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Pataky RE, Bryan S, Sadatsafavi M, Peacock S, Regier DA. Real-World Cost Effectiveness of a Policy of KRAS Testing to Inform Cetuximab or Panitumumab for Third-Line Therapy of Metastatic Colorectal Cancer in British Columbia, Canada. PHARMACOECONOMICS - OPEN 2023; 7:997-1006. [PMID: 37819586 PMCID: PMC10721761 DOI: 10.1007/s41669-023-00444-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/14/2023] [Indexed: 10/13/2023]
Abstract
BACKGROUND Cetuximab and panitumumab, two anti-EGFR therapies, are widely used for third-line therapy of metastatic colorectal cancer (mCRC) with wild-type KRAS, but there remains uncertainty around their cost effectiveness. The objective of this analysis was to conduct a real-world cost-effectiveness analysis of the policy change introducing KRAS testing and third-line anti-EGFR therapy mCRC in British Columbia (BC), Canada. METHODS We conducted secondary analysis of administrative data for a cohort of mCRC patients treated in BC in 2006-2015. Patients potentially eligible for KRAS testing and third-line therapy after the policy change (July 2009) were matched 2:1 to pre-policy patients using genetic matching on propensity score and baseline covariates. Costs and survival time were calculated over an 8-year time horizon, with bootstrapping to characterize uncertainty around endpoints. Cost effectiveness was expressed using incremental cost-effectiveness ratios (ICER) and the probability of cost effectiveness at a range of thresholds. RESULTS The cohort included 1757 mCRC patients (n = 456 pre-policy and n = 1304 post-policy; of those, n = 420 received cetuximab or panitumumab). There was a significant increase in survival and cost following the policy change. Adoption of KRAS testing and anti-EGFR therapy had an ICER of CA$73,759 per life-year gained (LYG) (95% CI 46,133-186,446). In scenario analysis, a reduction in cetuximab and panitumumab cost of at least 50% was required to make the policy change cost effective at a threshold of CA$50,000/LYG. CONCLUSION A policy of third-line anti-EGFR therapy informed by KRAS testing may be considered cost effective at thresholds above CA$70,000/LYG. Reduction in drug costs, through price discounts or potential future biosimilars, would make anti-EGFR therapy considerably more cost effective. By using real-world data for a large cohort with long follow-up we can assess the value of a policy of KRAS testing and anti-EGFR therapy achieved in practice.
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Affiliation(s)
- Reka E Pataky
- Canadian Centre for Applied Research in Cancer Control, Cancer Control Research, BC Cancer, Vancouver, BC, Canada.
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.
- BC Cancer Research Centre, 675 W. 10th Ave, Vancouver, BC, V5Z 1L3, Canada.
| | - Stirling Bryan
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
- Centre for Clinical Epidemiology and Evaluation, Vancouver Coastal Health Research Institute, Vancouver, BC, Canada
| | - Mohsen Sadatsafavi
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Stuart Peacock
- Canadian Centre for Applied Research in Cancer Control, Cancer Control Research, BC Cancer, Vancouver, BC, Canada
- Faculty of Health Sciences, Simon Fraser University, Burnaby, BC, Canada
| | - Dean A Regier
- Canadian Centre for Applied Research in Cancer Control, Cancer Control Research, BC Cancer, Vancouver, BC, Canada
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada
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Michels RE, Arteaga CH, Peters ML, Kapiteijn E, Van Herpen CML, Krol M. Economic Evaluation of a Tumour-Agnostic Therapy: Dutch Economic Value of Larotrectinib in TRK Fusion-Positive Cancers. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2022; 20:717-729. [PMID: 35843997 PMCID: PMC9385762 DOI: 10.1007/s40258-022-00740-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 05/23/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Larotrectinib is the first tumour-agnostic therapy that has been approved by the European Medicines Agency. Tumour-agnostic therapies are indicated for a multitude of tumour types. The economic models supporting reimbursement submissions of tumour-agnostic therapies are complex because of the multitude of indications per model. OBJECTIVE The objective of this paper was to evaluate the cost effectiveness of larotrectinib compared with standard of care in patients with cancer with tropomyosin receptor kinase fusion-positive tumour types in the Netherlands. METHODS A previously constructed cost-effectiveness model with a partitioned survival approach was adapted to the Dutch setting, simulating costs and effects of treatment in patients with tropomyosin receptor kinase fusion-positive cancer. The cost-effectiveness model conducts a naïve comparison of larotrectinib to a weighted comparator standard-of-care arm. Dutch specific resource use and costs were implemented and inflated to reflect 2019 euros. The analysis includes a lifetime horizon and a societal perspective. RESULTS Larotrectinib versus Dutch standard of care resulted in 5.61 incremental (QALYs) and €232,260 incremental costs, leading to an incremental cost-effectivenes ratio of €41,424/QALY. The probabilistic sensitivity analysis reveals a 88% chance of larotrectinib being cost effective compared with the pooled comparator standard-of-care arm at the applicable €80,000/QALY willingness-to-pay threshold in the Netherlands. CONCLUSIONS The incremental cost-effectivenes ratio was well below the applicable threshold for diseases with a high burden of disease in the Netherlands (€80,000). At this threshold, larotrectinib was estimated to be a cost-effective treatment for patients with tropomyosin receptor kinase fusion-positive cancer compared with current standard of care in the Netherlands.
