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1.
Value Health ; 26(7): 1085-1097, 2023 07.
Article in English | MEDLINE | ID: mdl-36878311

ABSTRACT

OBJECTIVES: To describe how subclinical hypothyroidism (SubHypo) influences the quality of life (QoL) during pregnancy. METHODS: In primary data collection (NCT04167423), thyroid stimulating hormone (TSH), free thyroxine (FT4), thyroid peroxidase antibodies, generic quality of life (QoL; 5-level version of EQ-5D [EQ-5D-5L]), and disease-specific QoL (ThyPRO-39) were measured among pregnant women. SubHypo during each trimester was defined according to the 2014 European Thyroid Association guidelines (TSH > 2.5, 3.0, and 3.5 IU/L, respectively; with normal FT4). Path analysis described relationships and tested mediation. Linear ordinary least squares, beta, tobit, and two-part regressions were used to map ThyPRO-39 and EQ-5D-5L. Alternative SubHypo definition was tested in sensitivity analysis. RESULTS: A total of 253 women at 14 sites (31 ± 5 years old, 15 ± 6 weeks pregnant) completed the questionnaires. Sixty-one (26%) had SubHypo and differed from 174 (74%) euthyroid women in smoking history (61% vs 41%), primiparity (62% vs 43%) and TSH level (4.1 ± 1.4 vs 1.5 ± 0.7 mIU/L, P < .001). EQ-5D-5L utility in SubHypo (0.89 ± 0.12) was lower than that in euthyroid (0.92 ± 0.11; P = .028) even after adjustment (difference -0.04, P = .033), whereas ocular (P = .001, ThyPRO-39), cognitive symptoms (P = .043), anxiety (P < .0001), and the composite score were higher. The impact of SubHypo on utility was mediated by anxiety. Results were confirmed by sensitivity analysis. Final mapping equation (ordinary least squares) includes goiter symptoms, anxiety, upset stomach, composite score (ThyPRO-39), FT4 levels, and week of pregnancy (determination coefficient 0.36). CONCLUSION: This is the first QoL mapping of SubHypo during pregnancy and the first evidence that SubHypo is associated with a negative impact on QoL. The effect is mediated by anxiety. EQ-5D-5L utilities can be generated based on ThyPRO-39 scores collected in pregnant euthyroid and patients with SubHypo.


Subject(s)
Hypothyroidism , Quality of Life , Adult , Female , Humans , Pregnancy , Anxiety , Quality of Life/psychology , Surveys and Questionnaires , Thyrotropin
2.
Expert Rev Cardiovasc Ther ; 21(4): 293-304, 2023 Apr.
Article in English | MEDLINE | ID: mdl-36877129

ABSTRACT

OBJECTIVES: To verify whether transradial (TRA) compared to transfemoral (TFA) cardiac catheterization reduces the risk of periprocedural stroke (PS). METHODS: We reviewed (CRD42021277918) published real-world cohorts reporting the incidence of PS within 3 days following diagnostic or interventional catheterization. Meta-analyses and meta-regressions of odds ratios (OR) performed using the DerSimonian and Laird method were checked for publication bias (Egger test) and adjusted for false-positive results (study sequential analysis SSA). RESULTS: The pooled incidence of PS from 2,188,047 catheterizations (14 cohorts), was 193 (105 to 355) per 100,000. Meta-analyses of adjusted estimates (OR = 0.66 (0.49 to 0.89); p = 0.007; I2 = 90%), unadjusted estimates (OR = 0.63 (0.51 to 0.77; I2 = 74%; p = 0.000)), and a sub-group of prospective cohorts (OR = 0.67 (0.48 to 0.94; p = 0.022; I2 = 16%)) had a lower risk of PS in TRA (without indication of publication bias). SSA confirmed the pooled sample size was sufficient to support these conclusions. Meta-regression decreased the unexplained heterogeneity but did not identify any independent predictor of PS nor any effect modifier. CONCLUSION: Periprocedural stroke remains a rare and hard-to-predict adverse event associated with cardiac catheterization. TRA is associated with a 20% to 30% lower risk of PS in real-world/common practice settings. Future studies are unlikely to change our conclusion.


