Patients suffering metastasized gastrointestinal cancer often receive ineffective treatments for prolonged periods of time as therapy non-response, which is hard to detect, cannot be determined earlier than nine weeks following start of therapy. Current therapy evaluation strategies primarily focus on morphological changes via RECIST criteria. However, morphological changes are subjected to prior physiological and metabolic alterations. Therefore, the NICI project's ambition is to lay the foundations of a new area of research: the study of human biology using non-invasive chemistry imaging. For this, NICI aims to unite two areas of research: metabolomics and magnetic resonance (MR). Metabolomics studies body functions through the measurements of metabolites; MR imaging (MRI) and spectroscopy (MRS) can provide 3D images of the body and measure metabolite and lipid content respectively. Previous studies show that phospholipid metabolites in particular the cell membrane precursors i.e. phosphomonoesters (PME), and the cell membrane degradation products i.e. phosphodiesters (PDE) are valuable biomarkers in therapy assessment. With this NICI approach, the consortium aims at reducing the nine weeks period before therapy efficacy evaluation to three weeks or less. By validating the powerful new MRS(I)-visible biomarkers in a patient cohort, a non-invasive technology can be developed for dynamically mapping biochemical processes in the whole human body and pave the way for individualized medicine.~Primary objective~• In this study the investigators will investigate whether biochemical imaging of change (Δ, figure 1) in the metabolic phospholipid ratios of PME and PDE between baseline and after 2 weeks of therapy are predictive for RECIST progression in gastrointestinal cancer patients after the first 9 week treatment period.~Secondary objectives:~In this study the investigators will investigate whether biochemical imaging of change (Δ, figure 1) in the metabolic phospholipid ratios of PME and PDE between baseline and after 2 weeks of therapy are predictive for progression free survival (PFS) and overall survival (OS) in gastrointestinal cancer patients..~Investigate whether biochemical imaging of the metabolic phospholipid ratios of PME and PDE at baseline of therapy are predictive for RECIST progression after the first 9-week treatment period, and for PFS and OS in gastrointestinal cancer patients.~Investigate whether biochemical imaging of change (δ, figure 1) in the metabolic phospholipid ratios of PME and PDE after a 9-week treatment period are predictive for RECIST progression following that treatment period, and for PFS and OS in gastrointestinal cancer patients.~Exploratory multi variable analysis for the development of a prediction model to predict resistance to treatment within 3 weeks after the start of chemotherapy with the use of all chemistry imaging data including all MR detectable nuclei and clinical parameters.~Study population: The aim of this study is to include a total of 150 patients with metastatic gastrointestinal cancer before start of palliative chemotherapy containing fluoropyrimidine with or without platinum. Of each of the following tumour types approximately 50 patients will be included: colon-, pancreatic and gastro-oesophageal cancer.~Intervention: Participants will undergo multiple 7T MR imaging sessions which include advanced 31P MRSI techniques, before start of palliative chemotherapy and during treatment until progression of disease or until week 54.~Main study parameters/endpoints: Study parameters include; metabolic ratios of the phospholipids PME and PDE from the area under the curve (AUC) of the corresponding spectral peaks, size measurements from CT and MRI scans, coded radiology reports, clinical patient data, e.g. chemotherapy details extracted from clinical notes which are coded before storage to preserve anonymity. Main endpoint is defined by the RECIST progression criteria after every nine weeks for which chemical imaging its predictive value is investigated in the primary objective.~Nature and extent of the burden and risks associated with participation, benefit and group relatedness:~Patients will be asked for eight extra hospital visits to undergo 7T MRI of approximately one hour per session (8x 1 hour). MRI is a safe non-invasive technique without use of ionizing radiation and so far, extensive research has not shown any side-effects of the high magnetic field used in 7T MRI, resulting in low inherent risks for the participants. Patients' therapy is not delayed by participation in this study and patients with MRI contraindications are excluded from participation (Refer to 3.3 Exclusion Criteria).
Patients suffering metastasized gastrointestinal cancer often receive ineffective treatments for prolonged periods of time as therapy non-response, which is hard to detect, cannot be determined earlier than nine weeks following start of therapy. Current therapy evaluation strategies primarily focus on morphological changes via RECIST criteria. However, morphological changes are subjected to prior physiological and metabolic alterations. Therefore, the NICI project's ambition is to lay the foundations of a new area of research: the study of human biology using non-invasive chemistry imaging. For this, NICI aims to unite two areas of research: metabolomics and magnetic resonance (MR). Metabolomics studies body functions through the measurements of metabolites; MR imaging (MRI) and spectroscopy (MRS) can provide 3D images of the body and measure metabolite and lipid content respectively. Previous studies show that phospholipid metabolites in particular the cell membrane precursors i.e. phosphomonoesters (PME), and the cell membrane degradation products i.e. phosphodiesters (PDE) are valuable biomarkers in therapy assessment. With this NICI approach, the consortium aims at reducing the nine weeks period before therapy efficacy evaluation to three weeks or less. By validating the powerful new MRS(I)-visible biomarkers in a patient cohort, a non-invasive technology can be developed for dynamically mapping biochemical processes in the whole human body and pave the way for individualized medicine.