Qualitative Dynamic Contrast-Enhanced MRI Time–Intensity Curve Analysis for Differentiating Non-Progressive Treatment-Related Changes from Tumor Progression After Stereotactic Radiotherapy for Brain Metastases
Background: This exploratory study assessed whether qualitative dynamic contrast-enhanced MRI (DCE-MRI) time–intensity curves (TICs) differentiate non-progressive treatment-related changes (NPTRC) from tumor progression after stereotactic radiotherapy for brain metastases. Methods: Thirty-two patients with 51 treated lesions underwent DCE-MRI. Five neuroradiologists independently delineated a volume of interest and classified the resulting TIC as Type A–D. Longitudinal clinical and MRI follow-up provided the reference outcome, which was recorded before the TIC framework was finalized. An A/B versus C/D grouping was evaluated as a secondary exploratory analysis. Results: Thirty-five lesions were classified as NPTRC and 16 as tumor progression. All 17 Type A lesions were NPTRC, whereas all 13 Type C/D lesions showed progression. Type B was observed in 21 of 51 lesions (41.2%), including 18 NPTRC and 3 progressive lesions, representing a substantial indeterminate subgroup. The exploratory A/B versus C/D grouping yielded 81.3% sensitivity and 100% specificity. The ordinal TIC analysis yielded an AUC of 0.952. Interobserver agreement was high within the present reader group (Fleiss’ κ = 0.889). Conclusions: Type A was associated with NPTRC, Types C/D were associated with progression, and Type B represented an indeterminate pattern. These descriptive findings require independent validation before clinical use.
Authors
- Andrea Romano (ORCID: https://orcid.org/0000-0003-0254-9665)
- Carlo Greco (ORCID: https://orcid.org/0000-0002-1068-5045)
- Sara Ramella (ORCID: https://orcid.org/0000-0002-5782-7717)
- Emanuela Parri
- Giulia Moltoni (ORCID: https://orcid.org/0000-0003-0149-9918)
- Alessandro Bozzao (ORCID: https://orcid.org/0000-0002-8865-0723)
- Lucrezia Toppi (ORCID: https://orcid.org/0000-0001-7029-2692)
- Paolo Matteucci (ORCID: https://orcid.org/0000-0001-5221-9053)
- Cristiana Monopoli
- Sara Reina
- Anna Maria Ascolese
Institutions
- Università Campus Bio-Medico (IT)
- Azienda Ospedaliera San Camillo-Forlanini (IT)
- Ospedale di Rivoli (IT)
- Azienda Ospedaliera Sant'Andrea (IT)
- Campus Bio Medico University Hospital (IT)
- Sapienza University of Rome (IT)
Publication Details
- Journal
- Cancers
- Published
- 2026-10-16
- DOI
- https://doi.org/10.3390/cancers18203344
- Primary Topic
- Brain Metastases and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00