Subject(s)
Catheterization, Peripheral , Percutaneous Coronary Intervention , Stroke , Humans , Prospective Studies , Percutaneous Coronary Intervention/methods , Stroke/epidemiology , Stroke/etiology , Stroke/prevention & control , Cardiac Catheterization/adverse effects , Cardiac Catheterization/methods , Radial Artery , Femoral Artery , Treatment Outcome , Catheterization, Peripheral/methods , Risk Factors
3.
Expert Rev Gastroenterol Hepatol ; 17(1): 99-108, 2023 Jan.
Article in English | MEDLINE | ID: mdl-36537197

ABSTRACT

BACKGROUND: The societal burden of inflammatory bowel diseases (IBD) is not well documented, and further studies are needed to quantify the costs of the disease state. Thus, the aim was to estimate the societal burden and identify its predictors. METHODS: A cross-sectional questionnaire-based study complemented by objective data from patient medical records was performed for patients with Crohn's disease (CD) and ulcerative colitis (UC). RESULTS: We analyzed data from 161 patients (CD: 102, UC: 59). The overall work impairment reached 15.4%, 11.2% vs. 28.8% without/with self-reported symptoms (p = 0.006). Daily activity impairment was 19.3%, 14.1% vs. 35.6% (p < 0.001). The disability pension rate was 28%, 23% vs. 44% (p = 0.012). The total productivity loss due to absenteeism, presenteeism, and disability amounted to 7,673 €/patient/year, 6,018 vs. 12,354 €/patient/year (p = 0.000). Out-of-pocket costs amounted to 562 €/patient/year, 472 vs. 844 €/patient/year (p = 0.001). Self-reported symptoms were the strongest predictor of costs (p < 0.001). CONCLUSION: We found a high societal burden for IBD and a significant association between patient-reported disease symptoms and work disability, daily activity impairment, disability pensions, and out-of-pocket costs. Physician-reported disease activity is not a reliable predictor of costs except for out-of-pocket expenses.


Subject(s)
Colitis, Ulcerative , Crohn Disease , Inflammatory Bowel Diseases , Humans , Cross-Sectional Studies , Inflammatory Bowel Diseases/diagnosis , Crohn Disease/diagnosis , Colitis, Ulcerative/diagnosis , Patient Reported Outcome Measures
4.
Pharmaceuticals (Basel) ; 15(10)2022 Oct 11.
Article in English | MEDLINE | ID: mdl-36297360

ABSTRACT

Background: A poor patient adherence often limits the real-world effectiveness of an oral disease-modifying therapy (DMT) for multiple sclerosis (MS). In the present study, we aimed to map patient preferences, attitudes toward treatment, and quality of life to identify the predictors of non-adherence to teriflunomide. Methods: This was a single-arm, non-interventional, multicenter study (Czech Act 378/2007 Coll.) consisting of three visits: the first at treatment initiation (teriflunomide 14 mg), and then after 3 and 9 months of therapy. We enrolled both DMT-naïve and patients who had undergone a DMT diagnosed with a clinically isolated syndrome (CIS) or relapsing-remitting multiple sclerosis (RRMS). The functional status and MS activity were estimated using the Expanded Disability Status Scale (EDSS) and annualized relapse rate (ARR); the quality of life via the Multiple Sclerosis Impact Scale (MSIS-29); the medication adherence with the Morisky Medication Adherence Scale (MMAS-8); the confidence in the ability to take medications by the Self-Efficacy for Appropriate Medication Score (SEAMS); and the attitude to the therapy via the Beliefs about Medicines Questionnaire (BMQ). After nine months of therapy, we predicted the adherence to teriflunomide (MMAS-8) by fitting a multivariate ordinal logistic model with EDSS changes, gender, previous DMT, MSIS-29, BMQ, and SEAMS as the explanatory variables. Results: Between 2018 and 2019, 114 patients were enrolled at 10 sites in the Czech Republic. The mean age was 41.2 years, 64.8% were diagnosed with a CIS, 52.4% were DMT-naïve, and 98.1% of patients preferred an oral administration at the baseline. The mean EDSS baseline was 1.97 and remained constant during the 9 months of therapy. The ARR baseline was 0.72 and dropped to 0.19 and 0.15 after 3 and 9 months, respectively. Despite a more than 4-fold higher ARR baseline, the treatment-naïve patients achieved an ARR at 9 months comparable with those previously treated. There were ten non-serious adverse reactions. After nine months of teriflunomide therapy, 63.3%, 21.2%, and 15.4% of patients had a high, medium, and low adherence, respectively, as per the MMAS-8; 100% of patients preferred an oral administration. The SEAMS score (odds ratio (OR) = 0.91; p = 0.013) and previous DMT (OR = 4.28; p = 0.005) were the only significant predictors of non-adherence. The disability, the quality of life, and beliefs about medicines had no measurable effect on adherence. Conclusion: After nine months of teriflunomide therapy, both the disability and quality of life remained stable; the relapse rate significantly decreased, 63.3% of patients had a high adherence, and 100% of patients preferred an oral administration. A low adherence was associated with previous DMT experiences and a low self-efficacy for the appropriate medication (i.e., the confidence in one's ability to take medication correctly).