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Affiliation(s)
- Renée E Michels
- IQVIA, Real World Solutions, Herikerbergweg 314, 1101 CT, Amsterdam, The Netherlands.
| | - Carlos H Arteaga
- HEOR Value Hub, Med-I-Mart BVBA/SPRL, Helshovenstraat 23, 3840, Hoepertingen, Belgium
| | - Michel L Peters
- IQVIA, Real World Solutions, Herikerbergweg 314, 1101 CT, Amsterdam, The Netherlands
| | - Ellen Kapiteijn
- Department of Medical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Carla M L Van Herpen
- Department of Medical Oncology, Radboud Institute for Health Sciences, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marieke Krol
- IQVIA, Real World Solutions, Herikerbergweg 314, 1101 CT, Amsterdam, The Netherlands
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Koilakou S, Petrou P. Economic Evaluation of Monoclonal Antibodies in Metastatic Colorectal Cancer: A Systematic Review. Mol Diagn Ther 2021; 25:715-734. [PMID: 34816395 DOI: 10.1007/s40291-021-00560-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/05/2021] [Indexed: 12/22/2022]
Abstract
INTRODUCTION Colorectal cancer (CRC) is one of the major causes of mortality and morbidity worldwide. The median overall survival (OS) of patients with metastatic CRC (mCRC) has doubled over the last 20 years partly due to the introduction of advanced biologic therapies. However, these treatment modalities bear significant costs on healthcare systems globally, and may jeopardize their fiscal sustainability. The aim of this systematic review was to critically appraise the economic evaluations of monoclonal antibodies in mCRC. METHODOLOGY A literature search was performed in the electronic databases of: Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, Database of Abstracts of Reviews of Effects, EMBASE, EMBASE Alert, PUBMED, NHS Economic Evaluation and Health Technology Assessment Database for full articles published from 1 January 2013 to 31 December 2020. RESULTS Twenty economic analyses were identified in the literature that fulfilled the inclusion criteria and evaluated the cost-effectiveness of (a) bevacizumab as first-line treatment for mCRC and as maintenance treatment, (b) cetuximab as first-line treatment, (c) panitumumab versus bevacizumab and cetuximab versus bevacizumab as first-line treatment, (d) aflibercept and ramucirumab as second-line treatment, (e) cetuximab and panitumumab as third-line treatment, (f) cetuximab versus panitumumab as later lines of treatment, and (g) RAS testing prior to anti-epidermal growth factor receptor (EGFR) treatment. CONCLUSIONS Bevacizumab in combination with chemotherapy is cost-effective as neither first-line treatment nor maintenance treatment. Sequential treatment with bevacizumab in first-line and second-line treatment was also not cost-effective. Testing for KRAS and extended RAS mutations is cost-effective and should be performed prior to anti-EGFR treatment. In the RAS wild-type subgroup of mCRCs the use of anti-EGFR (panitumumab or cetuximab) in first-line treatment leads to a more favorable cost-effectiveness profile than the corresponding anti-VEGF (bevacizumab). Cetuximab is not cost-effective as a first-line treatment. Anti-EGFR administration is not a cost-effective strategy in third-line treatment, even for RAS wild-type mCRCs, compared to best supportive care. Aflibercept was superior to ramucirumab and costed less, but neither were cost-effective compared to standard care.
