TY - JOUR
T1 - Differentiation between glioblastoma and solitary brain metastases using perfusion and amide proton transfer weighted MRI
AU - Knutsson, Malte
AU - Salomonsson, Tim
AU - Durmo, Faris
AU - Johansson, Emelie Ryd
AU - Seidemo, Anina
AU - Lätt, Jimmy
AU - Rydelius, Anna
AU - Kinhult, Sara
AU - Englund, Elisabet
AU - Bengzon, Johan
AU - van Zijl, Peter C M
AU - Knutsson, Linda
AU - Sundgren, Pia C
N1 - Copyright © 2025 Knutsson, Salomonsson, Durmo, Johansson, Seidemo, Lätt, Rydelius, Kinhult, Englund, Bengzon, van Zijl, Knutsson and Sundgren.
PY - 2025
Y1 - 2025
N2 - OBJECTIVES: Early diagnostic separation between glioblastoma (GBM) and solitary metastases (MET) is important for patient management but remains challenging when based on imaging only. The objective of this study was to assess whether amide proton transfer weighted (APTw) MRI alone or combined with dynamic susceptibility contrast (DSC) MRI parameters, including cerebral blood volume (CBV), cerebral blood flow (CBF), and leakage parameter (K2) measurements, can differentiate GBM from MET.METHODS: APTw MRI and DSC-MRI were performed on 18 patients diagnosed with GBM (
N = 10) or MET (
N = 8). Quantitative parameter maps were calculated, and regions-of-interest (ROIs) were placed in whole tumor, contrast-enhanced tumor (ET), edema, necrosis and normal-appearing white matter (NAWM). The mean and max of the APTw signal, CBF, leakage-corrected CBV and K2 were obtained from each ROI. Except for K2, all were normalized to NAWM (nAPTw
mean/max, nCBF
mean/max, ncCBV
mean/max,). Receiver Operating Characteristic (ROC) curves and area-under-the-curve (AUC) were assessed for different parameter combinations. Statistical analyses were performed using Mann-Whitney U test.
RESULTS: When comparing GBM to MET, nAPT
max, nCBF
max, ncCBV
max and ncCBV
mean were significantly increased (
p < 0.05) in ET with AUC being 0.81, 0.83, 0.85, and 0.83, respectively. Combinations of nAPTw
max + ncCBV
max, nAPTw
mean + ncCBV
mean, nAPTw
max + nCBF
max, nAPTw
max + K2
max and nAPTw
max + ncCBV
max + K2
max in ET showed significant prediction in differentiating GBM and MET (AUC = 0.92, 0.82, 0.92, 0.85, and 0.92 respectively).
CONCLUSION: When assessed in Gd-enhanced tumor areas, nAPTw MRI signal intensity alone or combined with DSC-MRI parameters, was an excellent predictor for differentiating GBM and MET. However, the small cohort warrants future studies.
AB - OBJECTIVES: Early diagnostic separation between glioblastoma (GBM) and solitary metastases (MET) is important for patient management but remains challenging when based on imaging only. The objective of this study was to assess whether amide proton transfer weighted (APTw) MRI alone or combined with dynamic susceptibility contrast (DSC) MRI parameters, including cerebral blood volume (CBV), cerebral blood flow (CBF), and leakage parameter (K2) measurements, can differentiate GBM from MET.METHODS: APTw MRI and DSC-MRI were performed on 18 patients diagnosed with GBM (
N = 10) or MET (
N = 8). Quantitative parameter maps were calculated, and regions-of-interest (ROIs) were placed in whole tumor, contrast-enhanced tumor (ET), edema, necrosis and normal-appearing white matter (NAWM). The mean and max of the APTw signal, CBF, leakage-corrected CBV and K2 were obtained from each ROI. Except for K2, all were normalized to NAWM (nAPTw
mean/max, nCBF
mean/max, ncCBV
mean/max,). Receiver Operating Characteristic (ROC) curves and area-under-the-curve (AUC) were assessed for different parameter combinations. Statistical analyses were performed using Mann-Whitney U test.
RESULTS: When comparing GBM to MET, nAPT
max, nCBF
max, ncCBV
max and ncCBV
mean were significantly increased (
p < 0.05) in ET with AUC being 0.81, 0.83, 0.85, and 0.83, respectively. Combinations of nAPTw
max + ncCBV
max, nAPTw
mean + ncCBV
mean, nAPTw
max + nCBF
max, nAPTw
max + K2
max and nAPTw
max + ncCBV
max + K2
max in ET showed significant prediction in differentiating GBM and MET (AUC = 0.92, 0.82, 0.92, 0.85, and 0.92 respectively).
CONCLUSION: When assessed in Gd-enhanced tumor areas, nAPTw MRI signal intensity alone or combined with DSC-MRI parameters, was an excellent predictor for differentiating GBM and MET. However, the small cohort warrants future studies.
UR - https://www.scopus.com/pages/publications/85218195855
U2 - 10.3389/fnins.2025.1533799
DO - 10.3389/fnins.2025.1533799
M3 - Article
C2 - 39975970
SN - 1662-4548
VL - 19
SP - 1
EP - 9
JO - Frontiers in Neuroscience
JF - Frontiers in Neuroscience
M1 - 1533799
ER -