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de Groot S, Vreeswijk MPG, Welters MJP, Gravesteijn G, Boei JJWA, Jochems A, Houtsma D, Putter H, van der Hoeven JJM, Nortier JWR, Pijl H, Kroep JR. The effects of short-term fasting on tolerance to (neo) adjuvant chemotherapy in HER2-negative breast cancer patients: a randomized pilot study. BMC Cancer 2015; 15:652. [PMID: 26438237 PMCID: PMC4595051 DOI: 10.1186/s12885-015-1663-5] [Citation(s) in RCA: 168] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2015] [Accepted: 09/28/2015] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Preclinical evidence shows that short-term fasting (STF) protects healthy cells against side effects of chemotherapy and makes cancer cells more vulnerable to it. This pilot study examines the feasibility of STF and its effects on tolerance of chemotherapy in a homogeneous patient group with early breast cancer (BC). METHODS Eligible patients had HER2-negative, stage II/III BC. Women receiving (neo)-adjuvant TAC (docetaxel/doxorubicin/cyclophosphamide) were randomized to fast 24 h before and after commencing chemotherapy, or to eat according to the guidelines for healthy nutrition. Toxicity in the two groups was compared. Chemotherapy-induced DNA damage in peripheral blood mononuclear cells (PBMCs) was quantified by the level of γ-H2AX analyzed by flow cytometry. RESULTS Thirteen patients were included of whom seven were randomized to the STF arm. STF was well tolerated. Mean erythrocyte- and thrombocyte counts 7 days post-chemotherapy were significantly higher (P = 0.007, 95 % CI 0.106-0.638 and P = 0.00007, 95 % CI 38.7-104, respectively) in the STF group compared to the non-STF group. Non-hematological toxicity did not differ between the groups. Levels of γ-H2AX were significantly increased 30 min post-chemotherapy in CD45 + CD3- cells in non-STF, but not in STF patients. CONCLUSIONS STF during chemotherapy was well tolerated and reduced hematological toxicity of TAC in HER2-negative BC patients. Moreover, STF may reduce a transient increase in, and/or induce a faster recovery of DNA damage in PBMCs after chemotherapy. Larger studies, investigating a longer fasting period, are required to generate more insight into the possible benefits of STF during chemotherapy. TRIAL REGISTRATION ClinicalTrials.gov: NCT01304251 , March 2011.
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Randomized Controlled Trial |
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Jochems A, Schouwenburg MG, Leeneman B, Franken MG, van den Eertwegh AJM, Haanen JBAG, Gelderblom H, Uyl-de Groot CA, Aarts MJB, van den Berkmortel FWPJ, Blokx WAM, Cardous-Ubbink MC, Groenewegen G, de Groot JWB, Hospers GAP, Kapiteijn E, Koornstra RH, Kruit WH, Louwman MW, Piersma D, van Rijn RS, Ten Tije AJ, Vreugdenhil G, Wouters MWJM, van der Hoeven JJM. Dutch Melanoma Treatment Registry: Quality assurance in the care of patients with metastatic melanoma in the Netherlands. Eur J Cancer 2016; 72:156-165. [PMID: 28030784 DOI: 10.1016/j.ejca.2016.11.021] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2016] [Revised: 10/29/2016] [Accepted: 11/15/2016] [Indexed: 11/29/2022]
Abstract
BACKGROUND In recent years, the treatment of metastatic melanoma has changed dramatically due to the development of immune checkpoint and mitogen-activated protein (MAP) kinase inhibitors. A population-based registry, the Dutch Melanoma Treatment Registry (DMTR), was set up in July 2013 to assure the safety and quality of melanoma care in the Netherlands. This article describes the design and objectives of the DMTR and presents some results of the first 2 years of registration. METHODS The DMTR documents detailed information on all Dutch patients with unresectable stage IIIc or IV melanoma. This includes tumour and patient characteristics, treatment patterns, clinical outcomes, quality of life, healthcare utilisation, informal care and productivity losses. These data are used for clinical auditing, increasing the transparency of melanoma care, providing insights into real-world cost-effectiveness and creating a platform for research. RESULTS Within 1 year, all melanoma centres were participating in the DMTR. The quality performance indicators demonstrated that the BRAF inhibitors and ipilimumab have been safely introduced in the Netherlands with toxicity rates that were consistent with the phase III trials conducted. The median overall survival of patients treated with systemic therapy was 10.1 months (95% confidence interval [CI] 9.1-11.1) in the first registration year and 12.7 months (95% CI 11.6-13.7) in the second year. CONCLUSION The DMTR is the first comprehensive multipurpose nationwide registry and its collaboration with all stakeholders involved in melanoma care reflects an integrative view of cancer management. In future, the DMTR will provide insights into challenging questions regarding the definition of possible subsets of patients who benefit most from the new drugs.
