1
|
Koopman SF, Goedhart TMHJ, Bukkems LH, Mulders TM, Leebeek FWG, Fijnvandraat K, Coppens M, Mathias M, Collins PW, Tait RC, Bagot CN, Curry N, Payne J, Chowdary P, Cnossen MH, Mathôt RAA. A new population pharmacokinetic model for recombinant factor IX-Fc fusion concentrate including young children with haemophilia B. Br J Clin Pharmacol 2024; 90:220-231. [PMID: 37567779 DOI: 10.1111/bcp.15881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 07/24/2023] [Accepted: 07/27/2023] [Indexed: 08/13/2023] Open
Abstract
AIMS Recombinant factor IX Fc fusion protein (rFIX-Fc) is an extended half-life factor concentrate administered to haemophilia B patients. So far, a population pharmacokinetic (PK) model has only been published for patients aged ≥12 years. The aim was to externally evaluate the predictive performance of the published rFIX-Fc population PK model for patients of all ages and develop a model that describes rFIX-Fc PK using real-world data. METHODS We collected prospective and retrospective data from patients with haemophilia B treated with rFIX-Fc and included in the OPTI-CLOT TARGET study (NTR7523) or United Kindom (UK)-EHL Outcomes Registry (NCT02938156). Predictive performance was assessed by comparing predicted with observed FIX activity levels. A new population PK model was constructed using nonlinear mixed-effects modelling. RESULTS Real-world data were obtained from 37 patients (median age: 16 years, range 2-71) of whom 14 were aged <12 years. Observed FIX activity levels were significantly higher than levels predicted using the published model, with a median prediction error of -48.8%. The new model showed a lower median prediction error (3.4%) and better described rFIX-Fc PK, especially for children aged <12 years. In the new model, an increase in age was correlated with a decrease in clearance (P < .01). CONCLUSIONS The published population PK model significantly underpredicted FIX activity levels. The new model better describes rFIX-Fc PK, especially for children aged <12 years. This study underlines the necessity to strive for representative population PK models, thereby avoiding extrapolation outside the studied population.
Collapse
Affiliation(s)
- Sjoerd F Koopman
- Hospital Pharmacy-Clinical Pharmacology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Tine M H J Goedhart
- Department of Pediatric Hematology and Oncology, Erasmus MC Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Laura H Bukkems
- Hospital Pharmacy-Clinical Pharmacology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Trevor M Mulders
- Hospital Pharmacy-Clinical Pharmacology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Frank W G Leebeek
- Department of Hematology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Karin Fijnvandraat
- Amsterdam UMC, University of Amsterdam, Emma Children's Hospital, Pediatric Hematology, Amsterdam, The Netherlands
| | - Michiel Coppens
- Vascular Medicine, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Pulmonary Hypertension & Thrombosis, Amsterdam, The Netherlands
| | - Mary Mathias
- Haemophilia Comprehensive Care Centre, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Peter W Collins
- Arthur Bloom Haemophilia Centre, School of Medicine, Cardiff University Hospital, Cardiff, UK
| | - R Campbell Tait
- Department of Haematology, Glasgow Royal Infirmary, Glasgow, UK
| | | | - Nicola Curry
- Oxford Haemophilia and Thrombosis Centre and Oxford NIHR BRC, Nuffield Orthopaedic Hospital, Oxford, UK
| | - Jeanette Payne
- Department of Paediatric Haematology, Sheffield Children's NHS Foundation Trust, Sheffield, UK
| | - Pratima Chowdary
- Katharine Dormandy Haemophilia Centre and Thrombosis Unit, Royal Free London NHS Foundation Trust, London, UK
| | - Marjon H Cnossen
- Department of Pediatric Hematology and Oncology, Erasmus MC Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Ron A A Mathôt
- Hospital Pharmacy-Clinical Pharmacology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| |
Collapse
|
2
|
