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.

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Journal
Cancers
Published
2026-10-16
DOI
https://doi.org/10.3390/cancers18203344
Primary Topic
Brain Metastases and Treatment
Type
article
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article

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

Andrea Romano, Carlo Greco, Sara Ramella, Emanuela Parri et al.
Cancers
Brain Metastases and Treatment
article

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

Andrea Romano, Carlo Greco, Sara Ramella, Emanuela Parri, Giulia Moltoni, Alessandro Bozzao, Lucrezia Toppi, Paolo Matteucci, Cristiana Monopoli, Sara Reina, Anna Maria Ascolese
article en

Abstract

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.

CancersVol. 18(20)
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)
Good health and well-being
Openalex Percentile: Top 13%
Brain Metastases and Treatment
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