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OBJECTIVE: The present analysis examined the exposure-response relationship by means of the predose everolimus concentration (Cmin ) and the seizure response in patients with tuberous sclerosis complex-associated seizures in the EXIST-3 study. Recommendations have been made for the target Cmin range of everolimus for therapeutic drug monitoring (TDM) and the doses necessary to achieve this target Cmin . METHODS: A model-based approach was used to predict patients' daily Cmin . Time-normalized Cmin (TN-Cmin ) was calculated as the average predicted Cmin in a time interval. TN-Cmin was used to link exposure to efficacy and safety end points via model-based approaches. A conditional logistic regression stratified by age subgroup was used to estimate the probability of response in relation to exposure. A multiplicative linear regression model was used to estimate the exposure-response relationship for seizure frequency (SF). An extended Cox regression model was used to link exposure to the time to first adverse event. RESULTS: There was a strong, consistent, and highly significant relationship between everolimus exposure and efficacy, measured by TN-Cmin and SF, regardless of patient's age and concomitant use of cytochrome P450 3A4 (CYP3A4) inhibitors/inducers. Results of an extended Cox regression analyses indicated that twofold increases in TN-Cmin were not associated with statistically significant increases in the risk of stomatitis or infections. SIGNIFICANCE: The recommended TDM is to target everolimus Cmin within a range of 5-7 ng/mL initially and 5-15 ng/mL in the event of an inadequate clinical response, and safety is consistent with previous reports. Starting doses depend on age and the concomitant use of CYP3A4/P-glycoprotein inducers/inhibitors.
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Monitoramento de Medicamentos/métodos , Everolimo/uso terapêutico , Imunossupressores/uso terapêutico , Convulsões/tratamento farmacológico , Convulsões/etiologia , Esclerose Tuberosa/complicações , Adolescente , Adulto , Fatores Etários , Criança , Pré-Escolar , Indutores do Citocromo P-450 CYP3A/farmacocinética , Indutores do Citocromo P-450 CYP3A/uso terapêutico , Relação Dose-Resposta a Droga , Método Duplo-Cego , Everolimo/farmacocinética , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Tempo , Adulto JovemRESUMO
Everolimus is approved in Europe and in the USA for the adjunctive treatment of patients aged 2 years and older whose refractory partial-onset seizures, with or without secondary generalization, are associated with tuberous sclerosis complex. The objective of this analysis was to establish a population pharmacokinetic (PK)/pharmacodynamic model describing the relationship between seizure frequency and everolimus exposure to confirm the recommended target concentration range of 5-15 ng/mL. The PK model was a two-compartment model with first order absorption and clearance. CYP3A and P-gp inducers and body-surface area were shown to impact everolimus exposure, justifying dose adjustments. A Poisson distribution was found to adequately describe the random nature of daily seizure counts during the screening phase. A placebo effect on the Poisson seizure mean was implemented as an asymptotic exponential function of time leading to a new steady-state seizure mean. The everolimus effect was implemented as an inhibitory Emax function of Cmin on the seizure mean, where Emax exhibited an asymptotic exponential increase over time to a higher steady-state value. Increasing age was found to decrease the baseline seizure mean and to prolong the half-life of the increase in Emax. The dependence of seizure frequencies on Cmin was explored by simulation. The responder rate increased with increasing Cmin. As Cmin decreased below 5 ng/mL, variability in response became larger and responder rates decreased more rapidly. The results supported the recommended target concentration range for everolimus of 5-15 ng/mL to ensure treatment efficacy.