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Research Support, Non-U.S. Gov't |
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Deist TM, Jochems A, van Soest J, Nalbantov G, Oberije C, Walsh S, Eble M, Bulens P, Coucke P, Dries W, Dekker A, Lambin P. Infrastructure and distributed learning methodology for privacy-preserving multi-centric rapid learning health care: euroCAT. Clin Transl Radiat Oncol 2017; 4:24-31. [PMID: 29594204 PMCID: PMC5833935 DOI: 10.1016/j.ctro.2016.12.004] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Revised: 12/11/2016] [Accepted: 12/15/2016] [Indexed: 12/31/2022] Open
Abstract
Developed and implemented IT infrastructure in 5 radiation clinics across 3 countries. Proof-of-principle for ‘big data’ infrastructure and distributed learning studies. General framework to execute learning algorithms on distributed data. Machine learning applications for personalized medicine are highly dependent on access to sufficient data. For personalized radiation oncology, datasets representing the variation in the entire cancer patient population need to be acquired and used to learn prediction models. Ethical and legal boundaries to ensure data privacy hamper collaboration between research institutes. We hypothesize that data sharing is possible without identifiable patient data leaving the radiation clinics and that building machine learning applications on distributed datasets is feasible. We developed and implemented an IT infrastructure in five radiation clinics across three countries (Belgium, Germany, and The Netherlands). We present here a proof-of-principle for future ‘big data’ infrastructures and distributed learning studies. Lung cancer patient data was collected in all five locations and stored in local databases. Exemplary support vector machine (SVM) models were learned using the Alternating Direction Method of Multipliers (ADMM) from the distributed databases to predict post-radiotherapy dyspnea grade ⩾2. The discriminative performance was assessed by the area under the curve (AUC) in a five-fold cross-validation (learning on four sites and validating on the fifth). The performance of the distributed learning algorithm was compared to centralized learning where datasets of all institutes are jointly analyzed. The euroCAT infrastructure has been successfully implemented in five radiation clinics across three countries. SVM models can be learned on data distributed over all five clinics. Furthermore, the infrastructure provides a general framework to execute learning algorithms on distributed data. The ongoing expansion of the euroCAT network will facilitate machine learning in radiation oncology. The resulting access to larger datasets with sufficient variation will pave the way for generalizable prediction models and personalized medicine.
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Journal Article |
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70 |
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Verhoef MJ, de Nijs E, Horeweg N, Fogteloo J, Heringhaus C, Jochems A, Fiocco M, van der Linden Y. Palliative care needs of advanced cancer patients in the emergency department at the end of life: an observational cohort study. Support Care Cancer 2019; 28:1097-1107. [PMID: 31197539 PMCID: PMC6989579 DOI: 10.1007/s00520-019-04906-x] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 05/31/2019] [Indexed: 02/06/2023]
Abstract
PURPOSE Patients with advanced cancer commonly visit the emergency department (ED) during the last 3 months of life. Identification of these patients and their palliative care needs help initiating appropriate care according to patients' wishes. Our objective was to provide insight into ED visits of advanced cancer patients at the end of life. METHODS Adult palliative patients with solid tumours who died < 3 months after their ED visit were included (2011-2014). Patients, ED visits, and follow-up were described. Factors associated with approaching death were assessed using Cox proportional hazards models. RESULTS Four hundred twenty patients were included, 54.5% was male, median age 63 years. A total of 54.6% was on systemic anti-cancer treatments and 10.5% received home care ≥ 1 per day. ED visits were initiated by patients and family in 34.0% and 51.9% occurred during out-of-office hours. Dyspnoea (21.0%) or pain (18.6%) were most reported symptoms. Before the ED visit, limitations on life-sustaining treatments were discussed in 33.8%, during or after the ED visit in 70.7%. Median stay at the ED was 3:29 h (range 00:12-18:01 h), and 319 (76.0%) were hospitalized. Median survival was 18 days (IQ range 7-41). One hundred four (24.8%) died within 7 days after the ED visit, of which 71.2% in-hospital. Factors associated with approaching death were lung cancer, neurologic deterioration, dyspnoea, hypercalcemia, and jaundice. CONCLUSION ED visits of advanced cancer patients often lead to hospitalization and in-hospital deaths. Timely recognition of patients with limited life expectancies and urgent palliative care needs, and awareness among ED staff of the potential of ED-initiated palliative care may improve the end-of-life trajectory of these patients.
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Observational Study |
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Schouwenburg MG, Suijkerbuijk KP, Koornstra RH, Jochems A, van Zeijl MC, van den Eertwegh AJ, Haanen JB, Aarts MJ, van Akkooi AC, van den Berkmortel FW, de Groot JWB, Hospers GA, Kapiteijn E, Kruit WH, Piersma D, van Rijn RS, ten Tije AJ, Vreugdenhil G, van der Hoeven JJ, Wouters MW. Switching to Immune Checkpoint Inhibitors upon Response to Targeted Therapy; The Road to Long-Term Survival in Advanced Melanoma Patients with Highly Elevated Serum LDH? Cancers (Basel) 2019; 11:E1940. [PMID: 31817189 PMCID: PMC6966631 DOI: 10.3390/cancers11121940] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2019] [Revised: 11/27/2019] [Accepted: 12/02/2019] [Indexed: 12/21/2022] Open
Abstract
The prognosis of patients with advanced melanoma has improved dramatically. However, the clinical outcomes of patients with highly elevated serum lactate dehydrogenase (LDH) remain very poor. The aim of this study was to explore whether patients with normalized LDH after targeted therapy could benefit from subsequent treatment with immune checkpoint inhibitors (ICI). Data from all patients with BRAF-mutant metastatic melanoma with a highly elevated serum LDH at baseline (≥2× upper limit of normal) receiving first-line targeted therapy between 2012 and 2019 in the Netherlands were collected. Patients were stratified according to response status to targeted therapy and change in LDH at start of subsequent treatment with ICI. Differences in overall survival (OS) between the subgroups were compared using log-rank tests. After a median follow-up of 35.1 months, median OS of the total study population (n = 360) was 4.9 months (95% CI 4.4-5.4). Of all patients receiving subsequent treatment with ICI (n = 113), survival from start of subsequent treatment was significantly longer in patients who had normalized LDH and were still responding to targeted therapy compared to those with LDH that remained elevated (median OS 24.7 vs. 1.1 months). Our study suggests that introducing ICI upon response to targeted therapy with normalization of LDH could be an effective strategy in obtaining long-term survival in advanced melanoma patients with initial highly elevated serum LDH.