Goedhart TMHJ, Janssen A, Mathôt RAA, Cnossen MH. The road to implementation of pharmacokinetic-guided dosing of factor replacement therapy in hemophilia and allied bleeding disorders. Identifying knowledge gaps by mapping barriers and facilitators. Blood Rev 2023; 61:101098. [PMID: 37321952 DOI: 10.1016/j.blre.2023.101098] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 04/02/2023] [Accepted: 05/07/2023] [Indexed: 06/17/2023]
Abstract
Clinical guidelines and expert groups recommend the use of pharmacokinetic (PK)-guided dosing of factor replacement therapy for the treatment of bleeding disorders, especially for patients with hemophilia. Although PK-guided dosing is increasingly applied, it is generally not considered standard clinical practice. The aim of this scoping review is to map barriers and facilitators for the implementation of PK-guided dosing in clinical practice and to identify knowledge gaps. A literature search was performed and 110 articles were included that describe PK-guided dosing in patients with bleeding disorders, mostly hemophilia A. We defined two overarching themes, efficacy and feasibility, and discuss five topics within each theme. For each topic, barriers, facilitators and knowledge gaps were described. Although consensus was found with regard to some topics, contradicting reports were found for others, especially with respect to the efficacy of PK-guided dosing. These contradictions highlight the need for future research to elucidate current ambiguities.
Collapse
Affiliation(s)
- Tine M H J Goedhart
- Department of Pediatric Hematology and Oncology, Erasmus MC Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| | - A Janssen
- Department of Clinical Pharmacology - Hospital Pharmacy, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands.
| | - Ron A A Mathôt
- Department of Clinical Pharmacology - Hospital Pharmacy, Amsterdam University Medical Centers, University of Amsterdam, Amsterdam, the Netherlands.
| | - Marjon H Cnossen
- Department of Pediatric Hematology and Oncology, Erasmus MC Sophia Children's Hospital, University Medical Center Rotterdam, Rotterdam, the Netherlands.
| |
Collapse
|
3
|
Bukkems LH, Heijdra JM, Mathias M, Collins PW, Hay CRM, Tait RC, Mangles S, Myers B, Evans G, Bailiff B, Curry N, Payne J, Austin S, Goedhart TMHJ, Leebeek FWG, Meijer K, Fijnvandraat K, Chowdary P, Mathôt RAA, Cnossen MH. A Novel, Enriched Population Pharmacokinetic Model for Recombinant Factor VIII-Fc Fusion Protein Concentrate in Hemophilia A Patients. Thromb Haemost 2020; 120:747-757. [DOI: 10.1055/s-0040-1709522] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Abstract
Background The currently published population pharmacokinetic (PK) models used for PK-guided dosing in hemophilia patients are based on clinical trial data and usually not externally validated in clinical practice. The aim of this study was to validate a published model for recombinant factor VIII-Fc fusion protein (rFVIII-Fc) concentrate and to develop an enriched model using independently collected clinical data if required.
Methods Clinical data from hemophilia A patients treated with rFVIII-Fc concentrate (Elocta) participating in the United Kingdom Extended Half-Life Outcomes Registry were collected. The predictive performance of the published model was assessed using mean percentage error (bias) and mean absolute percentage error (inaccuracy). An extended population PK model was developed using nonlinear mixed-effects modeling (NONMEM).
Results A total of 43 hemophilia A patients (FVIII ≤ 2 IU/dL), aged 5 to 70 years, were included. The prior model was able to predict the collected 244 rFVIII-Fc levels without significant bias (–1.0%, 95% CI: –9.4 to 7.3%) and with acceptable accuracy (12.9%). However, clearance and central distribution volume were under predicted in patients <12 years, which was expected as this age group was not represented in the previous model population. An enriched population PK model was constructed, which was able to successfully characterize PK profiles of younger children.
Conclusion We concluded that the existing rFVIII-Fc population PK model is valid for patients ≥ 12 years. However, it is not reliable in younger patients. Our alternative model, constructed from real world patient data including children, allows for better description of patients ≥5 years.