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Anticonvulsivantes/administração & dosagem , Anticonvulsivantes/farmacocinética , Everolimo/administração & dosagem , Everolimo/farmacocinética , Convulsões/tratamento farmacológico , Esclerose Tuberosa/tratamento farmacológico , Administração Oral , Adolescente , Criança , Pré-Escolar , Relação Dose-Resposta a Droga , Feminino , Humanos , Masculino , Resultado do TratamentoRESUMO
BACKGROUND: There is a critical need for novel primary endpoints designed to detect early and subtle changes in cognition in clinical trials targeting the asymptomatic (preclinical) phase of Alzheimer's disease (AD). The Alzheimer's Prevention Initiative (API) Generation Program, conducted in cognitively unimpaired individuals at risk of developing AD (e.g., enriched by the apolipoprotein E (APOE) genotype), used a novel dual primary endpoints approach, whereby demonstration of treatment effect in one of the two endpoints is sufficient for trial success. The two primary endpoints were (1) time to event (TTE)-with an event defined as a diagnosis of mild cognitive impairment (MCI) due to AD and/or dementia due to AD-and (2) change from baseline to month 60 in the API Preclinical Composite Cognitive (APCC) test score. METHODS: Historical observational data from three sources were used to fit models to describe the TTE and the longitudinal APCC decline, both in people who do and do not progress to MCI or dementia due to AD. Clinical endpoints were simulated based on the TTE and APCC models to assess the performance of the dual endpoints versus each of the two single endpoints, with the selected treatment effect ranging from a hazard ratio (HR) of 0.60 (40% risk reduction) to 1 (no effect). RESULTS: A Weibull model was selected for TTE, and power and linear models were selected to describe the APCC score for progressors and non-progressors, respectively. Derived effect sizes in terms of reduction of the APCC change from baseline to year 5 were low (0.186 for HR = 0.67). The power for the APCC alone was consistently lower compared to the power of TTE alone (58% [APCC] vs 84% [TTE] for HR = 0.67). Also, the overall power was higher for the 80%/20% distribution (82%) of the family-wise type 1 error rate (alpha) between TTE and APCC compared to 20%/80% (74%). CONCLUSIONS: Dual endpoints including TTE and a measure of cognitive decline perform better than the cognitive decline measure as a single primary endpoint in a cognitively unimpaired population at risk of AD (based on the APOE genotype). Clinical trials in this population, however, need to be large, include older age, and have a long follow-up period of at least 5 years to be able to detect treatment effects.
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Doença de Alzheimer , Disfunção Cognitiva , Humanos , Doença de Alzheimer/diagnóstico , Doença de Alzheimer/genética , Doença de Alzheimer/prevenção & controle , Apolipoproteínas E/genética , Cognição , Disfunção Cognitiva/diagnóstico , Disfunção Cognitiva/genética , Fatores de RiscoRESUMO
INTRODUCTION: Several studies have described prognostic value of serum neurofilament light chain (sNfL) at the group level in relapsing multiple sclerosis (RMS) patients. Here, we aimed to explore the temporal association between sNfL and development of subclinical disease activity as assessed by magnetic resonance imaging (MRI) at the group level and evaluate the potential of sNfL as a biomarker for capturing subclinical disease activity in individual RMS patients. METHODS: In the 12-week APLIOS study, patients (N = 284) received subcutaneous ofatumumab 20 mg. Frequent sNfL sampling (14 time points over 12 weeks) and monthly MRI scans enabled key analyses including assessment of the group-level temporal relationship of sNfL levels with on-study subclinical development of gadolinium-enhancing (Gd +)T1 lesions. Prognostic value of baseline sNfL ("high" vs. "low") level for subsequent on-study clinical relapse or Gd + T1 activity was assessed. Individual patient-level development of on-study Gd + T1 lesions was compared across three predictors: baseline Gd + T1 lesion number, baseline sNfL ("high" vs. "low"), and time-matched sNfL. RESULTS: In patients developing Gd + T1 lesions at week 4 (absent at baseline), sNfL levels increased during the month preceding the week-4 MRI scan and then gradually decreased back to baseline. High versus low baseline sNfL conferred increased risk of subsequent on-study clinical relapse or Gd + T1 activity (HR, 2.81; p < 0.0001) in the overall population and, notably, also in the patients without baseline Gd + T1 lesions (HR, 2.48; p = 0.0213). Individual patient trajectories revealed a marked difference in Gd + T1 lesions between patients with the ten highest vs. lowest baseline sNfL levels (119 vs. 19 lesions). Prognostic value of baseline or time-matched sNfL for on-study Gd + T1 lesions was comparable to that of the number of baseline MRI Gd + T1 lesions. CONCLUSIONS: sNfL measurement may have utility in capturing and monitoring subclinical disease activity in RMS patients. sNfL assessments could complement regular MRI scans and may provide an alternative when MRI assessment is not feasible. CLINICALTRIALS: GOV: NCT03560739. CLASSIFICATION OF EVIDENCE: This study provides class I evidence that serum neurofilament light may be used as a biomarker for monitoring subclinical disease activity in relapsing multiple sclerosis patients, as shown by its elevation in the weeks preceding the development of new gadolinium-enhancing T1 lesion activity.