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research-article |
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Jochems A, van der Kooij MK, Fiocco M, Schouwenburg MG, Aarts MJ, van Akkooi AC, van den Berkmortel FWPJ, Blank CU, van den Eertwegh AJM, Franken MG, de Groot JB, Haanen JBAG, Hospers GAP, Koornstra RH, Kruit WHJ, Louwman M, Piersma D, van Rijn RS, Suijkerbuijk KPM, Ten Tije AJ, Vreugdenhil G, Wouters MWJM, van Zeijl MCT, van der Hoeven KJM, Kapiteijn E. Metastatic Uveal Melanoma: Treatment Strategies and Survival-Results from the Dutch Melanoma Treatment Registry. Cancers (Basel) 2019; 11:E1007. [PMID: 31323802 PMCID: PMC6678641 DOI: 10.3390/cancers11071007] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Revised: 07/13/2019] [Accepted: 07/16/2019] [Indexed: 12/23/2022] Open
Abstract
Uveal melanoma (UM) is the most common primary intraocular tumor in adults. Up to 50% of UM patients will develop metastases. We present data of 175 metastatic UM patients diagnosed in the Netherlands between July 2012 and March 2018. In our cohort, elevated lactate dehydrogenase level (LDH) is an important factor associated with poorer survival (Hazard Ratio (HR) 9.0, 95% Confidence Interval (CI) 5.63-14.35), and the presence of liver metastases is negatively associated with survival (HR 2.09, 95%CI 1.07-4.08). We used data from the nation-wide Dutch Melanoma Treatment Registry (DMTR) providing a complete overview of the location of metastases at time of stage IV disease. In 154 (88%) patients, the liver was affected, and only 3 patients were reported to have brain metastases. In 63 (36%) patients, mutation analysis was performed, showing a GNA11 mutation in 28.6% and a GNAQ mutation in 49.2% of the analyzed patients. In the absence of standard care of treatment options, metastatic UM patients are often directed to clinical trials. Patients participating in clinical trials are often subject to selection and usually do not represent the entire metastatic UM population. By using our nation-wide cohort, we are able to describe real-life treatment choices made in metastatic UM patients and 1-year survival rates in selected groups of patients.
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research-article |
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van Zeijl MCT, de Wreede LC, van den Eertwegh AJM, Wouters MWJM, Jochems A, Schouwenburg MG, Aarts MJB, van Akkooi ACJ, van den Berkmortel FWPJ, de Groot JWB, Hospers GAP, Kapiteijn E, Piersma D, van Rijn RS, Suijkerbuijk KPM, Ten Tije AJ, van der Veldt AAM, Vreugdenhil G, van der Hoeven JJM, Haanen JBAG. Survival outcomes of patients with advanced melanoma from 2013 to 2017: Results of a nationwide population-based registry. Eur J Cancer 2020; 144:242-251. [PMID: 33373869 DOI: 10.1016/j.ejca.2020.11.028] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Revised: 10/15/2020] [Accepted: 11/15/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND The treatment landscape has completely changed for advanced melanoma. We report survival outcomes and the differential impact of prognostic factors over time in daily clinical practice. METHODS From a Dutch nationwide population-based registry, patients with advanced melanoma diagnosed from 2013 to 2017 were analysed (n = 3616). Because the proportional hazards assumption was violated, a multivariable Cox model restricted to the first 6 months and a multivariable landmark Cox model from 6 to 48 months were used to assess overall survival (OS) of cases without missing values. The 2017 cohort was excluded from this analysis because of the short follow-up time. RESULTS Median OS of the 2013 and 2016 cohort was 11.7 months (95% confidence interval [CI]: 10.4-13.5) and 17.7 months (95% CI: 14.9-19.8), respectively. Compared with the 2013 cohort, the 2016 cohort had superior survival in the Cox model from 0 to 6 months (hazard ratio [HR] = 0.55 [95% CI: 0.43-0.72]) and in the Cox model from 6 to 48 months (HR = 0.68 [95% CI: 0.57-0.83]). Elevated lactate dehydrogenase levels, distant metastases in ≥3 organ sites, brain and liver metastasis and Eastern Cooperative Oncology Group performance score of ≥1 had stronger association with inferior survival from 0 to 6 months than from 6 to 48 months. BRAF-mutated melanoma had superior survival in the first 6 months (HR = 0.50 [95% CI: 0.42-0.59]). CONCLUSION(S) Prognosis for advanced melanoma in the Netherlands has improved from 2013 to 2016. Prognostic importance of most evaluated factors was higher in the first 6 months after diagnosis. BRAF-mutated melanoma was only associated with superior survival in the first 6 months.
