150 results on '"Marta Fiocco"'
Search Results
2. Outcome of Cataract Surgery in Patients With Retinitis Pigmentosa
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Xuan-Thanh-An Nguyen, Alberta A.H.J. Thiadens, Marta Fiocco, Weijen Tan, Martin McKibbin, Caroline C.W. Klaver, Magda A. Meester-Smoor, Caroline Van Cauwenbergh, Ine Strubbe, Andrea Vergaro, Jan-Willem R. Pott, Carel B. Hoyng, Bart P. Leroy, Reda Zemaitiene, Kamron N. Khan, Camiel J.F. Boon, Ophthalmology, and ANS - Complex Trait Genetics
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Ophthalmology ,All institutes and research themes of the Radboud University Medical Center ,Medicine and Health Sciences ,Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12] - Abstract
Contains fulltext : 290816.pdf (Publisher’s version ) (Open Access) PURPOSE: To assess the visual outcome of cataract surgery in patients with retinitis pigmentosa (RP). DESIGN: Retrospective, noncomparative clinical study. METHODS: Preoperative, intraoperative, and postoperative data of patients with RP who were undergoing cataract surgery were collected from several expertise centers across Europe. RESULTS: In total, 295 eyes of 226 patients were included in the study. The mean age at surgery of the first eye was 56.1 ± 17.9 years. Following surgery, best-corrected visual acuity (BCVA) improved significantly from 1.03 to 0.81 logMAR (ie, 20/214 to 20/129 Snellen) in the first treated eye (-0.22 logMAR; 95% CI = -0.31 to -0.13; P < .001) and from 0.80 to 0.56 logMAR (ie, 20/126 to 20/73 Snellen) in the second treated eye (-0.24 logMAR; 95% CI = -0.32 to -0.15; P < .001). Marked BCVA improvements (postoperative change in BCVA of ≥0.3 logMAR) were observed in 87 of 226 patients (39%). Greater odds for marked visual improvements were observed in patients with moderate visual impairment or worse. The most common complications were zonular dialysis (n = 15; 5%) and (exacerbation of) cystoid macular edema (n = 14; 5%), respectively. Postoperative posterior capsular opacifications were present in 111 of 295 eyes (38%). CONCLUSION: Significant improvements in BCVA are observed in most patients with RP following cataract surgery. Baseline BCVA is a predictor of visual outcome. Preoperative evaluation should include the assessment of potential zonular insufficiency and the presence of CME, as they are relatively common and may increase the risk of complications. 01 februari 2023
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- 2023
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3. Neural Networks for Survival Prediction in Medicine Using Prognostic Factors: A Review and Critical Appraisal
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Georgios Kantidakis, Audinga-Dea Hazewinkel, and Marta Fiocco
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Machine Learning ,General Immunology and Microbiology ,Applied Mathematics ,Modeling and Simulation ,Humans ,Neural Networks, Computer ,General Medicine ,Prognosis ,Survival Analysis ,General Biochemistry, Genetics and Molecular Biology ,Proportional Hazards Models - Abstract
Survival analysis deals with the expected duration of time until one or more events of interest occur. Time to the event of interest may be unobserved, a phenomenon commonly known as right censoring, which renders the analysis of these data challenging. Over the years, machine learning algorithms have been developed and adapted to right-censored data. Neural networks have been repeatedly employed to build clinical prediction models in healthcare with a focus on cancer and cardiology. We present the first ever attempt at a large-scale review of survival neural networks (SNNs) with prognostic factors for clinical prediction in medicine. This work provides a comprehensive understanding of the literature (24 studies from 1990 to August 2021, global search in PubMed). Relevant manuscripts are classified as methodological/technical (novel methodology or new theoretical model; 13 studies) or applications (11 studies). We investigate how researchers have used neural networks to fit survival data for prediction. There are two methodological trends: either time is added as part of the input features and a single output node is specified, or multiple output nodes are defined for each time interval. A critical appraisal of model aspects that should be designed and reported more carefully is performed. We identify key characteristics of prediction models (i.e., number of patients/predictors, evaluation measures, calibration), and compare ANN’s predictive performance to the Cox proportional hazards model. The median sample size is 920 patients, and the median number of predictors is 7. Major findings include poor reporting (e.g., regarding missing data, hyperparameters) as well as inaccurate model development/validation. Calibration is neglected in more than half of the studies. Cox models are not developed to their full potential and claims for the performance of SNNs are exaggerated. Light is shed on the current state of art of SNNs in medicine with prognostic factors. Recommendations are made for the reporting of clinical prediction models. Limitations are discussed, and future directions are proposed for researchers who seek to develop existing methodology.
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- 2022
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4. Central venous catheter–associated complications in pediatric patients diagnosed with Hodgkin lymphoma: implications for catheter choice
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Ceder H. van den Bosch, Judith Spijkerman, Marc H. W. A. Wijnen, Idske C. L. Kremer Hovinga, Friederike A. G. Meyer-Wentrup, Alida F. W. van der Steeg, Marianne D. van de Wetering, Marta Fiocco, Indra E. Morsing, and Auke Beishuizen
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Venous Thrombosis ,Pediatric ,Catheterization, Central Venous ,Complications ,Anticoagulants ,Thrombosis ,Hodgkin Disease ,Oncology ,Risk Factors ,Catheter-Related Infections ,Catheterization, Peripheral ,Central Venous Catheters ,Humans ,Child ,Central venous catheter ,Hodgkin lymphoma ,Retrospective Studies - Abstract
Purpose The purpose of this study was to determine the most optimal central venous catheter (CVC) for pediatric patients with Hodgkin lymphoma (HL) in terms of complications. Methods A retrospective study including patients diagnosed with HL from 2015 to 2021 at the Princess Máxima Center was performed. Patients were followed from CVC insertion until removal or 06–2021, whichever came first. The primary outcome was the CVC-related complication incidence rate (IR) per 1000 CVC-days. Furthermore, the incidence rate ratio (IRR) was calculated by comparing complication IRs between peripherally inserted central catheters (PICC) and totally implantable venous access ports (TIVAP). Additionally, risk factors for central venous thrombosis (CVT) were identified. Results A total of 98 patients were included. The most frequently observed complications were local irritation/infections (18%; IR 0.93), malfunctions (15%; IR 0.88), and CVC-related CVTs (10%; IR 0.52). Single lumen PICCs were associated with a higher risk of complications (49% vs. 26%; IRR 5.12, CI95% 2.76–9.50), severe complications (19% vs. 7%; IRR 11.96, CI95% 2.68–53.42), and early removal (18% vs. 7%; IRR 9.96, CI95% 2.18–45.47). A single lumen PICC was identified as a risk factor for CVC-related CVT when compared to TIVAPs (12% vs. 7%, IRR 6.98, CI95% 1.45–33.57). Conclusion The insertion of a TIVAP rather than a PICC should be recommended for pediatric patients with HL, especially in the presence of CVT-related risk factors. Future trials should evaluate the efficacy and safety of direct oral anticoagulants for the primary prevention of CVT in pediatric patients with a PICC and other CVT-related risk factors.
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- 2022
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5. Local treatment in metastatic GIST patients: A multicentre analysis from the Dutch GIST Registry
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Pien Brink, Gijsbert M. Kalisvaart, Yvonne M. Schrage, Mahmoud Mohammadi, Nikki S. Ijzerman, Roos F. Bleckman, Tom Wal, Lioe-Fee de Geus-Oei, Henk H. Hartgrink, Dirk J. Grunhagen, Cornelis Verhoef, Stefan Sleijfer, Astrid W. Oosten, Lukas B. Been, Robert J. van Ginkel, An K.L. Reyners, Han J. Bonenkamp, Ingrid M.E. Desar, Hans Gelderblom, Winan J. van Houdt, Neeltje Steeghs, Marta Fiocco, Jos A. van der Hage, Surgery, and Medical Oncology
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Oncology ,Surgery ,General Medicine - Abstract
Background: The added value of local treatment in selected metastatic GIST patients is unclear. This study aims to provide insight into the usefulness of local treatment in metastatic GIST by use of a survey study and retrospective analyses in a clinical database. Methods: A survey study was conducted among clinical specialists to select most relevant characteristics of metastatic GIST patients considered for local treatment, defined as elective surgery or ablation. Patients were selected from the Dutch GIST Registry. A multivariate Cox-regression model for overall survival since time of diagnosis of metastatic disease was estimated with local treatment as a time-dependent variable. An additional model was estimated to assess prognostic factors since local treatment. Results: The survey's response rate was 14/16. Performance status, response to TKIs, location of active disease, number of lesions, mutation status, and time between primary diagnosis and metastases, were regarded the 6 most important characteristics. Of 457 included patients, 123 underwent local treatment, which was associated with better survival after diagnosis of metastases (HR = 0.558, 95%CI = 0.336–0.928). Progressive disease during systemic treatment (HR = 3.885, 95%CI = 1.195–12.627) and disease confined to the liver (HR = 0.269, 95%CI = 0.082–0.880) were associated with worse and better survival after local treatment, respectively. Conclusion: Local treatment is associated with better survival in selected patients with metastatic GIST. Locally treated patients with response to TKIs and disease confined to the liver have good clinical outcome. These results might be considered for tailoring treatment, but should be interpreted with care because only specific patients are provided with local treatment in this retrospective study.
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- 2023
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6. Towards robust and accurate estimates of the incubation time distribution, with focus on upper tail probabilities and SARS‐CoV‐2 infection
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Vera H. Arntzen, Marta Fiocco, Nils Leitzinger, and Ronald B. Geskus
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Statistics and Probability ,Epidemiology - Published
- 2023
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7. Supplemental Table 1 and 2 from Peripheral Stem Cell Apheresis is Feasible Post 131Iodine-Metaiodobenzylguanidine-Therapy in High-Risk Neuroblastoma, but Results in Delayed Platelet Reconstitution
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Godelieve A.M. Tytgat, Carlijn Voermans, Huib N. Caron, Marta Fiocco, C. Ellen van der Schoot, Max M. van Noesel, Annemarie M.L. Peek, Eric Braakman, Sebastiaan Somers, Henk van den Berg, Jozsef Zsiros, Cor van den Bos, Hannah M. Kansen, Ilse Timmerman, and Kathelijne C.J.M. Kraal
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CD34+cell harvest yield and quality
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- 2023
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8. Data from Adjuvant Imatinib in Patients with GIST Harboring Exon 9 KIT Mutations: Results from a Multi-institutional European Retrospective Study
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Paolo G. Casali, Sebastian Bauer, Alessandro Gronchi, Angelo P. Dei Tos, Robin L. Jones, Axel Le Cesne, Peter Hohenberger, Javier Martin-Broto, Giuseppe Tonini, Marta Sbaraglia, Marianna Silletta, Johanna Falkenhorst, Ingrid M.E. Desar, Hans Gelderblom, Neeltje Steeghs, Nikki S. IJzerman, Winan J. van Houdt, Maria A. Pantaleo, Giuseppe Badalamenti, Tommaso De Pas, Silvia Gasperoni, Antonella Brunello, Giovanni Grignani, Antoine Italiano, Mariella Spalato Ceruso, Margherita Nannini, Nadia Hindi, Spyridon Gennatas, Elena Fumagalli, Heikki Joensuu, Peter Reichardt, Jean-Yves Blay, Piotr Rutkowski, Olivier Mir, Marta Fiocco, Andrea Napolitano, and Bruno Vincenzi
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Purpose:The effect of high-dose imatinib (800 mg/day) on survival in the adjuvant treatment of patients with resected KIT exon 9–mutated gastrointestinal stromal tumors (GIST) is not established. Here, the association of dose and other clinicopathologic variables with survival was evaluated in a large multi-institutional European cohort.Experimental Design:Data from 185 patients were retrospectively collected in 23 European GIST reference centers. Propensity score matching (PSM) and inverse-probability of treatment weighting (IPTW) were used to account for confounders. Univariate and multivariate unweighted and weighted Cox proportional hazard regression models were estimated for relapse-free survival (RFS), modified-RFS (mRFS) and imatinib failure-free survival (IFFS). Univariate Cox models were estimated for overall survival.Results:Of the 185 patients, 131 (70.8%) received a starting dose of 400 mg/d and the remaining 54 (29.2%) a dose of 800 mg/d. Baseline characteristics were partially unbalanced, suggesting a potential selection bias. PSM and IPTW analyses showed no advantage of imatinib 800 mg/d. In the weighted multivariate Cox models, high-dose imatinib was not associated with the survival outcomes [RFS: hazard ratio (HR), 1.24; 95% confidence interval (CI), 0.79–1.94; mRFS: HR, 1.69; 95% CI, 0.92–3.10; IFFS: HR, 1.35; 95% CI, 0.79–2.28]. The variables consistently associated with worse survival outcomes were high mitotic index and nongastric tumor location.Conclusions:In this retrospective series of patients with KIT exon 9–mutated GIST treated with adjuvant imatinib, a daily dose of 800 mg versus 400 mg did not show better results in terms of survival outcomes. Prospective evaluation of the more appropriate adjuvant treatment in this setting is warranted.
