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1.
Radiat Oncol ; 14(1): 132, 2019 Jul 29.
Article in English | MEDLINE | ID: mdl-31358024

ABSTRACT

BACKGROUND: Various prognostic factors have been suggested in meningioma patients including WHO grading, brain invasion and bone involvement, for instance. Brain invasion was included as an independent criterion in the recent WHO classification. However, assessability of brain or bone involvement is often limited or varies between histopathologic, operative and imaging reports. Objective of our study was to investigate prognostic values including brain and bone involvement according to different clinical approaches. METHODS: A cohort of 111 patients was treated with primary, adjuvant or salvage irradiation between 2008 and 2017 using intensity-modulated radiotherapy. Positron-emission tomography (PET) was available for treatment planning in 81% of patients. Clinical data were extracted from the medical reports. Brain and bone involvement were stratified separately according to histopathologic, operative and imaging reports as well as judged in synopsis. RESULTS: WHO grade I tumours, lower estimated proliferation index, primary versus recurrence treatment and localization (i.e. skull base, optic nerve sheath) were beneficial prognostic factors for local control. Judgement of brain and bone invasion partly differed between diagnostic modalities. In synopsis, brain or bone invasion did not show a significant influence on local control rates. CONCLUSIONS: Several previously described prognostic factors could be reproduced. However, partly divergent histopathological, surgical and image-based judgements could be found in regard to brain and bone invasion and all methods imply limitations. Therefore, we suggest a particular, complemental synopsis judgement. In synopsis, brain or bone involvement did not coherently impair local control in our irradiated patients. This might be explained by elaborate radiation techniques and PET-based treatment planning.


Subject(s)
Bone Neoplasms/pathology , Brain Neoplasms/pathology , Meningeal Neoplasms/radiotherapy , Meningioma/radiotherapy , Neoplasm Recurrence, Local/pathology , Radiotherapy Planning, Computer-Assisted/methods , Radiotherapy, Intensity-Modulated/adverse effects , Adult , Aged , Aged, 80 and over , Bone Neoplasms/diagnostic imaging , Bone Neoplasms/etiology , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/etiology , Female , Humans , Male , Meningeal Neoplasms/pathology , Middle Aged , Neoplasm Invasiveness , Neoplasm Recurrence, Local/diagnostic imaging , Neoplasm Recurrence, Local/etiology , Prognosis , Radiotherapy Dosage , Retrospective Studies , Salvage Therapy , Survival Rate , Young Adult
2.
Int J Mol Sci ; 20(10)2019 May 17.
Article in English | MEDLINE | ID: mdl-31108935

ABSTRACT

The aim of this study was to investigate the predictive value of blood-derived makers of local and systemic inflammatory responses on early and long-term oncological outcomes. A retrospective analysis of patients with locally advanced rectal cancer treated with preoperative long-course 5-fluorouracil-based radiochemotherapy was performed. Differential blood counts before neoadjuvant treatment were extracted from the patients' electronic charts. Optimal cut-off values for neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), and lymphocyte-to-monocyte ratio (LMR) were determined. Potential clinical and hematological prognostic factors for disease-free survival (DFS) were studied using uni- and multivariate analysis. A total of 220 patients were included in the analysis. Median follow-up was 67 months. Five-year DFS and overall survival (OS) were 70% and 85%, respectively. NLR with a cut-off value of 4.06 was identified as optimal to predict DFS events. In multivariate analysis, only tumor volume (HR 0.33, 95% CI (0.14-0.83), p = 0.017) and NLR (HR 0.3, 95% CI (0.11-0.81), p = 0.017) remained significant predictors of DFS. Patients with a good histological response (Dworak 3 and 4) to radiotherapy also had a lower NLR than patients with less pronounced tumor regression (3.0 vs. 4.2, p = 0.015). A strong correlation between primary tumor volume and NLR was seen (Pearson's r = 0.64, p < 0.001). Moreover, patients with T4 tumors had a significantly higher NLR than patients with T1-T3 tumors (6.6 vs. 3.3, p < 0.001). An elevated pretherapeutic NLR was associated with higher T stage, inferior DFS, and poor pathological response to neoadjuvant radiochemotherapy. A strong correlation between NLR and primary tumor volume was seen. This association is important for the interpretation of study results and for the design of translational studies which are warranted.