5.
Expert Rev Pharmacoecon Outcomes Res ; 22(8): 1269-1275, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36121156

ABSTRACT

OBJECTIVES: The comparative efficacy between riociguat and selexipag in patients with pulmonary arterial hypertension (PAH) has never been described in literature. Our aim was to prepare indirect treatment comparison (ITC) to evaluate the cost-effectiveness of riociguat in Czechia. METHODS: A systematic literature review identified two relevant trials with comparable endpoints to inform a Bucher ITC of relative and absolute effects. Given the comparable efficacy of riociguat and selexipag, a cost-minimization analysis (CMA) was conducted. RESULTS: A Bucher ITC provided evidence for the comparable relative efficacy of riociguat defined as the odds of unimproved functional class III 0.761 (95% CI 0.372 to 1.558; p = 0.455) compared to selexipag and a comparable absolute efficacy defined as a difference in the 6-minute walking distance of 10.560 meters (95% CI -10.692 to 31.812; p = 0.330). The CMA identified riociguat as the cost-saving therapy. CONCLUSIONS: Switching to riociguat represents the cost-saving therapy for PAH patients who were inadequately compensated with the PDE5i+ERA therapy. Consequently, riociguat has been introduced to the list of reimbursed medicines in Czechia from October 2021. Based on two global trials, we prepared the first indirect treatment comparison followed with CMA of these therapies that may improve future decision-making for PAH indications.


Subject(s)
Hypertension, Pulmonary , Pulmonary Arterial Hypertension , Humans , Hypertension, Pulmonary/drug therapy , Costs and Cost Analysis , Antihypertensive Agents
6.
Immunotherapy ; 14(14): 1109-1120, 2022 10.
Article in English | MEDLINE | ID: mdl-36097687

ABSTRACT

Background: The prevalence of allergic rhinoconjunctivitis (AR) has been increasing over the years, and allergen immunotherapy (AIT) remains the only disease-modifying treatment. However, cost-effectiveness data remain scarce. Methods: In this single-arm, noninterventional, prospective, multicenter study, we describe the effectiveness, safety and costs of subcutaneous AIT for pollen-induced allergic rhinoconjunctivitis. Results: Of 471 new AIT users, 317 completed three courses of treatment, and symptoms improved in 96%; no serious adverse reactions were reported. The cost of symptomatic medication decreased by 49% and the cost of unscheduled specialist visits decreased by 73%. Except for AIT administration, total healthcare costs decreased by 54% compared with the baseline pollen season without AIT. Conclusion: In clinical practice, subcutaneous AIT is an effective treatment generating savings on symptomatic medication and unscheduled consultations.


Hay fever has become more frequent over the years, and allergen immunotherapy (AIT) remains the only treatment able to reduce both symptoms and the root cause of this condition. However, it is not clear whether the benefits outweigh the price of the therapy. In this study, we observed patients in the common practice and described the effectiveness, safety and costs of injected AIT for pollen-induced hay fever. Of 471 new AIT users, 317 completed three courses of treatment in 3 consecutive years. Symptoms improved in 96% of them; no serious adverse reactions were reported. The cost of symptom-relieving medication decreased by 49% and the cost of unscheduled physician visits decreased by 73%. Except for costs related to AIT administration, total healthcare costs decreased by 54% compared with the years before AIT. In clinical practice, injected AIT is an effective treatment which generates savings on other medication and unscheduled physician consultations.