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- 2023
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9. Supplementary Data from Adjuvant Imatinib in Patients with GIST Harboring Exon 9 KIT Mutations: Results from a Multi-institutional European Retrospective Study
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Paolo G. Casali, Sebastian Bauer, Alessandro Gronchi, Angelo P. Dei Tos, Robin L. Jones, Axel Le Cesne, Peter Hohenberger, Javier Martin-Broto, Giuseppe Tonini, Marta Sbaraglia, Marianna Silletta, Johanna Falkenhorst, Ingrid M.E. Desar, Hans Gelderblom, Neeltje Steeghs, Nikki S. IJzerman, Winan J. van Houdt, Maria A. Pantaleo, Giuseppe Badalamenti, Tommaso De Pas, Silvia Gasperoni, Antonella Brunello, Giovanni Grignani, Antoine Italiano, Mariella Spalato Ceruso, Margherita Nannini, Nadia Hindi, Spyridon Gennatas, Elena Fumagalli, Heikki Joensuu, Peter Reichardt, Jean-Yves Blay, Piotr Rutkowski, Olivier Mir, Marta Fiocco, Andrea Napolitano, and Bruno Vincenzi
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Supplementary Data from Adjuvant Imatinib in Patients with GIST Harboring Exon 9 KIT Mutations: Results from a Multi-institutional European Retrospective Study
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- 2023
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10. Legends from Peripheral Stem Cell Apheresis is Feasible Post 131Iodine-Metaiodobenzylguanidine-Therapy in High-Risk Neuroblastoma, but Results in Delayed Platelet Reconstitution
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Godelieve A.M. Tytgat, Carlijn Voermans, Huib N. Caron, Marta Fiocco, C. Ellen van der Schoot, Max M. van Noesel, Annemarie M.L. Peek, Eric Braakman, Sebastiaan Somers, Henk van den Berg, Jozsef Zsiros, Cor van den Bos, Hannah M. Kansen, Ilse Timmerman, and Kathelijne C.J.M. Kraal
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Legends
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- 2023
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11. Data from Peripheral Stem Cell Apheresis is Feasible Post 131Iodine-Metaiodobenzylguanidine-Therapy in High-Risk Neuroblastoma, but Results in Delayed Platelet Reconstitution
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Godelieve A.M. Tytgat, Carlijn Voermans, Huib N. Caron, Marta Fiocco, C. Ellen van der Schoot, Max M. van Noesel, Annemarie M.L. Peek, Eric Braakman, Sebastiaan Somers, Henk van den Berg, Jozsef Zsiros, Cor van den Bos, Hannah M. Kansen, Ilse Timmerman, and Kathelijne C.J.M. Kraal
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Purpose:Targeted radiotherapy with 131iodine-meta-iodobenzylguanidine (131I-MIBG) is effective for neuroblastoma (NBL), although optimal scheduling during high-risk (HR) treatment is being investigated. We aimed to evaluate the feasibility of stem cell apheresis and study hematologic reconstitution after autologous stem cell transplantation (ASCT) in patients with HR-NBL treated with upfront 131I-MIBG-therapy.Experimental Design:In two prospective multicenter cohort studies, newly diagnosed patients with HR-NBL were treated with two courses of 131I-MIBG-therapy, followed by an HR-induction protocol. Hematopoietic stem and progenitor cell (e.g., CD34+ cell) harvest yield, required number of apheresis sessions, and time to neutrophil (>0.5 × 109/L) and platelet (>20 × 109/L) reconstitution after ASCT were analyzed and compared with “chemotherapy-only”–treated patients. Moreover, harvested CD34+ cells were functionally (viability and clonogenic capacity) and phenotypically (CD33, CD41, and CD62L) tested before cryopreservation (n = 44) and/or after thawing (n = 19).Results:Thirty-eight patients (47%) were treated with 131I-MIBG-therapy, 43 (53%) only with chemotherapy. Median cumulative 131I-MIBG dose/kg was 0.81 GBq (22.1 mCi). Median CD34+ cell harvest yield and apheresis days were comparable in both groups. Post ASCT, neutrophil recovery was similar (11 days vs. 10 days), whereas platelet recovery was delayed in 131I-MIBG- compared with chemotherapy-only–treated patients (29 days vs. 15 days, P = 0.037). Testing of harvested CD34+ cells revealed a reduced post-thaw viability in the 131I-MIBG-group. Moreover, the viable CD34+ population contained fewer cells expressing CD62L (L-selectin), a marker associated with rapid platelet recovery.Conclusions:Harvesting of CD34+ cells is feasible after 131I-MIBG. Platelet recovery after ASCT was delayed in 131I-MIBG-treated patients, possibly due to reinfusion of less viable and CD62L-expressing CD34+ cells, but without clinical complications. We provide evidence that peripheral stem cell apheresis is feasible after upfront 131I-MIBG-therapy in newly diagnosed patients with NBL. However, as the harvest of 131I-MIBG-treated patients contained lower viable CD34+ cell counts after thawing and platelet recovery after reinfusion was delayed, administration of 131I-MIBG after apheresis is preferred.
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- 2023
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12. Supplemental Figures 1 and 2 from Peripheral Stem Cell Apheresis is Feasible Post 131Iodine-Metaiodobenzylguanidine-Therapy in High-Risk Neuroblastoma, but Results in Delayed Platelet Reconstitution
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Godelieve A.M. Tytgat, Carlijn Voermans, Huib N. Caron, Marta Fiocco, C. Ellen van der Schoot, Max M. van Noesel, Annemarie M.L. Peek, Eric Braakman, Sebastiaan Somers, Henk van den Berg, Jozsef Zsiros, Cor van den Bos, Hannah M. Kansen, Ilse Timmerman, and Kathelijne C.J.M. Kraal
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S1: Neutrophil recovery post ASCT S2: Clonogenic capacity harvested stem cells
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- 2023
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13. Physical Function and Physical Activity in Older Breast Cancer Survivors: 5-Year Follow-Up from the Climb Every Mountain Study
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Annelieke A Lemij, Gerrit Jan Liefers, Marloes G M Derks, Esther Bastiaannet, Marta Fiocco, Titia E Lans, Carmen C van der Pol, Annelie J E Vulink, Leander van Gerven, Onno R Guicherit, Eugenie M H Linthorst-Niers, Jos W S Merkus, Thijs van Dalen, Johanneke E A Portielje, and Nienke A de Glas
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Cancer Research ,Oncology - Abstract
BackgroundA decline in physical activity and the ability to perform activities of daily living (ADL) and instrumental activities of daily living (IADL) could interfere with independent living and quality of life in older patients, but may be prevented with tailored interventions. The aim of the current study was to assess changes in physical activity and ADL/IADL in the first 5 years after breast cancer diagnosis in a real-world cohort of older patients and to identify factors associated with physical decline.MethodsPatients aged ≥70 years with in situ or stages I-III breast cancer were included in the prospective Climb Every Mountain cohort study. Linear mixed models were used to assess physical activity (according to Metabolic Equivalent of Task (MET) hours per week) and ADL/IADL (according to the Groningen Activity Restriction Scale (GARS)) over time. Secondly, the association with geriatric characteristics, treatment, quality of life, depression, apathy, and loneliness was analyzed.ResultsA total of 239 patients were included. Physical activity and ADL/IADL changed in the first 5 years after diagnosis (mean change from baseline −11.6 and +4.2, respectively). Geriatric characteristics at baseline were strongly associated with longitudinal change in physical activity and ADL/IADL, whereas breast cancer treatment was not. A better quality of life was associated with better physical activity and preservation of ADL/IADL, while depression and loneliness were negatively associated with these outcomes.DiscussionGeriatric characteristics, loneliness, and depressive symptoms were associated with physical decline in older patients with breast cancer, while breast cancer treatment was not.
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- 2023
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14. Spatial analysis reveals distinct immune phenotypes and tertiary lymphoid structure-like aggregates in pediatric acute myeloid leukemia
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Joost B. Koedijk, Inge van der Werf, Marijn A. Vermeulen, Alicia Perzolli, Marta Fiocco, Hester A. de Groot-Kruseman, Rubina Moeniralam, Stefan Nierkens, Mirjam E. Belderbos, C. Michel Zwaan, and Olaf Heidenreich
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Pediatric cancers are characterized by a relatively low mutational burden and therefore, children are thought to be poor candidates for T cell-engaging immunotherapies. Here, we performed a multidimensional characterization of the tumor immune microenvironment in newly diagnosed children with acute myeloid leukemia (AML) and non-leukemic controls. We identified a subset of pediatric AML patients with remarkably high levels of T cell infiltration and a relatively low abundance of anti-inflammatory macrophages in the bone marrow. In addition, we detected large T cell networks that colocalized with B cells in immune-infiltrated samples, resembling tertiary lymphoid structures as described in solid tumors. Using spatial transcriptomics, we dissected the composition of these structures and revealed unique hotspots of anti-tumor immunity. This work raises the possibility that a subset of pediatric AML patients may benefit from T cell-engaging immunotherapies and encourages further study of these lymphoid structures in the context of immunotherapy in AML.Statement of significanceA subset of pediatric AML patients harbors hotspots of anti-tumor immunity in the tumor microenvironment. The presence of tertiary lymphoid structure-like aggregates in the bone marrow of pediatric AML encourages the evaluation of T cell-engaging immunotherapies in this population, as well as the development of novel antibody-based and cellular therapies.
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- 2023
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15. model-based radiostereometric analysis (RSA) randomized control trial evaluating the stability of the cementless Taperloc hip stem: the TapHip study
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Ruben Y Kok, Lennard A Koster, Bart L Kaptein, Marta Fiocco, and Stefan B Keizer
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Orthopedics and Sports Medicine ,Surgery ,General Medicine - Abstract
Background and purpose – The Taperloc Complete hip is the successor of the Taperloc hip, aiming to increase range of motion and optimizing femoral fit with intermediate stem sizes. We evaluated whether these design changes affect fixation, and this RSA study compares 2-year migration. Patients and methods – In this prospective, multi-arm study, 100 patients were randomized to cementless total hip arthroplasty (THA) with Taperloc Complete full profile (TCFP), Taperloc Complete reduced distal (TCRD), Taperloc full profile (TFP), or Taperloc reduced distal (TRD). Migration was measured with model-based RSA postoperatively, and after 3, 12, and 24 months. Results – Results based on mixed-model analysis on 2-year postoperative RSA data from 74 patients showed similar subsidence (mm) in the first 3 months (mean [95% CI] TCFP 0.44 [0.20–0.69], TCRD 0.91 [0.40–1.42], TFP 0.71 [0.22–1.19], TRD 1.25 [0.58–1.91]) and stabilization afterwards. The TCFP showed statistically significantly less retroversion (°) at 2-year postoperatively compared with TFP and TCRD (mean [95% CI] TCFP: –0.13 [–0.64 to 0.38], TCRD: 0.84 [0.35–1.33], TFP: 0.56 [0.12–1.00], TRD: 0.37 [–0.35 to 1.09]). Interpretation – As expected in successful cementless THA, RSA shows stabilization after initial subsidence. Based on these results the Taperloc Complete stem is expected to have similar long-term fixation to the Taperloc stems. The reduced distal groups have larger, but statistically non-significant, initial migration compared with the TCFP group, which could be due to implantation in Dorr B, C femur types. It may be important to consider the femur shape for choosing a full profile or reduced distal stem to minimize migration.
