Combining amino acid PET and MRI imaging increases accuracy to define malignant areas in adult glioma.
Mateusz SzylbergJózefina RakowskaMarek HaratTadeusz SzylbergJacek FurtakIzabela MiechowiczBogdan MalkowskiPublished in: Nature communications (2023)
Accurate determination of the extent and grade of adult-type diffuse gliomas is critical to patient management. In clinical practice, contrast-enhancing areas of diffuse gliomas in magnetic resonance imaging (MRI) sequences are usually used to target biopsy, surgery, and radiation therapy, but there can be discrepancies between these areas and the actual tumor extent. Here we show that adding 18 F-fluoro-ethyl-tyrosine positron emission tomography (FET-PET) to MRI sequences accurately locates the most malignant areas of contrast-enhancing gliomas, potentially impacting subsequent management and outcomes. We present a prospective analysis of over 300 serial biopsy specimens from 23 patients with contrast-enhancing adult-type diffuse gliomas using a hybrid PET-MRI scanner to compare T2-weighted and contrast-enhancing MRI images with FET-PET. In all cases, we observe and confirm high FET uptake in early PET acquisitions (5-15 min after 18 F-FET administration) outside areas of contrast enhancement on MRI, indicative of high-grade glioma. In 30% cases, inclusion of FET-positive sites changes the biopsy result to a higher tumor grade.
Keyphrases
- contrast enhanced
- positron emission tomography
- computed tomography
- magnetic resonance imaging
- high grade
- magnetic resonance
- low grade
- diffusion weighted imaging
- pet ct
- pet imaging
- radiation therapy
- dual energy
- deep learning
- image quality
- machine learning
- ultrasound guided
- case report
- mass spectrometry
- atrial fibrillation
- rectal cancer
- fine needle aspiration
- fluorescence imaging
- coronary artery bypass
- convolutional neural network