Subject(s)
Biomarkers, Tumor/blood , Fluorouracil/administration & dosage , Neutrophils/cytology , Rectal Neoplasms/therapy , Aged , Chemoradiotherapy, Adjuvant , Disease-Free Survival , Female , Fluorouracil/therapeutic use , Humans , Lymphocyte Count , Male , Middle Aged , Neoadjuvant Therapy , Neoplasm Staging , Predictive Value of Tests , Rectal Neoplasms/blood , Rectal Neoplasms/pathology , Retrospective Studies , Treatment Outcome
3.
Strahlenther Onkol ; 195(9): 771-779, 2019 Sep.
Article in English | MEDLINE | ID: mdl-31123786

ABSTRACT

PURPOSE: Genetic tumour profiles and radiomic features can be used to complement clinical information in head and neck squamous cell carcinoma (HNSCC) patients. Radiogenomics imply the potential to investigate complementarity or interrelations of radiomic and genomic features, and prognostic factors might be determined. The aim of our study was to explore radiogenomics in HNSCC. METHODS: For 20 HNSCC patients treated with primary radiochemotherapy, next-generation sequencing (NGS) of tumour and corresponding normal tissue was performed. In total, 327 genes were investigated by panel sequencing. Radiomic features were extracted from computed tomography data. A hypothesis-driven approach was used for radiogenomic correlations of selected image-based heterogeneity features and well-known driver gene mutations in HNSCC. RESULTS: The most frequently mutated driver genes in our cohort were TP53 (involved in cell cycle control), FAT1 (Wnt signalling, cell-cell contacts, migration) and KMT2D (chromatin modification). Radiomic features of heterogeneity did not correlate significantly with somatic mutations in TP53 or KMT2D. However, somatic mutations in FAT1 and smaller primary tumour volumes were associated with reduced radiomic intra-tumour heterogeneity. CONCLUSION: The landscape of somatic variants in our cohort is well in line with previous reports. An association of somatic mutations in FAT1 with reduced radiomic tumour heterogeneity could potentially elucidate the previously described favourable outcomes of these patients. Larger studies are needed to validate this exploratory data in the future.


Subject(s)
Cadherins/genetics , DNA Mutational Analysis , DNA-Binding Proteins/genetics , Genetic Heterogeneity , Neoplasm Proteins/genetics , Otorhinolaryngologic Neoplasms/genetics , Otorhinolaryngologic Neoplasms/radiotherapy , Tumor Suppressor Protein p53/genetics , Correlation of Data , Humans , Radiation Tolerance
4.
Front Immunol ; 10: 407, 2019.
Article in English | MEDLINE | ID: mdl-30930892

ABSTRACT

In order to compensate for the increased oxygen consumption in growing tumors, tumors need angiogenesis and vasculogenesis to increase the supply. Insufficiency in this process or in the microcirculation leads to hypoxic tumor areas with a significantly reduced pO2, which in turn leads to alterations in the biology of cancer cells as well as in the tumor microenvironment. Cancer cells develop more aggressive phenotypes, stem cell features and are more prone to metastasis formation and migration. In addition, intratumoral hypoxia confers therapy resistance, specifically radioresistance. Reactive oxygen species are crucial in fixing DNA breaks after ionizing radiation. Thus, hypoxic tumor cells show a two- to threefold increase in radioresistance. The microenvironment is enriched with chemokines (e.g., SDF-1) and growth factors (e.g., TGFß) additionally reducing radiosensitivity. During recent years hypoxia has also been identified as a major factor for immune suppression in the tumor microenvironment. Hypoxic tumors show increased numbers of myeloid derived suppressor cells (MDSCs) as well as regulatory T cells (Tregs) and decreased infiltration and activation of cytotoxic T cells. The combination of radiotherapy with immune checkpoint inhibition is on the rise in the treatment of metastatic cancer patients, but is also tested in multiple curative treatment settings. There is a strong rationale for synergistic effects, such as increased T cell infiltration in irradiated tumors and mitigation of radiation-induced immunosuppressive mechanisms such as PD-L1 upregulation by immune checkpoint inhibition. Given the worse prognosis of patients with hypoxic tumors due to local therapy resistance but also increased rate of distant metastases and the strong immune suppression induced by hypoxia, we hypothesize that the subgroup of patients with hypoxic tumors might be of special interest for combining immune checkpoint inhibition with radiotherapy.