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- 2022
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16. Statistical models versus machine learning for competing risks: development and validation of prognostic models
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Georgios Kantidakis, Hein Putter, Saskia Litière, and Marta Fiocco
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Epidemiology ,Health Informatics - Abstract
Background In health research, several chronic diseases are susceptible to competing risks (CRs). Initially, statistical models (SM) were developed to estimate the cumulative incidence of an event in the presence of CRs. As recently there is a growing interest in applying machine learning (ML) for clinical prediction, these techniques have also been extended to model CRs but literature is limited. Here, our aim is to investigate the potential role of ML versus SM for CRs within non-complex data (small/medium sample size, low dimensional setting). Methods A dataset with 3826 retrospectively collected patients with extremity soft-tissue sarcoma (eSTS) and nine predictors is used to evaluate model-predictive performance in terms of discrimination and calibration. Two SM (cause-specific Cox, Fine-Gray) and three ML techniques are compared for CRs in a simple clinical setting. ML models include an original partial logistic artificial neural network for CRs (PLANNCR original), a PLANNCR with novel specifications in terms of architecture (PLANNCR extended), and a random survival forest for CRs (RSFCR). The clinical endpoint is the time in years between surgery and disease progression (event of interest) or death (competing event). Time points of interest are 2, 5, and 10 years. Results Based on the original eSTS data, 100 bootstrapped training datasets are drawn. Performance of the final models is assessed on validation data (left out samples) by employing as measures the Brier score and the Area Under the Curve (AUC) with CRs. Miscalibration (absolute accuracy error) is also estimated. Results show that the ML models are able to reach a comparable performance versus the SM at 2, 5, and 10 years regarding both Brier score and AUC (95% confidence intervals overlapped). However, the SM are frequently better calibrated. Conclusions Overall, ML techniques are less practical as they require substantial implementation time (data preprocessing, hyperparameter tuning, computational intensity), whereas regression methods can perform well without the additional workload of model training. As such, for non-complex real life survival data, these techniques should only be applied complementary to SM as exploratory tools of model’s performance. More attention to model calibration is urgently needed.
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- 2023
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17. A new inverse probability of selection weighted Cox model to deal with outcome-dependent sampling in survival analysis
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Vera H. Arntzen, Marta Fiocco, Inge M.M. Lakeman, Maartje Nielsen, and Mar Rodríguez-Girondo
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Motivated by the study of genetic effect modifiers of cancer, we examined weighting approaches to correct for ascertainment bias in survival analysis. Family-based outcome-dependent sampling is common in genetic epidemiology leading to study samples with too many events in comparison to the population and an overrepresentation of young, affected subjects. A usual approach to correct for ascertainment bias in this setting is to use an inverse probability-weighted Cox model, using weights based on external available population-based age-specific incidence rates of the type of cancer under investigation. However, the current approach is not general enough leading to invalid weights in relevant practical settings if oversampling of cases is not observed in all age groups. Based on the same principle of weighting observations by their inverse probability of selection, we propose a new, more general approach. We show the advantage of our new method using simulations and two real datasets. In both applications the goal is to assess the association between common susceptibility loci identified in Genome Wide Association Studies (GWAS) and cancer (colorectal and breast) using data collected through genetic testing in clinical genetics centers.
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- 2023
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18. Cell-Free DNA as a Diagnostic and Prognostic Biomarker in Pediatric Rhabdomyosarcoma
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Nathalie S.M. Lak, Lieke M.J. van Zogchel, Lily Zappeij-Kannegieter, Ahmad Javadi, Ruben van Paemel, Charlotte Vandeputte, Katleen De Preter, Bram De Wilde, Mathieu Chicard, Yasmine Iddir, Gudrun Schleiermacher, Olivia Ruhen, Janet Shipley, Marta Fiocco, Johannes H.M. Merks, Max M. van Noesel, C. Ellen van der Schoot, Godelieve A.M. Tytgat, and Janine Stutterheim
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Cancer Research ,Oncology ,Medicine and Health Sciences ,Biology and Life Sciences - Abstract
PURPOSE Total cell-free DNA (cfDNA) and tumor-derived cfDNA (ctDNA) can be used to study tumor-derived genetic aberrations. We analyzed the diagnostic and prognostic potential of cfDNA and ctDNA, obtained from pediatric patients with rhabdomyosarcoma. METHODS cfDNA was isolated from diagnostic plasma samples from 57 patients enrolled in the EpSSG RMS2005 study. To study the diagnostic potential, shallow whole genome sequencing (shWGS) and cell-free reduced representation bisulphite sequencing (cfRRBS) were performed in a subset of samples and all samples were tested using droplet digital polymerase chain reaction to detect methylated RASSF1A ( RASSF1A-M). Correlation with outcome was studied by combining cfDNA RASSF1A-M detection with analysis of our rhabdomyosarcoma-specific RNA panel in paired cellular blood and bone marrow fractions and survival analysis in 56 patients. RESULTS At diagnosis, ctDNA was detected in 16 of 30 and 24 of 26 patients using shallow whole genome sequencing and cfRRBS, respectively. Furthermore, 21 of 25 samples were correctly classified as embryonal by cfRRBS. RASSF1A-M was detected in 21 of 57 patients. The presence of RASSF1A-M was significantly correlated with poor outcome (the 5-year event-free survival [EFS] rate was 46.2% for 21 RASSF1A-M ‒positive patients, compared with 84.9% for 36 RASSF1A-M ‒negative patients [ P < .001]). RASSF1A-M positivity had the highest prognostic effect among patients with metastatic disease. Patients both negative for RASSF1A-M and the rhabdomyosarcoma-specific RNA panel (28 of 56 patients) had excellent outcome (5-year EFS 92.9%), while double-positive patients (11/56) had poor outcome (5-year EFS 13.6%, P < .001). CONCLUSION Analyzing ctDNA at diagnosis using various techniques is feasible in pediatric rhabdomyosarcoma and has potential for clinical use. Measuring RASSF1A-M in plasma at initial diagnosis correlated significantly with outcome, particularly when combined with paired analysis of blood and bone marrow using a rhabdomyosarcoma-specific RNA panel.
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- 2023
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19. Validation of a modified bedside Pediatric Early Warning System score for detection of clinical deterioration in hospitalized pediatric oncology patients: A prospective cohort study
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Marijn Soeteman, Teus H. Kappen, Martine van Engelen, Maartje Marcelis, Ellen Kilsdonk, Marry M. van den Heuvel‐Eibrink, Edward E. S. Nieuwenhuis, Wim J. E. Tissing, Marta Fiocco, Roelie M. Wösten‐ van Asperen, and Guided Treatment in Optimal Selected Cancer Patients (GUTS)
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Clinical Deterioration ,Infant ,Hematology ,Medical Oncology ,Intensive Care Units, Pediatric ,mortality ,pediatric ,Oncology ,Neoplasms ,Pediatrics, Perinatology and Child Health ,Humans ,pediatric early warning score ,Prospective Studies ,Child ,Retrospective Studies ,intensive care - Abstract
Background: Hospitalized pediatric oncology patients are at risk of severe clinical deterioration. Yet Pediatric Early Warning System (PEWS) scores have not been prospectively validated in these patients. We aimed to determine the predictive performance of the modified BedsidePEWS score for unplanned pediatric intensive care unit (PICU) admission and cardiopulmonary resuscitation (CPR) in this patient population.Methods: We performed a prospective cohort study in an 80-bed pediatric oncology hospital in the Netherlands, where care has been nationally centralized. All hospitalized pediatric oncology patients aged 0–18 years were eligible for inclusion. A Cox proportional hazard model was estimated to study the association between BedsidePEWS score and unplanned PICU admissions or CPR. The predictive performance of the model was internally validated by bootstrapping.Results: A total of 1137 patients were included. During the study, 103 patients experienced 127 unplanned PICU admissions and three CPRs. The hazard ratio for unplanned PICU admission or CPR was 1.65 (95% confidence interval [CI]: 1.59–1.72) for each point increase in the modified BedsidePEWS score. The discriminative ability was moderate (D-index close to 0 and a C-index of 0.83 [95% CI: 0.79–0.90]). Positive and negative predictive values of modified BedsidePEWS score at the widely used cutoff of 8, at which escalation of care is required, were 1.4% and 99.9%, respectively.Conclusion: The modified BedsidePEWS score is significantly associated with requirement of PICU transfer or CPR. In pediatric oncology patients, this PEWS score may aid in clinical decision-making for timing of PICU transfer.
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- 2022
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20. Patterns of Perioperative Treatment and Survival of Localized, Resected, Intermediate- or High-Grade Soft Tissue Sarcoma: A 2000–2017 Netherlands Cancer Registry Database Analysis
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Judith V.M.G. Bovée, Milan van Meekeren, Hans Gelderblom, Marta Fiocco, Vincent K Y Ho, and Rick L. Haas
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0301 basic medicine ,medicine.medical_specialty ,Article Subject ,medicine.medical_treatment ,Database analysis ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Radiology, Nuclear Medicine and imaging ,RC254-282 ,Survival analysis ,Tumor size ,Proportional hazards model ,business.industry ,Soft tissue sarcoma ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,Perioperative ,medicine.disease ,Surgery ,Cancer registry ,Radiation therapy ,030104 developmental biology ,Oncology ,030220 oncology & carcinogenesis ,business ,Research Article - Abstract
Background. Standard therapy for localized soft tissue sarcoma (STS) is wide, limb-sparing resection. For intermediate- or high-grade tumors, (neo)adjuvant therapies are frequently added to the treatment plan. In this study, data from a Dutch nationwide database are used to (1) assess whether perioperative management of STS follows ESMO guidelines, (2) characterize prognostic factors for overall survival (OS), and (3) assess the association between perioperative treatment and survival. Methods. All intermediate- or high-grade, localized STS cases, who have undergone surgery and diagnosed between 2000 and 2017, were identified in the Netherlands Cancer Registry (NCR) database. Variables with demographic, treatment, and survival data were obtained. Survival curves were estimated by Kaplan–Meier’s method, and the effect of prognostic factors on OS was assessed in a multivariable Cox regression analysis. Results. A total of 4957 patients were identified. There were slightly more males (54.7%). Median age at diagnosis was 64 years, and 53.6% of the tumors were located in the extremities. Radiotherapy (RT) was administered to 2481 (50.1%) patients, and 252 (5.1%) patients were treated with perioperative systemic chemotherapy. The total use of perioperative RT did not significantly change in the last 20 years, but the timing followed clinical guidelines: preoperative RT increased significantly (2000–2008: 3.7%, 2009–2017: 22.3%; p < 0.001 ), whereas the use of postoperative RT diminished (2000–2008: 45.9%, 2009–2017: 26.1%; p < 0.001 ). The use of perioperative chemotherapy slightly decreased (2000–2008: 5.9%, 2009–2017: 4.4%; p = 0.015). 5-year OS was 59.6% (95% CI: 58.2–61.0). Sex, age, year of diagnosis, tumor location, tumor size, histological grade, depth, histological subtype, surgical margins, and the use of perioperative RT were identified as independent predictors for OS. Conclusion. Preoperative RT is gradually replacing postoperative RT for localized STS in the Netherlands. The use of perioperative chemotherapy is rare and has slightly decreased in recent years. Identified baseline characteristics and treatment factors predicting OS may aid in future treatment decisions.
