75 results on '"Troost EG"'
Search Results
2. Tumour response to hypoxia: understanding the hypoxic tumour microenvironment to improve treatment outcome in solid tumours.
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Bigos KJ, Quiles CG, Lunj S, Smith DJ, Krause M, Troost EG, West CM, Hoskin P, and Choudhury A
- Abstract
Hypoxia is a common feature of solid tumours affecting their biology and response to therapy. One of the main transcription factors activated by hypoxia is hypoxia-inducible factor (HIF), which regulates the expression of genes involved in various aspects of tumourigenesis including proliferative capacity, angiogenesis, immune evasion, metabolic reprogramming, extracellular matrix (ECM) remodelling, and cell migration. This can negatively impact patient outcomes by inducing therapeutic resistance. The importance of hypoxia is clearly demonstrated by continued research into finding clinically relevant hypoxia biomarkers, and hypoxia-targeting therapies. One of the problems is the lack of clinically applicable methods of hypoxia detection, and lack of standardisation. Additionally, a lot of the methods of detecting hypoxia do not take into consideration the complexity of the hypoxic tumour microenvironment (TME). Therefore, this needs further elucidation as approximately 50% of solid tumours are hypoxic. The ECM is important component of the hypoxic TME, and is developed by both cancer associated fibroblasts (CAFs) and tumour cells. However, it is important to distinguish the different roles to develop both biomarkers and novel compounds. Fibronectin (FN), collagen (COL) and hyaluronic acid (HA) are important components of the ECM that create ECM fibres. These fibres are crosslinked by specific enzymes including lysyl oxidase (LOX) which regulates the stiffness of tumours and induces fibrosis. This is partially regulated by HIFs. The review highlights the importance of understanding the role of matrix stiffness in different solid tumours as current data shows contradictory results on the impact on therapeutic resistance. The review also indicates that further research is needed into identifying different CAF subtypes and their exact roles; with some showing pro-tumorigenic capacity and others having anti-tumorigenic roles. This has made it difficult to fully elucidate the role of CAFs within the TME. However, it is clear that this is an important area of research that requires unravelling as current strategies to target CAFs have resulted in worsened prognosis. The role of immune cells within the tumour microenvironment is also discussed as hypoxia has been associated with modulating immune cells to create an anti-tumorigenic environment. Which has led to the development of immunotherapies including PD-L1. These hypoxia-induced changes can confer resistance to conventional therapies, such as chemotherapy, radiotherapy, and immunotherapy. This review summarizes the current knowledge on the impact of hypoxia on the TME and its implications for therapy resistance. It also discusses the potential of hypoxia biomarkers as prognostic and predictive indictors of treatment response, as well as the challenges and opportunities of targeting hypoxia in clinical trials., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2024 Bigos, Quiles, Lunj, Smith, Krause, Troost, West, Hoskin and Choudhury.)
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- 2024
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3. Esophageal wall dose-surface maps do not improve the predictive performance of a multivariable NTCP model for acute esophageal toxicity in advanced stage NSCLC patients treated with intensity-modulated (chemo-)radiotherapy.
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Dankers F, Wijsman R, Troost EG, Monshouwer R, Bussink J, and Hoffmann AL
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- Adult, Aged, Carcinoma, Non-Small-Cell Lung prevention & control, Esophageal Neoplasms etiology, Esophageal Neoplasms prevention & control, Female, Humans, Male, Middle Aged, Neoplasms, Radiation-Induced etiology, Neoplasms, Radiation-Induced prevention & control, Radiotherapy Dosage, Carcinoma, Non-Small-Cell Lung etiology, Carcinoma, Non-Small-Cell Lung radiotherapy, Esophagus radiation effects, Lung Neoplasms radiotherapy, Radiotherapy Planning, Computer-Assisted methods, Radiotherapy, Conformal adverse effects
- Abstract
In our previous work, a multivariable normal-tissue complication probability (NTCP) model for acute esophageal toxicity (AET) Grade ⩾2 after highly conformal (chemo-)radiotherapy for non-small cell lung cancer (NSCLC) was developed using multivariable logistic regression analysis incorporating clinical parameters and mean esophageal dose (MED). Since the esophagus is a tubular organ, spatial information of the esophageal wall dose distribution may be important in predicting AET. We investigated whether the incorporation of esophageal wall dose-surface data with spatial information improves the predictive power of our established NTCP model. For 149 NSCLC patients treated with highly conformal radiation therapy esophageal wall dose-surface histograms (DSHs) and polar dose-surface maps (DSMs) were generated. DSMs were used to generate new DSHs and dose-length-histograms that incorporate spatial information of the dose-surface distribution. From these histograms dose parameters were derived and univariate logistic regression analysis showed that they correlated significantly with AET. Following our previous work, new multivariable NTCP models were developed using the most significant dose histogram parameters based on univariate analysis (19 in total). However, the 19 new models incorporating esophageal wall dose-surface data with spatial information did not show improved predictive performance (area under the curve, AUC range 0.79-0.84) over the established multivariable NTCP model based on conventional dose-volume data (AUC = 0.84). For prediction of AET, based on the proposed multivariable statistical approach, spatial information of the esophageal wall dose distribution is of no added value and it is sufficient to only consider MED as a predictive dosimetric parameter.
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- 2017
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4. [18F]FDG PET/CT-based response assessment of stage IV non-small cell lung cancer treated with paclitaxel-carboplatin-bevacizumab with or without nitroglycerin patches.
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de Jong EE, van Elmpt W, Leijenaar RT, Hoekstra OS, Groen HJ, Smit EF, Boellaard R, van der Noort V, Troost EG, Lambin P, and Dingemans AC
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- Adult, Aged, Bevacizumab administration & dosage, Carboplatin administration & dosage, Carcinoma, Non-Small-Cell Lung pathology, Feasibility Studies, Female, Fluorodeoxyglucose F18, Humans, Lung Neoplasms pathology, Male, Middle Aged, Neoplasm Staging, Netherlands, Paclitaxel administration & dosage, Positron Emission Tomography Computed Tomography methods, Radiopharmaceuticals, Reproducibility of Results, Sensitivity and Specificity, Survival Rate, Treatment Outcome, Vasodilator Agents administration & dosage, Antineoplastic Combined Chemotherapy Protocols administration & dosage, Carcinoma, Non-Small-Cell Lung diagnostic imaging, Carcinoma, Non-Small-Cell Lung drug therapy, Lung Neoplasms diagnostic imaging, Lung Neoplasms drug therapy, Nitroglycerin administration & dosage
- Abstract
Purpose: Nitroglycerin (NTG) is a vasodilating drug, which increases tumor blood flow and consequently decreases hypoxia. Therefore, changes in [18F] fluorodeoxyglucose positron emission tomography ([18F]FDG PET) uptake pattern may occur. In this analysis, we investigated the feasibility of [18F]FDG PET for response assessment to paclitaxel-carboplatin-bevacizumab (PCB) treatment with and without NTG patches. And we compared the [18F]FDG PET response assessment to RECIST response assessment and survival., Methods: A total of 223 stage IV non-small cell lung cancer (NSCLC) patients were included in a phase II study (NCT01171170) randomizing between PCB treatment with or without NTG patches. For 60 participating patients, a baseline and a second [18F]FDG PET/computed tomography (CT) scan, performed between day 22 and 24 after the start of treatment, were available. Tumor response was defined as a 30 % decrease in CT and PET parameters, and was compared to RECIST response at week 6. The predictive value of these assessments for progression free survival (PFS) and overall survival (OS) was assessed with and without NTG., Results: A 30 % decrease in SUVpeak assessment identified more patients as responders compared to a 30 % decrease in CT diameter assessment (73 % vs. 18 %), however, this was not correlated to OS (SUVpeak30 p = 0.833; CTdiameter30 p = 0.557). Changes in PET parameters between the baseline and the second scan were not significantly different for the NTG group compared to the control group (p value range 0.159-0.634). The CT-based (part of the [18F]FDG PET/CT) parameters showed a significant difference between the baseline and the second scan for the NTG group compared to the control group (CT diameter decrease of 7 ± 23 % vs. 19 ± 14 %, p = 0.016, respectively)., Conclusions: The decrease in tumoral FDG uptake in advanced NSCLC patients treated with chemotherapy with and without NTG did not differ between both treatment arms. Early PET-based response assessment showed more tumor responders than CT-based response assessment (part of the [18F]FDG PET/CT); this was not correlated to survival. This might be due to timing of the [18F]FDG PET shortly after the bevacizumab infusion., Competing Interests: Compliance with ethical standards Funding The NVALT12 is a multicentre randomized open-label parallel group phase II trial conducted by the Dutch Lung Physician Society (NVALT) and was supported by the Dutch Cancer Society (grant UM 2010–4883). This study is also funded by the Dutch Technology Foundation STW (grant n° 10696 DuCAT & n° P14-19 Radiomics STRaTegy), which is the applied science division of NWO and the Technology Programme of the Ministry of Economic Affairs. Conflict of interest Author RL is employed by ptTheragnostics BV and is the Chief Scientific Officer of OncoRadiomics (a department of Health Innovations B.V.). Author AD is an advisory board member of Roche, Eli Lilly, Astra Zeneca, MSD and Pfizer. Author PL acknowledges financial support from ERC advanced grant (ERC-ADG-2015, n° 694812 - Hypoximmuno), the QuIC-ConCePT project, which is partly funded by EFPI A companies and the Innovative Medicine Initiative Joint Undertaking (IMI JU) under grant agreement no. 115151. Author PL also acknowledges financial support from the EU 7th Framework Program (ARTFORCE - n° 257144), Kankeronderzoekfonds Limburg from the Health Foundation Limburg and the Dutch Cancer Society. Authors EJ, WE, OH, HG, RB, VN and ET declare that they have no conflicts of interest. Ethical approval All procedures performed in this study were in accordance with the ethical standards of the institutional and national research committee and with the 1964 Helsinki Declaration and its later amendments. Informed consent Informed consent was obtained from all individual participants included in the study.
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- 2017
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5. Time-Resolved Versus Integrated Transit Planar Dosimetry for Volumetric Modulated Arc Therapy: Patient-Specific Dose Differences During Treatment, a Proof of Principle.
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Persoon LC, Podesta M, Nijsten SM, Troost EG, and Verhaegen F
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- Humans, Neoplasms radiotherapy, Pleural Effusion radiotherapy, Radiotherapy Dosage, Radiometry methods, Radiotherapy Planning, Computer-Assisted methods, Radiotherapy, Intensity-Modulated methods
- Abstract
Purpose: It is desirable that dosimetric deviations during radiation treatments are detected. Integrated transit planar dosimetry is commonly used to evaluate external beam treatments such as volumetric-modulated arc therapy. This work focuses on patient geometry changes which result in differences between the planned and the delivered radiation dose. Integrated transit planar dosimetry will average out some deviations. Novel time-resolved transit planar dosimetry compares the delivered dose of volumetric-modulated arc therapy to the planned dose at various time points. Four patient cases are shown where time-resolved transit planar dosimetry detects patient geometry changes during treatment., Methods: A control point to control point comparison between the planned dose and the treatment dose of volumetric-modulated arc therapy beams is calculated using the planning computed tomography and the kV cone-beam computed tomography of the day and evaluated with a time-resolved γ function. Results were computed for 4 patients treated with volumetric-modulated arc therapy, each showing an anatomical change: pleural effusion, rectal gas pockets, and tumor regression., Results: In all cases, the geometrical change was detected by time-resolved transit planar dosimetry, whereas integrated transit planar dosimetry showed minor or no indication of the dose discrepancy. Both tumor regression cases were detected earlier in the treatment with time-resolved planar dosimetry in comparison to integrated transit planar dosimetry. The pleural effusion and the gas pocket were detected exclusively with time-resolved transit planar dosimetry., Conclusions: Clinical cases were presented in this proof-of-principle study in which integrated transit planar dosimetry did not detect dosimetrically relevant deviations to the same extent time-resolved transit planar dosimetry was able to. Time-resolved transit planar dosimetry also provides results that can be presented as a function of arc delivery angle allowing easier interpretation compared to integrated transit planar dosimetry., (© The Author(s) 2015.)
- Published
- 2016
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6. Emerging Role of MRI for Radiation Treatment Planning in Lung Cancer.
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Cobben DC, de Boer HC, Tijssen RH, Rutten EG, van Vulpen M, Peerlings J, Troost EG, Hoffmann AL, and van Lier AL
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- Humans, Magnetic Resonance Imaging methods, Lung Neoplasms pathology, Lung Neoplasms radiotherapy
- Abstract
Magnetic resonance imaging (MRI) provides excellent soft-tissue contrast and allows for specific scanning sequences to optimize differentiation between various tissue types and properties. Moreover, it offers the potential for real-time motion imaging. This makes magnetic resonance imaging an ideal candidate imaging modality for radiation treatment planning in lung cancer. Although the number of clinical research protocols for the application of magnetic resonance imaging for lung cancer treatment is increasing (www.clinicaltrials.gov) and the magnetic resonance imaging sequences are becoming faster, there are still some technical challenges. This review describes the opportunities and challenges of magnetic resonance imaging for radiation treatment planning in lung cancer., (© The Author(s) 2015.)
