16 research outputs found
Natural Language Processing unstrukturierter radioonkologischer Dokumente mithilfe von Machine Learning
Forschungsplattform zur Unterstützung von bildbasierten retrospektiven Studien in der Strahlentherapie: Realisierung der Dosis-Volumen-Analyse bei Glioblastom-Patienten
SOA meets medical research: Verwendung von service-orientierten Architekturen für die Analyse von heterogenen medizinischen Daten in der Strahlentherapie
Clinical Decision Support in der Onkologie mithilfe von Techniken des Machine Learnings auf Basis von Real World Data - Systematic Review
Usability-Analyse und Entwurf einer ISO-konformen Benutzeroberfläche für das Patienteneinwilligungsmanagementsystem CoALA
CoALA - Ein IHE-konformes Patienteneinwilligungsmanagementsystem unter Open-Source Lizenz
Einführung des ULICE Studiendokumentationssystems im Heidelberger Ionenstrahl-Therapiezentrum
Dosimetric advantages of proton therapy over conventional radiotherapy with photons in young patients and adults with low-grade glioma.
Background and purpose: Low-grade glioma (LGG) is a very common brain tumor in pediatric patients typically associated with a very good prognosis. This prognosis makes it imperative that the risk of long-term treatment-related side effects be kept at an absolute minimum. Proton therapy (PRT) provides a radiation technique that has the potential to further reduce the genesis of radiogenic impairment. Materials and methods: We retrospectively assessed 74 patients with LGG who underwent PRT. Conventional three-dimensional photon and PRT plans were generated after contouring structures of neurogenesis, crucial neuronal structures, and areas susceptible to secondary malignancies. Target volume coverage was evaluated using the homogeneity index (HI) and inhomogeneity coefficient (IC). Results were compared using the Wilcoxon-signed rank test, with p < 0.05 being statistically significant. Results: Target volume coverage was comparable for the photon and proton plans. Overall, we could show an essential reduction in maximal, mean, and integral doses in critical neurologic structures, areas of neurogenesis, and structures of neurocognitive function. The study indicated specifically how contralaterally located structures could be spared with PRT. Conclusion: PRT is a highly conformal radiation technique offering superior dosimetric advantages over conventional radiotherapy by allowing significant dose reduction for organs at risk (OAR) that are essential for neurologic function, neurocognition, and quality of life, thus demonstrating the potential of this technique for minimizing long-term sequelae
Survival and recurrence patterns of multifocal glioblastoma after radiation therapy
Mustafa Syed,1–3 Jakob Liermann,1–3 Vivek Verma,4 Denise Bernhardt,1,2 Nina Bougatf,1,3 Angela Paul,1,2 Stefan Rieken,1–3 Jürgen Debus,1–3,5 Sebastian Adeberg1,2,5 1Heidelberg Institute of Radiation Oncology, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany; 2Department of Radiation Oncology, University Hospital Heidelberg, Im Neuenheimer Feld 400, 69120 Heidelberg, Germany; 3Heidelberg Ion-Beam Therapy Center (HIT), Im Neuenheimer Feld 450, 69120 Heidelberg, Germany; 4Department of Radiation Oncology, University of Nebraska Medical Center, Omaha, NE 68198, USA; 5Clinical Cooperation Unit Radiation Oncology, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany Purpose: It is hypothesized that multifocal glioblastoma (mGBM) is associated with worse prognosis compared to unifocal disease (uGBM). This study aims to investigate the differences in survival rates and progression patterns of patients between these two groups after radiation therapy. Patients and methods: We retrospectively analyzed 265 patients with primary GBM undergoing radiation therapy at the Department of Radiation Oncology, University Hospital Heidelberg, Germany, between 2004 and 2013. Of these, 202 (76%) were uGBMs and 63 (24%) were mGBMs. First, progression-free survival (PFS) and overall survival (OS) between groups were compared using the Kaplan–Meier method. Second, univariate and multivariate Cox proportional hazards regression was applied to discern prognostic and predictive factors with PFS and OS in the cohorts. Third, recurrence patterns of uGBMs and mGBMs were assessed on follow-up MRIs and compared using the chi-squared test. Results: As compared to patients with uGBM, patients with mGBM experienced significantly worse median OS (11.5 vs 14.8 months, P=0.032). Overall, 195 (73.0%) patients experienced tumor progression: 153 (75.7%) patients with uGBM and 46 (73.0%) patients with mGBM. There were no significant differences in PFS between the respective groups (6.5 vs 6.6 months, P=0.750). Of note, concomitant temozolomide treatment was associated with an OS benefit in both uGBM and mGBM by about five months (P=0.006 and P<0.001). Furthermore, there were no significant differences in progression patterns of uGBM and mGBM. Both recurred as unifocal and multifocal disease (P=0.51), and local vs distant brain recurrences occurred similarly in both groups (OR=1.33, P=0.53). Conclusion: Multifocality is an independent predictor of survival in GBM. Concomitant temozolomide treatment improved OS of patients with mGBM and uGBM. Both disease types showed similar patterns of progression. Current target volume concepts seem to be adequate in both unifocal and multifocal GBMs. GBM, the most common primary brain tumor in adults, is associated with poor survival. We show herein that multifocality is an independent prognostic factor for survival. We also illustrate that the progression patterns of both unifocal and multifocal GBM are similar.Keywords: temozolomide, chemotherapy, progression, multifocal, glioblastoma, gliomatosis, high grade glioma, target volum