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- 2021
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21. Corrigendum to ‘Age-related differences of oncological outcomes in primary extremity soft tissue sarcoma: a multistate model including 6260 patients’ [Eur J Cancer 141 (2020) 128-136]
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Ibtissam Acem, Cornelis Verhoef, Anja J. Rueten-Budde, Dirk J. Grünhagen, Winan J. van Houdt, Michiel A.J. van de Sande, Will Aston, Han Bonenkamp, Ingrid M.E. Desar, Peter C. Ferguson, Marta Fiocco, Hans Gelderblom, Robert J. van Ginkel, Winette van der Graaf, Anthony M. Griffin, Rick L. Haas, Jos A. van der Hage, Andrew J. Hayes, Lee M. Jeys, Johnny Keller, Minna K. Laitinen, Andreas Leithner, Katja Maretty-Kongstad, Toshifumi Ozaki, Rob Pollock, Veroniek M. van Praag, Myles J. Smith, Maria A. Smolle, Emelie Styring, Joanna Szkandera, Kazuhiro Tanaka, Per-Ulf Tunn, Madeleine Willegger, Reinard Windhager, Jay S. Wunder, and Olga Zaikova
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Cancer Research ,Oncology - Published
- 2022
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22. Value of the Sentinel Node Procedure in Pediatric Extremity Rhabdomyosarcoma: A Systematic Review and Retrospective Cohort Study
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Bernadette Jeremiasse, Barry L. Shulkin, Johannes H. M. Merks, Marc H. W. A. Wijnen, Marta Fiocco, Monique G.G. Hobbelink, Alida F. W. van der Steeg, Cecilia E.J. Terwisscha van Scheltinga, and J. Godzinski
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medicine.medical_specialty ,MEDLINE ,03 medical and health sciences ,0302 clinical medicine ,030225 pediatrics ,Rhabdomyosarcoma ,medicine ,Humans ,SNP ,Sampling (medicine) ,Child ,Lymph node ,Neoplasm Staging ,Retrospective Studies ,Sentinel Lymph Node Biopsy ,business.industry ,Extremities ,Retrospective cohort study ,Sentinel node ,medicine.disease ,medicine.anatomical_structure ,Oncology ,Pediatric Oncology ,030220 oncology & carcinogenesis ,Radiological weapon ,Lymph Node Excision ,Surgery ,Lymph Nodes ,Radiology ,Sentinel Lymph Node ,business - Abstract
Background Our aim is to show whether the sentinel node procedure (SNP) is recommendable for pediatric patients with extremity rhabdomyosarcoma (RMS). Lymph node metastases are an important prognostic factor in pediatric patients with extremity RMS. Accurate nodal staging is necessary to treat the patient accordingly. An alternative to the current recommended lymph node sampling is the sentinel node procedure (SNP). Methods A systematic review was performed summarizing all published cases of SNP in addition to 13 cases from our hospital and 8 cases from two other hospitals that have not been published before. Results For all patients (n = 55), at least one SLN was identified, but the SNP technique used was not uniform. The SNP changed the nodal classification of eight patients (17.0%) and had a false-negative rate of 10.5%. Conclusions The SNP is recommendable for pediatric patients with extremity RMS. It can change lymph node status and can be used to sample patients in a more targeted way than nodal sampling alone. Therefore, we recommend use of the SNP in addition to clinical and radiological nodal assessment for pediatric patients with extremity RMS.
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- 2021
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23. Smell and taste function in childhood cancer patients: a feasibility study
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Mirjam van den Brink, Wim J. E. Tissing, Marta Fiocco, Britt van Belkom, Irene IJpma, Remco C. Havermans, Guided Treatment in Optimal Selected Cancer Patients (GUTS), RS: FSE UCV, FSE Campus Venlo, and RS: FSE UCV Program - 1 - Lijn 3: Het Consumerende individu
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Male ,Taste ,medicine.medical_specialty ,Adolescent ,Childhood cancer ,CHILDREN ,Gastroenterology ,Olfaction Disorders ,Taste Disorders ,03 medical and health sciences ,0302 clinical medicine ,Cancer Survivors ,PARENTS ,stomatognathic system ,Neoplasms ,Internal medicine ,medicine ,Humans ,Chemotherapy ,In patient ,030212 general & internal medicine ,Child ,Lingual papilla ,QUANTITATIVE ASSESSMENT ,business.industry ,ODOR IDENTIFICATION ,Significant difference ,PAPILLAE ,Cancer ,MALNUTRITION ,medicine.disease ,Smell ,Oncology ,DISCRIMINATION ,Case-Control Studies ,030220 oncology & carcinogenesis ,Feasibility Studies ,Taste function ,Smell function ,Original Article ,Female ,business - Abstract
Purpose Chemotherapy can affect smell and taste function. This has never been investigated in childhood cancer patients during chemotherapy. The objective of this study was to determine whether psychophysical smell and taste tests are suitable for children with cancer. Taste and smell function, fungiform papillae density, and eating behavior were measured before (T1) and after (T2) a cycle of chemotherapy and compared with healthy controls. Methods Thirty-one childhood cancer patients treated for a hematological, solid, or brain malignancy (median age 12 years, 16 girls), and 24 healthy controls (median age: 11 years, 10 girls) participated. Smell function was measured using Sniffin’ Sticks, including a threshold, discrimination, and identification test. Taste Strips were used to determine recognition thresholds for sweet, sour, salty, and bitter taste. Papillae density was investigated by counting the fungiform papillae of the anterior tongue. Eating behavior was assessed using the Behavioral Pediatrics Feeding Assessment Scale (BPFAS). Results Smell and taste function could be investigated in more than 90% of the patients, while fungiform papillae density could be determined in 61% of the patients. A significant difference in smell threshold was found between patients and controls (p = 0.001), showing lower thresholds in patients. In patients, sweet taste (p p = 0.028), and total taste function (p = 0.004) were significantly different after a cycle of chemotherapy, with higher scores at T2. Conclusion The assessment of smell, taste, and fungiform papillae density is feasible in children with cancer. Results of the current study suggest that smell and taste sensitivity increased in children with cancer.
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- 2020
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24. Density of the mandibular ramus (cancellous:cortical bone volume ratio) as a predictor of the lingual fracture pattern in bilateral sagittal split osteotomy
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H.K.T. de Jonge, Jop P. Verweij, J.P.R. van Merkesteyn, J.G. van der Hee, Gertjan Mensink, and Marta Fiocco
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medicine.medical_treatment ,Sagittal split osteotomy ,Volumetric ,Mandibular angle ,Osteotomy ,Orthognathic ,Computed tomographic ,03 medical and health sciences ,0302 clinical medicine ,stomatognathic system ,medicine ,Orthodontics ,business.industry ,030206 dentistry ,stomatognathic diseases ,Fracture ,medicine.anatomical_structure ,Otorhinolaryngology ,Cone beam ,030220 oncology & carcinogenesis ,Fracture (geology) ,Sagittal split ,Surgery ,Cortical bone ,Oral Surgery ,business ,human activities ,Cancellous bone ,Mandibular ramus - Abstract
The aim of this retrospective cohort study was to evaluate the relative amount of cancellous bone in the mandibular ramus as a predictor of lingual fracture patterns after bilateral sagittal split osteotomy (BSSO). The study including 78 consecutive patients (156 osteotomy sites). In preoperative cone-beam computed tomographic (CT) scans, the volumes of cancellous and cortical bone in the BSSO surgical field were estimated. Patients were divided into two groups based on the cancellous:cortical bone ratio. We studied postoperative cone-beam CT scans for lingual fracture lines and subcategorised them according to the lingual split scale (LSS). Generalised linear mixed models (GLMM) were estimated to evaluate the association between the cancellous:cortical bone ratio and the lingual fracture pattern. There was a significant association between the cancellous:cortical bone ratio of the mandibular angle and the lingual fracture pattern after BSSO. Mandibular angles with a relatively small amount of cancellous bone showed significantly more LSS3 fracture lines (OR = 1.990, 95%CI 1.043 to 3.796, p = 0.043). These mandibular angles also showed more unfavourable fractures (LSS4), although this was not significant (OR = 2.352, 95%CI 0.748 to 7.392, p = 0.143). The relative amount of cancellous bone in the mandibular angle is significantly associated with the lingual fracture line after BSSO. (C) 2020 The British Association of Oral and Maxillofacial Surgeons. Published by Elsevier Ltd. All rights reserved.
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- 2020
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25. Axial cortical involvement of metastatic lesions to identify impending femoral fractures; a clinical validation study
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A. Snyers, P. D. S. Dijkstra, Marta Fiocco, A. Slot, Y.M. van der Linden, C. W. P. G. van der Wal, Florieke Eggermont, Herman M. Kroon, O. Ayu, Esther Tanck, Nico Verdonschot, Tom Rozema, and Biomechanical Engineering
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medicine.medical_specialty ,Validation study ,Radiograph ,Metastatic lesions ,Survival ,Radiography ,medicine.medical_treatment ,030218 nuclear medicine & medical imaging ,03 medical and health sciences ,All institutes and research themes of the Radboud University Medical Center ,0302 clinical medicine ,Risk Factors ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Femur ,Prospective Studies ,Prospective cohort study ,Retrospective Studies ,business.industry ,Bone metastases ,Pathological fracture ,22/2 OA procedure ,Reproducibility of Results ,Hematology ,Femoral fracture ,medicine.disease ,Predictive value ,Women's cancers Radboud Institute for Health Sciences [Radboudumc 17] ,Reconstructive and regenerative medicine Radboud Institute for Health Sciences [Radboudumc 10] ,Radiation therapy ,Fractures, Spontaneous ,Oncology ,030220 oncology & carcinogenesis ,Radiology ,business ,Femoral Fractures - Abstract
Background and purpose: Patients with advanced cancer may develop painful bone metastases, potentially resulting in pathological fractures. Adequate fracture risk assessment is of key importance to prevent fracturing and maintain mobility. This study aims to validate the clinical reliability of axial cortical involvement with a 30 mm threshold on conventional radiographs to assess fracture risk in femoral bone metastases.Materials and methods: All patients with bone metastases who received radiotherapy for pain included in two multicentre prospective studies were selected. Conventional radiographs obtained at a maximum of two months prior to radiotherapy were collected. Three experts independently measured lesions and scored radiographic characteristics. Sensitivity, specificity, positive (PPV) and negative predictive value (NPV) were calculated.Results: Hundred patients were included with a median follow-up of 23.0 months (95%CI: 10.6-35.5). Two fractures occurred in lesions with axial cortical involvement = 30 mm. Sensitivity, specificity, PPV and NPV of axial cortical involvement for predicting femoral fractures were 86%, 50%, 20% and 96%, respectively. Patients with lesions >= 30 mm had a 5.3 times higher fracture risk than patients with smaller lesions.Conclusion: Our validation study confirmed the use of 30 mm axial cortical involvement to assess fracture risk in femoral bone metastases. Until a more accurate and practically feasible method has been developed, this clinical parameter remains an easy method to assess femoral fracture risk to aid patients and clinicians to choose the optimal individual treatment modality. (C) 2019 Elsevier B.V. All rights reserved.