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Affiliation(s)
| | - Panagiotis Petrou
- Pharmacoepidemiology-Pharmacovigilance, Pharmacy School, School of Sciences and Engineering, University of Nicosia, Nicosia, Cyprus
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Normanno N, Apostolides K, de Lorenzo F, Beer PA, Henderson R, Sullivan R, Biankin AV, Horgan D, Lawler M. Cancer Biomarkers in the era of precision oncology: Addressing the needs of patients and health systems. Semin Cancer Biol 2021; 84:293-301. [PMID: 34389490 DOI: 10.1016/j.semcancer.2021.08.002] [Citation(s) in RCA: 40] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 07/30/2021] [Accepted: 08/02/2021] [Indexed: 10/20/2022]
Abstract
Cancer Biomarkers are the key to unlocking the promise of precision oncology, selecting which patients will respond to a more personalised treatment while sparing non-responders the therapy-related toxicity. In this paper, we highlight the primacy of cancer biomarkers, but focus on their importance to patients and to health systems. We also highlight how cancer biomarkers represent value for money. We emphasise the need for cancer biomarkers infrastructure to be embedded into European health systems. We also highlight the need to deploy multiple biomarker testing to deliver the optimal benefit for patients and health systems and consider cancer biomarkers from the perspective of cost, value and regulation. Cancer biomarkers must also be situated in the context of the upcoming In Vitro Diagnostics Regulation, which may pose certain challenges (e.g. non-compliance of laboratory developed tests, leading to cancer biomarker shortages and increased costs) that need to be overcome. Cancer biomarkers must be embedded in the real world of oncology delivery and testing must be implemented across Europe, with the intended aim of narrowing, not widening the inequity gap for patients. Cancer patients must be placed firmly at the centre of a cancer biomarker informed precision oncology care agenda.
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Affiliation(s)
- Nicola Normanno
- Cell Biology and Biotherapy Unit, Istituto Nazionale Tumori - IRCCS - "Fondazione G. Pascale", Napoli, Italy
| | - Kathi Apostolides
- European Cancer Patient Coalition, Rue Montoyer 40, 1000, Brussels, Belgium
| | | | - Philip A Beer
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow, Scotland, G61 1QH, United Kingdom; Sanger Institute, Wellcome Trust Genome Campus, Cambridge, CB10 1SA, United Kingdom
| | - Raymond Henderson
- Diaceutics PLC, Belfast, United Kingdom; Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, United Kingdom
| | - Richard Sullivan
- King's College London, Institute of Cancer Policy, Guy's Hospital, Great Maze Pond, London, SE1 9RT, United Kingdom
| | - Andrew V Biankin
- Wolfson Wohl Cancer Research Centre, Institute of Cancer Sciences, University of Glasgow, Garscube Estate, Switchback Road, Bearsden, Glasgow, Scotland, G61 1QH, United Kingdom; West of Scotland Pancreatic Unit, Glasgow Royal Infirmary, Glasgow, G31 2ER, United Kingdom; South Western Sydney Clinical School, Goulburn St, Liverpool, NSW, 2170, Australia
| | - Denis Horgan
- European Alliance for Personalised Medicine, Avenue de l'Armee Legerlaan 10, 1040, Brussels, Belgium
| | - Mark Lawler
- Patrick G Johnston Centre for Cancer Research, Queen's University Belfast, United Kingdom.
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Degeling K, Vu M, Koffijberg H, Wong HL, Koopman M, Gibbs P, IJzerman M. Health Economic Models for Metastatic Colorectal Cancer: A Methodological Review. PHARMACOECONOMICS 2020; 38:683-713. [PMID: 32319026 DOI: 10.1007/s40273-020-00908-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
OBJECTIVE The aim of this systematic review was to provide a comprehensive and detailed review of structural and methodological assumptions in model-based cost-effectiveness analyses of systemic metastatic colorectal cancer (mCRC) treatments, and discuss their potential impact on health economic outcome estimates. METHODS Five databases (EMBASE, MEDLINE, Cochrane Library, Health Technology Assessment and National Health Service Health Economic Evaluation Database) were searched on 26 August 2019 for model-based full health economic evaluations of systemic mCRC treatment using a combination of free-text terms and subject headings. Full-text publications in English were eligible for inclusion if they were published in or after the year 2000. The Consolidated Health Economic Evaluation Reporting Standards checklist was used to assess the reporting quality of included publications. Study selection, appraisal and data extraction were performed by two reviewers independently. RESULTS The search yielded 1418 publications, of which 54 were included, representing 51 unique studies. Most studies focused on first-line treatment (n = 29, 57%), followed by third-line treatment (n = 13, 25%). Model structures were health-state driven (n = 27, 53%), treatment driven (n = 19, 37%), or a combination (n = 5, 10%). Cohort-level state-transition modelling (STM) was the most common technique (n = 33, 65%), followed by patient-level STM and partitioned survival analysis (both n = 6, 12%). Only 15 studies (29%) reported some sort of model validation. Health economic outcomes for specific strategies differed substantially between studies. For example, survival following first-line treatment with fluorouracil, leucovorin and oxaliplatin ranged from 1.21 to 7.33 years, with treatment costs ranging from US$8125 to US$126,606. CONCLUSIONS Model-based cost-effectiveness analyses of systemic mCRC treatments have adopted varied modelling methods and structures, resulting in substantially different outcomes. As models generally focus on first-line treatment without consideration of downstream treatments, there is a profound source of structural uncertainty implying that the cost-effectiveness of treatments across the mCRC pathway remains uncertain.