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Research Support, Non-U.S. Gov't |
5 |
14 |
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Jochems A, Leeneman B, Franken MG, Schouwenburg MG, Aarts MJB, van Akkooi ACJ, van den Berkmortel FWPJ, van den Eertwegh AJM, Groenewegen G, de Groot JWB, Haanen JBAG, Hospers GAP, Kapiteijn E, Koornstra RH, Kruit WHJ, Louwman MWJ, Piersma D, van Rijn RS, Ten Tije AJ, Vreugdenhil G, Wouters MWJM, Uyl-de Groot CA, van der Hoeven KJM. Real-world use, safety, and survival of ipilimumab in metastatic cutaneous melanoma in The Netherlands. Anticancer Drugs 2018; 29:572-578. [PMID: 29659371 DOI: 10.1097/cad.0000000000000629] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Phase III trials with ipilimumab showed an improved survival in patients with metastatic melanoma. We evaluated the use and safety of ipilimumab, and the survival of all patients with metastatic cutaneous melanoma (N=807) receiving ipilimumab in real-world clinical practice in The Netherlands using data from the Dutch Melanoma Treatment Registry. Patients who were registered between July 2012 and July 2015 were included and analyzed according to their treatment status: treatment-naive (N=344) versus previously-treated (N=463). Overall, 70% of treatment-naive patients and 62% of previously-treated patients received all four planned doses of ipilimumab. Grade 3 and 4 immune-related adverse events occurred in 29% of treatment-naive patients and 21% of previously-treated patients. No treatment-related deaths occurred. Median time to first event was 5.4 months [95% confidence interval (CI): 4.7-6.5 months] in treatment-naive patients and 4.4 months (95% CI: 4.0-4.7 months) in previously-treated patients. Median overall survival was 14.3 months (95% CI: 11.6-16.7 months) in treatment-naive patients and 8.7 months (95% CI: 7.6-9.6 months) in previously-treated patients. In both patient groups, an elevated lactate dehydrogenase level (hazard ratio: 2.25 and 1.70 in treatment-naive and previously-treated patients, respectively) and American Joint Committee on Cancer M1c-stage disease (hazard ratio: 1.81 and 1.83, respectively) were negatively associated with overall survival. These real-world outcomes of ipilimumab slightly differed from outcomes in phase III trials. Although phase III trials are crucial for establishing efficacy, real-world data are of great added value enhancing the generalizability of outcomes of ipilimumab in clinical practice.
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Brouwer NJ, Marinkovic M, Jochems A, Kapiteijn EW, van Duinen SG, Haeseker BI, Jager MJ, Luyten GPM. Conjunctival Metastasis of a Cutaneous Melanoma. Ocul Oncol Pathol 2017; 4:107-111. [PMID: 30320090 DOI: 10.1159/000479114] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2017] [Accepted: 06/30/2017] [Indexed: 02/03/2023] Open
Abstract
Purpose To report a patient who presented with a conjunctival tumour as a first sign of distant metastasis of cutaneous melanoma. The patient was treated successfully with BRAF/MEK-inhibitors and anti-PD-1 antibodies. Methods Clinical and histopathological examination of the conjunctival lesion. Results A 74-year-old man was referred to our hospital with a pigmented conjunctival tumour, 5 months after having been diagnosed with cutaneous melanoma on his right scapula with loco-regional axillary lymph node metastases. The conjunctival lesion was excised and showed a BRAF V600E mutation. Histopathology showed a melanoma with characteristics suspicious for metastasis, as the lesion did not have a relation with the overlying epithelium. Systemic screening showed multiple distant metastases of the cutaneous melanoma in spleen, liver, and bone. Systemic treatment with the combination of a BRAF-inhibitor (dabrafenib) and MEK-inhibitor (trametinib) was started and followed by a switch to an anti-PD-1 antibody (pembrolizumab). Twenty-two months later, the patient is alive and in good clinical health. Conclusion Conjunctival metastases of cutaneous melanoma may mimic primary conjunctival melanoma. A good medical history and systemic work-up are required to differentiate these diseases. Identification of the proper diagnosis including mutation analysis is crucial, allowing patients to benefit from newly introduced treatment strategies for metastatic cutaneous melanoma.