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- 2020
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26. Urinary 3-Methoxytyramine Is a Biomarker for MYC Activity in Patients With Neuroblastoma
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Iedan R. N. Verly, Yvette A. H. Matser, René Leen, Rutger Meinsma, Marta Fiocco, Jan Koster, Richard Volckmann, Dilara Savci-Heijink, Giuliana Cangemi, Sebastiano Barco, Linda J. Valentijn, Godelieve A. M. Tytgat, André B. P. van Kuilenburg, CCA -Cancer Center Amsterdam, Laboratory Genetic Metabolic Diseases, AII - Cancer immunology, AGEM - Amsterdam Gastroenterology Endocrinology Metabolism, Oncogenomics, CCA - Cancer Treatment and Quality of Life, Paediatric Oncology, and CCA - Imaging and biomarkers
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N-Myc Proto-Oncogene Protein ,Neuroblastoma ,Cancer Research ,Oncology ,Dopamine ,Biomarkers, Tumor ,Humans ,Prospective Studies ,Retrospective Studies - Abstract
PURPOSE Elevated urinary 3-methoxytyramine (3MT) level at diagnosis was recently put forward as independent risk factor for poor prognosis in neuroblastoma. Here, we investigated the biologic basis underlying the putative association between elevated 3MT levels and poor prognosis. METHODS Urinary 3MT levels and prognosis were investigated in both retrospective Italian (N = 90) and prospective Dutch (N = 95) cohorts. From the Dutch Cancer Oncology Group cohort (N = 122), patients with available urinary 3MT and gene expression data (n = 90) were used to generate a 3MT gene signature. The 3MT gene signature score was then used to predict survival outcome in the Children's Oncology Group (N = 247) and German Pediatric Oncology Group (N = 498) cohorts and compared with other known gene signatures. Immunohistochemistry of MYCN and dopamine β-hydroxylase proteins was performed on primary tumors. RESULTS Elevated urinary 3MT levels were associated with poor prognosis in a retrospective cohort and a prospective cohort. Moreover, elevated urinary 3MT levels were associated with eight differentially expressed genes, providing a 3MT gene signature that successfully predicted poor clinical outcome. Even among low-risk patients, high 3MT signature score was associated with poor 5-year overall survival (72% v 99% among low-risk patients with a low 3MT signature score), and the 3MT signature score was correlated with MYC activity in the tumor (R = 82%, P < .0001). Finally, a strong MYCN and weak dopamine β-hydroxylase staining of tumors derived from patients with elevated urinary 3MT levels was observed, linking MYC activity in the tumor to both catecholamine biosynthesis and elevated urinary 3MT levels. CONCLUSION Elevated urinary 3MT is a promising biomarker for poor prognosis and reflects increased MYC activity in the tumor. Therefore, urinary 3MT levels should be measured at diagnosis and may assist in assessing risk.
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- 2022
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27. Identifying complex patients using Adjusted Clinical Groups risk stratification tool
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Shelley-Ann M, Girwar, Jozefine C, Verloop, Marta, Fiocco, Stephen P, Sutch, Mattijs E, Numans, and Marc A, Bruijnzeels
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Cross-Sectional Studies ,Electronic Health Records ,Humans ,Risk Assessment ,Retrospective Studies - Abstract
To produce an efficient and practically implementable method, based on primary care data exclusively, to identify patients with complex care needs who have problems in several health domains and are experiencing a mismatch of care. The Johns Hopkins ACG System was explored as a tool for identification, using its Aggregated Diagnosis Group (ADG) categories.Retrospective cross-sectional study using general practitioners' electronic health records combined with hospital data.A prediction model for patients with complex care needs was developed using a primary care population of 105,345 individuals. Dependent variables in the model included age, sex, and the 32 ADGs. The prediction model was externally validated on 30,793 primary care patients. Discrimination and calibrations were assessed by computing C statistics and by visual inspection of the calibration plot, respectively.Our model was able to discriminate very well between complex and noncomplex patients (C statistic = 0.9; 95% CI, 0.88-0.92), whereas the calibration plot suggests that the model provides overestimates of complex patients.With this study, the ACG System has proven to be a useful tool in the identification of patients with complex care needs in primary care, opening up possibilities for tailored interventions of care management for this complex group of patients. Utilizing ADGs, the prediction model that we developed had a very good discriminatory ability to identify those complex patients. However, the calibrating ability of the model still needs improvement.
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- 2022
28. Prediction models with survival data: a comparison between machine learning and the Cox proportional hazards model
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Audinga-Dea Hazewinkel, Hans Gelderblom, and Marta Fiocco
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Recent years have seen increased interest in using machine learning (ML) methods for survival prediction, chiefly using big datasets with mixed datatypes and/or many predictors Model comparisons have frequently been limited to performance measure evaluation, with the chosen measure often suboptimal for assessing survival predictive performance. We investigated ML model performance in an application to osteosarcoma data from the EURAMOS-1 clinical trial (NCT00134030). We compared the performance of survival neural networks (SNN), random survival forests (RSF) and the Cox proportional hazards model. Three performance measures suitable for assessing survival model predictive performance were considered: the C-index, and the time-dependent Brier and Kullback-Leibler scores. Comparisons were also made on predictor importance and patient-specific survival predictions. Additionally, the effect of ML model hyper-parameters on performance was investigated. All three models had comparable performance as assessed by the C-index and Brier and Kullback-Leibler scores, with the Cox model and SNN also comparable in terms of relative predictor importance and patient-specific survival predictions. RSFs showed a tendency for according less importance to predictors with uneven class distributions and predicting clustered survival curves, the latter a result of tuning hyperparameters that influence forest shape through restrictions on terminal node size and tree depth. SNNs were comparatively more sensitive to hyperparameter misspecification, with decreased regularization resulting in inconsistent predicted survival probabilities. We caution against using RSF for predicting patient-specific survival, as standard model tuning practices may result in aggregated predictions, which is not reflected in performance measure values, and recommend performing multiple reruns of SNNs to verify prediction consistency.
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- 2022
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29. CATERPILLAR-study protocol: an assessor-blinded randomised controlled trial comparing taurolidine-citrate-heparin to heparin-only lock solutions for the prevention of central line-associated bloodstream infections in paediatric oncology patients
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Ceder Hildegard van den Bosch, Yvette Loeffen, Alida F W van der Steeg, Jan-Tom T van der Bruggen, Florine N J Frakking, Marta Fiocco, Cornelis P van de Ven, Marc H W A Wijnen, and Marianne D van de Wetering
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General Medicine - Abstract
IntroductionThe efficacy of taurolidine containing lock solutions for the prevention of central line-associated bloodstream infections (CLABSI) in paediatric oncology patients is still unknown. If the taurolidine-citrate-heparin lock appears to decrease the incidence of CLABSIs, we hope to increase the quality of life of children with cancer by subsequently reducing the central venous access device (CVAD)-removal rates, dispense of antibiotics, hospital admissions and incidence of severe sepsis resulting in intensive care unit admission.Methods and analysisThis assessor-blinded randomised controlled trial including 462 patients was designed to compare the taurolidine-citrate-heparin lock to the heparin-only lock for the prevention of CLABSIs in paediatric oncology patients. Patients receiving their first CVAD at the Princess Máxima Centre for Paediatric Oncology, Utrecht, the Netherlands, are eligible for inclusion. The primary outcome of this study is the incidence of first CLABSIs from CVAD insertion until the end of the study, maximum follow-up of 90 days. An intention-to-treat and a per-protocol analysis will be performed. An interim analysis will be performed after the inclusion of 50% of the patients. The results of the interim analysis and overall conduct of the trial will be discussed by a data safety monitoring board.Ethics and disseminationThe medical ethics committee NedMec, Utrecht, the Netherlands, has approved this research (number 20/370). Written informed consent for participation in this trial and publication of the trial data is obtained from all patients and/or their parents/guardians. The results of this trial will be published in a peer-reviewed journal and the data will be made available on reasonable request after publication of the main results manuscript.Trial registration numbersNTR6688;NCT05740150.
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- 2023
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30. Modifiable Risk Factors Are Associated with Reduced Bone Mineral Density and Fractures in a National Cohort of 2,003 Dutch Childhood Cancer Survivors
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Demi T.C. de Winter, Jenneke E. Van Atteveld, Vincent G. Pluimakers, Marta Fiocco, Rutger A.J. Nievelstein, Monique G.G. Hobbelink, Andrica C.H. de Vries, Jacqueline J. Loonen, Eline Van Dulmen-den Broeder, Helena J. van der Pal, Saskia M.F. Pluijm, Leontien C.M. Kremer, Cécile M. Ronckers, Margriet van der Heiden-van der Loo, Birgitta Versluys, Marloes Louwerens, Dorine Bresters, Hanneke M. van Santen, Daniel S. Olsson, Imo Hoefer, Sjoerd A.A. van den Berg, Jaap den Hartogh, Wim J.E. Tissing, Sebastian J.C.M.M. Neggers, and Marry M. van den Heuvel-Eibrink
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Immunology ,Cell Biology ,Hematology ,Biochemistry - Published
- 2022
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31. Hydrocortisone or Placebo to Reduce Dexamethasone-Induced Neurobehavioral Side Effects: Results of a Phase 3 National, Double-Blind, Placebo-Controlled Randomized Trial with Crossover Design
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Annelienke M. van Hulst, Erica L.T. van den Akker, Emma J. Verwaaijen, Marta Fiocco, Niki Rensen, Raphaële R.L. van Litsenburg, Saskia M.F. Pluijm, C. Michel Zwaan, Hanneke M. Van Santen, Rob Pieters, Andrea W.M. Evers, Martha A. Grootenhuis, and Marry M. van den Heuvel-Eibrink
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Immunology ,Cell Biology ,Hematology ,Biochemistry - Published
- 2022
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32. Dutch ALL11 Study: Improved Outcome for Acute Lymphoblastic Leukemia By Prolonging Therapy for IKZF1 Deletion and Decreasing Therapy for ETV6::RUNX1, Down Syndrome and Prednisone Poor Responders
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Rob Pieters, Hester A. De Groot-Kruseman, Femke Verwer, Merian van Overveld, Edwin Sonneveld, Marta Fiocco, Vincent H.J. van der Velden, Berna Beverloo, Marc Bierings, Valerie De Haas, Peter M. Hoogerbrugge, Inge M. Van Der Sluis, Wim J.E. Tissing, Margreet Veening, Judith M. Boer, and Monique L. den Boer
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Immunology ,Cell Biology ,Hematology ,Biochemistry - Published
- 2022
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33. Validation of a Modified Bedside Pediatric Early Warning System Score for Detection of Clinical Deterioration in Hospitalized Pediatric Oncology Patients: A Prospective Cohort Study
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Marijn Soeteman, Teus Kappen, Martine van Engelen, Maartje Marcelis, Ellen Kilsdonk, Marry van den Heuvel-Eibrink, Edward Nieuwenhuis, Wim Tissing, Marta Fiocco, and Roelie Wösten-van Asperen
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History ,Polymers and Plastics ,Business and International Management ,Industrial and Manufacturing Engineering - Published
- 2022
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34. A model-based radiostereometric analysis (RSA) randomized control trial evaluating the stability of the cementless Taperloc hip stem: the TapHip study
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Ruben Y, Kok, Lennard A, Koster, Bart L, Kaptein, Marta, Fiocco, and Stefan B, Keizer
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Arthroplasty, Replacement, Hip ,Humans ,Femur ,Hip Prosthesis ,Prospective Studies ,Prosthesis Design ,Radiostereometric Analysis ,Follow-Up Studies ,Prosthesis Failure - Abstract
Background and purpose - The Taperloc Complete hip is the successor of the Taperloc hip, aiming to increase range of motion and optimizing femoral fit with intermediate stem sizes. We evaluated whether these design changes affect fixation, and this RSA study compares 2-year migration. Patients and methods - In this prospective, multi-arm study, 100 patients were randomized to cementless total hip arthroplasty (THA) with Taperloc Complete full profile (TCFP), Taperloc Complete reduced distal (TCRD), Taperloc full profile (TFP), or Taperloc reduced distal (TRD). Migration was measured with model-based RSA postoperatively, and after 3, 12, and 24 months. Results - Results based on mixed-model analysis on 2-year postoperative RSA data from 74 patients showed similar subsidence (mm) in the first 3 months (mean [95% CI] TCFP 0.44 [0.20-0.69], TCRD 0.91 [0.40-1.42], TFP 0.71 [0.22-1.19], TRD 1.25 [0.58-1.91]) and stabilization afterwards. The TCFP showed statistically significantly less retroversion (°) at 2-year postoperatively compared with TFP and TCRD (mean [95% CI] TCFP: -0.13 [-0.64 to 0.38], TCRD: 0.84 [0.35-1.33], TFP: 0.56 [0.12-1.00], TRD: 0.37 [-0.35 to 1.09]). Interpretation - As expected in successful cementless THA, RSA shows stabilization after initial subsidence. Based on these results the Taperloc Complete stem is expected to have similar long-term fixation to the Taperloc stems. The reduced distal groups have larger, but statistically non-significant, initial migration compared with the TCFP group, which could be due to implantation in Dorr B, C femur types. It may be important to consider the femur shape for choosing a full profile or reduced distal stem to minimize migration.
