Conversely, the immunological features held no prognostic value.
Our findings demonstrated that 2-[F]FDG PET/CT could provide metabolic information of TIME for ccRCC patients and develop image-guided therapeutic strategies accordingly. Patients with elevated preoperative SUVmax should be seriously considered, and perioperative immunotherapy might be beneficial for them.
目前,有必要探索与肿瘤免疫微环境(TIME)相关的非侵入性有效生物标志物。本研究旨在探讨术前 2-[F]FDG PET/CT 的代谢参数能否为接受肾透明细胞癌(ccRCC)切除术的患者提供与 TIME 相关的信息。
回顾性分析了 90 例术前接受 2-[F]FDG PET/CT 检查的初诊 ccRCC 患者。免疫特征包括肿瘤浸润淋巴细胞(TILs)密度、程序性死亡配体 1(PD-L1)表达和肿瘤免疫微环境类型(TIMTs)。TIMTs 分为 TIMT I(阳性 PD-L1 和高 TILs)、TIMT II(阴性 PD-L1 和低 TILs)、TIMT III(阳性 PD-L1 和低 TILs)和 TIMT IV(阴性 PD-L1 和高 TILs)。分析 2-[F]FDG PET/CT 原发肿瘤中最大标准化摄取值(SUVmax)与免疫特征之间的关系。采用 Cox 比例风险分析确定肾切除术后无病生存(DFS)的预后因素。
高 TILs 浸润的肿瘤与 SUVmax 升高和侵袭性临床病理特征显著相关,如世界卫生组织/国际泌尿病理学会(WHO/ISUP)分级较高。肿瘤细胞 PD-L1 表达与 WHO/ISUP 分级呈正相关,与体重指数(BMI)呈负相关。然而,SUVmax 与 PD-L1 表达之间没有相关性,无论其空间组织分布如何。TIMT I 和 IV 的 SUVmax 高于 TIMT II,但 TIMT II 与 TIMT IV 之间有显著差异。多因素分析显示,SUVmax(P=0.022,HR 3.120,95%CI 1.175-8.284)和 WHO/ISUP 分级(P=0.046,HR 2.613,95%CI 1.017-6.710)是 DFS 的显著预后因素。6 例(16.2%)SUVmax 正常的患者出现疾病进展,而 25 例(71.4%)SUVmax 升高的患者出现疾病进展。相反,免疫特征对预后没有价值。
本研究结果表明,2-[F]FDG PET/CT 可为 ccRCC 患者提供 TIME 的代谢信息,并据此制定影像引导的治疗策略。术前 SUVmax 升高的患者应引起重视,围手术期免疫治疗可能对他们有益。