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Journal Article |
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10
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Franken MG, Leeneman B, Jochems A, Schouwenburg MG, Aarts MJB, van Akkooi ACJ, van den Berkmortel FWPJ, van den Eertwegh AJM, de Groot JWB, van der Hoeven KJM, Hospers GAP, Kapiteijn E, Koornstra R, Kruit WHJ, Louwman MWJ, Piersma D, van Rijn RS, Suijkerbuijk KPM, Ten Tije AJ, Vreugdenhil G, Wouters MWJM, van Zeijl M, Haanen JBAG, Uyl-de Groot CA. Real-world healthcare costs of ipilimumab in patients with advanced cutaneous melanoma in The Netherlands. Anticancer Drugs 2018; 29:579-588. [PMID: 29634490 DOI: 10.1097/cad.0000000000000628] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
There is limited evidence on the costs associated with ipilimumab. We investigated healthcare costs of all Dutch patients with advanced cutaneous melanoma who were treated with ipilimumab. Data were retrieved from the nation-wide Dutch Melanoma Treatment Registry. Costs were determined by applying unit costs to individual patient resource use. A total of 807 patients who were diagnosed between July 2012 and July 2015 received ipilimumab in Dutch practice. The mean (median) episode duration was 6.27 (4.61) months (computed from the start of ipilimumab until the start of a next treatment, death, or the last date of follow-up). The average total healthcare costs amounted to &OV0556;81 484, but varied widely (range: &OV0556;18 131-&OV0556;160 002). Ipilimumab was by far the most important cost driver (&OV0556;73 739). Other costs were related to hospital admissions (&OV0556;3323), hospital visits (&OV0556;1791), diagnostics and imaging (&OV0556;1505), radiotherapy (&OV0556;828), and surgery (&OV0556;297). Monthly costs for resource use other than ipilimumab were &OV0556;1997 (SD: &OV0556;2629). Treatment-naive patients (n=344) had higher total costs compared with previously-treated patients (n=463; &OV0556;85 081 vs. &OV0556;78 811). Although patients with colitis (n=106) had higher costs for resource use other than ipilimumab (&OV0556;11 426) compared with patients with other types of immune-related adverse events (n=90; &OV0556;9850) and patients with no immune-related adverse event (n=611; &OV0556;6796), they had lower total costs (&OV0556;76 075 vs. &OV0556;87 882 and &OV0556;81 480, respectively). In conclusion, this nation-wide study provides valuable insights into the healthcare costs of advanced cutaneous melanoma patients who were treated with ipilimumab in clinical practice. Most of the costs were attributable to ipilimumab, but the costs and its distribution varied considerably across subgroups.
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Jurado T, Plasencia C, Martin S, Navarro R, Bonilla G, Villalba A, Ramiro S, Jochems A, Balsa A, Pascual-Salcedo D. FRI0138 Comparison of Golimumab Levels Detected by Two Different Enzyme-Linked Immunosorbent Assays: Promonitor VS Sanquin. Ann Rheum Dis 2015. [DOI: 10.1136/annrheumdis-2015-eular.5762] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Deist T, Jochems A, Oberije C, Reymen B, Vandecasteele K, Lievens Y, Wanders R, Lindberg K, De Ruysscher D, van Elmpt W, Vinod S, Faivre-Finn C, Dekker A, Lambin P. Expert knowledge and data-driven Bayesian Networks to predict post-RT dyspnea and 2-year survival. Radiother Oncol 2016. [DOI: 10.1016/s0167-8140(16)30060-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Leijenaar R, Nesteruk M, Feliciani G, Hoebers F, Van Timmeren J, Van Elmpt W, Walsh S, Jochems A, Huang S, Chan B, Waldron J, O'Sullivan B, Rietveld D, Leemans C, Riesterer O, Ikenberg K, Lambin P. EP-1608: Deriving HPV status from standard CT imaging: a radiomic approach with independent validation. Radiother Oncol 2017. [DOI: 10.1016/s0167-8140(17)32043-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Jochems A, Troost E, Dekker A, Lambin P, Oberije C. PO-0903: Improving prediction models in the era of rapid learning health care: weighting data to reflect relative importance. Radiother Oncol 2015. [DOI: 10.1016/s0167-8140(15)40895-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Bogowicz M, Jochems A, Huang S, Chan B, Waldron J, O'Sullivan B, Tanadini-Lang S, Riesterer O, Studer G, Unkelbach J, Brakenhoff R, Nauta I, Gazzani S, Calareso G, Scheckenbach K, Hoebers F, Barakat S, Keek S, Sanduleanu S, Vergeer M, Leemans R, Terhaard C, Van den Brekel M, Guckenberger M, Lambin P. PV-0312 Distributed learning in radiomics to predict overall survival in head and neck cancer. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)30732-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Benavent D, Jochems A, Pascual-Salcedo D, Jochems G, Plasencia C, Ramiro S, Arends S, Spoorenberg A, Balsa A, Navarro-Compán V. AB1469 SPANISH TRANSLATION AND CROSS-CULTURAL ADAPTATION OF THE mSQUASH. Ann Rheum Dis 2022. [DOI: 10.1136/annrheumdis-2022-eular.800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