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- 2021
35. Thyroid Profile in the First Three Months after Starting Treatment in Children with Newly Diagnosed Cancer
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Chantal A. Lebbink, Cor van den Bos, Miranda P. Dierselhuis, Marta Fiocco, Annemarie A. Verrijn Stuart, Eef G. W. M. Lentjes, Sabine L. A. Plasschaert, Wim J. E. Tissing, Hanneke M. van Santen, and Guided Treatment in Optimal Selected Cancer Patients (GUTS)
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Cancer Research ,pediatrics ,Oncology ,thyroid dysfunction ,childhood cancer treatment - Abstract
Background: Thyroid hormone anomalies during childhood might affect neurological development, school performance and quality of life, as well as daily energy, growth, body mass index and bone development. Thyroid dysfunction (hypo- or hyperthyroidism) may occur during childhood cancer treatment, although its prevalence is unknown. The thyroid profile may also change as a form of adaptation during illness, which is called euthyroid sick syndrome (ESS). In children with central hypothyroidism, a decline in FT4 of >20% has been shown to be clinically relevant. We aimed to quantify the percentage, severity and risk factors of a changing thyroid profile in the first three months of childhood cancer treatment. Methods: In 284 children with newly diagnosed cancer, a prospective evaluation of the thyroid profile was performed at diagnosis and three months after starting treatment. Results: Subclinical hypothyroidism was found in 8.2% and 2.9% of children and subclinical hyperthyroidism in 3.6% and in 0.7% of children at diagnosis and after three months, respectively. ESS was present in 1.5% of children after three months. In 28% of children, FT4 concentration decreased by ≥20%. Conclusions: Children with cancer are at low risk of developing hypo- or hyperthyroidism in the first three months after starting treatment but may develop a significant decline in FT4 concentrations. Future studies are needed to investigate the clinical consequences thereof.
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- 2023
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36. Correction to: [18F]mFBG PET‑CT for detection and localisation of neuroblastoma: a prospective pilot study
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Atia Samim, Thomas Blom, Alex J. Poot, Albert D. Windhorst, Marta Fiocco, Nelleke Tolboom, Arthur J. A. T. Braat, Sebastiaan L. Meyer Viol, Rob van Rooij, Max M. van Noesel, Marnix G. E. H. Lam, Godelieve A. M. Tytgat, and Bart de Keizer
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Radiology, Nuclear Medicine and imaging ,General Medicine - Published
- 2023
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37. Accelerated Partial Breast Irradiation Using External Beam or Intraoperative Electron Radiation Therapy: 5-Year Oncological Outcomes of a Prospective Cohort Study
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Daphne H.M. Jacobs, Mirjam E. Mast, Nanda Horeweg, Gabrielle Speijer, Anna L. Petoukhova, Marieke Straver, Emile G. Coerkamp, Hans-Marten Hazelbag, Jos Merkus, Ellen M.A. Roeloffzen, Lida G. Zwanenburg, Joost van der Sijp, Marta Fiocco, Corrie A.M. Marijnen, and Peter C.M. Koper
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Cancer Research ,Radiation ,Brachytherapy ,Breast Neoplasms ,Electrons ,Mastectomy, Segmental ,Cohort Studies ,Carcinoma, Intraductal, Noninfiltrating ,Oncology ,Humans ,Radiology, Nuclear Medicine and imaging ,Female ,Prospective Studies ,Neoplasm Recurrence, Local - Abstract
Purpose: To evaluate the ipsilateral breast tumor recurrence (IBTR) after 2 accelerated partial breast irradiation (APBI) techniques (intraoperative electron radiation therapy [IOERT] and external beam APBI [EB-APBI]) in patients with early-stage breast cancer.Methods and Materials: Between 2011 and 2016, women >= 60 years of age with breast carcinoma or Ductal Carcinoma In Situ (DCIS) of
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- 2021
38. A Study on Prevalence and Determinants of Ototoxicity During Treatment of Childhood Cancer (SOUND): Protocol for a Prospective Study (Preprint)
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Franciscus A Diepstraten, Annelot JM Meijer, Martine van Grotel, Sabine LA Plasschaert, Alexander E Hoetink, Marta Fiocco, Geert O Janssens, Robert J Stokroos, and Marry M van den Heuvel-Eibrink
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BACKGROUND Some children with central nervous system (CNS) and solid tumors are at risk to develop ototoxicity during treatment. Up to now, several risk factors have been identified that may contribute to ototoxicity, such as platinum derivates, cranial irradiation, and brain surgery. Comedication, like antibiotics and diuretics, is known to enhance ototoxicity, but their independent influence has not been investigated in childhood cancer patients. Recommendations for hearing loss screening are missing or vary highly across treatment protocols. Additionally, adherence to existing screening guidelines is not always optimal. Currently, knowledge is lacking on the prevalence of ototoxicity. OBJECTIVE The aim of the Study on Prevalence and Determinants of Ototoxicity During Treatment of Childhood Cancer (SOUND) is to determine the feasibility of audiological testing and to determine the prevalence and determinants of ototoxicity during treatment for childhood cancer in a national cohort of patients with solid and CNS tumors. METHODS The SOUND study is a prospective cohort study in the national childhood cancer center in the Netherlands. The study aims to include all children aged 0 to 19 years with a newly diagnosed CNS or solid tumor. Part of these patients will get audiological examination as part of their standard of care (stratum 1). Patients in which audiological examination is not the standard of care will be invited for inclusion in stratum 2. Age-dependent audiological assessments will be pursued before the start of treatment and within 3 months after the end of treatment. Apart from hearing loss, we will investigate the feasibility to screen patients for tinnitus and vertigo prevalence after cancer treatment. This study will also determine the independent contribution of antibiotics and diuretics on ototoxicity. RESULTS This study was approved by the Medical Research Ethics Committee Utrecht (Identifier 20-417/M). Currently, we are in the process of recruitment for this study. CONCLUSIONS The SOUND study will raise awareness about the presence of ototoxicity during the treatment of children with CNS or solid tumors. It will give insight into the prevalence and independent clinical and cotreatment-related determinants of ototoxicity. This is important for the identification of future high-risk patients. Thereby, the study will provide a basis for the selection of patients who will benefit from innovative otoprotective intervention trials during childhood cancer treatment that are currently being prepared. CLINICALTRIAL Netherlands Trial Register NL8881; https://www.trialregister.nl/trial/8881 INTERNATIONAL REGISTERED REPORT DERR1-10.2196/34297
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- 2021
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39. Body composition of patients with neuroblastoma using computed tomography
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Wim J. E. Tissing, Rutger A.J. Nievelstein, Irene IJpma, Marta Fiocco, Maarten H. Lequin, and Guided Treatment in Optimal Selected Cancer Patients (GUTS)
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Adult ,Population ,Adipose tissue ,Computed tomography ,neuroblastoma ,Neuroblastoma ,Humans ,Medicine ,Child ,Muscle, Skeletal ,education ,Retrospective Studies ,body composition ,education.field_of_study ,Lumbar Vertebrae ,medicine.diagnostic_test ,business.industry ,Cancer ,Skeletal muscle ,computed tomography ,Retrospective cohort study ,Hematology ,medicine.disease ,Pediatric cancer ,pediatric cancer ,medicine.anatomical_structure ,Oncology ,Pediatrics, Perinatology and Child Health ,Tomography, X-Ray Computed ,business ,Nuclear medicine - Abstract
Background: Computed tomography (CT) is often used to investigate muscle and fat mass in adult patients with cancer. However, this method has rarely been used in the pediatric cancer population. The present retrospective study aimed to investigate changes in body composition using CT during treatment in children with neuroblastoma.Procedure: CT images of 29 patients with high-risk neuroblastoma were retrospectively analyzed at diagnosis and longitudinally during treatment. The cross-sectional area of skeletal muscle, intermuscular adipose tissue (IMAT), visceral adipose tissue (VAT), and subcutaneous adipose tissue (SAT) and skeletal muscle density at the level of the third lumbar vertebra were examined. To correct for height, cross-sectional areas were divided by height in meters squared. A linear mixed model was estimated to investigate changes in body composition over time.Results: A small increase in skeletal muscle (p =.029), skeletal muscle density (p =.002), and IMAT (p Conclusions: CT scans obtained during standard care provide insight into the direction and timing of changes in skeletal muscle and different types of adipose tissue in childhood cancer patients. Future research is needed regarding the consequences of the rapid increase of VAT and SAT early during treatment.
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- 2021
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40. Dexamethasone-Induced Sarcopenia and Physical Frailty in Children With Acute Lymphoblastic Leukemia: Protocol for a Prospective Cohort Study (Preprint)
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Emma Jacobine Verwaaijen, Annelienke van Hulst, Marta Fiocco, Annelies Hartman, Martha Grootenhuis, Saskia Pluijm, Rob Pieters, Erica van den Akker, and Marry M van den Heuvel-Eibrink
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BACKGROUND During treatment for pediatric acute lymphoblastic leukemia (ALL), children receive high doses of dexamethasone for its apoptotic effect on leukemia cells; however, muscle atrophy is a well-known serious side effect. Muscle atrophy (loss of muscle mass) accompanied by a decreased muscle strength may lead to a generalized impaired skeletal muscle state called sarcopenia. Loss of muscle mass is also an indicator of physical frailty, which is defined as a state of increased vulnerability that is characterized by co-occurrence of low muscle mass, muscle weakness, fatigue, slow walking speed, and low physical activity. Both sarcopenia and physical frailty are related to an increased risk of infections, hospitalizations, and decreased survival in children with chronic diseases. OBJECTIVE This study aims to (1) estimate the occurrence of sarcopenia and physical frailty in children during ALL maintenance therapy, (2) evaluate the effect of administering dexamethasone, and (3) explore determinants associated with these outcomes. METHODS This prospective study is being pursued within the framework of the DexaDays-2 study: a randomized controlled trial on neurobehavioral side effects in pediatric patients with ALL. A total of 105 children (3-18 years) undergoing ALL maintenance treatment at the Princess Máxima Center for Pediatric Oncology are included in this study. Sarcopenia/frailty assessments are performed before and just after a 5-day dexamethasone course. A subset of 50 children participating in the DexaDays-2 trial because of severe dexamethasone-induced neurobehavioral problems were assessed at 3 additional timepoints. The sarcopenia/frailty assessment consists of bioimpedance analysis (skeletal muscle mass [SMM]), handheld dynamometry (handgrip strength), Pediatric Quality of Life Inventory Multidimensional Fatigue Scale (fatigue), Timed Up and Go Test (TUG; walking speed), and physical activity questionnaires. To evaluate potential change in sarcopenia/frailty components after a 5-day dexamethasone administration, a paired Student t test or Mann-Whitney U test will be used. Because of the presence of repeated measurements, generalized linear mixed models will be used to estimate the effect of dexamethasone on sarcopenia and frailty outcomes. Multivariable regression models will be estimated to investigate associations between the assessment scores and patient and treatment-related factors. RESULTS Patient accrual started in 2018 and was finalized in spring 2021. From autumn 2021 onward final data analyses will be performed. CONCLUSIONS This first study combining parameters of sarcopenia and physical frailty is of importance because these conditions can seriously complicate continuation of ALL therapy, independence in physical functioning, reaching motor milestones, and participating in daily life activities. The results will provide knowledge about these complications, the association between dexamethasone treatment and muscle loss and other components of frailty, and therefore insights into the severity of this side effect. By exploring potential determinants that may be associated with sarcopenia and physical frailty, we may be able to identify children at risk at an earlier stage and provide timely interventions. INTERNATIONAL REGISTERED REPORT DERR1-10.2196/33517
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- 2021
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41. End-of-Life Trajectories of Patients With Hematological Malignancies and Patients With Advanced Solid Tumors Visiting the Emergency Department: The Need for a Proactive Integrated Care Approach
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Ellen J M de Nijs, Marta Fiocco, Yvette M. van der Linden, Corrie A.M. Marijnen, Nanda Horeweg, Claudia S Ootjers, Christian Heringhaus, Anne J Fogteloo, and Mary-Joanne Verhoef
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Adult ,Male ,medicine.medical_specialty ,Palliative care ,emergency department ,Disease ,Patient Care Planning ,Young Adult ,Neoplasms ,medicine ,cancer ,Humans ,Hospital Mortality ,Intensive care medicine ,end-of-life care ,Aged ,Netherlands ,Aged, 80 and over ,hematological malignancy ,Terminal Care ,palliative care ,business.industry ,Cancer ,Original Articles ,General Medicine ,Emergency department ,Middle Aged ,medicine.disease ,Integrated care ,supportive care ,Hematological malignancy ,Hematologic Neoplasms ,Quality of Life ,Female ,Emergency Service, Hospital ,business ,End-of-life care - Abstract
Purpose: Patients with hematological malignancies (HM) have more unpredictable disease trajectories compared to patients with advanced solid tumors (STs) and miss opportunities for a palliative care approach. They often undergo intensive disease-directed treatments until the end of life with frequent emergency department (ED) visits and in-hospital deaths. Insight into end-of-life trajectories and quality of end-of-life care can support arranging appropriate care according to patients’ wishes. Method: Mortality follow-back study to compare of end-of-life trajectories of HM and ST patients who died Results: We included 78 HM patients and 420 ST patients, with a median age of 63 years; 35% had Eastern Cooperative Oncology Group performance status 3-4. At the ED, common symptoms were dyspnea (22%), pain (18%), and fever (11%). After ED visit, 91% of HM patients versus 76% of ST patients were hospitalized ( P = .001). Median survival was 17 days (95% confidence interval [CI]: 15-19): 15 days in HM patients (95% CI: 10-20) versus 18 days in ST patients (95% CI: 15-21), P = .028. Compared to ST patients, HM patients more often died in hospital (68% vs 30%, P < .0001) and in the ICU or ED (30% vs 3%, P < .0001). Conclusion: Because end-of-life care is more aggressive in HM patients compared to ST patients, a proactive integrated care approach with early start of palliative care alongside curative care is warranted. Timely discussions with patients and family about advance care planning and end-of-life choices can avoid inappropriate care at the end of life.