Subject(s)
Antineoplastic Agents, Immunological/therapeutic use , Hypoxia/pathology , Immunotherapy/methods , Neoplasms/therapy , Radiation Tolerance/physiology , Chemokines/immunology , Combined Modality Therapy , Humans , Intercellular Signaling Peptides and Proteins/metabolism , Lymphocyte Activation/immunology , Myeloid-Derived Suppressor Cells/immunology , Neoplasms/pathology , Oxygen Consumption/physiology , Radiation, Ionizing , T-Lymphocytes, Cytotoxic/immunology , T-Lymphocytes, Regulatory/immunology , Tumor Microenvironment/immunology
5.
Radiother Oncol ; 129(3): 575-581, 2018 12.
Article in English | MEDLINE | ID: mdl-30097252

ABSTRACT

BACKGROUND AND PURPOSE: Radiochemotherapy is a standard treatment option for patients with head and neck cancer (HNSCC). During radiation, local toxicities are common and need to be differentiated from infections. As levels of circulating cell-free DNA (cfDNA) are known to be elevated during infections, cfDNA might complement clinical parameters. The aim of the study was to investigate the dynamics of cfDNA during radiochemotherapy. MATERIAL AND METHODS: In total, 78 blood samples of 20 patients with HNSCC were analysed in this prospective biomarker study. Blood samples were taken before and during treatment. CfDNA levels were quantified fluorometrically and results were compared to laboratory and clinical parameters. RESULTS: Elevated cfDNA levels were associated with the pre-treatment volumes of lymph node metastases (p = 0.0002), gastrostomy tube placement (20.23 ng/ml vs. 9.04 ng/ml (median), p = 0.025), the application of antibiotics (16.47 ng/ml vs. 9.04 ng/ml, p = 0.006) and manifest infections (16.81 ng/ml vs. 9.04 ng/ml, p = 0.010). Furthermore, a significant difference between moderate inflammation (radiation-induced toxicity RTOG grade 2-3) and manifest infections could be observed (8.97 ng/ml vs. 16.81 ng/ml, p = 0.014), allowing for a more pronounced differentiation than by CRP levels (p = 0.119). There might be an association between the application of G-CSF and elevated cfDNA levels. CONCLUSION: CfDNA levels are correlated with infections during radiochemotherapy and could represent an informative complemental biomarker to drive therapeutic decision-making. Estimated levels of circulating cell-free tumour DNA (ctDNA) in plasma should be interpreted cautiously when monitoring tumour outcome by next-generation-sequencing, as confounders like infections or drug application might influence the fraction of ctDNA in total cfDNA.


Subject(s)
Cell-Free Nucleic Acids/blood , Chemoradiotherapy , Head and Neck Neoplasms/therapy , Infections/diagnosis , Inflammation/diagnosis , Adult , Biomarkers , C-Reactive Protein/analysis , Female , Humans , Infections/blood , Inflammation/blood , Male , Prospective Studies
6.
Radiother Oncol ; 128(3): 485-491, 2018 09.
Article in English | MEDLINE | ID: mdl-29747873

ABSTRACT

BACKGROUND AND PURPOSE: Functional PET/MRI has great potential to improve radiotherapy planning (RTP). However, data integration requires imaging with radiotherapy-specific patient positioning. Here, we investigated the feasibility and image quality of radiotherapy-customized PET/MRI in head-and-neck cancer (HNC) patients using a dedicated hardware setup. MATERIAL AND METHODS: Ten HNC patients were examined with simultaneous PET/MRI before treatment, with radiotherapy and diagnostic scan setup, respectively. We tested feasibility of radiotherapy-specific patient positioning and compared the image quality between both setups by pairwise image analysis of 18F-FDG-PET, T1/T2-weighted and diffusion-weighted MRI. For image quality assessment, similarity measures including average symmetric surface distance (ASSD) of PET and MR-based tumor contours, MR signal-to-noise ratio (SNR) and mean apparent diffusion coefficient (ADC) value were used. RESULTS: PET/MRI in radiotherapy position was feasible - all patients were successfully examined. ASSD (median/range) of PET and MR contours was 0.6 (0.4-1.2) and 0.9 (0.5-1.3) mm, respectively. For T2-weighted MRI, a reduced SNR of -26.2% (-39.0--11.7) was observed with radiotherapy setup. No significant difference in mean ADC was found. CONCLUSIONS: Simultaneous PET/MRI in HNC patients using radiotherapy positioning aids is clinically feasible. Though SNR was reduced, the image quality obtained with a radiotherapy setup meets RTP requirements and the data can thus be used for personalized RTP.