BackgroundRegular physical activity is recommended for all patients in the ASAS/EULAR recommendations for the management of axial spondyloarthritis (axSpA). However, there is a lack of outcome measures that assess the amount and type of physical activity in patients with axSpA. For this matter, the modified Short QUestionnaire to Assess Health enhancing physical activity (mSQUASH) was developed and validated, originally in Dutch1.ObjectivesTo translate and cross-culturally adapt the mSQUASH into Spanish and to test the equivalence of the translated version in patients with axSpA.MethodsThe mSQUASH was translated into Spanish and then back-translated into Dutch, following forward-backward procedure as described by Beaton2 (Figure 1). Two bi-lingual translators (native speakers for European Spanish) produced independent forward translations of the item content, response options, and instructions of the mSQUASH into Spanish. Both versions were harmonized in a meeting among the Spanish translators, a methodologist and a rheumatologist into a consensual version. Another translator (native speaker for Dutch), blinded for the original version, back translated the synthesized version into Dutch. An expert committee, including all translators, one methodologist and a rheumatologist, reached consensus on discrepancies, ensuring equivalence between the Dutch and Spanish versions, and developed a pre-final version of the Spanish mSQUASH. The field test with cognitive debriefing involved a sample of 10 patients with axSpA covering the full spectrum of the disease -radiographic axSpA (r-axSpA) and non-radiographic axSpA (nr-axSpA)- with different gender, age, disease duration, and educational background. Each patient was interviewed to check understandability, interpretation and cultural relevance of the translation.Figure 1.Cross-cultural adaptation of the mSQUASHResultsThe translation process of the mSQUASH was completed without major complications following the forward-backward procedure. The first translation needed several iterations due to small discrepancies in the wording. Back-translation was performed without difficulties, and the expert committee agreed upon a final version of the questionnaire. A total of 10 patients with axSpA participated in the field test (Table 1). Seven were male, mean age (SD) was 38.9 (14.4) years; 6 patients had r-axSpA, 9 were HLA-B27+. Cognitive debriefing showed the Spanish questionnaire to be, relevant, understandable and comprehensive. The preliminary version was accepted with minor modifications. As a result of the interviews, minor spelling errors were corrected, and the wording of the response categories was homogenized (“despacio/ligero”). Besides, the term “colegio”- translated literally from the Dutch “school”- was found not comprehensive enough to reflect possibilities on education (i.e. it does not include university), so it was adapted to “el lugar de estudio”.Table 1.Patients’ characteristics#GenderAgeWorking statusEducationaxSpA subtypeDisease durationHLA-B27DrugBASDAI1Male63WorkingUniversityr-axSpA35 y+NSAIDs2.32Male24StudentSecondaryr-axSpA6 y+NSAIDs03Male37WorkingUniversityr-axSpA5 y+ADA2.54Male66RetiredUniversityr-axSpA23 y+IFN3.15Male29WorkingUniversityr-axSpA11 y+ADA06Female26WorkingUniversitynr-axSpA2 y+NSAIDs-7Male24StudentUniversitynr-axSpA1 y+ETA4.58Male35WorkingUniversityr-axSpA12 y+GOL09Female40WorkingSecondarynr-axSpA4 y+NSAIDs-10Female45UnemployedPrimarynr-axSpA9 y-GOL8.2ConclusionThe resulting Spanish version of the mSQUASH showed good linguistic and face validity according to the field test, revealing potential for use in both clinical practice and research settings. In order to conclude the cross-cultural adaptation of the mSQUASH into Spanish, the next step is the assessment of psychometric properties of the Spanish version.References[1]Beaton DE, et al. Spine. 2000; 25:3186-91[2]Carbo et al. Semin Arthritis Rheum. 2021; 51:719-27Disclosure of InterestsDiego Benavent Speakers bureau: Jannsen, Roche, Grant/research support from: Novartis, Andrea Jochems: None declared, DORA PASCUAL-SALCEDO Speakers bureau: Pfizer, Menarini, Takeda, Abvvie., Grant/research support from: Pfizer, Menarini, Takeda, Abvvie., Gijs Jochems: None declared, Chamaida Plasencia Speakers bureau: Pfizer, Abbvie, Lilly, Sandoz, Sanofi, Biogen, Roche and Novartis, Grant/research support from: Pfizer and Abbvie, Sofia Ramiro Speakers bureau: Eli Lilly, MSD, Novartis, UCB, Consultant of: AbbVie, Eli Lilly, MSD, Novartis, Pfizer, UCB, Sanofi, Grant/research support from: AbbVie, Galapagos, Novartis, Pfizer, UCB, Suzanne Arends: None declared, Anneke Spoorenberg Consultant of: AbbVie, Novartis, Pfizer; UCB, Lilly, Grant/research support from: AbbVie, Pfizer, Alejandro Balsa Speakers bureau: Pfizer, Abbvie, Lilly, Galapagos, BMS, Sandoz, Nordic Pharma, Gebro, Roche, Sanofi, UCB, Consultant of: Pfizer, Abbvie, Lilly, Galapagos, BMS, Nordic Pharma, Sanofi, UCB, Grant/research support from: Pfizer, Abbvie, BMS, Nordic Pharma, Gebro, Roche, UCB, Victoria Navarro-Compán Speakers bureau: AbbVie, Eli Lilly, Janssen, MSD, Novartis, Pfizer, UCB Pharma, Consultant of: AbbVie, Eli Lilly, MSD, Novartis, Pfizer, UCB Pharma, Grant/research support from: AbbVie and Novartis
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Damiani A, Gatta R, Dinapoli N, Meldolesi E, Jochems A, Deist T, van Soest J, Dekker A, Valentini V. A New Model to Solve Privacy Issues in Multi-centric Clinical Studies: Problems Solved and New Challenges. Int J Radiat Oncol Biol Phys 2015. [DOI: 10.1016/j.ijrobp.2015.07.1530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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de Groot S, Vreeswijk MPG, Gravesteijn G, Boei JJWA, Jochems A, Houtsma D, Nortier HWR, van der Hoeven KJM, Pijl H, Kroep JR. Abstract P4-16-12: CARE: A pilot study of the effects of short-term fasting on tolerance to (neo) adjuvant chemotherapy in breast cancer patients. Cancer Res 2013. [DOI: 10.1158/0008-5472.sabcs13-p4-16-12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background:
Preclinical evidence shows that short-term fasting (STS) protects normal cells and makes cancer cells more vulnerable to chemotherapy. This pilot study examines the feasibility and the effects of STS on tolerance to chemotherapy in patients with breast cancer.