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- 2016
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7. PRONTOX - proton therapy to reduce acute normal tissue toxicity in locally advanced non-small-cell lung carcinomas (NSCLC): study protocol for a randomised controlled trial.
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Zschaeck S, Simon M, Löck S, Troost EG, Stützer K, Wohlfahrt P, Appold S, Makocki S, Bütof R, Richter C, Baumann M, and Krause M
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- Carcinoma, Non-Small-Cell Lung mortality, Humans, Lung Neoplasms mortality, Prospective Studies, Carcinoma, Non-Small-Cell Lung radiotherapy, Clinical Protocols, Lung Neoplasms radiotherapy, Proton Therapy adverse effects
- Abstract
Background: Primary radiochemotherapy with photons is the standard treatment for locally advanced-stage non-small cell lung cancer (NSCLC) patients. Acute radiation-induced side effects such as oesophagitis and radiation pneumonitis limit patients' quality of life, and the latter can be potentially life-threatening. Due to its distinct physical characteristics, proton therapy enables better sparing of normal tissues, which is supposed to translate into a reduction of radiation-induced side effects., Methods/design: This is a single-centre, prospective, randomised controlled, phase II clinical trial to compare photon to proton radiotherapy up to 66 Gy (RBE) with concomitant standard chemotherapy in patients with locally advanced-stage NSCLC. Patients will be allocated in a 1:1 ratio to photon or proton therapy, and treatment will be delivered slightly accelerated with six fractions of 2 Gy (RBE) per week., Discussion: The overall aim of the study is to show a decrease of early and intermediate radiation-induced toxicity using proton therapy. For the primary endpoint of the study we postulate a decrease of radiation-induced side effects (oesophagitis and pneumonitis grade II or higher) from 39 to 12%. Secondary endpoints are locoregional and distant failure, overall survival and late side effects., Trial Registration: Registered at ClinicalTrials.gov with Identifier NCT02731001 on 1 April 2016.
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- 2016
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8. Evaluation of tumour hypoxia during radiotherapy using [ 18 F]HX4 PET imaging and blood biomarkers in patients with head and neck cancer.
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Zegers CM, Hoebers FJ, van Elmpt W, Bons JA, Öllers MC, Troost EG, Eekers D, Balmaekers L, Arts-Pechtold M, Mottaghy FM, and Lambin P
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- Aged, Female, Head and Neck Neoplasms blood, Head and Neck Neoplasms diagnosis, Humans, Male, Middle Aged, Radiopharmaceuticals, Reproducibility of Results, Sensitivity and Specificity, Treatment Outcome, Biomarkers, Tumor blood, Head and Neck Neoplasms radiotherapy, Imidazoles, Positron-Emission Tomography methods, Triazoles, Tumor Hypoxia radiation effects
- Abstract
Background and Purpose: Increased tumour hypoxia is associated with a worse overall survival in patients with head and neck squamous cell carcinoma (HNSCC). The aims of this study were to evaluate treatment-associated changes in [
18 F]HX4-PET, hypoxia-related blood biomarkers, and their interdependence., Material and Methods: [18 F]HX4-PET/CT scans of 20 patients with HNSCC were acquired at baseline and after ±20Gy of radiotherapy. Within the gross-tumour-volumes (GTV; primary and lymph nodes), mean and maximum standardized uptake values, the hypoxic fraction (HF) and volume (HV) were calculated. Also, the changes in spatial uptake pattern were evaluated using [18 F]HX4-PET/CT imaging. For all patients, the plasma concentration of CAIX, osteopontin and VEGF was assessed., Results: At baseline, tumour hypoxia was detected in 69 % (22/32) of the GTVs. During therapy, we observed a significant decrease in all image parameters. The HF decreased from 21.7 ± 19.8 % (baseline) to 3.6 ± 10.0 % (during treatment; P < 0.001). Only two patients had a HV > 1 cm3 during treatment, which was located for >98 % within the baseline HV. During treatment, no significant changes in plasma CAIX or VEGF were observed, while osteopontin was increased., Conclusions: [18 F]HX4-PET/CT imaging allows monitoring changes in hypoxia during (chemo)radiotherapy whereas the blood biomarkers were not able to detect a treatment-associated decrease in hypoxia., Competing Interests: Compliance with ethical standards Funding Authors acknowledge financial support from the QuIC-ConCePT project, which is partly funded by EFPI A companies and the Innovative Medicine Initiative Joint Undertaking (IMI JU) under Grant Agreement No. 115151. Authors also acknowledge financial support from EU 7th framework program (EURECA, ARTFORCE - n° 257144, REQUITE - n° 601826), Kankeronderzoekfonds Limburg from the Health Foundation Limburg and the Dutch Cancer Society (KWF MAC 2011–4970). Conflict of interest No actual or potential conflicts of interest exist. Ethical approval All procedures performed in studies involving human participants were in accordance with the ethical standards of the Ethical Review Committee of Maastricht University Medical Centre. Informed consent Informed consent was obtained from all individual participants included in the study.- Published
- 2016
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9. Is selective nodal irradiation in non-small cell lung cancer still safe when using IMRT? Results of a prospective cohort study.
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Martinussen HM, Reymen B, Wanders R, Troost EG, Dingemans AC, Öllers M, Houben R, De Ruysscher D, Lambin P, and van Baardwijk A
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- Adult, Aged, Aged, 80 and over, Carcinoma, Non-Small-Cell Lung pathology, Carcinoma, Non-Small-Cell Lung secondary, Chemoradiotherapy, Disease-Free Survival, Female, Humans, Kaplan-Meier Estimate, Lung Neoplasms pathology, Lymphatic Metastasis, Male, Middle Aged, Neoplasm Recurrence, Local pathology, Neoplasm Staging, Prospective Studies, Radiotherapy Dosage, Radiotherapy, Intensity-Modulated adverse effects, Retrospective Studies, Treatment Failure, Carcinoma, Non-Small-Cell Lung radiotherapy, Lung Neoplasms radiotherapy, Lymphatic Irradiation methods, Radiotherapy, Intensity-Modulated methods
- Abstract
Background and Purpose: Isolated nodal failures (INF) are rare after 3D-conformal radiotherapy (3D-CRT) for stage III non-small cell lung cancer (NSCLC). Since incidental nodal irradiation doses are lower with Intensity Modulated Radiation Therapy (IMRT) than with 3D-CRT, INF may be higher after IMRT. We therefore investigated the incidence of INF after IMRT in stage III NSCLC patients., Materials and Methods: Stage III NSCLC patients undergoing radical radiotherapy using IMRT in the period January 2010 till March 2012 were included. The primary endpoint was the rate of INF, secondary endpoints included patterns of failure, progression free survival (PFS), overall survival (OS) and toxicity., Results: 183 stage III NSCLC patients were enrolled. With a median follow-up of 58.0months 2.2% of patients had an INF. The median PFS was 15.0months, the median OS 19.5months. Patterns of recurrence: 2.2% INF, 11.5% local and 2.7% loco-regional recurrence, 26.8% distant metastases only, 18.0% a combination of local/loco-regional and distant metastases, and 38.3% patients without recurrence. One INF was out of field, in adjacent lymph nodes. Acute toxicity was limited., Discussion: Selective nodal irradiation using IMRT in stage III NSCLC patients results in a low in-field incidence of INF (2.2%), similar to 3D-CRT, and may thus be considered safe., (Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.)
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- 2016
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10. The Diagnostic Value of MR Imaging in Determining the Lymph Node Status of Patients with Non-Small Cell Lung Cancer: A Meta-Analysis.
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Peerlings J, Troost EG, Nelemans PJ, Cobben DC, de Boer JC, Hoffmann AL, and Beets-Tan RG
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- Humans, Carcinoma, Non-Small-Cell Lung pathology, Lung Neoplasms pathology, Lymphatic Metastasis diagnostic imaging, Magnetic Resonance Imaging methods
- Abstract
Purpose To summarize existing evidence of thoracic magnetic resonance (MR) imaging in determining the nodal status of non-small cell lung cancer (NSCLC) with the aim of elucidating its diagnostic value on a per-patient basis (eg, in treatment decision making) and a per-node basis (eg, in target volume delineation for radiation therapy), with results of cytologic and/or histologic examination as the reference standard. Materials and Methods A systematic literature search for original diagnostic studies was performed in PubMed, Web of Science, Embase, and MEDLINE. The methodologic quality of each study was evaluated by using the Quality Assessment of Diagnostic Accuracy Studies 2, or QUADAS-2, tool. Hierarchic summary receiver operating characteristic curves were generated to estimate the diagnostic performance of MR imaging. Subgroup analyses, expressed as relative diagnostic odds ratios (DORs) (rDORs), were performed to evaluate whether publication year, methodologic quality, and/or method of evaluation (qualitative [ie, lesion size and/or morphology] vs quantitative [eg, apparent diffusion coefficients in diffusion-weighted images]) affected diagnostic performance. Results Twelve of 2551 initially identified studies were included in this meta-analysis (1122 patients; 4302 lymph nodes). On a per-patient basis, the pooled estimates of MR imaging for sensitivity, specificity, and DOR were 0.87 (95% confidence interval [CI]: 0.78, 0.92), 0.88 (95% CI: 0.77, 0.94), and 48.1 (95% CI: 23.4, 98.9), respectively. On a per-node basis, the respective measures were 0.88 (95% CI: 0.78, 0.94), 0.95 (95% CI: 0.87, 0.98), and 129.5 (95% CI: 49.3, 340.0). Subgroup analyses suggested greater diagnostic performance of quantitative evaluation on both a per-patient and per-node basis (rDOR = 2.76 [95% CI: 0.83, 9.10], P = .09 and rDOR = 7.25 [95% CI: 1.75, 30.09], P = .01, respectively). Conclusion This meta-analysis demonstrated high diagnostic performance of MR imaging in staging hilar and mediastinal lymph nodes in NSCLC on both a per-patient and per-node basis. (©) RSNA, 2016 Online supplemental material is available for this article.
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- 2016
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11. [Melanoma brain metastases : Treatment options].
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Rauschenberg R, Tabatabai G, Troost EG, Garzarolli M, Beissert S, and Meier F
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- Antineoplastic Agents administration & dosage, Brain Neoplasms diagnosis, Cranial Irradiation methods, Evidence-Based Medicine, Humans, Melanoma diagnosis, Molecular Targeted Therapy methods, Treatment Outcome, Brain Neoplasms secondary, Brain Neoplasms therapy, Chemoradiotherapy methods, Melanoma secondary, Melanoma therapy, Radiosurgery methods
- Abstract
The majority of patients with metastatic melanoma will develop brain metastases, which are the most common cause of death. Until recently, local therapies (e. g., neurosurgery, radiotherapy) were the only options for brain metastases; however, effective systemic treatment options are now available. Upon suspicion of brain metastases, diagnostic staging with brain MRI and a neurological investigation are indicated. Prognostic factors such as number of cerebral metastases and symptoms, serum lactate dehydrogenase and S‑100 levels, extracerebral metastases, and ECOG status are considered during therapeutic planning. Treatment planning and therapeutic interventions should be based on an interdisciplinary and multimodal approach. Established treatments for singular brain metastases are neurosurgical resection and stereotactic radiotherapy, which can prolong survival. In patients with asymptomatic BRAF V600E-mutant brain metastases, the BRAF inhibitors dabrafenib, vemurafenib, and immunotherapy with ipilimumab are used. In the case of multiple symptomatic brain metastases, palliative whole-brain radiotherapy is used for treatment, although it has failed to show an overall survival benefit. Increased intracranial pressure and epileptic seizures are addressed with corticosteroids and anticonvulsants. Current clinical studies for melanoma patients with brain metastases are investigating new treatment options such as PD-1 antibodies, combined ipilimumab and nivolumab, combined BRAF inhibitors and MEK inhibitors, and stereotactic radiation in combination with immunotherapy or targeted therapy.
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- 2016
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12. Prognostic value of blood-biomarkers related to hypoxia, inflammation, immune response and tumour load in non-small cell lung cancer - A survival model with external validation.