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- 2019
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42. Single-Center Experience with Ifosfamide Monotherapy as Second-Line Treatment of Recurrent/Metastatic Osteosarcoma
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Hans Gelderblom, Judith V.M.G. Bovée, Arie J. Verschoor, Michiel A. J. van de Sande, Marta Fiocco, Frank M. Speetjens, and P. D. Sander Dijkstra
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0301 basic medicine ,Oncology ,Cancer Research ,medicine.medical_specialty ,Survival ,medicine.medical_treatment ,Bone Neoplasms ,Single Center ,Metastasis ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Antineoplastic Combined Chemotherapy Protocols ,medicine ,Chemotherapy ,Humans ,Ifosfamide ,Retrospective Studies ,Osteosarcoma ,Univariate analysis ,Performance status ,business.industry ,Sarcomas ,medicine.disease ,Log-rank test ,Regimen ,Treatment Outcome ,030104 developmental biology ,030220 oncology & carcinogenesis ,Neoplasm Recurrence, Local ,business ,medicine.drug - Abstract
Background The effectiveness of second‐line palliative chemotherapy in patients with recurrent/metastatic osteosarcoma is not well defined. Several small studies (6–19 patients) have reported on ifosfamide as second‐line treatment. In this study we report our single‐center experience with second‐line ifosfamide monotherapy in patients treated for recurrent/metastatic osteosarcoma. Methods A chart review was conducted of all patients with osteosarcoma treated with ifosfamide from 1978 until 2017. Until 1997 a 5 g/m2 regimen was used, and from 1997 onwards a 9 g/m2 regimen was used. Overall survival (OS) from start of ifosfamide was the primary endpoint. Progression‐free survival (PFS) from start of treatment was also studied. To assess difference in survival between groups the log rank test was applied. To investigate the effect of ifosfamide dose and World Health Organization performance status (PS) a Cox proportional hazard regression model was estimated. Results Sixty‐two patients were selected with recurrent/metastatic osteosarcoma treated with second‐line ifosfamide monotherapy (dose of 5 g/m2, n = 26; 9 g/m2, n = 36). OS was significantly better in univariate analysis for 9 g/m2 compared with 5 g/m2 (10.9 months [95% confidence interval (CI), 9.3–12.6] vs. 6.7 months [95% CI, 5.9–7.6], respectively) and for PS (median OS PS 0, 13.0 months [95% CI, 2.3–23.8]; PS 1, 8.2 months [95% CI, 5.4–11.1]; PS ≥2, 6.2 months [95% CI, 2.2–10.3]; and unknown PS, 5.4 months [95% CI, 2.2–8.5]). In multivariate analysis only PS showed a significant difference. No difference in PFS was found between 5 and 9 g/m2 ifosfamide treatment or PS. Conclusion This study suggests that ifosfamide is an effective second‐line treatment for patients with recurrent/metastatic osteosarcoma. Implications for Practice Ifosfamide monotherapy is commonly used as second‐line treatment in osteosarcoma, although large series to support this are lacking. This retrospective study reports overall and progression‐free survival for regimens with 5 g/m2 and with 9 g/m2. This study was unable to show a significant difference in survival between 5 and 9 g/m2 but showed an important impact of World Health Organization performance status on overall survival. This study sets a standard and reference for comparison with the multiple phase II studies under development., The effectiveness of second‐line palliative chemotherapy for recurrent or metastatic osteosarcoma has not been determined. This article reports the Leiden University Medical Center experience with ifosfamide monotherapy as palliative treatment in patients with osteosarcoma.
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- 2019
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43. Non-surgical treatment of adults with chronic diffuse sclerosing osteomyelitis/tendoperiostitis of the mandible
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Natasha M. Appelman-Dijkstra, J.P. Richard van Merkesteyn, Marta Fiocco, Marieke M. van de Meent, and Miranda J.M. Wetselaar-Glas
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Adult ,Male ,medicine.medical_specialty ,Referral ,Exacerbation ,Chronic tendoperiostitis ,Pain ,Mandible ,Disease ,Conservative Treatment ,Diffuse sclerosing osteomyelitis ,Periostitis ,Young Adult ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Humans ,Non-surgical therapy ,Medicine ,Mandibular Diseases ,Child ,Nonsteroidal ,Bone Density Conservation Agents ,Diphosphonates ,business.industry ,Occlusal Splints ,Osteomyelitis ,Non surgical treatment ,Bisphosphonates ,030206 dentistry ,Middle Aged ,Surgery ,Treatment Outcome ,Otorhinolaryngology ,chemistry ,Tendoperiostitis ,030220 oncology & carcinogenesis ,Chronic Disease ,Female ,Oral Surgery ,business - Abstract
Non-surgical therapy has proved to be effective in chronic diffuse sclerosing osteomyelitis (DSO) of the mandible in children. Therefore we aimed to investigate the effect of non-surgical therapy in adult DSO patients. We included consecutive patients with DSO who received non-surgical therapy in our center. They all received occlusal splint therapy, counselling about the disease, and/or physiotherapy by a specialised team. The use of analgesics, preferably nonsteroidal anti-inflammatory drugs, was advised for symptomatic control during periods of exacerbation. Sixteen patients (11/5 female/male) aged 39.9 ± 15.0 years with DSO of the mandible were included. The mean duration of symptoms was 39.7 ± 26.3 months before referral to our center. Patients were treated with a broad range of treatments before referral. All patients underwent non-surgical treatment. In 12 patients this led to remission. Four patients still had complaints after 12 months of non-surgical therapy and started with intravenous bisphosphonate therapy. In our center, DSO of the mandible was successfully treated with non-surgical therapy, despite a long duration before referral and extensive pre-treatment. Considering this high success rate, we recommend this non-surgical approach as the first treatment option for DSO of the mandible. In case of persistence, alternative treatments such as bisphosphonates should be explored.
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- 2019
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44. Denosumab in Patients With Fibrous Dysplasia Previously Treated With Bisphosphonates
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Neveen A. T. Hamdy, Natasha M. Appelman-Dijkstra, P. D. Sander Dijkstra, B.C.J. Majoor, Marta Fiocco, and Socrates E. Papapoulos
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0301 basic medicine ,medicine.medical_specialty ,Endocrinology, Diabetes and Metabolism ,Clinical Biochemistry ,Urology ,030209 endocrinology & metabolism ,Biochemistry ,Bone remodeling ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Internal medicine ,medicine ,Bone pain ,business.industry ,Fibrous dysplasia ,Biochemistry (medical) ,Retrospective cohort study ,medicine.disease ,Procollagen peptidase ,030104 developmental biology ,Denosumab ,Tolerability ,medicine.symptom ,business ,Cohort study ,medicine.drug - Abstract
Context Fibrous dysplasia/McCune-Albright syndrome (FD/MAS) is a rare bone disorder commonly treated with bisphosphonates, but clinical and biochemical responses may be incomplete. Objective To evaluate the efficacy and tolerability of the receptor activator of nuclear factor-κB ligand inhibitor denosumab in the treatment of patients with FD/MAS refractory to bisphosphonate therapy. Design Case series. Setting Academic center of expertise for rare bone diseases. Patients Data were collected from 12 consecutive patients with FD/MAS with persistent pain and increased biochemical markers of bone turnover (BTMs) after long-term treatment with bisphosphonates (median, 8.8 years) and were treated with subcutaneous denosumab 60 mg at 3- or 6-month intervals with a follow-up for at least 12 months. Main outcome(s) Sustained reduction of BTMs and bone pain. Results A 60 mg dose of denosumab once every 3 months, but not once every 6 months, induced a sustained reduction of BTMs. After a median treatment period of 15.5 months (range, 12 to 19) serum alkaline phosphatase activity and propeptide of type 1 procollagen levels were respectively reduced from 212 ± 39.4 IU/L to 79 ± 6.0 IU/L (P = 0.004) and from 346.2 ± 111.1 ng/mL to 55.7 ± 16.6 ng/mL (P = 0.023) and normalized in 70% and 75% of patients, respectively. Although not quantitavely measured, 10 patients reported a reduction in bone pain of whom 6 reported complete elimination of pain. Treatment with denosumab was well tolerated. Conclusion Our results indicate that 60 mg of denosumab every 3 months is a promising, well-tolerated treatment of most patients with FD/MAS refractory to bisphosphonate therapy. These results together with those of previously published case reports provide the necessary background for the design of a larger, controlled study.
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- 2019
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45. NCMP-08. THE EFFECTIVENESS OF ANTISEIZURE MEDICATION TRIPLETHERAPY IN GLIOMA PATIENTS WITH REFRACTORY EPILEPSY: A MULTICENTER OBSERVATIONAL COHORT STUDY
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Pim van der Meer, Linda Dirven, Marta Fiocco, Maaike Vos, Mathilde Kouwenhoven, Martin van den Bent, Martin Taphoorn, and Johan Koekkoek
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Cancer Research ,Oncology ,Neurology (clinical) - Abstract
BACKGROUND About 10% of glioma patients with epilepsy need antiseizure medication (ASM) tripletherapy due to refractory epilepsy. This study aimed to determine whether levetiracetam combined with valproic acid and clobazam (LEV+VPA+CLB), a commonly prescribed tripletherapy, has favorable effectiveness compared to other tripletherapy combinations in glioma patients. METHODS In this multicenter retrospective observational cohort study, the primary outcome was to estimate the cumulative incidence of treatment failure for any reason, from initiation of ASM tripletherapy. Secondary outcomes included cumulative incidences of: 1) treatment failure due to uncontrolled seizures; 2) treatment failure due to adverse effects; and 3) recurrent seizure. Maximum duration of follow-up was 36 months. RESULTS Out of n=1435 patients in the original cohort, n=90 patients received ASM tripletherapy after second-line ASM treatment failure due to uncontrolled seizures. LEV+VPA+CLB was prescribed to 48% (43/90) and other ASM tripletherapy to 52% (47/90) patients. The cumulative incidence of treatment failure for any reason of LEV+VPA+CLB did not significantly differ from other tripletherapy (12 months: 47% [95%CI, 31-62%] versus 42% [95%CI, 27-56%], p=0.892). No statistical significant differences for treatment failure due to uncontrolled seizures (12 months: 12% [95%CI, 4-25%] versus 18% [95%CI, 8-30%], p=0.445), due to adverse effects (12 months: 22% [95%CI, 11-36%] versus 15% [95%CI, 7-27%], p=0.446), or recurrent seizure (1 month: 65% [95%CI, 48-78%] versus 63% [95%CI, 47-75%], p=0.911) were found. CONCLUSIONS LEV+VPA+CLB showed equivalent effectiveness compared to other ASM tripletherapy combinations in glioma patients.