Subject(s)
Diffusion Magnetic Resonance Imaging/methods , Head and Neck Neoplasms/radiotherapy , Positron-Emission Tomography/methods , Fluorodeoxyglucose F18 , Head and Neck Neoplasms/diagnostic imaging , Humans , Patient Positioning , Prospective Studies
7.
Strahlenther Onkol ; 194(8): 719-726, 2018 08.
Article in English | MEDLINE | ID: mdl-29564483

ABSTRACT

PURPOSE: The purpose of this study was to demonstrate the feasibility of voxel-wise multiparametric characterization of head and neck squamous cell carcinomas (HNSCC) using hybrid multiparametric magnetic resonance imaging and positron emission tomography with [18F]-fluorodesoxyglucose (FDG-PET/MRI) in a radiation treatment planning setup. METHODS: Ten patients with locally advanced HNSCC were examined with a combined FDG-PET/MRI in an irradiation planning setup. The multiparametric imaging protocol consisted of FDG-PET, T2-weighted transverse short tau inversion recovery sequence (STIR) and diffusion-weighted MRI (DWI). Primary tumours were manually segmented and quantitative imaging parameters were extracted. PET standardized uptake values (SUV) and DWI apparent diffusion coefficients (ADC) were correlated on a voxel-wise level. RESULTS: Images acquired in this specialised radiotherapy planning setup achieved good diagnostic quality. Median tumour volume was 4.9 [1.1-42.1] ml. Mean PET SUV and ADC of the primary tumours were 5 ± 2.5 and 1.2 ± 0.3 10-3 mm2/s, respectively. In voxel-wise correlation between ADC values and corresponding FDG SUV of the tumours, a significant negative correlation was observed (r = -0.31 ± 0.27, p < 0.05). CONCLUSION: Multiparametric voxel-wise characterization of HNSCC is feasible using combined PET/MRI in a radiation planning setup. This technique may provide novel insights into tumour biology with regard to radiation therapy in the future.


Subject(s)
Carcinoma, Squamous Cell/diagnostic imaging , Carcinoma, Squamous Cell/radiotherapy , Diffusion Magnetic Resonance Imaging , Otorhinolaryngologic Neoplasms/diagnostic imaging , Otorhinolaryngologic Neoplasms/radiotherapy , Positron-Emission Tomography , Radiotherapy Planning, Computer-Assisted , Aged , Carcinoma, Squamous Cell/pathology , Cohort Studies , Diffusion Magnetic Resonance Imaging/instrumentation , Equipment Design , Feasibility Studies , Fluorodeoxyglucose F18 , Humans , Male , Middle Aged , Neoplasm Staging , Otorhinolaryngologic Neoplasms/pathology , Pilot Projects , Positron-Emission Tomography/instrumentation , Prospective Studies , Radiotherapy, Adjuvant , Statistics as Topic
9.
Metab Brain Dis ; 25(4): 407-12, 2010 Dec.
Article in English | MEDLINE | ID: mdl-21086032

ABSTRACT

In acute liver failure (ALF) hyperammonemia plays a mayor role in the pathogenesis of hepatic encephalopathy (HE) but does not always correlate with the severity of mental deterioration and intracranial pressure (ICP). The aim of our study was to evaluate the association with extracellular brain ammonia, ICP and the therapeutical impact of two albumin dialysis devices. ALF was induced by complete hepatectomy in 13 pigs. All pigs were monitored and treated under intensive care conditions until death. Arterial blood and cerebral microdialysis samples were collected and ICP data recorded. Additionally in 5 pigs, standard albumin dialysis and in 3 animals an albumin dialysis prototype was initiated as a tool. Arterial ammonia increased straight after hepatectomy, while extracellular brain ammonia remained on a moderate level 10 h post ALF initiation. After 16 h the brain ammonia reached arterial ammonia levels before plateauing at 1,200 microM, though the arterial ammonia continued to rise. The ICP correlated with the brain ammonia levels. No impact of the different dialysis therapies on neither blood nor brain ammonia levels was observed. In ALF the extracellular brain ammonia revealed a delayed increase compared to arterial ammonia. It correlated strongly with the ICP and could serve as a sensitive marker for HE development. Albumin dialysis did not affect blood or brain ammonia levels.


Subject(s)
Albumins/metabolism , Ammonia/metabolism , Extracellular Space/metabolism , Intracranial Pressure/physiology , Liver Failure, Acute/metabolism , Ammonia/blood , Animals , Blood-Brain Barrier/physiology , Brain Chemistry , Disease Progression , Electroencephalography , Female , Hepatectomy , Hepatic Encephalopathy/blood , Male , Microdialysis , Multiple Organ Failure/metabolism , Swine
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