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Carvalho S, Troost EG, Bons J, Menheere P, Lambin P, and Oberije C
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- Adult, Aged, Aged, 80 and over, Antigens, Neoplasm blood, Carcinoma, Non-Small-Cell Lung blood, Female, Humans, Keratin-19 blood, Lung Neoplasms blood, Male, Middle Aged, Osteopontin blood, Prognosis, Tumor Burden, Biomarkers, Tumor blood, Carcinoma, Non-Small-Cell Lung mortality, Cell Hypoxia, Inflammation blood, Lung Neoplasms mortality
- Abstract
Aim: Improve the prognostic prediction of clinical variables for non-small cell lung cancer (NSCLC), by selecting from blood-biomarkers, non-invasively describing hypoxia, inflammation and tumour load., Methods: Model development and validation included 182 and 181 inoperable stage I-IIIB NSCLC patients treated radically with radiotherapy (55.2%) or chemo-radiotherapy (44.8%). Least absolute shrinkage and selection operator (LASSO), selected from blood-biomarkers related to hypoxia [osteopontin (OPN) and carbonic anhydrase IX (CA-IX)], inflammation [interleukin-6 (IL-6), IL-8, and C-reactive protein (CRP)], and tumour load [carcinoembryonic antigen (CEA), and cytokeratin fragment 21-1 (Cyfra 21-1)]. Sequent model extension selected from alpha-2-macroglobulin (α2M), serum interleukin-2 receptor (sIL2r), toll-like receptor 4 (TLR4), and vascular endothelial growth factor (VEGF). Discrimination was reported by concordance-index., Results: OPN and Cyfra 21-1 (hazard ratios of 3.3 and 1.7) significantly improved a clinical model comprising gender, World Health Organization performance-status, forced expiratory volume in 1s, number of positive lymph node stations, and gross tumour volume, from a concordance-index of 0.66 to 0.70 (validation=0.62 and 0.66). Extension of the validated model yielded a concordance-index of 0.67, including α2M, sIL2r and VEGF (hazard ratios of 4.6, 3.1, and 1.4)., Conclusion: Improvement of a clinical model including hypoxia and tumour load blood-biomarkers was validated. New immunological markers were associated with overall survival. Data and models can be found at www.cancerdata.org (http://dx.doi.org/10.17195/candat.2016.04.1) and www.predictcancer.org., (Copyright © 2016 The Authors. Published by Elsevier Ireland Ltd.. All rights reserved.)
- Published
- 2016
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13. Early Weight Loss during Chemoradiotherapy Has a Detrimental Impact on Outcome in NSCLC.
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Sanders KJ, Hendriks LE, Troost EG, Bootsma GP, Houben RM, Schols AM, and Dingemans AM
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- Adenocarcinoma mortality, Adenocarcinoma pathology, Adenocarcinoma therapy, Carcinoma, Large Cell mortality, Carcinoma, Large Cell pathology, Carcinoma, Large Cell therapy, Carcinoma, Non-Small-Cell Lung pathology, Carcinoma, Non-Small-Cell Lung therapy, Carcinoma, Squamous Cell mortality, Carcinoma, Squamous Cell pathology, Carcinoma, Squamous Cell therapy, Chemoradiotherapy mortality, Esophagitis etiology, Esophagitis pathology, Female, Follow-Up Studies, Humans, Lung Neoplasms pathology, Lung Neoplasms therapy, Male, Middle Aged, Neoplasm Staging, Prognosis, Retrospective Studies, Survival Rate, Carcinoma, Non-Small-Cell Lung mortality, Chemoradiotherapy adverse effects, Esophagitis mortality, Lung Neoplasms mortality, Weight Loss drug effects, Weight Loss radiation effects
- Abstract
Objectives: The aim of this study was to assess the effect of early weight loss before the onset of radiation esophagitis on overall survival (OS) in patients with non-small cell lung cancer treated with concurrent chemoradiotherapy., Methods: Characteristics (e.g., patient weight, radiation esophagitis score, sex, World Health Organization performance status, chemotherapy dose, nodal status, and gross tumor volume) of 151 patients who received concurrent chemoradiotherapy (in 2006-2013) were retrospectively correlated with OS. Early weight loss was defined as weight loss of more than 5% between the start and third week of radiotherapy in patients whose weight was stable before treatment initiation., Results: In 17% of the patients early weight loss was observed. Median OS (95% confidence interval [CI]) was significantly shorter in the early weight loss group (OS = 13.0 months, 95% CI: 2.0-24.0) versus in the non-early weight loss group (OS = 23.0 months, 95% CI: 14.7-31.3) (hazard ratio [HR] = 1.8, 95% CI: 1.12-2.96, p = 0.017). On multivariate analysis sex (HR = 2.1, 95% CI: 1.33-3.29, p = 0.001), World Health Organization performance status (HR = 1.9, 95% CI: 1.20-2.97, p = 0.006), nodal status (HR = 2.9, 95% CI: 1.38-6.01, p = 0.005), and early weight loss (HR = 1.9, 95% CI: 1.10-3.19, p = 0.022) were associated with OS., Conclusions: Early weight loss in patients with non-small cell lung cancer was found to be associated with worse prognosis. These data warrant further investigation into the efficacy of tailored intervention to prevent early weight loss., (Copyright © 2016 International Association for the Study of Lung Cancer. Published by Elsevier Inc. All rights reserved.)
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- 2016
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14. Improved progression free survival for patients with diabetes and locally advanced non-small cell lung cancer (NSCLC) using metformin during concurrent chemoradiotherapy.
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Wink KC, Belderbos JS, Dieleman EM, Rossi M, Rasch CR, Damhuis RA, Houben RM, and Troost EG
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- Adult, Aged, Aged, 80 and over, Carcinoma, Non-Small-Cell Lung mortality, Carcinoma, Non-Small-Cell Lung pathology, Case-Control Studies, Chemoradiotherapy mortality, Diabetes Mellitus, Type 2 mortality, Disease-Free Survival, Female, Humans, Kaplan-Meier Estimate, Male, Middle Aged, Neoplasm Staging, Netherlands epidemiology, Prospective Studies, Retrospective Studies, Treatment Outcome, Carcinoma, Non-Small-Cell Lung therapy, Chemoradiotherapy methods, Diabetes Mellitus, Type 2 drug therapy, Hypoglycemic Agents therapeutic use, Metformin therapeutic use
- Abstract
Background and Purpose: The aim was to investigate whether the use of metformin during concurrent chemoradiotherapy (cCRT) for locally advanced non-small cell lung cancer (NSCLC) improved treatment outcome., Material and Methods: A total of 682 patients were included in this retrospective cohort study (59 metformin users, 623 control patients). All received cCRT in one of three participating radiation oncology departments in the Netherlands between January 2008 and January 2013. Primary endpoint was locoregional recurrence free survival (LRFS), secondary endpoints were overall survival (OS), progression-free survival (PFS) and distant metastasis free survival (DMFS)., Results: No significant differences in LRFS or OS were found. Metformin use was associated with an improved DMFS (74% versus 53% at 2 years; p=0.01) and PFS (58% versus 37% at 2 years and a median PFS of 41 months versus 15 months; p=0.01). In a multivariate cox-regression analysis, the use of metformin was a statistically significant independent variable for DMFS and PFS (p=0.02 and 0.03)., Conclusions: Metformin use during cCRT is associated with an improved DMFS and PFS for locally advanced NSCLC patients, suggesting that metformin may be a valuable treatment addition in these patients. Evidently, our results merit to be verified in a prospective trial., (Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.)
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- 2016
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15. Vertebral fractures - An underestimated side-effect in patients treated with radio(chemo)therapy.
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Pilz K, Hoffmann AL, Baumann M, and Troost EG
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- 2016
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16. FMISO as a Biomarker for Clinical Radiation Oncology.
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Zschaeck S, Steinbach J, and Troost EG
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- Animals, Humans, Hypoxia, Misonidazole pharmacokinetics, Neoplasms radiotherapy, Prognosis, Radiation Oncology methods, Radiation-Sensitizing Agents pharmacokinetics, Radiopharmaceuticals pharmacokinetics, Misonidazole analogs & derivatives, Neoplasms diagnostic imaging, Neoplasms metabolism, Positron-Emission Tomography methods
- Abstract
Tumour hypoxia is a well-known negative prognostic marker in almost all solid tumours. [18F]Fluoromisonidazole (FMISO)-positron emission tomography (PET) is a non-invasive method to detect tumour hypoxia. Compared to other methods of hypoxia assessment it possesses some considerable advantages: It is non-invasive, it delivers spatial information on the hypoxia distribution within the entire tumour volume, and it can be repeated during the course of radio(chemo)therapy. This chapter briefly describes different methods of hypoxia evaluation and focuses on hypoxia PET imaging, with the most commonly used tracer being FMISO. The preclinical rationale and clinical studies to use FMISO-PET for patient stratification in radiation therapy are discussed as well as possible agents or radiation-dose modifications to overcome hypoxia.
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- 2016
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17. Evaluating the use of optimally respiratory gated 18F-FDG-PET in target volume delineation and its influence on radiation doses to the organs at risk in non-small-cell lung cancer patients.
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Wijsman R, Grootjans W, Troost EG, van der Heijden EH, Visser EP, de Geus-Oei LF, and Bussink J
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- Carcinoma, Non-Small-Cell Lung diagnostic imaging, Humans, Lung Neoplasms diagnostic imaging, Radiotherapy Dosage, Respiratory-Gated Imaging Techniques, Retrospective Studies, Carcinoma, Non-Small-Cell Lung radiotherapy, Fluorodeoxyglucose F18, Lung Neoplasms radiotherapy, Organs at Risk radiation effects, Positron-Emission Tomography, Radiation Dosage, Radiotherapy Planning, Computer-Assisted methods
- Abstract
Objective: This radiotherapy planning study evaluated tumour delineation using both optimally respiratory gated and nongated fluorine-18 fluorodeoxyglucose-PET (F-FDG-PET)., Methods: For 22 non-small-cell lung tumours, both scans were used to create the nongated and gated (g) gross tumour volumes (GTVg) together with the accompanying clinical target volumes (CTV) and planning target volumes (PTV). The size of the target volumes (TV) was evaluated and the accompanying radiotherapy plans were created to study the radiation doses to the organs at risk (OAR)., Results: The median volumes of GTVg, CTVg and PTVg were statistically significantly smaller compared with the corresponding nongated volumes, resulting in a median TV reduction of 0.5 cm (interquartile range 0.1-1.2), 1.5 cm (-0.2 to 7.0) and 2.3 cm (-0.5 to 11.3) for the GTVg, CTVg and PTVg, respectively. For the OAR, only the percentage of lung (GTV included) receiving at least 35 Gy was significantly smaller after gating, with a median difference in lung volume receiving at least 35 Gy of 5.7 cm (interquartile range -0.8 to 30.50)., Conclusion: Compared with nongated F-FDG-PET, the TVs obtained with optimally respiratory gated F-FDG-PET were significantly smaller, however, without a clinically relevant difference in radiation dose to the OAR.
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- 2016
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18. [Stereotactic radiotherapy augments the immune response].
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Troost EG
- Subjects
- Animals, Female, Antigens, Neoplasm immunology, Cross-Priming immunology, Immunotherapy methods, Mammary Neoplasms, Experimental therapy, Melanoma, Experimental therapy, Programmed Cell Death 1 Receptor immunology, Radiosurgery methods
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- 2016
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19. Imaging-Based Treatment Adaptation in Radiation Oncology.
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Troost EG, Thorwarth D, and Oyen WJ
- Subjects
- Humans, Magnetic Resonance Imaging, Molecular Imaging methods, Positron-Emission Tomography, Tomography, X-Ray Computed, Neoplasms diagnostic imaging, Neoplasms radiotherapy, Radiation Oncology trends
- Abstract
In many tumor types, significant effort is being put into patient-tailored adaptation of treatment to improve outcome and preferably reduce toxicity. These opportunities first arose with the introduction of modern irradiation techniques (e.g., intensity-modulated radiotherapy) combined with functional imaging for more precise delineation of target volume. On the basis of functional CT, MRI, and PET results, radiation target volumes are altered during the course of treatment, or subvolumes inside the primary tumor are defined to enhance the dosing strategy. Moreover, the probability of complications to normal tissues is predicted using anatomic or functional imaging, such as in the use of CT or PET to predict radiation pneumonitis. Besides focusing, monitoring, and adapting photon therapy for solid tumors, PET also has a role in verifying proton-beam therapy. This article discusses the current state and remaining challenges of imaging-based treatment adaptation in radiation oncology., (© 2015 by the Society of Nuclear Medicine and Molecular Imaging, Inc.)
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- 2015
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20. Single organ metastatic disease and local disease status, prognostic factors for overall survival in stage IV non-small cell lung cancer: Results from a population-based study.