Subject(s)
Allergens , Hypersensitivity , Allergens/therapeutic use , Czech Republic/epidemiology , Desensitization, Immunologic , Humans , Hypersensitivity/therapy , Pollen , Prospective Studies
7.
Vnitr Lek ; 68(1): 26-33, 2022.
Article in English | MEDLINE | ID: mdl-35459344

ABSTRACT

BACKGROUND: Atrial fibrillation (AF) affects 46.3 million people; its prevalence has tripled over the last 50 years. AF leads to formation of blood clots increasing four-fold the risk of a stroke. Preventive anticoagulant therapy with warfarin has been well established for over 50 years but has efficacy and safety limitations. New anticoagulants do not require laboratory monitoring of prothrombin time, have low risk of adverse events, yet are more costly. METHODS: This non-interventional (Act 378/2007 Coll.) retrospective-prospective single-arm cohort study consisted of 3 visits. The primary objective was to compare the total direct cost of treatment with warfarin and apixaban. Patients with non-valvular AF were enrolled at the time of discontinuation of warfarin and switching to apixaban. Costs were derived from the care provided and the list of medical procedures (Decrees 268/ 2019 Coll.). Satisfaction was assessed using SAFUCA® questionnaire. RESULTS: Between February 2017 and June 2019, 499 patients were enrolled in 29 Czech internal medicine clinics. The mean age of the patients was 73.6 ± 10.2 years, 36.5% were at high risk of bleeding (HAS-BLED score). Previous warfarin treatment lasted 5.9 ± 2.7 months, 63% were unable to achieve target prothrombin time, 18% switched due to adverse reactions. New apixaban treatment was followed for the first 6 months. Treatment with warfarin was associated with higher rates of major bleeding and adverse events (22 vs. 2), stroke (17 vs. 0), ischemic heart attack (11 vs. 0), and minor bleeding (173 vs. 2). The average daily cost following the switch to apixaban decreased from CZK 65.2 to CZK 4.8 (p.


Subject(s)
Atrial Fibrillation , Stroke , Aged , Aged, 80 and over , Anticoagulants/therapeutic use , Atrial Fibrillation/complications , Atrial Fibrillation/drug therapy , Cohort Studies , Hemorrhage/chemically induced , Humans , Middle Aged , Prospective Studies , Pyrazoles , Pyridones/therapeutic use , Retrospective Studies , Stroke/etiology , Stroke/prevention & control , Warfarin/therapeutic use
8.
Rheumatology (Oxford) ; 61(6): 2295-2306, 2022 05 30.
Article in English | MEDLINE | ID: mdl-34599798

ABSTRACT

OBJECTIVE: Achieving targeted disease activity (DA) is the primary therapeutic strategy in RA. Point measurements of DA are done at out-patient visits, however true DA between visits remains unobserved. This study sought to describe and validate a new outcome measure, i.e. time in remission (TIR). METHODS: Patients were enrolled in the Czech ATTRA-RA registry. TIR was calculated using linear interpolation of the DAS28-ESR determined at outpatient visits. Correlation coefficients were computed between TIR and DAS28-CRP, HAQ, Simple Disease Activity Index (SDAI), patient global assessment (PGA) and physician global assessment (PhGA). Using logistic regression, TIR was used as a predictor of remission (SDAI ≤3.3) and non-disability (HAQ <0.5). The predictive value of TIR was compared with point and sustained remission using the cross-validated area under receiver-operating curves. RESULTS: Since 2010, 2618 RA patients started anti-TNF therapy and were followed until 2020 or until treatment discontinuation. During the first 6 months of therapy, 56% of patients had no remission (TIR = 0), and 22% of patients reached sustained remission (TIR = 1), while 22% of patients had point remissions with 0 < TIR < 1. EULAR good responders and moderate/non-responders spent 64 ± 42% and 6 ± 18% of time in remission, respectively. The mean TIR grew during the follow-up and was correlated with DAS28-CRP, SDAI, HAQ, PGA, and PhGA (P < 0.0001). TIR at 3 and 6 months predicted remission (SDAI ≤3.3) and non-disability (HAQ <0.5) at 13 and 19 months better than point or sustained remission. CONCLUSIONS: TIR is an intuitive way of estimating unobserved DA between scheduled visits; its calculation only requires two consecutive DA values (https://www.medevio.cz/tir-calculator/). TIR is a valid predictor of RA outcomes.


