The Role of Amide Proton Transfer (APT)-Weighted Imaging in Glioma: Assessment of Tumor Grading, Molecular Profile and Survival in Different Tumor Components
Amide Proton Transfer-weighted (APTw) imaging is a molecular MRI technique used to quantify protein concentrations in gliomas, which have heterogeneous components with varying cellularity and metabolic activity. This study aimed to assess the correlation between the component-specific APT signal of the neoplasm and WHO grade, molecular profile and survival status. Sixty-one patients with adult-type diffuse gliomas were retrospectively analyzed. APT values were semi-automatically extracted from tumor solid and, whenever present, necrotic components. APT values were compared between groups stratified by WHO grade, IDH-mutation, MGMT promoter methylation and 1- and 2-year survival status using Wilcoxon rank-sum test, adjusting for multiple comparisons. Overall survival (OS) was analyzed in the subgroup of 48 patients with grade 4 tumors using Cox proportional-hazards models. Random-effects models were used to assess inter-subject heterogeneity of the mean APT values in each tumor component. APT values of the solid component significantly differed between patients with grades 2-3 and 4 tumors (mean 1.58 ± 0.50 vs. 2.04 ± 0.56, <i>p</i> = 0.028) and correlated with OS after 1 year (1.81 ± 0.58 in survivors vs. 2.17 ± 0.51 in deceased patients, <i>p</i> = 0.030). APT values did not differ by IDH-mutation, MGMT methylation, and 2-year survival status. Within grade 4 glioma patients, higher APT kurtosis of the solid component was a negative prognostic factor (hazard ratio = 1.60, <i>p</i> = 0.040). Mean APT values of the necrosis showed high inter-subject variability, although most necrotic tumors were grade 4 and IDH wildtype. In conclusion, APTw imaging in the solid component provided metrics associated with glioma grade and survival status but showed weak correlation with IDH-mutation and MGMT promoter methylation status, in contrast to previous works. Further research is needed to understand APT signal variability within the necrotic component of high-grade gliomas.
Authors
- Bianca Pollo (ORCID: https://orcid.org/0000-0002-5523-4256)
- Massimiliano Del Bene (ORCID: https://orcid.org/0000-0002-6672-9721)
- Fabio Martino Doniselli (ORCID: https://orcid.org/0000-0002-2272-7855)
- Antonio Silvani (ORCID: https://orcid.org/0000-0002-4791-1042)
- Riccardo Pascuzzo (ORCID: https://orcid.org/0000-0001-6555-1784)
- Francesca Mambrin
- Francesco DiMeco (ORCID: https://orcid.org/0000-0001-6213-5793)
- Marco Moscatelli (ORCID: https://orcid.org/0000-0002-6745-474X)
- Marina Grisoli (ORCID: https://orcid.org/0000-0002-7663-446X)
- Domenico Aquino (ORCID: https://orcid.org/0000-0002-1289-9573)
- Gonçalo Borges de Almeida (ORCID: https://orcid.org/0000-0003-4656-0866)
- Mattia Verri (ORCID: https://orcid.org/0000-0002-7712-3960)
Institutions
- Johns Hopkins University (US)
- University of Milan (IT)
- Azienda Ospedaliera Universitaria Integrata Verona (IT)
- Hospital de São José (PT)
- Neurological Surgery (US)
- Fondazione IRCCS Istituto Neurologico Carlo Besta (IT)
Publication Details
- Journal
- Cancers
- Published
- 2024-08-29
- DOI
- https://doi.org/10.3390/cancers16173014
- Citations
- 6
- Primary Topic
- Lanthanide and Transition Metal Complexes
- Type
- article
- Field-Weighted Citation Impact
- 0.70
Funders
- Ministero della Salute
- Fondazione I.R.C.C.S. Istituto Neurologico Carlo Besta