PET/CT radiomics for prediction of hyperprogression in metastatic melanoma patients treated with immune checkpoint inhibitors.

Purpose: This study evaluated pretreatment 2[18F]fluoro-2-deoxy-D-glucose (FDG)-PET/CT-based radiomic signatures for prediction of hyperprogression in metastatic melanoma patients treated with immune checkpoint inhibition (ICI). Material and method: Fifty-six consecutive metastatic melanoma patients treated with ICI and available imaging were included in the study and 330 metastatic lesions were individually, fully segmented on pre-treatment CT and FDG-PET imaging. Lesion hyperprogression (HPL) was defined as lesion progression according to RECIST 1.1 and doubling of tumor growth rate. Patient hyperprogression (PD-HPD) was defined as progressive disease (PD) according to RECIST 1.1 and presence of at least one HPL. Patient survival was evaluated with Kaplan-Meier curves. Mortality risk of PD-HPD status was assessed by estimation of hazard ratio (HR). Furthermore, we assessed with Fisher test and Mann-Whitney U test if demographic or treatment parameters were different between PD-HPD and the remaining patients. Pre-treatment PET/CT-based radiomic signatures were used to build models predicting HPL at three months after start of treatment. The models were internally validated with nested cross-validation. The performance metric was the area under receiver operating characteristic curve (AUC). Results: PD-HPD patients constituted 57.1% of all PD patients. PD-HPD was negatively related to patient overall survival with HR=8.52 (95%CI 3.47-20.94). Sixty-nine lesions (20.9%) were identified as progressing at 3 months. Twenty-nine of these lesions were classified as hyperprogressive, thereby showing a HPL rate of 8.8%. CT-based, PET-based, and PET/CT-based models predicting HPL at three months after the start of treatment achieved testing AUC of 0.703 +/- 0.054, 0.516 +/- 0.061, and 0.704 +/- 0.070, respectively. The best performing models relied mostly on CT-based histogram features. Conclusions: FDG-PET/CT-based radiomic signatures yield potential for pretreatment prediction of lesion hyperprogression, which may contribute to reducing the risk of delayed treatment adaptation in metastatic melanoma patients treated with ICI.

Combination of stereotactic radiotherapy and targeted therapy: patterns-of-care survey in German-speaking countries.

INTRODUCTION: Stereotactic body radiotherapy (SBRT) is increasingly used in metastasized patients receiving targeted/immunotherapy. Information on safety and effectivity of concurrent SBRT and targeted/immunotherapy remains limited, resulting in a lack of consensus on treatment strategies. This study aimed to investigate how SBRT-experienced centers in German-speaking countries combine both therapies. MATERIALS AND METHODS: Patterns-of-care of combined treatment with SBRT and targeted/immunotherapy were assessed in 27 radiation oncology centers (19 German, 1 Austrian and 7 Swiss centers). A survey was performed to analyze the details of SBRT, SBRT planning and combined modality treatment. Consensus was defined as ≥75% agreement among participants. RESULTS: Most participants (60%) were university centers. SBRT for oligometastases has been performed since the year 2008 (median, range 1997-2016), since then a median of 140 cases (5-1100) of SBRT have been performed. In all, 67% performed concurrent SBRT and targeted agents. BRAF inhibitors and VEGF/EGFR inhibitors (bevacizumab [90%], erlotinib [11%], sorafenib [19%], lapatinib [4%]) were considered a contraindication. Bevacizumab was never given simultaneously with SBRT; other agents were given concurrently in 7-52% of centers. A majority (59%) paused targeted agents 1 week before/after SBRT. Only 1 center reduced SBRT dose when combined with targeted agents. CONCLUSION: Although evidence for safety and efficacy of concurrent SBRT and targeted agents is limited, it is regularly performed outside of clinical trials. The survey showed consensus not to combine SBRT with antiangiogenic agents, especially bevacizumab. Furthermore, SBRT with concurrent BRAF inhibitors should be practiced with caution and BRAF inhibitors should be paused at least 1 week before SBRT.

Modelling the immunosuppressive effect of liver SBRT by simulating the dose to circulating lymphocytes: an in-silico planning study.

BACKGROUND: Tumor immune-evasion and associated failure of immunotherapy can potentially be overcome by radiotherapy, which however also has detrimental effects on tumor-infiltrating and circulating lymphocytes (CL). We therefore established a model to simulate the radiation-dose delivered to CL. METHODS: A MATLAB-model was established to quantify the CL-dose during SBRT of liver metastases by considering the factors: hepatic blood-flow, -velocity and transition-time of individual hepatic segments, as well as probability-based recirculation. The effects of intra-hepatic tumor-location and size, fractionation and treatment planning parameters (VMAT, 3DCRT, photon-energy, dose-rate and beam-on-time) were analyzed. A threshold dose ≥0.5Gy was considered inactivating CL and CL0.5 (%) is the proportion of inactivated CL. RESULTS: Mean liver dose was mostly influenced by treatment-modality, whereas CL0.5 was mostly influenced by beam-on-time. 3DCRT and VMAT (10MV-FFF) resulted in lowest CL0.5 values of 16 and 19%. Metastasis location influenced CL0.5, with a mean of 19% for both apical and basal and 31% for the central location. PTV-volume significantly increased CL0.5 from 27 to 67% (10MV-FFF) and from 31 to 98% (6MV-FFF) for PTV-volumes ranging from 14cm3 to 268cm3. CONCLUSION: A simulation-model was established, quantifying the strong effects of treatment-technique, tumor-location and tumor-volume on dose to CL with potential implications for immune-optimized treatment-planning in the future.

SBRT for oligoprogressive oncogene addicted NSCLC.

Lung cancer is one of the leading causes of cancer death in men and women and treatment outcome continues to lag behind other common cancer types. A subset of lung adenocarcinoma patients exhibit a somatic mutation in EGFR or an ALK rearrangement. In these patients, targeted TKI therapy results in higher response rates, improved PFS and reduced side effects compared with platinum-based chemotherapy. Despite initial activity of the TKIs, ultimately all patients present with disease progression after about a year on TKI therapy due to resistance development. About 15-47% of patients present with limited oligoprogressive disease (OPD): such patients show only a limited number of metastases with progression in radiological imaging. Radical local treatment to all oligoprogressive lesions is thought to eradicate the de-differentiated clones and restore overall sensitivity of the metastatic disease. Retrospective studies suggest that aggressive local treatment using stereotactic body radiotherapy (SBRT), surgery or others can be used to eradicate TKI-resistant subpopulations enabling prolonged TKI treatment "beyond progression", which may lead to increased PFS and overall survival. This review focuses on the biological background of resistance development, systemic and local treatment options with a focus on SBRT, as well as challenges in defining the state of OPD and current clinical studies in oligoprogressive oncogene addicted NSCLC.

[Significance of x-ray diagnosis in the control of calcitonin therapy of Paget's disease: case report]. / Bedeutung der Röntgendiagnostik zur Kontrolle der Calcitonin-Therapie beim M. Paget: ein Fallbericht.

5-years survey in a case of solitary Paget's disease of the right tibial bone. x-ray controls at 6 month intervals allow quantification of Calcitonin dose and document an excellent result of the therapy.