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Reirradiation for diffuse intrinsic pontine glioma: prognostic radiomic factors at progression.
- Source :
-
Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] [Strahlenther Onkol] 2024 Sep; Vol. 200 (9), pp. 797-804. Date of Electronic Publication: 2024 May 15. - Publication Year :
- 2024
-
Abstract
- Purpose: Diffuse intrinsic pontine glioma (DIPG) is a lethal pediatric brain tumor. Radiation therapy (RT) is the standard treatment, with reirradiation considered in case of progression. However, the prognostic factors for reirradiation are not well understood. This study aims to investigate the outcomes of DIPG patients undergoing reirradiation and identify clinical and radiomic prognostic factors.<br />Methods: We conducted a retrospective analysis of patients with DIPG who underwent reirradiation at our institution between January 2016 and December 2023. Using PyRadiomics, we extracted radiomic features of tumors at the time of progression from FLAIR MRI images and collected clinical data. We used the least absolute shrinkage and selection operator (lasso) for Cox's proportional hazard model with leave-one-out cross-validation to select optimal prognostic factors for survival after reirradiation.<br />Results: The study included 18 patients who underwent reirradiation at first progression, receiving a total dose of 20 Gy or 24 Gy in 2‑Gy fractions. Reirradiation was well tolerated, with no severe toxicity. Most patients (78%) showed neurological improvement after treatment. Median survival after progression was 29.2 weeks. The Cox model demonstrated a concordance of 0.81 (95% CI: 0.75-0.88), revealing that tumor sphericity and structural gray-level heterogeneity in FLAIR MRI images were associated with longer survival of reirradiated patients.<br />Conclusion: Reirradiation is a safe and effective approach for patients with DIPG. MRI-based radiomic models could be helpful in predicting survival after reirradiation.<br /> (© 2024. The Author(s).)
- Subjects :
- Humans
Male
Female
Child
Retrospective Studies
Prognosis
Child, Preschool
Adolescent
Proportional Hazards Models
Radiotherapy Dosage
Radiomics
Re-Irradiation
Brain Stem Neoplasms radiotherapy
Brain Stem Neoplasms diagnostic imaging
Disease Progression
Magnetic Resonance Imaging
Diffuse Intrinsic Pontine Glioma radiotherapy
Diffuse Intrinsic Pontine Glioma diagnostic imaging
Subjects
Details
- Language :
- English
- ISSN :
- 1439-099X
- Volume :
- 200
- Issue :
- 9
- Database :
- MEDLINE
- Journal :
- Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al]
- Publication Type :
- Academic Journal
- Accession number :
- 38748214
- Full Text :
- https://doi.org/10.1007/s00066-024-02241-7