A standardization approach to compare treatment safety and effectiveness outcomes between clinical trials and real-world populations in psoriasis.
Adalimumab
/ administration & dosage
Adult
Aged
Aged, 80 and over
Biological Products
/ administration & dosage
Drug-Related Side Effects and Adverse Reactions
/ epidemiology
Etanercept
/ administration & dosage
Female
Humans
Incidence
Logistic Models
Male
Middle Aged
Multivariate Analysis
Patient Selection
Psoriasis
/ diagnosis
Randomized Controlled Trials as Topic
/ standards
Reference Standards
Registries
/ standards
Research Design
/ standards
Treatment Outcome
Ustekinumab
/ administration & dosage
Young Adult
Journal
The British journal of dermatology
ISSN: 1365-2133
Titre abrégé: Br J Dermatol
Pays: England
ID NLM: 0004041
Informations de publication
Date de publication:
12 2019
12 2019
Historique:
accepted:
28
02
2019
pubmed:
2
3
2019
medline:
16
3
2021
entrez:
2
3
2019
Statut:
ppublish
Résumé
Patients recruited in randomized controlled trials (RCTs) for biologic therapies in psoriasis are not fully representative of the real-world psoriasis population. Firstly, to investigate whether patient characteristics are associated with being included in a psoriasis RCT. Secondly, to estimate the differences in the incidence of severe adverse events (SAEs) and the response rate between RCT and real-world populations of patients on biologic therapies for psoriasis using a standardization method. Data from the British Association of Dermatologists Biologics and Immunomodulators Register (BADBIR) were appended to individual participant-level data from two RCTs assessing ustekinumab in patients with psoriasis. Baseline variables were assessed for association of being in an RCT using a multivariable logistic regression model. Propensity score weights were derived to reweigh the registry population so that variables had the distribution of the trial population. We measured the C-statistic of the model with trial status as the dependent variable, and the risk differences in the incidence rate of SAEs in the first year and Psoriasis Area and Severity Index (PASI) after 6 months in the BADBIR cohort before and after weighting. In total 6790 registry and 2021 RCT participants were included. The multivariable logistic regression model had a C-statistic of 0.82 [95% confidence interval (CI) 0.81-0.83]. The risk differences for the incidence rate of SAEs and the proportion of patients with PASI < 1.5 were 9.27 (95% CI -3.91-22.5) per 1000 person-years and 0.95 (95% CI -1.98-4.15), respectively. Our results suggest that RCTs of biologic therapies in patients with psoriasis are not fully representative of the real-world population, but this lack of external validity does not account for the efficacy-effectiveness gap. What's already known about this topic? Patients with psoriasis who would not be eligible for randomized controlled trials (RCTs) investigating biologic therapies have a greater risk of serious adverse events and lower treatment effectiveness than patients who would have been eligible. What does this study add? Baseline patient characteristics were shown to be predictive of whether a patient would have been eligible for enrolment in an RCT for psoriasis biologic therapy. We did not find any efficacy-effectiveness gap between the sample representative of the real-world population of patients with psoriasis and the sample representative of the RCT population. Factors outside of baseline patient characteristics, such as observer effect and higher adherence in RCTs, may be more influential in any efficacy-effectiveness gap between trial and real-world populations of patients with psoriasis.
Sections du résumé
BACKGROUND
Patients recruited in randomized controlled trials (RCTs) for biologic therapies in psoriasis are not fully representative of the real-world psoriasis population.
OBJECTIVES
Firstly, to investigate whether patient characteristics are associated with being included in a psoriasis RCT. Secondly, to estimate the differences in the incidence of severe adverse events (SAEs) and the response rate between RCT and real-world populations of patients on biologic therapies for psoriasis using a standardization method.
METHODS
Data from the British Association of Dermatologists Biologics and Immunomodulators Register (BADBIR) were appended to individual participant-level data from two RCTs assessing ustekinumab in patients with psoriasis. Baseline variables were assessed for association of being in an RCT using a multivariable logistic regression model. Propensity score weights were derived to reweigh the registry population so that variables had the distribution of the trial population. We measured the C-statistic of the model with trial status as the dependent variable, and the risk differences in the incidence rate of SAEs in the first year and Psoriasis Area and Severity Index (PASI) after 6 months in the BADBIR cohort before and after weighting.
RESULTS
In total 6790 registry and 2021 RCT participants were included. The multivariable logistic regression model had a C-statistic of 0.82 [95% confidence interval (CI) 0.81-0.83]. The risk differences for the incidence rate of SAEs and the proportion of patients with PASI < 1.5 were 9.27 (95% CI -3.91-22.5) per 1000 person-years and 0.95 (95% CI -1.98-4.15), respectively.
CONCLUSIONS
Our results suggest that RCTs of biologic therapies in patients with psoriasis are not fully representative of the real-world population, but this lack of external validity does not account for the efficacy-effectiveness gap. What's already known about this topic? Patients with psoriasis who would not be eligible for randomized controlled trials (RCTs) investigating biologic therapies have a greater risk of serious adverse events and lower treatment effectiveness than patients who would have been eligible. What does this study add? Baseline patient characteristics were shown to be predictive of whether a patient would have been eligible for enrolment in an RCT for psoriasis biologic therapy. We did not find any efficacy-effectiveness gap between the sample representative of the real-world population of patients with psoriasis and the sample representative of the RCT population. Factors outside of baseline patient characteristics, such as observer effect and higher adherence in RCTs, may be more influential in any efficacy-effectiveness gap between trial and real-world populations of patients with psoriasis.
Identifiants
pubmed: 30822358
doi: 10.1111/bjd.17849
pmc: PMC6916305
doi:
Substances chimiques
Biological Products
0
Ustekinumab
FU77B4U5Z0
Adalimumab
FYS6T7F842
Etanercept
OP401G7OJC
Types de publication
Comparative Study
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
1265-1271Subventions
Organisme : Department of Health
ID : DRF-2015-08-089
Pays : United Kingdom
Organisme : Research Trainees Coordinating Centre
ID : DRF-2015-08-089
Pays : International
Informations de copyright
© 2019 The Authors. British Journal of Dermatology published by John Wiley & Sons Ltd on behalf of British Association of Dermatologists.
Références
Br J Dermatol. 2012 Mar;166(3):545-54
pubmed: 22356636
Rheumatology (Oxford). 2018 Feb 1;57(2):354-369
pubmed: 29149289
Am J Epidemiol. 2010 Jul 1;172(1):107-15
pubmed: 20547574
Arch Dermatol. 2012 Apr;148(4):463-70
pubmed: 22508869
Trials. 2015 Nov 03;16:495
pubmed: 26530985
Lancet. 2008 May 17;371(9625):1675-84
pubmed: 18486740
JAMA Dermatol. 2018 May 1;154(5):581-588
pubmed: 29590279
Lancet. 2008 May 17;371(9625):1665-74
pubmed: 18486739
Br J Dermatol. 2016 Sep;175(3):636-8
pubmed: 27038074
J Invest Dermatol. 2015 Nov;135(11):2632-2640
pubmed: 26053050
J Invest Dermatol. 2017 Aug;137(8):1646-1654
pubmed: 28457908
Br J Dermatol. 2015 Aug;173(2):510-8
pubmed: 25989336
Am J Epidemiol. 2018 Apr 1;187(4):817-827
pubmed: 29020193
Br J Dermatol. 2017 Sep;177(3):628-636
pubmed: 28513835