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临床试验/NCT05298722
NCT05298722招募中不适用

Prediction of Surgical Resectability After FOLFIRINOX Chemotherapy for Borderline Resectable and Locally Advanced Pancreatic Cancer: the Role of Diffusion Weighted Magnetic Resonance Imaging, Radiomics and Liquid Biopsy

University Hospital, Ghent16 个研究点 分布在 2 个国家目标入组 45 人开始时间: 2022年12月12日最近更新:
适应症

试验速览

阶段
不适用
状态
招募中
入组人数
45
试验地点
16
主要终点
Prediction of surgical resectability

研究概览

简要总结

In this prospective study, new diagnostic tools will be explored for patients with borderline resectable and locally advanced pancreatic ductal adenocarcinoma (BR or LAPDA) who undergo neoadjuvant chemotherapy with FOLFIRINOX. The diagnostic work-up and therapy for the study population will not differ from the gold standard during the study; only additional diagnostic tools will be implemented, and their value will be analyzed post hoc.

The 5-year survival rate of pancreatic cancer is 9%, but this can be drastically improved if surgery is possible. With its increasing incidence and poor prognosis, pancreatic cancer is becoming a global oncologic challenge where major breakthroughs are still required to improve patient outcomes. Patients with BR or LAPDA typically undergo neoadjuvant treatment with FOLFIRINOX chemotherapy, followed by referral for surgery if a response is observed. In these cases, surgical resectability is difficult to predict based on CT imaging due to the tumor's desmoplastic reaction, which obscures tumor-vessel contact without clear morphological changes. Consequently, patients without tumor progression on CT and with a decreased tumor marker (CA 19-9) are considered for surgical exploration to ensure that no potentially curative treatment is denied. However, the non-specific nature of CA 19-9 and the unreliable spatial changes on CT do not allow for accurate patient stratification. Therefore, alternative diagnostic strategies are needed to better predict resectability, minimizing unnecessary laparotomies while ensuring that potentially curative approaches are not overlooked.

In this project, the investigator will apply diffusion-weighted magnetic resonance imaging (DW-MRI), as it has been shown to be useful in assessing tumor response beyond morphological parameters. DW-MRI enables the detection of functional tumor changes, variations in vascularization, and fibrosis without modifications in shape. The statistical evaluation of visual information using radiomics optimizes data analysis, allowing comparisons over time (before and after chemotherapy) and correlation with operative findings (resectable or unresectable tumor).

The investigator will focus on patients with BR and LAPDA and assess whether a combination of clinical and genetic factors can predict successful surgical resection. To this end, DW-MRI imaging will be complemented by multi-omics profiling in liquid biopsies. Furthermore, the investigator aims to validate, in a prospective patient cohort, the predictive value of recently published single nucleotide polymorphisms (SNPs) in genes that regulate cancer progression, invasion, and metastasis. Some alleles of these SNPs have been associated with an increased risk of tumor-related mortality compared to protective genotypes.

详细描述

Study Aim The aim of this study is to assess whether the combination of radiomics, diffusion-weighted magnetic resonance imaging (DW-MRI), and multi-omics profiling in liquid biopsies-both before and after neoadjuvant chemotherapy-can predict the probability of achieving successful surgical excision in patients with borderline resectable (BR) and locally advanced pancreatic ductal adenocarcinoma (LAPDA).

Additionally, a subgroup analysis will be performed, taking into account risk alleles of single nucleotide polymorphisms (SNPs) that have recently been associated with worse survival outcomes.

The primary endpoint of this study is to improve the prediction of surgical resectability following neoadjuvant chemotherapy with FOLFIRINOX in patients with BR and LAPDA. The focus is on increasing diagnostic specificity to better identify patients with unresectable tumors, thereby avoiding unnecessary exploratory laparotomies that may delay further chemotherapy.

Secondary endpoints include the evaluation of postoperative complications, cost minimization, and disease-free and overall survival.

Background & Rationale All factors evaluated in this study-DW-MRI, radiomics, genetic markers (SNPs), and multi-omics profiling in liquid biopsies-have individually shown promise for early diagnosis, prognosis assessment, and correlation with tumor response to chemotherapy in pancreatic cancer. However, these modalities have never been combined in an innovative study such as this, where they are integrated to enhance clinical decision-making.

研究设计

研究类型
Interventional
分配方式
Na
干预模型
Single Group
主要目的
Diagnostic
盲法
None

入排标准

年龄范围
18 Years 至 —(Adult, Older Adult)
性别
All
接受健康志愿者

入选标准

  • Male or female patients, aged 18 years and above
  • Diagnosis of BR or LA PDAC according to NCCN guidelines (version 1.2020)
  • Histologic diagnosis of PDAC
  • No medical or anesthetic contra-indication for surgery
  • Able to understand nature of the study procedures
  • Willing to participate and give written informed consent

排除标准

  • Age < 18 years
  • Distant metastases
  • Histologic diagnosis of cholangiocarcinoma, duodenal carcinoma or neuroendocrine tumor
  • Known hypersensitivity for MRI contrast
  • Pacemaker or prosthesis with incompatibility for MRI
  • Claustrophobia
  • Pregnancy or breastfeeding
  • Not able to understand nature of the study procedure
  • Performance status ECOG score: >2

结局指标

主要结局

Prediction of surgical resectability

时间窗: 2 years

Create an algorithm to predict surgical resectability of BR and LA PDAC after neoadjuvant FOLFIRINOX with radiomics analysis of CT and DW-MRI to determine the tumoral vascular invasion in combination with the evolution of CA19-9 and genetic profilling of liquid biopsies (phenotyping and quantification of the CTCs, longitudinal analysis of driver mutations and epigenetic changes in cfDNA).

R1 resection rate

时间窗: 2 years

Histopathological response

时间窗: 2 years

次要结局

  • Disease free survival(4 years)
  • Perioperative complications(2 years)
  • Generic measurement of health status(4 years)
  • Overall survival(4 years)
  • Measurement of quality of life in patients with pancreatic cancer(4 years)
  • Prediction of R0 resection(2 years)

研究者

申办方类型
Other
责任方
Sponsor

研究点 (16)

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