Department of Cancer Imaging, School of Biomedical Engineering and Imaging Sciences, King's College London, 5th Floor Becket House, 1 Lambeth Palace Road, London, SE1 7EU, UK.
King's College London & Guy's and St Thomas' PET Centre, London, UK.
Eur Radiol. 2024 Sep;34(9):5889-5902. doi: 10.1007/s00330-024-10651-5. Epub 2024 Feb 22.
Programmed death-ligand 1 (PD-L1) expression is a predictive biomarker for immunotherapy in non-small cell lung cancer (NSCLC). PD-L1 and glucose transporter 1 expression are closely associated, and studies demonstrate correlation of PD-L1 with glucose metabolism.
The aim of this study was to investigate the association of fluorine-18 fluorodeoxyglucose positron emission tomography/computed tomography ([F]FDG-PET/CT) metabolic parameters with PD-L1 expression in primary lung tumour and lymph node metastases in resected NSCLC.
We conducted a retrospective analysis of 210 patients with node-positive resectable stage IIB-IIIB NSCLC. PD-L1 tumour proportion score (TPS) was determined using the DAKO 22C3 immunohistochemical assay. Semi-automated techniques were used to analyse pre-operative [F]FDG-PET/CT images to determine primary and nodal metabolic parameter scores (including max, mean, peak and peak adjusted for lean body mass standardised uptake values (SUV), metabolic tumour volume (MTV), total lesional glycolysis (TLG) and SUV heterogeneity index (HISUV)).
Patients were predominantly male (57%), median age 70 years with non-squamous NSCLC (68%). A majority had negative primary tumour PD-L1 (TPS < 1%; 53%). Mean SUV, SUV, SUV and SUL values were significantly higher (p < 0.05) in those with TPS ≥ 1% in primary tumour (n = 210) or lymph nodes (n = 91). However, ROC analysis demonstrated only moderate separability at the 1% PD-L1 TPS threshold (AUCs 0.58-0.73). There was no association of MTV, TLG and HISUV with PD-L1 TPS.
This study demonstrated the association of SUV-based [F]FDG-PET/CT metabolic parameters with PD-L1 expression in primary tumour or lymph node metastasis in resectable NSCLC, but with poor sensitivity and specificity for predicting PD-L1 positivity ≥ 1%.
Whilst SUV-based fluorine-18 fluorodeoxyglucose positron emission tomography/computed tomography metabolic parameters may not predict programmed death-ligand 1 positivity ≥ 1% in the primary tumour and lymph nodes of resectable non-small cell lung cancer independently, there is a clear association which warrants further investigation in prospective studies.
Non-applicable KEY POINTS: • Programmed death-ligand 1 immunohistochemistry has a predictive role in non-small cell lung cancer immunotherapy; however, it is both heterogenous and dynamic. • SUV-based fluorine-18 fluorodeoxyglucose positron emission tomography/computed tomography ([F]FDG-PET/CT) metabolic parameters were significantly higher in primary tumour or lymph node metastases with positive programmed death-ligand 1 expression. • These SUV-based parameters could potentially play an additive role along with other multi-modal biomarkers in selecting patients within a predictive nomogram.
程序性死亡配体 1(PD-L1)表达是预测非小细胞肺癌(NSCLC)免疫治疗的生物标志物。PD-L1 与葡萄糖转运蛋白 1 的表达密切相关,研究表明 PD-L1 与葡萄糖代谢相关。
本研究旨在探讨氟-18 氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描([F]FDG-PET/CT)代谢参数与 NSCLC 切除术后原发性肿瘤和淋巴结转移中 PD-L1 表达的相关性。
我们对 210 例淋巴结阳性可切除 IIB-IIIB 期 NSCLC 患者进行了回顾性分析。使用 DAKO 22C3 免疫组织化学检测法测定 PD-L1 肿瘤比例评分(TPS)。使用半自动技术分析术前[F]FDG-PET/CT 图像,以确定原发性和淋巴结代谢参数评分(包括最大、平均、峰值和调整瘦体重标准化摄取值(SUV)后的峰值、代谢肿瘤体积(MTV)、总病灶糖酵解(TLG)和 SUV 异质性指数(HISUV))。
患者主要为男性(57%),中位年龄 70 岁,非鳞状 NSCLC(68%)。大多数患者原发性肿瘤 PD-L1 表达为阴性(TPS<1%;53%)。原发性肿瘤(n=210)或淋巴结(n=91)中 TPS≥1%的患者的平均 SUV、SUV、SUV 和 SUL 值显著更高(p<0.05)。然而,ROC 分析显示在 1% PD-L1 TPS 阈值时仅有中度可分离性(AUCs 0.58-0.73)。MTV、TLG 和 HISUV 与 PD-L1 TPS 无相关性。
本研究表明,[F]FDG-PET/CT 代谢参数与可切除 NSCLC 中原发性肿瘤或淋巴结转移中 PD-L1 表达相关,但对预测 PD-L1 阳性率≥1%的敏感性和特异性较差。
尽管基于 SUV 的氟-18 氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描代谢参数可能不能独立预测可切除非小细胞肺癌中 PD-L1 阳性率≥1%,但存在明确的相关性,需要进一步在前瞻性研究中进行调查。
不适用
PD-L1 免疫组化在非小细胞肺癌免疫治疗中有预测作用;然而,它具有异质性和动态性。
原发性肿瘤或淋巴结转移中 PD-L1 表达阳性的患者,基于 SUV 的氟-18 氟代脱氧葡萄糖正电子发射断层扫描/计算机断层扫描([F]FDG-PET/CT)代谢参数显著更高。
这些基于 SUV 的参数可能在预测列线图中的患者时,与其他多模态生物标志物一起发挥附加作用。