Collapse
Affiliation(s)
- Laura H. Bukkems
- Hospital Pharmacy-Clinical Pharmacology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Jessica M. Heijdra
- Department of Pediatric Hematology, Erasmus University Medical Center – Sophia Children's Hospital Rotterdam, Rotterdam, The Netherlands
| | - Mary Mathias
- Haemophilia Comprehensive Care Centre, Great Ormond Street Hospital for Children NHS Foundation Trust, London, United Kingdom
| | - Peter W. Collins
- Arthur Bloom Haemophilia Centre, School of Medicine, Cardiff University Hospital, Cardiff, United Kingdom
| | - Charles R. M. Hay
- University Department of Haematology, Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | - Robert C. Tait
- Department of Haematology, Royal Infirmary, Glasgow, United Kingdom
| | - Sarah Mangles
- Haemophilia, Haemostasis and Thrombosis Centre, Hampshire Hospitals NHS Foundation Trust, Basingstoke, United Kingdom
| | - Bethan Myers
- Department of Haematology, United Lincolnshire Hospitals NHS Trust, Lincoln, United Kingdom
| | - G. Evans
- Department of Haematology, East Kent Hospitals University NHS Foundation Trust, Kent, United Kingdom
| | - Benjamin Bailiff
- Department Haematology and Blood Transfusion, University Hospitals Coventry and Warwickshire NHS Trust, Coventry, United Kingdom
| | - Nicola Curry
- Oxford Haemophilia and Thrombosis Centre and Oxford NIHR BRC, Churchill Hospital, Oxford, United Kingdom
| | - Jeanette Payne
- Department of PaediatricHaematology, Sheffield Children's NHS Foundation Trust, Sheffield, United Kingdom
| | - Steve Austin
- Centre for Haemostasis and Thrombosis, St George's University Hospitals NHS Foundation Trust, London, United Kingdom
| | - Tine M. H. J. Goedhart
- Department of Pediatric Hematology, Erasmus University Medical Center – Sophia Children's Hospital Rotterdam, Rotterdam, The Netherlands
| | - Frank W. G. Leebeek
- Department of Hematology, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Karina Meijer
- Department of Hematology, University Medical Center Groningen, University of Groningen, Groningen, The Netherlands
| | - Karin Fijnvandraat
- Department of Pediatrics, Amsterdam University Medical Centers, The Netherlands
| | - Pratima Chowdary
- Katharine DormandyHaemophilia Centre and Thrombosis Unit, Royal Free London NHS Foundation Trust, London, United Kingdom
| | - Ron A. A. Mathôt
- Hospital Pharmacy-Clinical Pharmacology, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Marjon H. Cnossen
- Department of Pediatric Hematology, Erasmus University Medical Center – Sophia Children's Hospital Rotterdam, Rotterdam, The Netherlands
| | | |
Collapse
|
4
|
Warnink-Kavelaars J, Beelen A, Goedhart TMHJ, de Koning LE, Nollet F, Alsem MW, Menke LA, Engelbert RHH. Marfan syndrome in adolescence: adolescents' perspectives on (physical) functioning, disability, contextual factors and support needs. Eur J Pediatr 2019; 178:1883-1892. [PMID: 31620888 PMCID: PMC6881250 DOI: 10.1007/s00431-019-03469-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 09/10/2019] [Accepted: 09/10/2019] [Indexed: 12/11/2022]
Abstract
Although essential for providing optimal adolescent patient support, knowledge of the impact of Marfan syndrome in adolescence is limited. To explore adolescents' perceived impact of Marfan syndrome on (physical) functioning (activities, participation), disability (limitations, restrictions), contextual factors and support needs, we interviewed 19 adolescents with Marfan syndrome. Audio-recordings were transcribed, coded and analysed using thematic analysis. Identified themes were "difficulties in keeping up with peers" and "being and feeling different from peers". Furthermore, an adolescent Marfan syndrome-specific International Classification of Functioning, Disability and Health for Children and