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Hendriks LE, Derks JL, Postmus PE, Damhuis RA, Houben RM, Troost EG, Hochstenbag MM, Smit EF, and Dingemans AM
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- Aged, Bone Neoplasms secondary, Brain Neoplasms secondary, Female, Fluorodeoxyglucose F18, Humans, Kaplan-Meier Estimate, Liver Neoplasms secondary, Lymphatic Metastasis, Male, Middle Aged, Multimodal Imaging methods, Multimodal Imaging statistics & numerical data, Neoplasm Recurrence, Local, Neoplasm Staging, Positron-Emission Tomography, Prognosis, Proportional Hazards Models, Tomography, X-Ray Computed, Adenocarcinoma pathology, Carcinoma, Non-Small-Cell Lung pathology, Carcinoma, Squamous Cell pathology, Lung Neoplasms pathology
- Abstract
Purpose: To analyse the prognostic impact on overall survival (OS) of single versus multiple organ metastases, organ affected, and local disease status in a population based stage IV non-small cell lung cancer (NSCLC) cohort., Methods: In this observational study, data were analysed of all histologically confirmed stage IV NSCLC patients diagnosed between 1 January 2006 and 31 December 2012 registered in the Netherlands Cancer Registry. Location of metastases before treatment was registered. Multivariable survival analyses [age, gender, histology, M-status, local disease status, number of involved organs, actual organ affected] were performed for all patients and for an (18)fluorodeoxyglucose-positron emission tomography ((18)FDG-PET)-staged subgroup., Results: 11,094 patients were selected: 60% male, mean age 65 years, 73% adenocarcinoma. Median OS for 1 (N = 5676), 2 (N = 3280), and ⩾ 3 (N = 2138) metastatically affected organs was 6.7, 4.3, 2.8 months, respectively (p < 0.001). Hazard ratio (HR) for 2 versus 1 organ(s) was 1.33 (p < 0.001), for ⩾ 3 versus 1 organ(s) 1.91 (p < 0.001). Results were confirmed in the (18)FDG-PET-staged cohort (N = 1517): patients with single organ versus 2 and ⩾ 3 organ metastases had higher OS (8.6, 5.7, 3.8 months, HR 1.40 and 2.17, respectively, p < 0.001). In single organ metastases, OS for low versus high TN-status was 8.5 versus 6.5 months [HR 1.40 (p < 0 .001)]. (18)FDG-PET-staged single organ metastases patients with low TN-status had a superior OS than those with high TN-status (11.6 versus 8.2 months, HR 1.62, p < 0.001)., Conclusion: Patients with single organ metastases stage IV NSCLC have a favourable prognosis, especially in combination with low TN status. They have to be regarded as a separate subgroup of stage IV disease., (Copyright © 2015 Elsevier Ltd. All rights reserved.)
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- 2015
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21. Increasing the Therapeutic Ratio of Stereotactic Ablative Radiotherapy by Individualized Isotoxic Dose Prescription.
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Zindler JD, Thomas CR Jr, Hahn SM, Hoffmann AL, Troost EG, and Lambin P
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- Animals, Brain Neoplasms radiotherapy, Brain Neoplasms secondary, Carcinoma, Non-Small-Cell Lung radiotherapy, Carcinoma, Non-Small-Cell Lung secondary, Humans, Lung Neoplasms pathology, Lung Neoplasms radiotherapy, Neoplasm Staging, Neoplasms pathology, Radiation Injuries etiology, Treatment Outcome, Dose Fractionation, Radiation, Neoplasms radiotherapy, Organs at Risk radiation effects, Prescriptions standards, Radiation Injuries prevention & control, Radiosurgery adverse effects, Radiotherapy Planning, Computer-Assisted methods, Tumor Burden radiation effects
- Abstract
To obtain a favorable tradeoff between treatment benefits and morbidity ("therapeutic ratio"), radiotherapy (RT) dose is prescribed according to the tumor volume, with the goal of controlling the disease while respecting normal tissue tolerance levels. We propose a new paradigm for tumor dose prescription in stereotactic ablative radiotherapy (SABR) based on organ-at-risk (OAR) tolerance levels called isotoxic dose prescription (IDP), which is derived from experiences and limitations of conventionally fractionated radiotherapy. With IDP, the radiation dose is prescribed based on the predefined level of normal tissue complication probability of a nearby dose-limiting OAR at a prespecified dose-volume constraint. Simultaneously, the prescribed total tumor dose (TTD) is maximized to the technically highest achievable level in order to increase the local tumor control probability (TCP). IDP is especially relevant for tumors located at eloquent locations or for large tumors in which severe toxicity has been described. IDP will result in a lower RT dose or a treatment scheduled with more fractions if the OAR tolerance level is exceeded, and potential dose escalation occurs when the OAR tolerance level allows it and when it is expected to be beneficial (if TCP < 90%). For patients with small tumors at noneloquent sites, the current SABR dose prescription already results in high rates of local control at low toxicity rates. In this review, the concept of IDP is described in the context of SABR., (© The Author 2015. Published by Oxford University Press. All rights reserved. For Permissions, please e-mail: journals.permissions@oup.com.)
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- 2015
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22. Multivariable normal-tissue complication modeling of acute esophageal toxicity in advanced stage non-small cell lung cancer patients treated with intensity-modulated (chemo-)radiotherapy.
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Wijsman R, Dankers F, Troost EG, Hoffmann AL, van der Heijden EH, de Geus-Oei LF, and Bussink J
- Subjects
- Adult, Aged, Carcinoma, Non-Small-Cell Lung pathology, Chemoradiotherapy, Cohort Studies, Female, Humans, Lung Neoplasms pathology, Male, Middle Aged, Models, Statistical, Multivariate Analysis, Radiometry, Radiotherapy Dosage, Radiotherapy, Intensity-Modulated adverse effects, Radiotherapy, Intensity-Modulated methods, Retrospective Studies, Carcinoma, Non-Small-Cell Lung drug therapy, Carcinoma, Non-Small-Cell Lung radiotherapy, Esophageal Diseases etiology, Esophagus radiation effects, Lung Neoplasms drug therapy, Lung Neoplasms radiotherapy, Radiation Injuries etiology
- Abstract
Background and Purpose: The majority of normal-tissue complication probability (NTCP) models for acute esophageal toxicity (AET) in advanced stage non-small cell lung cancer (AS-NSCLC) patients treated with (chemo-)radiotherapy are based on three-dimensional conformal radiotherapy (3D-CRT). Due to distinct dosimetric characteristics of intensity-modulated radiation therapy (IMRT), 3D-CRT based models need revision. We established a multivariable NTCP model for AET in 149 AS-NSCLC patients undergoing IMRT., Materials and Methods: An established model selection procedure was used to develop an NTCP model for Grade ⩾2 AET (53 patients) including clinical and esophageal dose-volume histogram parameters., Results: The NTCP model predicted an increased risk of Grade ⩾2 AET in case of: concurrent chemoradiotherapy (CCR) [adjusted odds ratio (OR) 14.08, 95% confidence interval (CI) 4.70-42.19; p<0.001], increasing mean esophageal dose [Dmean; OR 1.12 per Gy increase, 95% CI 1.06-1.19; p<0.001], female patients (OR 3.33, 95% CI 1.36-8.17; p=0.008), and ⩾cT3 (OR 2.7, 95% CI 1.12-6.50; p=0.026). The AUC was 0.82 and the model showed good calibration., Conclusions: A multivariable NTCP model including CCR, Dmean, clinical tumor stage and gender predicts Grade ⩾2 AET after IMRT for AS-NSCLC. Prior to clinical introduction, the model needs validation in an independent patient cohort., (Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.)
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- 2015
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23. Radiation-induced lung damage - Clinical risk profiles and predictive imaging on their way to risk-adapted individualized treatment planning?
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Ebert N, Baumann M, and Troost EG
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- 2015
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24. The effect of SUV discretization in quantitative FDG-PET Radiomics: the need for standardized methodology in tumor texture analysis.
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Leijenaar RT, Nalbantov G, Carvalho S, van Elmpt WJ, Troost EG, Boellaard R, Aerts HJ, Gillies RJ, and Lambin P
- Subjects
- Biomarkers, Tumor metabolism, Feasibility Studies, Fluorodeoxyglucose F18 chemistry, Fluorodeoxyglucose F18 metabolism, Humans, Image Processing, Computer-Assisted, Lung Neoplasms drug therapy, Lung Neoplasms metabolism, Radiopharmaceuticals therapeutic use, Tomography, X-Ray Computed, Lung Neoplasms radiotherapy, Positron-Emission Tomography, Radiopharmaceuticals metabolism
- Abstract
FDG-PET-derived textural features describing intra-tumor heterogeneity are increasingly investigated as imaging biomarkers. As part of the process of quantifying heterogeneity, image intensities (SUVs) are typically resampled into a reduced number of discrete bins. We focused on the implications of the manner in which this discretization is implemented. Two methods were evaluated: (1) R(D), dividing the SUV range into D equally spaced bins, where the intensity resolution (i.e. bin size) varies per image; and (2) R(B), maintaining a constant intensity resolution B. Clinical feasibility was assessed on 35 lung cancer patients, imaged before and in the second week of radiotherapy. Forty-four textural features were determined for different D and B for both imaging time points. Feature values depended on the intensity resolution and out of both assessed methods, R(B) was shown to allow for a meaningful inter- and intra-patient comparison of feature values. Overall, patients ranked differently according to feature values–which was used as a surrogate for textural feature interpretation–between both discretization methods. Our study shows that the manner of SUV discretization has a crucial effect on the resulting textural features and the interpretation thereof, emphasizing the importance of standardized methodology in tumor texture analysis.
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- 2015
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25. PET-based dose painting in non-small cell lung cancer: Comparing uniform dose escalation with boosting hypoxic and metabolically active sub-volumes.
- Author
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Even AJ, van der Stoep J, Zegers CM, Reymen B, Troost EG, Lambin P, and van Elmpt W
- Subjects
- Aged, Aged, 80 and over, Carcinoma, Non-Small-Cell Lung diagnostic imaging, Carcinoma, Non-Small-Cell Lung pathology, Cell Hypoxia, Female, Humans, Lung Neoplasms diagnostic imaging, Lung Neoplasms pathology, Male, Middle Aged, Radiotherapy Dosage, Radiotherapy Planning, Computer-Assisted methods, Carcinoma, Non-Small-Cell Lung radiotherapy, Lung Neoplasms radiotherapy, Positron-Emission Tomography methods
- Abstract
Background and Purpose: We compared two imaging biomarkers for dose-escalation in patients with advanced non-small cell lung cancer (NSCLC). Treatment plans boosting metabolically active sub-volumes defined by FDG-PET or hypoxic sub-volumes defined by HX4-PET were compared with boosting the entire tumour., Materials and Methods: Ten NSCLC patients underwent FDG- and HX4-PET/CT scans prior to radiotherapy. Three isotoxic dose-escalation plans were compared per patient: plan A, boosting the primary tumour (PTVprim); plan B, boosting sub-volume with FDG >50% SUVmax (PTVFDG); plan C, boosting hypoxic volume with HX4 tumour-to-background >1.4 (PTVHX4)., Results: Average boost volumes were 507 ± 466 cm(3) for PTVprim, 173 ± 127 cm(3) for PTVFDG and 114 ± 73 cm(3) for PTVHX4. The smaller PTVHX4 overlapped on average 87 ± 16% with PTVFDG. Prescribed dose was escalated to 87 ± 10 Gy for PTVprim, 107 ± 20 Gy for PTVFDG, and 117 ± 15 Gy for PTVHX4, with comparable doses to the relevant organs-at-risk (OAR). Treatment plans are available online (https://www.cancerdata.org/10.1016/j.radonc.2015.07.013)., Conclusions: Dose escalation based on metabolic sub-volumes, hypoxic sub-volumes and the entire tumour is feasible. Highest dose was achieved for hypoxia plans, without increasing dose to OAR. For most patients, boosting the metabolic sub-volume also resulted in boosting the hypoxic volume, although to a lower dose, but not vice versa., (Copyright © 2015 The Authors. Published by Elsevier Ireland Ltd.. All rights reserved.)
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- 2015
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26. Validation of functional imaging as a biomarker for radiation treatment response.
- Author
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Jentsch C, Beuthien-Baumann B, Troost EG, and Shakirin G
- Subjects
- Biomarkers, Tumor, Carcinoma, Non-Small-Cell Lung physiopathology, Head and Neck Neoplasms physiopathology, Humans, Lung Neoplasms physiopathology, Magnetic Resonance Imaging, Magnetic Resonance Spectroscopy, Positron-Emission Tomography, Tomography, X-Ray Computed, Carcinoma, Non-Small-Cell Lung diagnosis, Carcinoma, Non-Small-Cell Lung radiotherapy, Diagnostic Imaging, Head and Neck Neoplasms diagnosis, Head and Neck Neoplasms radiotherapy, Lung Neoplasms diagnosis, Lung Neoplasms radiotherapy
- Abstract
Major advances in radiotherapy techniques, increasing knowledge of tumour biology and the ability to translate these advances into new therapeutic approaches are important goals towards more individualized cancer treatment. With the development of non-invasive functional and molecular imaging techniques such as positron emission tomography (PET)-CT scanning and MRI, there is now a need to evaluate potential new biomarkers for tumour response prediction, for treatment individualization is not only based on morphological criteria but also on biological tumour characteristics. The goal of individualization of radiotherapy is to improve treatment outcome and potentially reduce chronic treatment toxicity. This review gives an overview of the molecular and functional imaging modalities of tumour hypoxia and tumour cell metabolism, proliferation and perfusion as predictive biomarkers for radiation treatment response in head and neck tumours and in lung tumours. The current status of knowledge on integration of PET/CT/MRI into treatment management and bioimage-guided adaptive radiotherapy are discussed.
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- 2015
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27. PET in the management of locally advanced and metastatic NSCLC.