Subject(s)
Antirheumatic Agents , Arthritis, Rheumatoid , Humans , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Outcome Assessment, Health Care , Prospective Studies , Remission Induction , Severity of Illness Index , Treatment Outcome , Tumor Necrosis Factor Inhibitors
9.
Cerebrovasc Dis Extra ; 11(3): 122-130, 2021.
Article in English | MEDLINE | ID: mdl-34710868

ABSTRACT

INTRODUCTION: Periprocedural stroke represents a rare but serious complication of cardiac catheterization. Pooled data from randomized trials evaluating the risk of stroke following cardiac catheterization via transradial versus transfemoral access showed no difference. On the other hand, a significant difference in stroke rates favoring transradial access was found in a recent meta-analysis of observational studies. Our aim was to determine if there is a difference in stroke risk after transradial versus transfemoral catheterization within a contemporary real-world registry. METHODS: Data from 14,139 patients included in a single-center prospective registry between 2009 and 2016 were used to determine the odds of periprocedural transient ischemic attack (TIA) and stroke for radial versus femoral catheterization via multivariate logistic regression with Firth's correction. RESULTS: A total of 10,931 patients underwent transradial and 3,208 underwent transfemoral catheterization. Periprocedural TIA/stroke occurred in 41 (0.29%) patients. Age was the only significant predictor of TIA/stroke in multivariate analysis, with each additional year representing an odds ratio (OR) = 1.09 (CI 1.05-1.13, p < 0.000). The choice of accession site had no impact on the risk of periprocedural TIA/stroke (OR = 0.81; CI 0.38-1.72, p = 0.577). CONCLUSION: Observational data from a large prospective registry indicate that accession site has no influence on the risk of periprocedural TIA/stroke after cardiac catheterization.


Subject(s)
Coronary Angiography , Stroke , Coronary Angiography/adverse effects , Humans , Registries , Risk Factors , Stroke/diagnosis , Stroke/epidemiology , Treatment Outcome
10.
Expert Rev Pharmacoecon Outcomes Res ; 21(6): 1179-1193, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34120552

ABSTRACT

BACKGROUND: Utilities of the general population or expert estimates have been used for all published cost-effectiveness analyses of screening for thyroid disorders in pregnancy. METHODS: A systematic review CRD42019120897 of studies with patient-reported outcomes (PRO) and laboratory evidence of thyroid function/autoimmunity was conducted using PubMed, Cochrane Central, EconLit, SocIndex, DARE, NHS EEDS, Annual Reviews, and CINAHL. Quality was assessed using Joanna Briggs Institute appraisal tool. RESULTS: Of 664 abstracts screened, we analyzed 97 full texts. All studies describing the impact of thyroid disease on the generic QoL excluded pregnant and postpartum women. 21 reports of acceptable quality (321,850 pregnancies) determined depression and anxiety with validated tools and/or reported subjective symptoms. During pregnancy, contradictory conclusions were published on the impact of thyroid disease on PRO. Postpartum, antithyroid antibodies coincide with alexithymia and depression, postpartum thyroiditis negatively impacts mood. No conclusion could be drawn on the impact of thyroid hormonal levels. CONCLUSIONS: The generic QoL in autoimmune thyroid disease during pregnancy has never been described, which represents an obstacle for the construction of economic models. We found contradictory information on the impact of thyroid disease on depression, anxiety, and specific symptoms.