Youth (ICF-CY) model derived from the data describing the adolescent perceived impact of Marfan syndrome on functioning, disability and its contextual factors. Adolescents perceived problems in keeping up with peers in school, sports, leisure and friendships/relationships, and they could not meet work requirements. Moreover, participants perceived to differ from peers due to their appearance and disability. Contextual factors: coping with Marfan syndrome, self-esteem/image, knowledge about Marfan syndrome, support from family/friends/teachers, ability to express needs and peer-group acceptation acted individually as barrier or facilitator for identified themes.Conclusion: Adolescents with Marfan syndrome perceived limitations and restrictions in (physical) functioning. They perceived problems in keeping up with peers and perceived to differ from peers due to their appearance and disability. This warrants awareness and tailored physical, psychosocial, educational and environmental support programmes to improve (physical) functioning and empowerment of adolescents with Marfan syndrome.What is known:• Marfan syndrome is a hereditary connective tissue disorder.• Marfan syndrome affects multiple systems.What is new:• Adolescents with Marfan syndrome perceive (1) problems in keeping up with peers in school, sports, leisure, friendships/relationships and work (2) to differ from peers due to their appearance and disability.• An adolescent Marfan syndrome-specific International Classification of Functioning, Disability and Health for Children and Youth model derived from the data describing the adolescent perceived impact of Marfan syndrome on functioning, disability and contextual factors.
Collapse
Affiliation(s)
- Jessica Warnink-Kavelaars
- Amsterdam UMC, University of Amsterdam, Rehabilitation, Amsterdam Movement Sciences, Meibergdreef 9, PO 22660, 1100 DD, Amsterdam, Netherlands.
| | - Anita Beelen
- grid.7177.60000000084992262Amsterdam UMC, University of Amsterdam, Rehabilitation, Amsterdam Movement Sciences, Meibergdreef 9, PO 22660, 1100 DD Amsterdam, Netherlands ,grid.7692.a0000000090126352Department of Rehabilitation, Physical Therapy Science & Sports, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, the Netherlands ,grid.7692.a0000000090126352Center of Excellence for Rehabilitation Medicine, UMC Utrecht Brain Center, University Medical Center Utrecht, and De Hoogstraat Rehabilitation, Utrecht, the Netherlands
| | - Tine M. H. J. Goedhart
- grid.7177.60000000084992262Amsterdam UMC, University of Amsterdam, Rehabilitation, Amsterdam Movement Sciences, Meibergdreef 9, PO 22660, 1100 DD Amsterdam, Netherlands
| | - Lisanne E. de Koning
- grid.431204.0ACHIEVE, Center of Applied Research, Amsterdam University of Applied Sciences, Faculty of Health, Amsterdam, the Netherlands
| | - Frans Nollet
- grid.7177.60000000084992262Amsterdam UMC, University of Amsterdam, Rehabilitation, Amsterdam Movement Sciences, Meibergdreef 9, PO 22660, 1100 DD Amsterdam, Netherlands
| | - Mattijs W. Alsem
- grid.7177.60000000084992262Amsterdam UMC, University of Amsterdam, Rehabilitation, Amsterdam Movement Sciences, Meibergdreef 9, PO 22660, 1100 DD Amsterdam, Netherlands
| | - Leonie A. Menke
- grid.7177.60000000084992262Amsterdam UMC, University of Amsterdam, Pediatrics, Meibergdreef 9, Amsterdam, Netherlands
| | - Raoul H. H. Engelbert
- grid.7177.60000000084992262Amsterdam UMC, University of Amsterdam, Rehabilitation, Amsterdam Movement Sciences, Meibergdreef 9, PO 22660, 1100 DD Amsterdam, Netherlands ,grid.431204.0ACHIEVE, Center of Applied Research, Amsterdam University of Applied Sciences, Faculty of Health, Amsterdam, the Netherlands ,grid.7177.60000000084992262Amsterdam UMC, University of Amsterdam, Pediatrics, Meibergdreef 9, Amsterdam, Netherlands
| |
Collapse
|