Table 2 MRI imaging biomarkers for assessment of the immune and tumor environment of glioblastoma
Hallmark | Threshold | Advantages | Limitations |
|---|---|---|---|
Cellular proliferation | MRS: ↑Chomax, ↑Chomean, ↓NAA, ↓Cr, ↑mI, ↓NAA/Cr, ↑Cho/Cr, ↑Cho/NAA ratio MRI: ↓ADC | Specificity | Tumor heterogeneity Low sensitivity (mM) No specific patterns Acquisition time (MRS) Peripheral lesions (MRS: pitfalls with bone and skin) No absolute reference value (ADC) |
Membrane proliferation | MRS: ↑Chomax, ↑Chomean, ↑Cho/Cr, ↑Cho/NAA ratio | Low sensitivity (mM) | |
Structural complexity | ↑Diffusion kurtosis imaging ↓ Fractional anisotropy (brain fibers) | Specificity Sensitivity | Availability Still experimental |
Aminoacid metabolism | – | – | – |
Glucose metabolism | MRS: ↑free lipids | – | Pitfalls: lymphoma, lactates (TE = 35 ms) |
Angiogenesis | ↑Ktrans on DCE-MR (permeability) ↓BOLD fMRI signal | Level of evidence | Software Steroids Non specific |
Perfusion | DSC MRI: ↑CBV↑CBF↑rCBV > 4 ↑Relative CBV on DCE-MR | Robust software | Normalization is required Operator dependent Nonspecific of gliomas |
Invasiveness | ↑FLAIR ↓ADC (except in the edema) ↓FA (experimental) | Sensitivity | Non-standardized Operator dependent Normalization is required |
Hypoxia | MRS: lactate > 0 (no lactate accumulation in healthy tissue) ↓19F-MRI | Specificity | Non-standardized |
Necrosis | ↓DWI ↓ADC MRS: lipids > 0 (TE = 35 ms), no lipid accumulation in healthy tissue, Lactate > 0 | Specificity | Non-standardized |
Edema | ↑ADC ↑T2FLAIR | Sensitivity | Specificity |
Infiltration of cytotoxic T cells | – | – | – |
Anergy of T cells | – | – | – |
Activated microglia | – | – | – |