- Author
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Grootjans W, de Geus-Oei LF, Troost EG, Visser EP, Oyen WJ, and Bussink J
- Subjects
- Carcinoma, Non-Small-Cell Lung pathology, Carcinoma, Non-Small-Cell Lung secondary, Carcinoma, Non-Small-Cell Lung therapy, Disease Management, Humans, Lung Neoplasms pathology, Lung Neoplasms therapy, Neoplasm Staging, Patient Selection, Patient-Centered Care methods, Radiotherapy Planning, Computer-Assisted methods, Carcinoma, Non-Small-Cell Lung diagnostic imaging, Lung Neoplasms diagnostic imaging, Positron-Emission Tomography methods
- Abstract
Despite considerable improvements in the treatment options for advanced-stage non-small-cell lung cancer (NSCLC), disease-specific survival remains poor. With the aim of improving patient outcome, the treatment paradigm of locally advanced NSCLC has shifted from solely radiotherapy towards combined and intensified treatment approaches. Also, treatment for patients with stage IV (oligo)metastatic NSCLC has evolved rapidly, with therapeutic options that include a number of targeted agents, surgery, and stereotactic ablative radiotherapy. However, personalizing treatment to the individual patient remains difficult and requires monitoring of biological parameters responsible for treatment resistance to facilitate treatment selection, guidance, and adaptation. PET is a well-established molecular imaging platform that enables non-invasive quantification of many biological parameters that are relevant to both local and systemic therapy. With increasing clinical evidence, PET has gradually evolved from a purely diagnostic tool to a multifunctional imaging modality that can be utilized for treatment selection, adaptation, early response monitoring, and follow up in patients with NSCLC. Herein, we provide a comprehensive overview of the available clinical data on the use of this modality in this setting, and discuss future perspectives of PET imaging for the clinical management of patients with locally advanced and metastatic NSCLC.
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- 2015
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28. A teaching intervention in a contouring dummy run improved target volume delineation in locally advanced non-small cell lung cancer: Reducing the interobserver variability in multicentre clinical studies.
- Author
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Schimek-Jasch T, Troost EG, Rücker G, Prokic V, Avlar M, Duncker-Rohr V, Mix M, Doll C, Grosu AL, and Nestle U
- Subjects
- Carcinoma, Non-Small-Cell Lung diagnostic imaging, Clinical Competence, Germany, Humans, Lung Neoplasms diagnostic imaging, Netherlands, Observer Variation, Radionuclide Imaging, Radiotherapy Dosage, Reproducibility of Results, Sensitivity and Specificity, Tumor Burden, Carcinoma, Non-Small-Cell Lung pathology, Carcinoma, Non-Small-Cell Lung radiotherapy, Lung Neoplasms pathology, Lung Neoplasms radiotherapy, Manikins, Radiation Oncology education, Radiotherapy Planning, Computer-Assisted methods
- Abstract
Introduction: Interobserver variability in the definition of target volumes (TVs) is a well-known confounding factor in (multicentre) clinical studies employing radiotherapy. Therefore, detailed contouring guidelines are provided in the prospective randomised multicentre PET-Plan (NCT00697333) clinical trial protocol. This trial compares strictly FDG-PET-based TV delineation with conventional TV delineation in patients with locally advanced non-small cell lung cancer (NSCLC). Despite detailed contouring guidelines, their interpretation by different radiation oncologists can vary considerably, leading to undesirable discrepancies in TV delineation. Considering this, as part of the PET-Plan study quality assurance (QA), a contouring dummy run (DR) consisting of two phases was performed to analyse the interobserver variability before and after teaching., Materials and Methods: In the first phase of the DR (DR1), radiation oncologists from 14 study centres were asked to delineate TVs as defined by the study protocol (gross TV, GTV; and two clinical TVs, CTV-A and CTV-B) in a test patient. A teaching session was held at a study group meeting, including a discussion of the results focussing on discordances in comparison to the per-protocol solution. Subsequently, the second phase of the DR (DR2) was performed in order to evaluate the impact of teaching., Results: Teaching after DR1 resulted in a reduction of absolute TVs in DR2, as well as in better concordance of TVs. The Overall Kappa(κ) indices increased from 0.63 to 0.71 (GTV), 0.60 to 0.65 (CTV-A) and from 0.59 to 0.63 (CTV-B), demonstrating improvements in overall interobserver agreement., Conclusion: Contouring DRs and study group meetings as part of QA in multicentre clinical trials help to identify misinterpretations of per-protocol TV delineation. Teaching the correct interpretation of protocol contouring guidelines leads to a reduction in interobserver variability and to more consistent contouring, which should consequently improve the validity of the overall study results.
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- 2015
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29. Radiotherapy combined with the immunocytokine L19-IL2 provides long-lasting antitumor effects.
- Author
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Zegers CM, Rekers NH, Quaden DH, Lieuwes NG, Yaromina A, Germeraad WT, Wieten L, Biessen EA, Boon L, Neri D, Troost EG, Dubois LJ, and Lambin P
- Subjects
- Animals, Antineoplastic Agents administration & dosage, Cell Line, Tumor, Combined Modality Therapy, Disease Models, Animal, Fibronectins metabolism, Humans, Lymphocyte Depletion, Mice, Neoplasms drug therapy, Neoplasms immunology, Neoplasms metabolism, Neoplasms mortality, Neoplasms radiotherapy, Radiotherapy Dosage, Recombinant Fusion Proteins administration & dosage, T-Lymphocytes, Cytotoxic immunology, T-Lymphocytes, Cytotoxic metabolism, Tumor Burden drug effects, Tumor Burden radiation effects, Xenograft Model Antitumor Assays, Antineoplastic Agents pharmacology, Neoplasms pathology, Recombinant Fusion Proteins pharmacology
- Abstract
Purpose: Radiotherapy modifies the tumor microenvironment and causes the release of tumor antigens, which can enhance the effect of immunotherapy. L19 targets the extra domain B (ED-B) of fibronectin, a marker for tumor neoangiogenesis, and can be used as immunocytokine when coupled to IL2. We hypothesize that radiotherapy in combination with L19-IL2 provides an enhanced antitumor effect, which is dependent on ED-B expression., Experimental Design: Mice were injected with syngeneic C51 colon carcinoma, Lewis lung carcinoma (LLC), or 4T1 mammary carcinoma cells. Tumor growth delay, underlying immunologic parameters, and treatment toxicity were evaluated after single-dose local tumor irradiation and systemic administration of L19-IL2 or equimolar controls., Results: ED-B expression was high, intermediate, and low for C51, LLC, and 4T1, respectively. The combination therapy showed (i) a long-lasting synergistic effect for the C51 model with 75% of tumors being cured, (ii) an additive effect for the LLC model, and (iii) no effect for the 4T1 model. The combination treatment resulted in a significantly increased cytotoxic (CD8(+)) T-cell population for both C51 and LLC. Depletion of CD8(+) T cells abolished the benefit of the combination therapy., Conclusions: These data provide the first evidence for an increased therapeutic potential by combining radiotherapy with L19-IL2 in ED-B-positive tumors. This new opportunity in cancer treatment will be investigated in a phase I clinical study for patients with an oligometastatic solid tumor (NCT02086721). An animation summarizing our results is available at https://www.youtube.com/watch?v=xHbwQuCTkRc., (©2014 American Association for Cancer Research.)
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- 2015
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30. In response to "histopathologic validation of 3'-deoxy-3'-(18)F-fluorothymidine PET for detecting tumour repopulation during fractionated radiotherapy in human FaDu squamous cell carcinoma in nude mice".
- Author
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Troost EG, Hoeben BA, Laverman P, Bussink J, and Oyen WJ
- Subjects
- Animals, Female, Humans, Radionuclide Imaging, Carcinoma, Squamous Cell diagnostic imaging, Carcinoma, Squamous Cell radiotherapy, Dideoxynucleosides, Head and Neck Neoplasms diagnostic imaging, Head and Neck Neoplasms radiotherapy, Hypopharyngeal Neoplasms diagnostic imaging, Hypopharyngeal Neoplasms radiotherapy, Radiopharmaceuticals
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- 2015
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31. Is integrated transit planar portal dosimetry able to detect geometric changes in lung cancer patients treated with volumetric modulated arc therapy?
- Author
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Persoon LC, Podesta M, Hoffmann L, Sanizadeh A, Schyns LE, de Ruiter BM, Nijsten SM, Muren LP, Troost EG, and Verhaegen F
- Subjects
- Aged, Carcinoma, Non-Small-Cell Lung diagnostic imaging, Carcinoma, Non-Small-Cell Lung radiotherapy, Cone-Beam Computed Tomography, Female, Humans, Imaging, Three-Dimensional, Lung Neoplasms diagnostic imaging, Male, Pleural Effusion, Malignant diagnostic imaging, Pulmonary Atelectasis diagnostic imaging, Radiotherapy, Image-Guided, Retrospective Studies, Small Cell Lung Carcinoma diagnostic imaging, Small Cell Lung Carcinoma radiotherapy, Lung Neoplasms radiotherapy, Radiometry methods, Radiotherapy, Intensity-Modulated methods
- Abstract
Background: Geometric changes are frequent during the course of treatment of lung cancer patients. This may potentially result in deviations between the planned and actual delivered dose. Electronic portal imaging device (EPID)-based integrated transit planar portal dosimetry (ITPD) is a fast method for absolute in-treatment dose verification. The aim of this study was to investigate if ITPD could detect geometric changes in lung cancer patients., Materials and Methods: A total of 460 patients treated with volumetric modulated arc therapy (VMAT) following daily cone beam computed tomography (CT)-based setup were visually inspected for geometrical changes on a daily basis. Forty-six patients were subject to changes and had a re-CT and an adaptive treatment plan. The reasons for adaptation were: change in atelectasis (n = 18), tumor regression (n = 9), change in pleural effusion (n = 8) or other causes (n = 11). The ITPDs were calculated on both the initial planning CT and the re-CT and compared with a global gamma (γ) evaluation (criteria: 3%\3mm). A treatment fraction failed when the percentage of pixels failing in the radiation fields exceeded 10%. Dose-volume histograms (DVHs) were compared between the initial plan versus the plan re-calculated on the re-CT., Results: The ITPD threshold method detected 76% of the changes in atelectasis, while only 50% of the tumor regression cases and 42% of the pleural effusion cases were detected. Only 10% of the cases adapted for other reasons were detected with ITPD. The method has a 17% false-positive rate. No significant correlations were found between changes in DVH metrics and γ fail-rates., Conclusions: This study showed that most cases with geometric changes caused by atelectasis could be captured by ITPD, however for other causes ITPD is not sensitive enough to detect the clinically relevant changes and no predictive power of ITPD was found.
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- 2015
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32. Imaging of tumour hypoxia and metabolism in patients with head and neck squamous cell carcinoma.
- Author
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Zegers CM, van Elmpt W, Hoebers FJ, Troost EG, Öllers MC, Mottaghy FM, and Lambin P
- Subjects
- Aged, Female, Humans, Image Interpretation, Computer-Assisted, Male, Middle Aged, Squamous Cell Carcinoma of Head and Neck, Carcinoma, Squamous Cell diagnostic imaging, Fluorodeoxyglucose F18 pharmacokinetics, Head and Neck Neoplasms diagnostic imaging, Hypoxia diagnostic imaging, Imidazoles pharmacokinetics, Positron-Emission Tomography methods, Radiopharmaceuticals pharmacokinetics, Triazoles pharmacokinetics
- Abstract
Background: Tumour hypoxia and a high tumour metabolism increase radioresistance in patients with head and neck squamous cell carcinoma (HNSCC). The aim of this study was to evaluate the correlation between hypoxia ([(18)F]HX4 PET) and glucose metabolism ([(18)F]FDG PET) molecular imaging., Material and Methods: [(18)F]HX4 and [(18)F]FDG PET/CT images of 20 HNSCC patients were acquired prior to (chemo)radiotherapy, in an immobilisation mask, with a median time interval of seven days (NCT01347281). Gross tumour volumes of the primary lesions (GTVprim) and pathological lymph nodes (GTVln) were included in the analysis. [(18)F]FDG PET/CT images were rigidly registered to the [(18)F]HX4 PET/CT images. The maximum and mean standardised uptake values (SUVmax, SUVmean) within both GTVs were determined. In addition, the overlap was compared between the [(18)F]HX4 high volume ([(18)F]HX4 HV) with a tumour-to-muscle ratio > 1.4 and the [(18)F]FDG high volume ([(18)F]FDG HV) with an SUV > 50% of the SUVmax. We report the mean ± standard deviation., Results: PET/CT scans including 20 GTVprim and 12 GTVln were analysed. There was a significant correlation between several [(18)F]FDG and [(18)F]HX4 parameters, the most pronounced being the correlation between [(18)F]FDG HV and [(18)F]HX4 HV (R = 0.93, p < 0.001). The fraction of the GTVprim with a high HX4 uptake (9 ± 10%) was on average smaller than the FDG high fraction (51 ± 26%; p < 0.001). In 65% (13/20) of the patients, the GTVprim was hypoxic. In four of these patients the [(18)F]HX4 HV was located within the [(18)F]FDG HV, whereas for the remaining nine GTVprim a partial mismatch was observed. In these nine tumours 25 ± 21% (range 5-64%) of the HX4 HV was located outside the FDG HV., Conclusions: There is a correlation between [(18)F]HX4 and [(18)F]FDG uptake parameters on a global tumour level. In the majority of lesions a partial mismatch between the [(18)F]HX4 and [(18)F]FDG high uptake volumes was observed, therefore [(18)F]FDG PET imaging cannot be used as a surrogate for hypoxia. [(18)F]HX4 PET provides complementary information to [(18)F]FDG PET imaging.