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Affiliation(s)
- Koen Degeling
- Cancer Health Services Research, Centre for Cancer Research, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia.
- Cancer Health Services Research, Centre for Health Policy, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia.
| | - Martin Vu
- Cancer Health Services Research, Centre for Cancer Research, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
- Cancer Health Services Research, Centre for Health Policy, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
| | - Hendrik Koffijberg
- Health Technology and Services Research, Technical Medical Centre, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, The Netherlands
| | - Hui-Li Wong
- Personalised Oncology Division, Walter and Eliza Hall Institute of Medical Research, Melbourne, Australia
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Miriam Koopman
- Department of Medical Oncology, University Medical Centre Utrecht and Utrecht University, Utrecht, The Netherlands
| | - Peter Gibbs
- Personalised Oncology Division, Walter and Eliza Hall Institute of Medical Research, Melbourne, Australia
- Department of Medical Oncology, Western Health, Melbourne, Australia
| | - Maarten IJzerman
- Cancer Health Services Research, Centre for Cancer Research, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
- Cancer Health Services Research, Centre for Health Policy, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, Australia
- Health Technology and Services Research, Technical Medical Centre, Faculty of Behavioural, Management and Social Sciences, University of Twente, Enschede, The Netherlands
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
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Bowrin K, Briere JB, Levy P, Millier A, Clay E, Toumi M. Cost-effectiveness analyses using real-world data: an overview of the literature. J Med Econ 2019; 22:545-553. [PMID: 30816067 DOI: 10.1080/13696998.2019.1588737] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Objectives: Real-world evidence (RWE) may provide good estimates of absolute event probabilities and costs in patients in actual clinical practice, but their use in decision-analytic models poses many challenges. A literature review based on a systematic search was conducted to summarize the limitations of using RWE in decision-analytic modeling reported in the literature, but also to identify existing recommendations about real-world modeling. Methods: A literature search was performed on Medline and Embase databases, as well as relevant websites. No restrictions in language or geographical scope were imposed. Results: A total of 14 references were included. RWE is recognized as a valuable source of data for market access and reimbursement, and as a complement to clinical trial evidence for treatment pathways, resource use, long-term natural history, and effectiveness. The main limitations identified in the literature were: confounding bias, missing data, lack of accurate data related to drug exposure and outcomes, errors during the record-keeping process, protection of private data, and insufficient numbers of patients. Although most submission guidelines recognized the potential biases associated with RWE, guidance on the appropriate methods to deal with these biases, and approaches to review different relevant evidence to inform model development, were scarce. Several initiatives have attempted to provide guidance on the use of RWE in decision-modeling. Conclusions: RWE is likely to be particularly valuable for informing healthcare policy-makers when formulating appropriate treatment pathways, encouraging the optimal allocation of scarce resources, and improving aggregate patient outcomes. However, little guidance is available on the relative merits of using efficacy and/or effectiveness evidence in Health Technology Appraisal submissions. Further research is needed to better understand these methods and their potential applications in a broader range of scenarios and simulation studies, and their impact on economic modeling.