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Everolimus is currently approved in Europe as an adjunctive therapy for patients aged ≥ 2 years with tuberous sclerosis complex (TSC)-associated treatment-refractory partial-onset seizures, based on the EXIST-3 study (NCT01713946) results. As TSC-associated seizures can also affect children aged between 6 months and 2 years, a modeling and simulation (M&S) approach was undertaken to extrapolate exposure (trough plasma concentration (Cmin )) after a dose of 6 mg/m2 and reduction in seizure frequency (RSF). A physiologically based pharmacokinetic model using Simcyp was developed to predict Cmin in adult and pediatric patients, which was then used by a population pharmacodynamic model and a linear mixed effect model to predict short-term and long-term efficacy in adults (for validation) and in children, respectively. Based on the results of the M&S study, everolimus at the dose of 6 mg/m2 is anticipated to be an efficacious treatment in children 6 months to 2 years of age (up to 77.8% RSF) with concentrations within the recommended target range.
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Everolimo/administração & dosagem , Modelos Biológicos , Convulsões/tratamento farmacológico , Esclerose Tuberosa/tratamento farmacológico , Adulto , Fatores Etários , Pré-Escolar , Simulação por Computador , Relação Dose-Resposta a Droga , Desenvolvimento de Medicamentos/métodos , Everolimo/farmacocinética , Humanos , Lactente , Convulsões/etiologia , Fatores de Tempo , Esclerose Tuberosa/complicaçõesRESUMO
Our goal was to assess the enrichment utility of hippocampal volume (HV) as an enrichment biomarker in amnestic mild cognitive impairment (aMCI) clinical trials, and, hence, develop an HV neuroimaging-informed clinical trial enrichment tool. Modeling of integrated longitudinal patient-level data came from open-access natural history studies in patients diagnosed with aMCI-the Alzheimer's Disease Neuroimaging Initiative (ADNI)-1 and ADNI-2-and indicated that a decrease of 1 cm3 with respect to the analysis dataset median baseline intracranial volume-adjusted HV (ICV-HV; ~ 5 cm3 ) is associated with > 50% increase in disease progression rate as measured by the Clinical Dementia Rating Scale-Sum of Boxes. Clinical trial simulations showed that the inclusion of aMCI subjects with baseline ICV-HV below the 84th or 50th percentile allowed an approximate reduction in trial size of at least 26% and 55%, respectively. This clinical trial enrichment tool can help design more efficient and informative clinical trials.
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Disfunção Cognitiva/diagnóstico por imagem , Interpretação Estatística de Dados , Bases de Dados Factuais , Hipocampo/diagnóstico por imagem , Método de Monte Carlo , Neuroimagem/métodos , Idoso , Idoso de 80 Anos ou mais , Ensaios Clínicos como Assunto/métodos , Ensaios Clínicos como Assunto/estatística & dados numéricos , Disfunção Cognitiva/epidemiologia , Bases de Dados Factuais/estatística & dados numéricos , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Neuroimagem/estatística & dados numéricosAssuntos
Desenvolvimento de Medicamentos/métodos , Avaliação de Medicamentos/história , Determinação de Ponto Final/métodos , Estatística como Assunto/métodos , Ensaios Clínicos como Assunto , Simulação por Computador , Interpretação Estatística de Dados , Aprovação de Drogas/métodos , História do Século XX , Humanos , Farmacocinética , Sensibilidade e EspecificidadeRESUMO
OBJECTIVE: To evaluate the safety/tolerability and efficacy of tegaserod, a 5-HT4 receptor partial agonist, in the treatment of patients with non-diarrhoea irritable bowel syndrome (non-D-IBS) in Switzerland. METHODS: This was an 8-week, open-label, prospective, multicentre study. Patients (> or =18 years old) met the Rome II diagnostic criteria for IBS, excluding those with diarrhoea for > or =14 days in the previous 3 months. Details of IBS symptoms experienced in the preceding week were recorded at visit 1 (day 1). Eligible patients received 6 mg tegaserod twice daily for 8 weeks. Adverse events (AEs) and serious AEs were recorded, along with detailed assessment of diarrhoeal episodes. Efficacy assessments included the overall number and percentage of responders after 8 weeks' treatment. RESULTS: A total of 850 patients (72% women; mean age, 51.4 years) were enrolled, and 843 received at least one dose of tegaserod. AEs were reported in 38% of patients, of which 13% were drug-related. Diarrhoea occurred early during treatment (13% in the first week, 7% thereafter), was mild to moderate in severity, was transient and was resolved with continued treatment. In total, 208 patients left the study early, primarily due to AEs. Diarrhoea accounted for 68 of these discontinuations. Nine serious AEs were reported but these were not related to tegaserod treatment. Sixty-six percent of patients responded to tegaserod on the Subject's Global Assessment of relief after 8 weeks. Benefits were also seen across individual IBS symptoms. CONCLUSION: Tegaserod (6 mg twice daily) appears to be safe, well-tolerated and effective in the treatment of non-D-IBS over 8 weeks.