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- 2015
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33. Weekly kilovoltage cone-beam computed tomography for detection of dose discrepancies during (chemo)radiotherapy for head and neck cancer.
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Hermans BC, Persoon LC, Podesta M, Hoebers FJ, Verhaegen F, and Troost EG
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- Aged, Aged, 80 and over, Carcinoma, Squamous Cell diagnostic imaging, Carcinoma, Squamous Cell radiotherapy, Chemoradiotherapy, Female, Head and Neck Neoplasms diagnostic imaging, Humans, Male, Middle Aged, Radiotherapy Planning, Computer-Assisted, Retrospective Studies, Weight Loss, Cone-Beam Computed Tomography, Head and Neck Neoplasms radiotherapy, Radiotherapy Dosage
- Abstract
Background: Use of highly conformal radiotherapy in patients with head and neck carcinoma may lead to under-/overdosage of gross target volume (GTV) and organs at risk (OAR) due to changes in patients' anatomy. A method to achieve more effective radiation treatment combined with less toxicity is dose-guided radiotherapy (DGRT). The aim of this study was to evaluate discrepancies between planned and actually delivered radiation dose in head and neck patients and to identify predictive factors., Methods: In this retrospective analysis, 20 patients with cT2-4 N0-3 M0 carcinoma originating from oropharynx, oral cavity, larynx and hypopharynx (Cohort 1), and seven patients with cT1-4 N0-3 M0 nasopharyngeal carcinoma (Cohort 2) treated with primary (chemo)radiotherapy and undergoing weekly kV-CBCT scans were included. Radiation dose was recalculated on 184 kV-CBCT images, which was quantified by D95% (GTV), Dmean (parotid and submandibular glands) and D2% (spinal cord). Predictive factors investigated for changes in these dose metrics were: gender, age, cT/N-stage, tumor grade, HPV-status, systemic therapy, body mass index at start of treatment, weight loss and volume change over the duration of the radiotherapy., Results: There was no significant difference between the planned and delivered dose for GTV and OARs of Week 1 to subsequent weeks for Cohort 1. In Cohort 2, actually delivered Dmean to parotid glands was significant higher than planned dose (1.1 Gy, p = 0.002). No clinically relevant correlations between dose changes and predictive factors were found., Conclusion: Weekly dose calculations do not seem to improve dose delivery for patients with tumors of the oral cavity, oropharynx, larynx and hypopharynx. In patients with nasopharyngeal carcinoma, however, mid-treatment imaging may facilitate DGRT.
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- 2015
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34. Comparison of [18F]-FMISO, [18F]-FAZA and [18F]-HX4 for PET imaging of hypoxia--a simulation study.
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Wack LJ, Mönnich D, van Elmpt W, Zegers CM, Troost EG, Zips D, and Thorwarth D
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- Humans, Hypoxia diagnostic imaging, Misonidazole pharmacokinetics, Imidazoles pharmacokinetics, Misonidazole analogs & derivatives, Models, Theoretical, Nitroimidazoles pharmacokinetics, Positron-Emission Tomography methods, Radiopharmaceuticals pharmacokinetics, Triazoles pharmacokinetics
- Abstract
Background: To investigate the effect of hypoxia tracer properties on positron emission tomography (PET) image quality for three tracers [18F]-fluoromisonidazole (FMISO), [18F]-fluoroazomycinarabinoside (FAZA) and [18F]-flortanidazole (HX4), using mathematical simulations based on microscopic tumor tissue sections., Material and Methods: Oxygen distribution and tracer binding was mathematically simulated on immunohistochemically stained cross-sections of tumor xenografts. Tracer diffusion properties were determined based on available literature. Blood activity and clearance over a four-hour period post-injection (p.i.) were derived from clinical dynamic PET scans of patients suffering from head and neck or bronchial cancer. Simulations were performed both for average patient blood activities and for individual patients, and image contrast between normoxic and hypoxic tissue areas was determined over this four-hour period p.i., Results: On average, HX4 showed a six-fold higher clearance than FMISO and an almost three-fold higher clearance than FAZA based on the clinical PET data. The absolute variation in clearance was significantly higher for HX4 than for FMISO (standard deviations of 5.75 *10-5 s-1 vs. 1.55 *10-5 s-1). The absolute tracer activity in these scans at four hours p.i. was highest for FMISO and lowest for HX4. Simulated contrast at four hours p.i. was highest for HX4 (2.39), while FMISO and FAZA were comparable (1.67 and 1.75, respectively). Variations in contrast of 7-11% were observed for each tracer depending on the vascularization patterns of the chosen tissue. Higher variations in clearance for HX4 resulted in an increased inter-patient variance in simulated contrast at four hours p.i., Conclusions: In line with recent experimental and clinical data, the results suggest that HX4 is a promising new tracer that provides high image contrast four hours p.i., though inter-patient variance can be very high. Nevertheless, the widely used tracer FMISO provides a robust and reproducible signal four hours p.i., but with a lower contrast. The simulations revealed tracer clearance to be the key factor in determining image contrast.
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- 2015
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35. In vivo quantification of hypoxic and metabolic status of NSCLC tumors using [18F]HX4 and [18F]FDG-PET/CT imaging.
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Zegers CM, van Elmpt W, Reymen B, Even AJ, Troost EG, Ollers MC, Hoebers FJ, Houben RM, Eriksson J, Windhorst AD, Mottaghy FM, De Ruysscher D, and Lambin P
- Subjects
- Adult, Aged, Aged, 80 and over, Female, Fluorodeoxyglucose F18, Humans, Image Interpretation, Computer-Assisted, Image Processing, Computer-Assisted, Imidazoles, Lymphatic Metastasis, Male, Middle Aged, Neoplasm Staging, Radiopharmaceuticals, Triazoles, Carcinoma, Non-Small-Cell Lung diagnosis, Carcinoma, Non-Small-Cell Lung metabolism, Hypoxia metabolism, Lung Neoplasms diagnosis, Lung Neoplasms metabolism, Positron-Emission Tomography, Tomography, X-Ray Computed
- Abstract
Purpose: Increased tumor metabolism and hypoxia are related to poor prognosis in solid tumors, including non-small cell lung cancer (NSCLC). PET imaging is a noninvasive technique that is frequently used to visualize and quantify tumor metabolism and hypoxia. The aim of this study was to perform an extensive comparison of tumor metabolism using 2[(18)F]fluoro-2-deoxy-d-glucose (FDG)-PET and hypoxia using HX4-PET imaging., Experimental Design: FDG- and HX4-PET/CT images of 25 patients with NSCLC were coregistered. At a global tumor level, HX4 and FDG parameters were extracted from the gross tumor volume (GTV). The HX4 high-fraction (HX4-HF) and HX4 high-volume (HX4-HV) were defined using a tumor-to-blood ratio > 1.4. For FDG high-fraction (FDG-HF) and FDG high-volume (FDG-HV), a standardized uptake value (SUV) > 50% of SUVmax was used. We evaluated the spatial correlation between HX4 and FDG uptake within the tumor, to quantify the (mis)match between volumes with a high FDG and high HX4 uptake., Results: At a tumor level, significant correlations were observed between FDG and HX4 parameters. For the primary GTV, the HX4-HF was three times smaller compared with the FDG-HF. In 53% of the primary lesions, less than 1 cm(3) of the HX4-HV was outside the FDG-HV; for 37%, this volume was 1.9 to 12 cm(3). Remarkably, a distinct uptake pattern was observed in 11%, with large hypoxic volumes localized outside the FDG-HV., Conclusion: Hypoxic tumor volumes are smaller than metabolic active volumes. Approximately half of the lesions showed a good spatial correlation between the PET tracers. In the other cases, a (partial) mismatch was observed. The addition of HX4-PET imaging has the potential to individualize patient treatment., Competing Interests: No actual or potential conflicts of interest exist., (©2014 American Association for Cancer Research.)
- Published
- 2014
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36. A qualitative synthesis of the evidence behind elective lymph node irradiation in oesophageal cancer.
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Van De Voorde L, Larue RT, Pijls M, Buijsen J, Troost EG, Berbée M, Sosef M, van Elmpt W, Schraepen MC, Vanneste B, Oellers M, and Lambin P
- Subjects
- Carcinoma, Squamous Cell pathology, Carcinoma, Squamous Cell radiotherapy, Esophageal Neoplasms pathology, Esophageal Squamous Cell Carcinoma, Humans, Lymph Nodes pathology, Lymphatic Metastasis, Neoplasm Recurrence, Local pathology, Neoplasm Recurrence, Local radiotherapy, Esophageal Neoplasms radiotherapy, Lymph Nodes radiation effects
- Abstract
Background and Purpose: Oesophageal cancer is the sixth leading cause of cancer death worldwide and radiotherapy plays a prominent role in its treatment. The presence of lymph node (LN) metastasis has been demonstrated to be one of the most significant prognostic factors related to oesophageal cancer. The use of elective lymph node irradiation (ENI) is still a topic of persistent controversy. The conservative school is to irradiate positive lymph nodes only; the other school is to prophylactically irradiate the regional lymph node area according to different tumour sites. This review investigated the justification for including ENI in the treatment of patients with oesophageal cancer., Material and Methods: We performed a systematic literature search to find surgical data about lymph node distribution depending on different tumour subgroups: early, cervical, thoracic and gastroesophageal junction cancer. Furthermore, we performed a qualitative assessment of recurrence patterns in patients treated with or without ENI to derive estimates of the potential area at risk for lymph node harvest., Results: We identified and reviewed 49 studies: 10 in early, 8 in cervical, 10 in thoracic and the remaining 21 in gastroesophageal junction cancer. In general, these studies were conclusive in incidence and location of pathologic lymph nodes for different subgroups. Data for lymph node recurrence patterns are scarce and contributed little to our review., Conclusions: This review resulted in five recommendations for radiation oncologists in daily practice. We used the available evidence about metastatic lymph node distribution to develop a careful reasonable radiation protocol for the corresponding tumour subgroups., (Copyright © 2014 The Authors. Published by Elsevier Ireland Ltd.. All rights reserved.)
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- 2014
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37. Particle therapy for non-small cell lung tumors: where do we stand? A systematic review of the literature.
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Wink KC, Roelofs E, Solberg T, Lin L, Simone CB 2nd, Jakobi A, Richter C, Lambin P, and Troost EG
- Abstract
This review article provides a systematic overview of the currently available evidence on the clinical effectiveness of particle therapy for the treatment of non-small cell lung cancer and summarizes findings of in silico comparative planning studies. Furthermore, technical issues and dosimetric uncertainties with respect to thoracic particle therapy are discussed.
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- 2014
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38. Stereotactic ablative body radiotherapy combined with immunotherapy: present status and future perspectives.
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Rekers NH, Troost EG, Zegers CM, Germeraad WT, Dubois LJ, and Lambin P
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- Animals, Antibodies, Monoclonal pharmacology, Antibodies, Monoclonal therapeutic use, Bystander Effect, CTLA-4 Antigen antagonists & inhibitors, Cell Death immunology, Cell Death radiation effects, Combined Modality Therapy, Dose Fractionation, Radiation, Forecasting, Humans, Ipilimumab, Mice, Molecular Targeted Therapy, Neoplasm Proteins antagonists & inhibitors, Neoplasms immunology, Neoplasms therapy, Neoplasms, Experimental surgery, Neoplasms, Experimental therapy, Programmed Cell Death 1 Receptor antagonists & inhibitors, Randomized Controlled Trials as Topic, T-Lymphocyte Subsets drug effects, T-Lymphocyte Subsets immunology, Tumor Escape immunology, Tumor Escape radiation effects, Tumor Necrosis Factor Receptor Superfamily, Member 9 antagonists & inhibitors, Immunologic Surveillance radiation effects, Immunotherapy, Neoplasms surgery, Radiosurgery
- Abstract
Radiotherapy is along with surgery and chemotherapy one of the prime treatment modalities in cancer. It is applied in the primary, neoadjuvant as well as the adjuvant setting. Radiation techniques have rapidly evolved during the past decade enabling the delivery of high radiation doses, reducing side-effects in tumour-adjacent normal tissues. While increasing local tumour control, current and future efforts ought to deal with microscopic disease at a distance of the primary tumour, ultimately responsible for disease-progression. This review explores the possibility of bimodal treatment combining radiotherapy with immunotherapy., (Copyright © 2014 Société française de radiothérapie oncologique (SFRO). Published by Elsevier SAS. All rights reserved.)
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- 2014
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39. Patient selection for whole brain radiotherapy (WBRT) in a large lung cancer cohort: Impact of a new Dutch guideline on brain metastases.