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Affiliation(s)
| | | | - Pierre Levy
- c Université Paris-Dauphine, PSL Research University , Paris , France
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Kip MMA, van Oers JA, Shajiei A, Beishuizen A, Berghuis AMS, Girbes AR, de Jong E, de Lange DW, Nijsten MWN, IJzerman MJ, Koffijberg H, Kusters R. Cost-effectiveness of procalcitonin testing to guide antibiotic treatment duration in critically ill patients: results from a randomised controlled multicentre trial in the Netherlands. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2018; 22:293. [PMID: 30424796 PMCID: PMC6234639 DOI: 10.1186/s13054-018-2234-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/28/2018] [Accepted: 10/15/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND Procalcitonin (PCT) testing can help in safely reducing antibiotic treatment duration in intensive care patients with sepsis. However, the cost-effectiveness of such PCT guidance is not yet known. METHODS A trial-based analysis was performed to estimate the cost-effectiveness of PCT guidance compared with standard of care (without PCT guidance). Patient-level data were used from the SAPS trial in which 1546 patients were randomised. This trial was performed in the Netherlands, which is a country with, on average, low antibiotic use and a short duration of hospital stay. As quality of life among sepsis survivors was not measured during the SAPS, this was derived from a Dutch follow-up study. Outcome measures were (1) incremental direct hospital cost and (2) incremental cost per quality-adjusted life year (QALY) gained from a healthcare perspective over a one-year time horizon. Uncertainty in outcomes was assessed with bootstrapping. RESULTS Mean in-hospital costs were €46,081/patient in the PCT group compared with €46,146/patient with standard of care (i.e. - €65 (95% CI - €6314 to €6107); - 0.1%). The duration of the first course of antibiotic treatment was lower in the PCT group with 6.9 vs. 8.2 days (i.e. - 1.2 days (95% CI - 1.9 to - 0.4), - 14.8%). This was accompanied by lower in-hospital mortality of 21.8% vs. 29.8% (absolute decrease 7.9% (95% CI - 13.9% to - 1.8%), relative decrease 26.6%), resulting in an increase in mean QALYs/patient from 0.47 to 0.52 (i.e. + 0.05 (95% CI 0.00 to 0.10); + 10.1%). However, owing to high costs among sepsis survivors, healthcare costs over a one-year time horizon were €73,665/patient in the PCT group compared with €70,961/patient with standard of care (i.e. + €2704 (95% CI - €4495 to €10,005), + 3.8%), resulting in an incremental cost-effectiveness ratio of €57,402/QALY gained. Within this time frame, the probability of PCT guidance being cost-effective was 64% at a willingness-to-pay threshold of €80,000/QALY. CONCLUSIONS Although the impact of PCT guidance on total healthcare-related costs during the initial hospitalisation episode is likely negligible, the lower in-hospital mortality may lead to a non-significant increase in costs over a one-year time horizon. However, since uncertainty remains, it is recommended to investigate the long-term cost-effectiveness of PCT guidance, from a societal perspective, in different countries and settings.
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Affiliation(s)
- Michelle M A Kip
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500 AE, Enschede, the Netherlands.
| | - Jos A van Oers
- Department of Intensive Care, Elisabeth-Tweesteden Ziekenhuis, Tilburg, the Netherlands
| | - Arezoo Shajiei
- Department of Critical Care, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Albertus Beishuizen
- Department of Intensive Care, VU University Medical Center, Amsterdam, the Netherlands.,Department of Intensive Care, Medisch Spectrum Twente, Enschede, the Netherlands
| | - A M Sofie Berghuis
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500 AE, Enschede, the Netherlands
| | - Armand R Girbes
- Department of Intensive Care, VU University Medical Center, Amsterdam, the Netherlands
| | - Evelien de Jong
- Department of Intensive Care, VU University Medical Center, Amsterdam, the Netherlands
| | - Dylan W de Lange
- Department of Intensive Care, University Medical Centre Utrecht, University Utrecht, Utrecht, the Netherlands
| | - Maarten W N Nijsten
- Department of Critical Care, University Medical Center Groningen, University of Groningen, Groningen, the Netherlands
| | - Maarten J IJzerman
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500 AE, Enschede, the Netherlands
| | - Hendrik Koffijberg
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500 AE, Enschede, the Netherlands
| | - Ron Kusters
- Department of Health Technology and Services Research, Faculty of Behavioural, Management and Social Sciences, Technical Medical Centre, University of Twente, P.O. Box 217, 7500 AE, Enschede, the Netherlands.,Laboratory for Clinical Chemistry and Hematology, Jeroen Bosch Ziekenhuis, 's-Hertogenbosch, the Netherlands
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