Subject(s)
Quality of Life , Thyroiditis, Autoimmune , Female , Humans , Postpartum Period , Pregnancy
11.
Ceska Gynekol ; 86(1): 22-29, 2021.
Article in English | MEDLINE | ID: mdl-33752405

ABSTRACT

BACKGROUND: Smoking is considered a risk factor for bacterial vaginosis. It is currently unknown which parameters of the vaginal environment are affected and how smoking triggers the disease. AIM OF THE STUDY: The primary objective is to estimate the effect size of smoking on vaginal pH and the Nugent score in patients with chronic vulvovaginal discomfort prior to the development of episode of vaginosis. The secondary goal is to investigate the effect of smoking on individual microscopic parameters of the vaginal environment and on subjectively reported symptoms of vaginal discomfort. METHODS: Smoking reported by patients was tested as a predictor, using multivariate logistic and ordinal logistic regression analysis on a dataset from the first visit of a randomized trial NCT04171947, which enrolled patients with intermediate vaginal environment. We tested the primary hypothesis (odds ratio (OR) for vaginal pH > 4.5 and Nugent score > 3 in smokers) at the significance level á = 5%. For exploratory analyses of the effect of smoking on the parameters of the vaginal environment, á was corrected as per Bonferoni. RESULTS: In a cross-sectional sample of 250 women after adjusting for other risk factors, smoking had an impact on the Nugent score (OR = 3.3 (1.3-8.5), P = 0.011), while pH was not affected (OR = 1.2 (0.5-2.8), P = 0.698). Smoking was associated with the prevalence of clue cells (P < 0.000), Gardnerella spp. (P = 0.001) and Mobiluncus spp. (P = 0.001), while the prevalence of Lactobacillus remained unchanged (P = 0.049). CONCLUSION: Contrarily to common assumptions, vaginal Lactobacillus is not directly affected by smoking, which rather promotes the growth of bacteria of Gardnerella and Mobiluncus spp. Given that other parameters remained unaffected, it appears that smoking leads to vaginal dysbio-sis by creating specific favourable conditions for these two opportunistic  pathogens.


Subject(s)
Lactobacillus , Mobiluncus , Cross-Sectional Studies , Female , Gardnerella , Gardnerella vaginalis , Humans , Randomized Controlled Trials as Topic , Smoking/adverse effects , Vagina
12.
Expert Opin Biol Ther ; 20(2): 183-192, 2020 02.
Article in English | MEDLINE | ID: mdl-31736377

ABSTRACT

Objectives: To assess the role of short-term response to first anti-TNF in long-term prediction of disability.Methods: In nationwide registry ATTRA, we identified ankylosing spondylitis patients starting anti-TNF between 01/2003 and 12/2016. Full disability and work impairment (WI; WPAI questionnaire) were predicted via the Cox- and lagged-parameter mixed-effect regression.Results: 2,274 biologicals-naïve patients newly indicated to anti-TNF were prospectively followed (6,333 patient-years; median follow-up 1.9 years). Reaching BASDAI < 4 (77.4%) and ASDAS-CRP < 2.1 (61.1%) after 3 months of anti-TNF both decreased the risk of future disability by ≈2.5-fold. ASDAS-CRP < 2.1 predicted non-disability better than BASDAI < 4 & CRP < 5 mg/L (p = 0.032). BASDAI < 4 & CRP < 5 mg/L was comparable to BASDAI < 4 (p = 0.941) and to BASDAI change by >50% or by >2 points (p = 0.902). ASDAS-CRP change >1.1 and >2.0 both failed to predict non-disability. Once on anti-TNF therapy, the strongest predictor of WI was Pain (SF36). Yearly increase in indirect costs remains below €3,000 in those reaching ASDAS-CRP < 2.1.Conclusions: Low disease activity measured by ASDAS-CRP ≤ 2.1 should be used to measure the outcome of new anti-TNF therapy. Continuous WI could be decreased through pain management.


Subject(s)
Biological Products/therapeutic use , Efficiency , Spondylitis, Ankylosing/diagnosis , Spondylitis, Ankylosing/drug therapy , Tumor Necrosis Factor-alpha/antagonists & inhibitors , Absenteeism , Adult , Cohort Studies , Czech Republic/epidemiology , Disability Evaluation , Disabled Persons/statistics & numerical data , Efficiency/drug effects , Female , Humans , Longitudinal Studies , Male , Middle Aged , Prognosis , Registries/statistics & numerical data , Severity of Illness Index , Spondylitis, Ankylosing/complications , Spondylitis, Ankylosing/epidemiology , Surveys and Questionnaires , Time Factors , Treatment Outcome , Tumor Necrosis Factor-alpha/immunology
13.
Value Health ; 22(12): 1370-1377, 2019 12.
Article in English | MEDLINE | ID: mdl-31806193