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Hendriks LE, Troost EG, Steward A, Bootsma GP, De Jaeger K, van den Borne BE, and Dingemans AM
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- Adult, Aged, Aged, 80 and over, Brain Neoplasms mortality, Brain Neoplasms secondary, Carcinoma, Non-Small-Cell Lung mortality, Cranial Irradiation, Female, Guidelines as Topic, Humans, Karnofsky Performance Status, Lung Neoplasms mortality, Male, Middle Aged, Netherlands, Retrospective Studies, Small Cell Lung Carcinoma mortality, Survival Analysis, Brain Neoplasms pathology, Brain Neoplasms radiotherapy, Carcinoma, Non-Small-Cell Lung pathology, Lung Neoplasms pathology, Patient Selection, Small Cell Lung Carcinoma pathology
- Abstract
Background: Median survival after diagnosis of brain metastases is, depending on the Recursive Partitioning Analysis (RPA) classes, 7.1 (class I) to 2.3 months (class III). In 2011 the Dutch guideline on brain metastases was revised, advising to withhold whole brain radiotherapy (WBRT) in RPA class III. In this large retrospective study, we evaluated the guideline's use in daily practice., Material and Methods: Data of 428 lung cancer patients undergoing WBRT for brain metastases (2004-2012) referred from three Dutch hospitals were retrospectively analyzed. Details on Karnofsky performance score (KPS), age, control of primary tumor, extracranial metastases, histology, and survival after diagnosis of brain metastases were collected. RPA class was determined using the first four items., Results: In total 327 patients had non-small cell lung cancer (NSCLC) and 101 small cell lung cancer (SCLC). For NSCLC, 6.1%, 71.9%, and 16.2% were classified as RPA I, II, and III, respectively, and 5.8% could not be classified. For SCLC this was 8.9%, 66.3%, 14.9%, and 9.9%, respectively. Before the revised guideline was implemented, 11.3-21.3% of WBRT patients were annually classified as RPA III. In the year thereafter, this was 13.0% (p = 0.646). Median survival (95% CI) for NSCLC RPA class I, II, and III was 11.4 (9.9-12.9), 4.0 (3.4-4.7), and 1.7 (1.3-2.0) months, respectively. For SCLC this was 7.9 (4.1-11.7), 4.7 (3.3-6.1), and 1.7 (1.5-1.8) months., Conclusions: Although it is advised to withhold WBRT in RPA class III patients, in daily practice 11.3-21.3% of WBRT-treated patients were classified as RPA III. The new guideline did not result in a decrease. Reasons for referral of RPA III patients despite a low KPS were not found. Despite WBRT, survival of RPA III patients remains poor and this poor outcome should be stressed in practice guidelines. Therefore, better awareness amongst physicians would prevent some patients from being treated unnecessarily.
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- 2014
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40. Semiautomatic methods for segmentation of the proliferative tumour volume on sequential FLT PET/CT images in head and neck carcinomas and their relation to clinical outcome.
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Arens AI, Troost EG, Hoeben BA, Grootjans W, Lee JA, Grégoire V, Hatt M, Visvikis D, Bussink J, Oyen WJ, Kaanders JH, and Visser EP
- Subjects
- Adult, Aged, Carcinoma, Squamous Cell pathology, Dideoxynucleosides, Female, Head and Neck Neoplasms pathology, Humans, Male, Middle Aged, Multimodal Imaging, Prognosis, Radiopharmaceuticals, Carcinoma, Squamous Cell diagnostic imaging, Head and Neck Neoplasms diagnostic imaging, Image Processing, Computer-Assisted methods, Positron-Emission Tomography, Tomography, X-Ray Computed, Tumor Burden
- Abstract
Purpose: Radiotherapy of head and neck cancer induces changes in tumour cell proliferation during treatment, which can be depicted by the PET tracer (18)F-fluorothymidine (FLT). In this study, three advanced semiautomatic PET segmentation methods for delineation of the proliferative tumour volume (PV) before and during (chemo)radiotherapy were compared and related to clinical outcome., Methods: The study group comprised 46 patients with 48 squamous cell carcinomas of the head and neck, treated with accelerated (chemo)radiotherapy, who underwent FLT PET/CT prior to treatment and in the 2nd and 4th week of therapy. Primary gross tumour volumes were visually delineated on CT images (GTV CT). PVs were visually determined on all PET scans (PV VIS). The following semiautomatic segmentation methods were applied to sequential PET scans: background-subtracted relative-threshold level (PV RTL), a gradient-based method using the watershed transform algorithm and hierarchical clustering analysis (PV W&C), and a fuzzy locally adaptive Bayesian algorithm (PV FLAB)., Results: Pretreatment PV VIS correlated best with PV FLAB and GTV CT. Correlations with PV RTL and PV W&C were weaker although statistically significant. During treatment, the PV VIS, PV W&C and PV FLAB significant decreased over time with the steepest decline over time for PV FLAB. Among these advanced segmentation methods, PV FLAB was the most robust in segmenting volumes in the third scan (67 % of tumours as compared to 40 % for PV W&C and 27 % for PV RTL). A decrease in PV FLAB above the median between the pretreatment scan and the scan obtained in the 4th week was associated with better disease-free survival (4 years 90 % versus 53 %)., Conclusion: In patients with head and neck cancer, FLAB proved to be the best performing method for segmentation of the PV on repeat FLT PET/CT scans during (chemo)radiotherapy. This may potentially facilitate radiation dose adaptation to changing PV.
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- 2014
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41. Epigenetics in radiotherapy: where are we heading?
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Smits KM, Melotte V, Niessen HE, Dubois L, Oberije C, Troost EG, Starmans MH, Boutros PC, Vooijs M, van Engeland M, and Lambin P
- Subjects
- Antineoplastic Agents therapeutic use, Biomarkers, Tumor genetics, DNA Modification Methylases therapeutic use, Histone Deacetylase Inhibitors therapeutic use, Humans, Neoplasms drug therapy, Neoplasms genetics, Radiation-Sensitizing Agents therapeutic use, DNA Methylation drug effects, Epigenesis, Genetic drug effects, Epigenesis, Genetic radiation effects, Neoplasms radiotherapy
- Abstract
Radiotherapy is an important component of anti-cancer treatment. However, not all cancer patients respond to radiotherapy, and with current knowledge clinicians are unable to predict which patients are at high risk of recurrence after radiotherapy. There is therefore an urgent need for biomarkers to guide clinical decision-making. Although the importance of epigenetic alterations is widely accepted, their application as biomarkers in radiotherapy has not been studied extensively. In addition, it has been suggested that radiotherapy itself introduces epigenetic alterations. As epigenetic alterations can potentially be reversed by drug treatment, they are interesting candidate targets for anticancer therapy or radiotherapy sensitizers. The application of demethylating drugs or histone deacetylase inhibitors to sensitize patients for radiotherapy has been studied in vitro, in vivo as well as in clinical trials with promising results. This review describes the current knowledge on epigenetics in radiotherapy., (Copyright © 2014 Elsevier Ireland Ltd. All rights reserved.)
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- 2014
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42. 18F-FLT PET changes during radiotherapy combined with cetuximab in head and neck squamous cell carcinoma patients.
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Hoeben BA, Troost EG, Bussink J, van Herpen CM, Oyen WJ, and Kaanders JH
- Subjects
- Aged, Antineoplastic Agents therapeutic use, Cetuximab, Chemoradiotherapy methods, Female, Humans, Male, Middle Aged, Radiopharmaceuticals, Reproducibility of Results, Sensitivity and Specificity, Squamous Cell Carcinoma of Head and Neck, Treatment Outcome, Antibodies, Monoclonal, Humanized therapeutic use, Carcinoma, Squamous Cell diagnostic imaging, Carcinoma, Squamous Cell therapy, Dideoxynucleosides, Head and Neck Neoplasms diagnostic imaging, Head and Neck Neoplasms therapy, Positron-Emission Tomography methods, Radiotherapy, Conformal methods
- Abstract
Aim: Early treatment response of head and neck cancer to radiotherapy concomitant with cetuximab was monitored by repetitive PET imaging with the proliferation tracer 18F-FLT., Patients, Methods: Five head and neck cancer patients, treated with radiotherapy and concomitant cetuximab following cetuximab induction, received four 18F-FLT PET-CT scans before and during treatment. Changes in SUVpeak, SUVmean and CT- and PET-segmented gross tumour volumes were evaluated, as were correlations with immunohistochemical staining for Epidermal Growth Factor Receptor (EGFR) and Ki-67 (proliferation marker) in pre-treatment tumour biopsies., Results: 18F-FLT PET measured tumor responses to the induction dose of cetuximab varied from 43% SUVpeak decrease to 47% increase. After start of radiotherapy 18F-FLT PET parameters decreased significantly in all patients. No associations were found between PET parameters and EGFR or Ki-67 expression levels., Conclusion: Proliferation of head and neck carcinomas shows a varying response to cetuximab induction, but consistently decreases after addition of radiotherapy.
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- 2014
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43. Rapid decline of follicular lymphoma-associated chylothorax after low dose radiotherapy to retroperitoneal lymphoma localization.
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Van De Voorde L, Vanneste B, Borger J, Troost EG, and Werner P
- Abstract
Chylothorax is caused by disruption or obstruction of the thoracic duct or its tributaries that results in the leakage of chyle into the pleural space. A number of interventions have been used to treat chylothorax including the treatment of the underlying disease. Lymphoma is found in 70% of cases with nontraumatic malignant aetiology. Although patients usually have advanced lymphoma, supradiaphragmatic disease is not always present. We discuss the case of a 63-year-old woman presenting with progressive respiratory symptoms due to chylothorax. She was diagnosed with a stage IIE retroperitoneal grade 1 follicular lymphoma extending from the coeliac trunk towards the pelvic inlet. Despite thoracocentesis and medium-chain triglycerides (MCT), diet chylothorax reoccurred. After low dose radiotherapy (2 × 2 Gy) to the abdominal lymphoma there was a marked decrease in lymphadenopathy at the coeliac trunk and a complete regression of the pleural fluid. In this case, radiotherapy was shown to be an effective nontoxic treatment option for lymphoma-associated chylothorax with long-term remission of pleural effusion.
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- 2014
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44. 'Rapid Learning health care in oncology' - an approach towards decision support systems enabling customised radiotherapy'.
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Lambin P, Roelofs E, Reymen B, Velazquez ER, Buijsen J, Zegers CM, Carvalho S, Leijenaar RT, Nalbantov G, Oberije C, Scott Marshall M, Hoebers F, Troost EG, van Stiphout RG, van Elmpt W, van der Weijden T, Boersma L, Valentini V, and Dekker A
- Subjects
- Evidence-Based Medicine, Humans, Learning, Decision Support Systems, Clinical, Neoplasms radiotherapy, Precision Medicine
- Abstract
Purpose: An overview of the Rapid Learning methodology, its results, and the potential impact on radiotherapy., Material and Results: Rapid Learning methodology is divided into four phases. In the data phase, diverse data are collected about past patients, treatments used, and outcomes. Innovative information technologies that support semantic interoperability enable distributed learning and data sharing without additional burden on health care professionals and without the need for data to leave the hospital. In the knowledge phase, prediction models are developed for new data and treatment outcomes by applying machine learning methods to data. In the application phase, this knowledge is applied in clinical practice via novel decision support systems or via extensions of existing models such as Tumour Control Probability models. In the evaluation phase, the predictability of treatment outcomes allows the new knowledge to be evaluated by comparing predicted and actual outcomes., Conclusion: Personalised or tailored cancer therapy ensures not only that patients receive an optimal treatment, but also that the right resources are being used for the right patients. Rapid Learning approaches combined with evidence based medicine are expected to improve the predictability of outcome and radiotherapy is the ideal field to study the value of Rapid Learning. The next step will be to include patient preferences in the decision making., (Copyright © 2013 The Authors. Published by Elsevier Ireland Ltd.. All rights reserved.)
- Published
- 2013
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45. Hypoxia imaging with [¹⁸F]HX4 PET in NSCLC patients: defining optimal imaging parameters.