Patients and methods:
Eligible patients had histologically confirmed, HER2-negative, early stage breast cancer and adequate bone marrow, liver and renal function. Women receiving (neo) adjuvant TAC courses (docetaxel/adriamycin/cyclophosphamide; day 1, q 3 weeks with G-CSF support at day 2) were randomized to fast 24 hours before and 24 hours after start of chemotherapy or to eat according to the guideline for healthy nutrition. The primary endpoint of the study was to compare neutrophil count after therapy. Secondary endpoints were side effects of chemotherapy, other hematologic counts and chemotherapy-induced DNA damage in leukocytes.
Results:
A total of 13 patients were included of which 7 patients fasted for 48 hours around the chemotherapy infusion (arm A) and 6 patients had a normal diet according to healthy nutrition guidelines (arm B). The median age was 52 years versus 53 years, BMI was 25.5 kg/m2 versus 22.9 kg/m2 and stage III was 43% versus 17% of patients in arms A and B, respectively. Patients were generally motivated to fast and the fasting was well tolerated. Plasma glucose levels were significant lower in fasting patients compared to controls. However, other metabolic parameters showed no significant difference. Fasting did not result in significant differences in neutrophil count or side effects of chemotherapy. Hemoglobin levels and erythrocyte counts after therapy were significantly higher in patients who fasted. Leukocytes of the patients which were isolated at various time points during therapy will soon be analysed for chemotherapy-induced DNA damage and presented at San Antonio.
Conclusion:
This is the first study evaluating the feasibility of 48 hours STS and its impact on side effects of chemotherapy in a homogeneous group of cancer patients. STS was well tolerated and had a beneficial effect on hemoglobin level, but not on experienced side effects. DNA analysis will follow. Larger studies are required to produce more insight into the possible benefits of STS during chemotherapy.
Citation Information: Cancer Res 2013;73(24 Suppl): Abstract nr P4-16-12.
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Rogers W, Keek SA, Beuque M, Lavrova E, Primakov S, Wu G, Yan C, Sanduleanu S, Gietema HA, Casale R, Occhipinti M, Woodruff HC, Jochems A, Lambin P. Towards texture accurate slice interpolation of medical images using PixelMiner. Comput Biol Med 2023; 161:106701. [PMID: 37244145 DOI: 10.1016/j.compbiomed.2023.106701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 08/06/2022] [Accepted: 11/23/2022] [Indexed: 05/29/2023]
Abstract
Quantitative image analysis models are used for medical imaging tasks such as registration, classification, object detection, and segmentation. For these models to be capable of making accurate predictions, they need valid and precise information. We propose PixelMiner, a convolution-based deep-learning model for interpolating computed tomography (CT) imaging slices. PixelMiner was designed to produce texture-accurate slice interpolations by trading off pixel accuracy for texture accuracy. PixelMiner was trained on a dataset of 7829 CT scans and validated using an external dataset. We demonstrated the model's effectiveness by using the structural similarity index (SSIM), peak signal to noise ratio (PSNR), and the root mean squared error (RMSE) of extracted texture features. Additionally, we developed and used a new metric, the mean squared mapped feature error (MSMFE). The performance of PixelMiner was compared to four other interpolation methods: (tri-)linear, (tri-)cubic, windowed sinc (WS), and nearest neighbor (NN). PixelMiner produced texture with a significantly lowest average texture error compared to all other methods with a normalized root mean squared error (NRMSE) of 0.11 (p < .01), and the significantly highest reproducibility with a concordance correlation coefficient (CCC) ≥ 0.85 (p < .01). PixelMiner was not only shown to better preserve features but was also validated using an ablation study by removing auto-regression from the model and was shown to improve segmentations on interpolated slices.