ABSTRACT

BACKGROUND: In situations of markedly different population characteristics and weak population overlap, inverse propensity score (PS) weights suffer from extreme values. The new propensity score weighting method using overlap weights (PSOW) overcomes this limitation by estimating the overlap population at the point of highest mutual overlap, thus may be preferred to other balancing methods (trimming, target, or inverse weights) in some situations. OBJECTIVES: To evaluate the performance of PSOW with regorafenib effectiveness data from previously treated patients with metastatic colorectal cancer based on the Czech national registry data (regorafenib) and a global phase 3 randomized clinical trial (RCT) (placebo). The second goal was to assess the cost-effectiveness of regorafenib versus placebo. METHODS: Individual data on progression-free survival (PFS)/overall survival (OS) were balanced via PSOW for age, sex, Eastern Cooperative Oncology Group performance status, number of treatment lines, metastatic colorectal cancer location, KRAS mutation, and time from metastases estimated using logistic regression. The weighted Kaplan-Meier PFS/OS curves were used in a 3-state partitioned survival model. The R code is provided. RESULTS: In comparison with target or inverse PS weights, PSOW showed remarkable performance measured by effective sample size and PS weight distribution or extreme weights despite the weak overlap between the registry and RCT. In the registry or RCT cohort, regorafenib provided better survival compared with the RCT. The new PSOW hazard ratio for OS was 0.53 (RCT: 0.79), which is conservative compared with inverse or target weights with a hazard ratio of 0.44 and 0.27, respectively. CONCLUSION: This is the first use of PSOW for clinical data and cost-effectiveness analysis. It is promising in cases of weak or small population overlap and makes pharmacoeconomic modeling, in such cases, feasible.


Subject(s)
Colorectal Neoplasms/economics , Phenylurea Compounds/therapeutic use , Propensity Score , Pyridines/therapeutic use , Clinical Trials, Phase III as Topic , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/mortality , Cost-Benefit Analysis , Disease-Free Survival , Female , Humans , Male , Middle Aged , Phenylurea Compounds/economics , Progression-Free Survival , Pyridines/economics , Randomized Controlled Trials as Topic , Registries
14.
Patient ; 11(3): 329-340, 2018 06.
Article in English | MEDLINE | ID: mdl-29164493

ABSTRACT

BACKGROUND: Clinical trials and observational studies lacking measures of health-related quality of life (QoL) are often inapplicable when conducting cost-effectiveness analyses using quality-adjusted life-years (QALYs). The only solution is to map QoL ex post from additionally collected clinical outcomes and generic QoL instruments. Nonetheless, mapping studies are absent in psoriatic arthritis (PsA). METHODS: In this 2-year, prospective, multicentre, non-interventional study of PsA patients, EQ-5D and key clinical parameters such as Disease Activity in PsA (DAPsA), clinical DAPsA (cDAPsA; DAPsA without C-reactive protein [CRP]), and Health Assessment Questionnaire disability index (HAQ) were collected. We employed a linear mixed-effect regression model (ME) of the longitudinal dataset to explore the best predictors of QoL. RESULTS: A total of 228 patients were followed over 873 appointments/observations. DAPsA, cDAPsA and HAQ were stable and highly significant predictors of EQ-5D utilities in both cross-sectional and longitudinal analyses. The best prediction was provided using a linear ME with HAQ and cDAPsA or DAPsA. A HAQ increase of 1 point represented a decrease in EQ-5D by -0.204 or -0.203 (p < 0.0001); a one-point increase in cDAPsA or DAPsA dropped EQ-5D equally by -0.005 (p < 0.0001). The ME revealed steeper and more accurate association compared with cross-sectional regressions or non-linear models/transformations. CONCLUSIONS: This is the first mapping study conducted in PsA and we hope that our study will encourage further mapping studies in PsA. The results showed that in cases where CRP is absent, cDAPsA provides similar results to DAPsA in predicting QoL.


Subject(s)
Arthritis, Psoriatic/psychology , Health Status , Health Surveys/statistics & numerical data , Quality of Life/psychology , Quality-Adjusted Life Years , Adult , Aged , Cross-Sectional Studies , Disability Evaluation , Female , Humans , Male , Middle Aged , Prospective Studies , Severity of Illness Index
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