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Zegers CM, van Elmpt W, Wierts R, Reymen B, Sharifi H, Öllers MC, Hoebers F, Troost EG, Wanders R, van Baardwijk A, Brans B, Eriksson J, Windhorst B, Mottaghy FM, De Ruysscher D, and Lambin P
- Subjects
- Adult, Aged, Carcinoma, Non-Small-Cell Lung pathology, Cell Hypoxia, Female, Humans, Lung Neoplasms pathology, Male, Middle Aged, Carcinoma, Non-Small-Cell Lung diagnostic imaging, Fluorine Radioisotopes, Imidazoles, Lung Neoplasms diagnostic imaging, Positron-Emission Tomography methods, Radiopharmaceuticals, Triazoles
- Abstract
Background and Purpose: [(18)F]HX4 is a promising hypoxia PET-tracer. Uptake, spatio-temporal stability and optimal acquisition parameters for [(18)F]HX4 PET imaging were evaluated in non-small cell lung cancer (NSCLC) patients., Materials and Methods: [(18)F]HX4 PET/CT images of 15 NSCLC patients were acquired 2h and 4h after injection (p.i.). Maximum standardized-uptake-value (SUV(max)), tumor-to-blood-ratio (TBR(max)), hypoxic fraction (HF) and contrast-to-noise-ratio (CNR) were determined for all lesions. To evaluate spatio-temporal stability, DICE-similarity and Pearson correlation coefficients were calculated. Optimal acquisition-duration was assessed by comparing 30, 20, 10 and 5 min acquisitions., Results: Considerable uptake (TBR >1.4) was observed in 18/25 target lesions. TBR(max) increased significantly from 2 h (1.6 ± 0.3) to 4 h p.i. (2.0 ± 0.6). Uptake patterns at 2 h and 4 h p.i. showed a strong correlation (R=0.77 ± 0.10) with a DICE similarity coefficient of 0.69 ± 0.08 for the 30% highest uptake volume. Reducing acquisition-time resulted in significant changes in SUV(max) and CNR. TBR(max) and HF were only affected for scan-times of 5 min., Conclusions: The majority of NSCLC lesions showed considerable [(18)F]HX4 uptake. The heterogeneous uptake pattern was stable between 2 h and 4 h p.i. [(18)F]HX4 PET imaging at 4 h p.i. is superior to 2 h p.i. to reach highest contrast. Acquisition time may be reduced to 10 min without significant effects on TBR(max) and HF., (Copyright © 2013 The Authors. Published by Elsevier Ireland Ltd.. All rights reserved.)
- Published
- 2013
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46. Molecular PET imaging for biology-guided adaptive radiotherapy of head and neck cancer.
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Hoeben BA, Bussink J, Troost EG, Oyen WJ, and Kaanders JH
- Subjects
- Animals, Biology methods, Humans, Adaptation, Biological, Biology trends, Head and Neck Neoplasms diagnostic imaging, Head and Neck Neoplasms radiotherapy, Positron-Emission Tomography, Radiopharmaceuticals, Radiotherapy Planning, Computer-Assisted, Radiotherapy, Image-Guided
- Abstract
Integration of molecular imaging PET techniques into therapy selection strategies and radiation treatment planning for head and neck squamous cell carcinoma (HNSCC) can serve several purposes. First, pre-treatment assessments can steer decisions about radiotherapy modifications or combinations with other modalities. Second, biology-based objective functions can be introduced to the radiation treatment planning process by co-registration of molecular imaging with planning computed tomography (CT) scans. Thus, customized heterogeneous dose distributions can be generated with escalated doses to tumor areas where radiotherapy resistance mechanisms are most prevalent. Third, monitoring of temporal and spatial variations in these radiotherapy resistance mechanisms early during the course of treatment can discriminate responders from non-responders. With such information available shortly after the start of treatment, modifications can be implemented or the radiation treatment plan can be adapted tailing the biological response pattern. Currently, these strategies are in various phases of clinical testing, mostly in single-center studies. Further validation in multicenter set-up is needed. Ultimately, this should result in availability for routine clinical practice requiring stable production and accessibility of tracers, reproducibility and standardization of imaging and analysis methods, as well as general availability of knowledge and expertise. Small studies employing adaptive radiotherapy based on functional dynamics and early response mechanisms demonstrate promising results. In this context, we focus this review on the widely used PET tracer (18)F-FDG and PET tracers depicting hypoxia and proliferation; two well-known radiation resistance mechanisms.
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- 2013
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47. First clinical results of adaptive radiotherapy based on 3D portal dosimetry for lung cancer patients with atelectasis treated with volumetric-modulated arc therapy (VMAT).
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Persoon LC, Egelmeer AG, Ollers MC, Nijsten SM, Troost EG, and Verhaegen F
- Subjects
- Algorithms, Humans, Imaging, Three-Dimensional, Prognosis, Pulmonary Atelectasis etiology, Radiographic Image Enhancement, Cone-Beam Computed Tomography, Image Processing, Computer-Assisted, Lung Neoplasms radiotherapy, Pulmonary Atelectasis radiotherapy, Radiometry, Radiotherapy, Image-Guided, Radiotherapy, Intensity-Modulated adverse effects
- Abstract
Unlabelled: Atelectasis in lung cancer patients can change rapidly during a treatment course, which may displace the tumor/healthy tissues, or change tissue densities locally. This may result in differences between the planned and the actually delivered dose. With complex delivery techniques treatment verification is essential and inter-fractional adaptation may be necessary. We present the first clinical results of treatment adaptation based on an in-house developed three-dimensional (3D) portal dose measurement (PDM) system., Material and Methods: A method was developed for 3D PDM combined with cone beam computed tomography (kV-CBCT) imaging. Lung cancer patients are monitored routinely with this imaging technique. During treatment, the first three fractions are analyzed with 3D PDM and weekly thereafter. The reconstructed measured dose is compared to the planned dose using dose-volume histograms and a γ evaluation. Patients having |γ|> 1 in more than 5% of the (primary tumor or organ at risk) volume were subjected to further analysis. In this study we show the PDM dose changes for five patients., Results: We detected relevant dose changes induced by changes in atelectasis in the presented cases. Two patients received two treatment adaptations after being detected with PDM confirmed by visual inspection of the kV-CBCTs, and in two other patients the radiation treatment plan was adapted once. In one case no dose delivery change was detected with PDM., Conclusion: The first clinical patients show that 3D PDM combined with kV-CBCT is a valuable quality assurance tool for detecting anatomical alterations and their dosimetric consequences during the course of radiotherapy. In our clinic, 3D PDM is fully automated for ease and speed of the procedure, and for minimization of human error. The technique is able to flag patients with suspected dose discrepancies for potential adaptation of the treatment plan.
- Published
- 2013
- Full Text
- View/download PDF
48. Locally advanced verrucous carcinoma of the oral cavity: treatment using customized mold HDR brachytherapy instead of hemi-maxillectomy.
- Author
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van Gestel KM, Buurman DJ, Pijls R, Kessler PA, van den Ende PL, Hoffmann AL, and Troost EG
- Subjects
- Aged, 80 and over, Brachytherapy methods, Carcinoma, Squamous Cell surgery, Equipment Design, Equipment Failure Analysis, Humans, Male, Maxilla surgery, Mouth Neoplasms surgery, Neoplasm Invasiveness, Oral Surgical Procedures, Treatment Outcome, Brachytherapy instrumentation, Carcinoma, Squamous Cell pathology, Carcinoma, Squamous Cell radiotherapy, Mouth Neoplasms pathology, Mouth Neoplasms radiotherapy
- Abstract
Background: Oral verrucous carcinomas are locally invasive but rarely metastasize. Current treatment options include surgery and external beam radiotherapy (EBRT). In medical inoperable patients or irresectable tumors, high-dose-rate (HDR) brachytherapy is a valid alternative., Case: We present an 85-year-old man with functionally irresectable cT3N0M0 verrucous carcinoma superficially spreading along the upper alveolar ridge to the retro-alveolar triangle, with infiltration of the left soft and hard palate and buccal mucosa. Using a customized intraoral mold, this patient was treated with HDR brachytherapy delivering a dose of 48 Gy in 12 fractions three times per week. Treatment was well tolerated, and after prolonged confluent mucositis the tumor is in complete remission., Review of Literature and Conclusion: The scarce literature on customized mold HDR brachytherapy in maxillary tumors is reviewed and recommendations for other head and neck tumors are given.
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- 2013
- Full Text
- View/download PDF
49. Correlation between tumor oxygenation and 18F-fluoromisonidazole PET data simulated based on microvessel images.
- Author
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Mönnich D, Troost EG, Kaanders JH, Oyen WJ, Alber M, Zips D, and Thorwarth D
- Subjects
- Animals, Carcinoma, Squamous Cell blood supply, Carcinoma, Squamous Cell pathology, Computer Simulation, Fluorine Radioisotopes, Head and Neck Neoplasms blood supply, Head and Neck Neoplasms pathology, Humans, Mice, Radiation-Sensitizing Agents, Radiopharmaceuticals, Tumor Cells, Cultured, Carcinoma, Squamous Cell diagnostic imaging, Fluorodeoxyglucose F18, Head and Neck Neoplasms diagnostic imaging, Microvessels pathology, Misonidazole analogs & derivatives, Oxygen blood, Positron-Emission Tomography
- Abstract
Background: Assessing hypoxia with oxygen probes provides a sparse sampling of tumor volumes only, bearing a risk of missing hypoxic regions. Full coverage is achieved with positron emission tomography (PET) using the tracer (18)F-fluoromisonidazole (FMISO). In this study, the correlation between different FMISO PET imaging parameters and the median voxel PO2 (medianPO2) was analyzed. A measure of the median PO2 characterizes the microenvironment in consistency with probe measurements., Material and Methods: Tissue oxygenations and FMISO diffusion-retention dynamics were simulated. Transport of FMISO and O2 molecules into and out of tissue was modeled by vessel maps derived from histology of head-and-neck squamous cell cancer xenograft tumor lines. Parameter sets were evaluated for 300 distinct 2 × 2 mm(2) vessel configurations, including medianPO2 and two FMISO PET parameters: FH denotes the sub-regional signal four hours post injection (pi) and FH/P denotes the ratio between FH and the time-averaged signal 0-15 min pi. Correlations between O2 and FMISO parameters were evaluated. A receiver operating characteristics (ROC) analysis was performed, regarding the accuracy of FH and FH/P in identifying voxels with medianPO2 < 2.5 mmHg., Results: In hypoxic sub-regions, the correlation between FH and medianPO2 is low (R(2) = 0.37), while the correlation between FH/P and median PO2 is high (R(2) = 0.99). The ROC analysis showed that hypoxic regions can be identified using FH/P with a higher diagnostic accuracy (YI = sensitivity+ specificity-1 = 1.0), than using FH alone (YI = 0.83). Both FMISO parameters are moderately effective in identifying hypoxia on the microscopic length scale (YI = 0.63 and 0.60)., Conclusions: A combination of two FMISO PET scans acquired 0-15 min and four hours pi may yield an accurate measure of the medianPO2 in a voxel (FH/P). This measure is comparable to averaged oxygen probe measurements and has the advantage of covering the entire tumor volume. Therefore, it may improve the prediction of radiotherapy outcome and facilitate individualized dose prescriptions.
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- 2013
- Full Text
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50. Prognostic value of metabolic metrics extracted from baseline positron emission tomography images in non-small cell lung cancer.
- Author
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Carvalho S, Leijenaar RT, Velazquez ER, Oberije C, Parmar C, van Elmpt W, Reymen B, Troost EG, Oellers M, Dekker A, Gillies R, Aerts HJ, and Lambin P
- Subjects
- Aged, Carcinoma, Non-Small-Cell Lung metabolism, Carcinoma, Non-Small-Cell Lung radiotherapy, Female, Humans, Lung Neoplasms metabolism, Lung Neoplasms radiotherapy, Male, Neoplasm Staging, Prognosis, Radiopharmaceuticals, Radiotherapy Planning, Computer-Assisted, Tumor Burden, Carcinoma, Non-Small-Cell Lung diagnostic imaging, Fluorodeoxyglucose F18, Lung Neoplasms diagnostic imaging, Positron-Emission Tomography, Radiotherapy, Image-Guided
- Abstract
Background: Maximum, mean and peak SUV of primary tumor at baseline FDG-PET scans, have often been found predictive for overall survival in non-small cell lung cancer (NSCLC) patients. In this study we further investigated the prognostic power of advanced metabolic metrics derived from intensity volume histograms (IVH) extracted from PET imaging., Methods: A cohort of 220 NSCLC patients (mean age, 66.6 years; 149 men, 71 women), stages I-IIIB, treated with radiotherapy with curative intent were included (NCT00522639). Each patient underwent standardized pre-treatment CT-PET imaging. Primary GTV was delineated by an experienced radiation oncologist on CT-PET images. Common PET descriptors such as maximum, mean and peak SUV, and metabolic tumor volume (MTV) were quantified. Advanced descriptors of metabolic activity were quantified by IVH. These comprised five groups of features: absolute and relative volume above relative intensity threshold (AVRI and RVRI), absolute and relative volume above absolute intensity threshold (AVAI and RVAI), and absolute intensity above relative volume threshold (AIRV). MTV was derived from the IVH curves for volumes with SUV above 2.5, 3 and 4, and of 40% and 50% maximum SUV. Univariable analysis using Cox Proportional Hazard Regression was performed for overall survival assessment., Results: Relative volume above higher SUV (80%) was an independent predictor of OS (p = 0.05). None of the possible surrogates for MTV based on volumes above SUV of 3, 40% and 50% of maximum SUV showed significant associations with OS [p (AVAI3) = 0.10, p (AVAI4) = 0.22, p (AVRI40%) = 0.15, p (AVRI50%) = 0.17]. Maximum and peak SUV (r = 0.99) revealed no prognostic value for OS [p (maximum SUV) = 0.20, p (peak SUV) = 0.22]., Conclusions: New methods using more advanced imaging features extracted from PET were analyzed. Best prognostic value for OS of NSCLC patients was found for relative portions of the tumor above higher uptakes (80% SUV).
- Published
- 2013
- Full Text
- View/download PDF
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