Department of Surgery, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
Department of Pathology Unit of Tumour Immuno-Pathology, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands; Department of Pathology Unit of Clinical Bioinformatics, Erasmus University Medical Center Rotterdam, 3000 CA Rotterdam, the Netherlands.
Eur J Cancer. 2023 Mar;181:119-134. doi: 10.1016/j.ejca.2022.12.024. Epub 2022 Dec 28.
5-fluorouracil, folinic acid, irinotecan and oxaliplatin (FOLFIRINOX) is promising in treating patients with pancreatic ductal adenocarcinoma. However, many patients and physicians are reluctant to start FOLFIRINOX due to its high toxicity and limited clinical response rates. In this study, we investigated the effect of a single FOLFIRINOX cycle, in combination with a granulocyte colony-stimulating factor, on the blood immune transcriptome of patients with pancreatic ductal adenocarcinoma. We aimed to identify an early circulating biomarker to predict the lack of FOLFIRINOX response.
Blood samples of 68 patients from all disease stages, who received at least four FOLFIRINOX cycles, were collected at baseline and after the first cycle. The response to treatment was radiologically evaluated following the Response Evaluation Criteria in Solid Tumours criteria 1.1. Targeted immune-gene expression profiling (GEP) was performed using NanoString technologies. To predict the lack of FOLFIRINOX response, we developed a FOLFIRINOX delta GEP (FFX-ΔGEP) score.
A single FOLFIRINOX cycle significantly altered 395 genes, correlating to 30 significant alterations in relative immune cell abundances and pathway activities. The eight-gene (BID, FOXP3, KIR3DL1, MAF, PDGFRB, RRAD, SIGLEC1 and TGFB2) FFX-ΔGEP score predicted the lack of FOLFIRINOX response with a leave-one-out cross-validated area under the curve (95% confidence interval) of 0.87 (0.60-0.98), thereby outperforming the predictiveness of absolute and proportional Δcarbohydrate antigen19-9 values.
A single FOLFIRINOX cycle, combined with granulocyte colony-stimulating factor, alters the peripheral immune transcriptome indisputably. Our novel FFX-ΔGEP is, to our knowledge, the first multigene early circulating biomarker that predicts the lack of FOLFIRINOX response after one cycle. Validation in a larger independent patient cohort is crucial before clinical implementation.
5-氟尿嘧啶、亚叶酸钙、伊立替康和奥沙利铂(FOLFIRINOX)在治疗胰腺导管腺癌患者方面具有广阔的前景。然而,由于其高毒性和有限的临床反应率,许多患者和医生不愿意开始使用 FOLFIRINOX。在这项研究中,我们研究了单次 FOLFIRINOX 周期联合粒细胞集落刺激因子对胰腺导管腺癌患者血液免疫转录组的影响。我们旨在确定一种早期循环生物标志物来预测缺乏 FOLFIRINOX 反应。
收集了 68 名各期疾病患者的血液样本,这些患者至少接受了四个 FOLFIRINOX 周期的治疗,在基线和第一个周期后采集了样本。按照实体瘤反应评价标准 1.1 进行影像学评估治疗反应。使用 NanoString 技术进行靶向免疫基因表达谱(GEP)分析。为了预测缺乏 FOLFIRINOX 反应,我们开发了 FOLFIRINOX 基因表达谱差值(FFX-ΔGEP)评分。
单次 FOLFIRINOX 周期显著改变了 395 个基因,与 30 个相对免疫细胞丰度和途径活性的显著改变相关。由 BID、FOXP3、KIR3DL1、MAF、PDGFRB、RRAD、SIGLEC1 和 TGFB2 这 8 个基因组成的 FFX-ΔGEP 评分,通过留一法交叉验证曲线下面积(95%置信区间)为 0.87(0.60-0.98),从而优于绝对和比例 Δcarbohydrate antigen19-9 值的预测能力。
单次 FOLFIRINOX 周期联合粒细胞集落刺激因子无疑会改变外周免疫转录组。我们的新型 FFX-ΔGEP 是我们所知的第一个多基因早期循环生物标志物,可在一个周期后预测缺乏 FOLFIRINOX 反应。在临床实施之前,在更大的独立患者队列中进行验证至关重要。