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Jochems A, El-Naqa I, Kessler M, Mayo C, Reeves J, Shruti J, Matuszak M, Ten Haken R, Faive-Fin C, Price G, Holloway L, Vinod S, Field M, Samir Barakat M, Thwaites D, Dekker A, Lambin P. PV-0240: A logistic regression model to predict 30-day mortality: difference between routine and trial data. Radiother Oncol 2017. [DOI: 10.1016/s0167-8140(17)30683-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Jochems A, Schouwenburg M, Aarts M, van den Berkmortel F, van den Eertwegh A, Groenewegen G, de Groot JW, Haanen J, Hospers G, Kapiteijn E, Koornstra R, Kruit W, Leeneman B, Louwman M, Piersma D, van Rijn R, Ten Tije A, Vreugdenhil G, Wouters M, van der Hoeven J. Real-world survival results of metastatic melanoma patients treated with ipilimumab in the Netherlands. Ann Oncol 2016. [DOI: 10.1093/annonc/mdw379.16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Sanduleanu S, Jochems A, Upadhaya T, Even A, Leijenaar R, Dankers F, Klaassen R, Woodruff H, Hatt M, Kaanders H, Hamming-Vrieze O, Van Laarhoven H, Subramiam R, Huang S, O’Sullivan B, Bratman S, Dubois L, Miclea R, Di Perri D, Geets X, De Ruysscher D, Hoebers F, Lambin P. PO-0733 Non-invasive imaging for tumor hypoxia: a novel validated CT and FDG-PET-based Radiomic signature. Radiother Oncol 2019. [DOI: 10.1016/s0167-8140(19)31153-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Lόpez-Rodríguez R, Martínez A, Plasencia C, Jochems A, Pascual-Salcedo D, Balsa A, Gonzalez A. OP0016 Increased Frequency of Anti-Drug Antibodies in Patients Carrying Compatible IGG1 Allotypes and Treated with Anti-TNF Antibodies. Ann Rheum Dis 2016. [DOI: 10.1136/annrheumdis-2016-eular.3560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Singh A, Kulkarni H, Langbein T, Lehmann C, Niepsch K, Müller D, Hommann M, Kaemmerer D, Jochems A, Lambin P, Hörsch D, Baum R. Peptide receptor radionuclide therapy of neuroendocrine neoplasms using lutetium-177 and yttrium-90 labeled somatostatin analogs: A single center experience in over 1000 patients. Ann Oncol 2017. [DOI: 10.1093/annonc/mdx368.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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Baltussen JC, van den Bos F, Slingerland M, Binda TRR, Liefers GJ, van den Hout WB, Fiocco M, Verschoor AJ, Cloos-van Balen M, Holterhues C, Houtsma D, Jochems A, Spierings LEAMM, van Bodegom-Vos L, Mooijaart SP, Gelderblom H, Speetjens FM, de Glas NA, Portielje JEA. DOSAGE study: protocol for a phase III non-inferiority randomised trial investigating dose-reduced chemotherapy for advanced colorectal cancer in older patients. BMJ Open 2024; 14:e089882. [PMID: 39142680 PMCID: PMC11331880 DOI: 10.1136/bmjopen-2024-089882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2024] [Accepted: 07/03/2024] [Indexed: 08/16/2024] Open
Abstract
INTRODUCTION Treating older adults with chemotherapy remains a challenge, given their under-representation in clinical trials and the lack of robust treatment guidelines for this population. Moreover, older patients, especially those with frailty, have an increased risk of developing chemotherapy-related toxicity, resulting in a decreased quality of life (QoL), increased hospitalisations and high healthcare costs. Phase II trials have suggested that upfront dose reduction of chemotherapy can reduce toxicity rates while maintaining efficacy, leading to fewer treatment discontinuations and an improved QoL. The DOSAGE aims to show that upfront dose-reduced chemotherapy in older patients with metastatic colorectal cancer is non-inferior to full-dose treatment in terms of progression-free survival (PFS), with adaption of the treatment plan (monotherapy or doublet chemotherapy) based on expected risk of treatment toxicity. METHODS AND ANALYSIS The DOSAGE study is an investigator-initiated phase III, open-label, non-inferiority, randomised controlled trial in patients aged≥70 years with metastatic colorectal cancer eligible for palliative chemotherapy. Based on toxicity risk, assessed using the Geriatric 8 (G8) tool, patients will be stratified to either doublet chemotherapy (fluoropyrimidine with oxaliplatin) or fluoropyrimidine monotherapy. Patients classified as low risk will be randomised between a fluoropyrimidine plus oxaliplatin in either full-dose or with an upfront dose reduction of 25%. Patients classified as high risk will be randomised between fluoropyrimidine monotherapy in either full-dose or with an upfront dose reduction. In the dose-reduced arm, dose escalation after two cycles is allowed. The primary outcome is PFS. Secondary endpoints include grade≥3 toxicity, QoL, physical functioning, number of treatment cycles, dose reductions, hospital admissions, overall survival, cumulative received dosage and cost-effectiveness. Considering a median PFS of 8 months and non-inferiority margin of 8 weeks, we shall include 587 patients. The study will be enrolled in 36 Dutch Hospitals, with enrolment scheduled to start in July 2024. This study will provide new evidence regarding the effect of dose-reduced chemotherapy on survival and treatment outcomes, as well as the use of the G8 to choose between doublet chemotherapy or monotherapy. Results will contribute to a more individualised approach in older patients with metastatic colorectal cancer, potentially leading to improved QoL while maintaining survival benefits. ETHICS AND DISSEMINATION This trial has received ethical approval by the ethical committee Leiden Den Haag Delft (P24.018) and will be approved by the Institutional Ethical Committee of the participating institutions. The results will be disseminated in peer-reviewed scientific journals. TRIAL REGISTRATION NUMBER NCT06275958.
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