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- 2022
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46. The Effectiveness of Antiepileptic Drug Duotherapies in Patients With Glioma: A Multicenter Observational Cohort Study
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Pim, van der Meer, Linda, Dirven, Marta, Fiocco, Maaike J, Vos, Mathilde C M, Kouwenhoven, Martin J, van den Bent, Martin J B, Taphoorn, and Johan A F, Koekkoek
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About 30% of glioma patients need an add-on antiepileptic drug (AED) due to uncontrolled seizures on AED monotherapy. This study aimed to determine whether levetiracetam combined with valproic acid (LEV+VPA), a commonly prescribed duotherapy, is more effective than other duotherapy combinations including either LEV or VPA in glioma patients.In this multicenter retrospective observational cohort study, treatment failure (i.e. replacement by, addition of, or withdrawal of an AED) for any reason was the primary outcome. Secondary outcomes included: 1) treatment failure due to uncontrolled seizures; and 2) treatment failure due to adverse effects. Time to treatment failure was estimated from moment of AED duotherapy initiation. Multivariable cause-specific cox proportional hazard models were estimated to study the association between risk factors and treatment failure. The maximum duration of follow-up was 36 months.A total of 1435 patients were treated with first-line monotherapy LEV or VPA, of which 355 patients received AED duotherapy after they had treatment failure due to uncontrolled seizures on monotherapy. LEV+VPA was prescribed in 66% (236/355) and other AED duotherapy combinations including LEV or VPA in 34% (119/355) of patients. Patients using other duotherapy versus LEV+VPA had higher risk of treatment failure for any reason (cause-specific adjusted hazard ratio [aHR]=1.50 [95%CI=1.07-2.12], p=0.020), due to uncontrolled seizures (cause-specific aHR=1.73 [95%CI=1.10-2.73], p=0.018), but not due to adverse effects (cause-specific aHR=0.88 [95%CI=0.47-1.67]), p=0.703).This observational cohort study suggests that LEV+VPA has better efficacy than other AED combinations. Similar toxicities were experienced in the two groups.This study provides Class III evidence that for glioma patients with uncontrolled seizures on AED monotherapy, LEV+VPA has better efficacy than other AED combinations.
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- 2021
47. A new perspective on the BO06 trial in osteosarcoma: short- and long-term prognostic value of histologic response and intensified chemotherapy
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Anninga J, Marta Fiocco, van Geloven N, Hans Gelderblom, and Eni Musta
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Oncology ,medicine.medical_specialty ,Chemotherapy ,business.industry ,Proportional hazards model ,Poor responder ,medicine.medical_treatment ,Histological response ,medicine.disease ,Logistic regression ,Regimen ,Internal medicine ,Short term survival ,medicine ,Osteosarcoma ,business - Abstract
PurposeCure rate models accounting for cured and uncured patients, provide additional insights into long and short term survival. We aim to better understand the prognostic value of histologic response and chemotherapy intensification on cure fraction and progression-free survival (PFS) for the uncured patients.MethodsA logistic model is assumed for the effect of histologic response and intensified chemotherapy on the cure status, while a Cox regression model is estimated only for the uncured patients on PFS. The mixture cure model is used to simultaneously study these two effects.ResultsHistologic response is a strong prognostic factor for the cure status (OR: 3.00 [1.75-5.17]), but it has no clear effect on PFS for the uncured patients (HR: 0.78 [0.53-1.16]). The cure fractions are 55% [46%-63%] and 29% [22%-35%] among patients with good histologic response (GR) and poor responders (PR) respectively. The intensified regimen was associated with higher cure fraction among PR (OR: 1.90 [0.93 – 3.89]), with no evidence of effect for GR (OR: 0.78 [0.38 – 1.59]).ConclusionsAccounting for cured patients is valuable in distinguishing the covariate effects on cure and PFS. Estimating cure chances based on these prognostic factors is relevant for counseling patients and can affect treatment decisions.
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- 2021
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48. The Effectiveness of Antiepileptic Drug Treatment in Glioma Patients: Lamotrigine Versus Lacosamide
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Mark van Opijnen, Pim van der Meer, Linda Dirven, Marta Fiocco, Mathilde Kouwenhoven, Martin van den Bent, Martin Taphoorn, and Johan Koekkoek
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Purpose: Optimal treatment with antiepileptic drugs (AEDs) is an important part of care for brain tumor patients with epileptic seizures. Lamotrigine and lacosamide are both examples of frequently used non-enzyme inducing AEDs with limited to no drug-drug interactions, reducing the risk of unfavorable side effects. This study aimed to compare the effectiveness of lamotrigine versus lacosamide.Methods: In this multicenter study we retrospectively analyzed data of patients with diffuse grade 2-4 glioma with epileptic seizures. All patients received either lamotrigine or lacosamide during the course of their disease after treatment failure of first-line monotherapy with levetiracetam or valproic acid. Primary outcome was the cumulative incidence of treatment failure, from initiation of lamotrigine or lacosamide, with death as competing event, for which a competing risk model was used. Secondary outcomes were uncontrolled seizures after AED initiation and level of toxicity.Results: We included a total of 139 patients of whom 61 (44%) used lamotrigine and 78 (56%) used lacosamide. At 12 months, there was no statistically significant difference in the cumulative incidence of treatment failure for any reason between lamotrigine and lacosamide: 38% (95%CI: 26-51%) versus 30% (95%CI: 20-41%), respectively. The adjusted hazard ratio for treatment failure of lacosamide compared to lamotrigine was 0.84 (95%CI: 0.46-1.56). The cumulative incidences of treatment failure due to uncontrolled seizures (18% versus 11%) and due to adverse events (17% versus 19%) did not differ significantly between lamotrigine and lacosamide. Conclusion: Lamotrigine and lacosamide show similar effectiveness in diffuse glioma patients with epilepsy.
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- 2021
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49. Intra-operative assessment of the vascularisation of a cross section of the meniscus using near-infrared fluorescence imaging
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Peter, van Schie, Thies J N, van der Lelij, Maxime, Gerritsen, Ruben P J, Meijer, Ewoud R A, van Arkel, Marta, Fiocco, Jan-Willem A, Swen, Alexander L, Vahrmeijer, Hans Marten, Hazelbag, Stijn, Keereweer, and Pieter B A A, van Driel
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Indocyanine Green ,Optical Imaging ,Humans ,Meniscus - Abstract
The purpose of this study was to assess whether the vascularisation of the meniscus could be visualised intra-operatively using near-infrared fluorescence (NIRF) imaging with indocyanine green (ICG) in patients undergoing total knee arthroplasty (TKA).The anterior horn (i.e., Cooper classification: zones C and D) of the meniscus that was least affected (i.e., least degenerative) was removed during TKA surgery in ten patients to obtain a cross section of the inside of the meniscus. Thereafter, 10 mg of ICG was injected intravenously, and vascularisation of the cross section of the meniscus was assessed using the Quest spectrum NIRF camera system. We calculated the percentage of patients in whom vascularisation was observed intra-operatively using NIRF imaging compared to immunohistochemistry.Meniscal vascularisation using NIRF imaging was observed in six out of eight (75%) patients in whom vascularisation was demonstrated with immunohistochemistry. The median extent of vascularisation was 13% (interquartile range (IQR) 3-28%) using NIRF imaging and 15% (IQR 11-23%) using immunohistochemistry.This study shows the potential of NIRF imaging to visualise vascularisation of the meniscus, as vascularisation was observed in six out of eight patients with histologically proven meniscal vascularisation.IV.
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- 2021
50. Metabolic Syndrome Parameters, Determinants, and Biomarkers in Adult Survivors of Childhood Cancer: Protocol for the Dutch Childhood Cancer Survivor Study on Metabolic Syndrome (Dutch LATER METS)
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Geert O. Janssens, Leontien C. M. Kremer, Marta Fiocco, Andrica C H de Vries, Helena J H van der Pal, Marry M. van den Heuvel-Eibrink, Marloes Louwerens, Birgitta Versluys, V G Pluimakers, Jenneke E. van Atteveld, Eline van Dulmen-den Broeder, Hanneke M van Santen, Jacqueline J. Loonen, Sebastian J C M M Neggers, Cécile M. Ronckers, Monique G.G. Hobbelink, Dorine Bresters, Margriet van der Heiden-van der Loo, Pediatrics, and Internal Medicine
- Subjects
Pediatrics ,medicine.medical_specialty ,childhood cancer survivor ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Childhood Cancer Survivor Study ,metabolic syndrome ,Healthcare improvement science Radboud Institute for Health Sciences [Radboudumc 18] ,03 medical and health sciences ,0302 clinical medicine ,All institutes and research themes of the Radboud University Medical Center ,Quality of life ,SDG 3 - Good Health and Well-being ,Diabetes mellitus ,Protocol ,Genetic predisposition ,Dutch LATER METS ,Medicine ,National Cholesterol Education Program ,030304 developmental biology ,Dutch Childhood Cancer Survivor Study ,0303 health sciences ,business.industry ,methodology ,General Medicine ,medicine.disease ,030220 oncology & carcinogenesis ,Biomarker (medicine) ,Metabolic syndrome ,business ,Dyslipidemia - Abstract
Background Potential late effects of treatment for childhood cancer include adiposity, insulin resistance, dyslipidemia, and hypertension. These risk factors cluster together as metabolic syndrome and increase the risk for development of diabetes mellitus and cardio- and cerebrovascular disease. Knowledge on risk factors, timely diagnosis, and preventive strategies is of importance to prevent cardio- and cerebrovascular complications and improve quality of life. Currently, no national cohort studies on the prevalence and determinants of metabolic syndrome in childhood cancer survivors, including biomarkers and genetic predisposition, are available. Objective The objectives of the Dutch LATER METS study are to assess 1) the prevalence and risk factors of metabolic syndrome and its separate components, and 2) the potential diagnostic and predictive value of additional biomarkers for surveillance of metabolic syndrome in the national cohort of adult long-term survivors of childhood cancer. Methods This is a cross-sectional study based on recruitment of all survivors treated in the Netherlands between 1963 and 2002. Metabolic syndrome will be classified according to the definitions of the third Adult Treatment Panel Report of the National Cholesterol Education Program as well as the Joint Interim Statement and compared to reference data. Dual-energy x-ray absorptiometry scans were performed to assess body composition in more detail. The effect of patient characteristics, previous treatment, and genetic variation on the risk of metabolic syndrome will be assessed. The diagnostic and predictive value of novel biomarkers will be tested. Results Patient accrual started in 2016 and lasted until April 2020. A total of 2380 survivors from 7 pediatric oncology hospitals have participated. From July 2020, biomarker testing, single nucleotide polymorphism analysis, and data analysis will be performed. Conclusions The Dutch LATER METS study will provide knowledge on clinical and genetic determinants of metabolic syndrome and the diagnostic value of biomarkers in childhood cancer survivors. The results of this study will be used to optimize surveillance guidelines for metabolic syndrome in survivors based on enhanced risk stratification and screening strategies. This will improve diagnosis of metabolic syndrome and prevent complications. International Registered Report Identifier (IRRID) DERR1-10.2196/21256
- Published
- 2021
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