Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 46
Filter
1.
Am J Respir Crit Care Med ; 205(3): 275-287, 2022 02 01.
Article in English | MEDLINE | ID: mdl-34672872

ABSTRACT

Chronic obstructive pulmonary disease (COPD) is the end result of a series of dynamic and cumulative gene-environment interactions over a lifetime. The evolving understanding of COPD biology provides novel opportunities for prevention, early diagnosis, and intervention. To advance these concepts, we propose therapeutic trials in two major groups of subjects: "young" individuals with COPD and those with pre-COPD. Given that lungs grow to about 20 years of age and begin to age at approximately 50 years, we consider "young" patients with COPD those patients in the age range of 20-50 years. Pre-COPD relates to individuals of any age who have respiratory symptoms with or without structural and/or functional abnormalities, in the absence of airflow limitation, and who may develop persistent airflow limitation over time. We exclude from the current discussion infants and adolescents because of their unique physiological context and COPD in older adults given their representation in prior randomized controlled trials (RCTs). We highlight the need of RCTs focused on COPD in young patients or pre-COPD to reduce disease progression, providing innovative approaches to identifying and engaging potential study subjects. We detail approaches to RCT design, including potential outcomes such as lung function, patient-reported outcomes, exacerbations, lung imaging, mortality, and composite endpoints. We critically review study design components such as statistical powering and analysis, duration of study treatment, and formats to trial structure, including platform, basket, and umbrella trials. We provide a call to action for treatment RCTs in 1) young adults with COPD and 2) those with pre-COPD at any age.


Subject(s)
Pulmonary Disease, Chronic Obstructive/therapy , Randomized Controlled Trials as Topic/methods , Research Design , Adult , Age Factors , Disease Progression , Early Diagnosis , Humans , Middle Aged , Outcome Assessment, Health Care/methods , Pulmonary Disease, Chronic Obstructive/diagnosis
2.
J Pharmacokinet Pharmacodyn ; 48(1): 55-67, 2021 02.
Article in English | MEDLINE | ID: mdl-32949322

ABSTRACT

Pirfenidone and nintedanib are the first two FDA-approved therapies for treatment of idiopathic pulmonary fibrosis (IPF). The clinical programs for pirfenidone and nintedanib included 1132 patients in the placebo arms and 1691 patients in the treatment arms across 6 trials. We developed a disease progression model to characterize the observed variability in lung function decline, measured as percent predicted forced vital capacity (%p-FVC), and its decrease in decline after treatment. The non-linear longitudinal change in %p-FVC was best described by a Weibull function. The median decreased decline in %p-FVC after treatment was estimated to be 1.50% (95% CI [1.12, 1.79]) and 1.96% (95% CI [1.47, 2.36]) at week 26 and week 52, respectively. Smoking status, weight, %p-FVC, %p-DLco and oxygen use at baseline were identified as significant covariates affecting decline in %p-FVC. The decreased decline in %p-FVC were observed among all subgroups of interest, of which the effects were larger at 1 year compared to 6 months. Based on the disease progression model smoking status and oxygen use at baseline may affect the treatment effect size. At week 52, the decreased decline in %p-FVC for current smokers and patients with oxygen use at baseline were 1.56 (90% CI [1.02, 1.99]) and 2.32 (90% CI [1.74, 2.86]), respectively. These prognostic factors may be used to enrich studies with patients who are more likely to respond to treatment, by demonstrating a lesser decline in lung function, and therefore provide the potential to allow for IPF studies with smaller study populations or shorter durations.


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal/administration & dosage , Idiopathic Pulmonary Fibrosis/diagnosis , Lung/physiopathology , Models, Biological , Smoking/epidemiology , Aged , Clinical Trials as Topic , Disease Progression , Female , Humans , Idiopathic Pulmonary Fibrosis/drug therapy , Idiopathic Pulmonary Fibrosis/physiopathology , Indoles/administration & dosage , Longitudinal Studies , Lung/drug effects , Male , Middle Aged , Prognosis , Pyridones/administration & dosage , Respiratory Function Tests , Risk Factors , Smoking/adverse effects , Smoking/physiopathology , Time Factors , Treatment Outcome , Vital Capacity/drug effects , Vital Capacity/physiology
3.
AAPS J ; 21(2): 14, 2019 01 07.
Article in English | MEDLINE | ID: mdl-30617594

ABSTRACT

In 2016, the US Food and Drug Administration (FDA) approved the first Abbreviated New Drug Application for Mometasone Furoate Nasal Suspension Spray. To establish the bioequivalence of this generic nasal suspension spray with the reference listed drug product (RLD), Nasonex®, a "weight-of-evidence" approach was utilized by the applicant that included formulation and device similarities, equivalent in vitro performance, equivalent systemic exposure, and equivalent local delivery. In addition to these testing for comprehensive evaluation of the drug product, FDA also considered supportive data generated by a novel in vitro method, Morphologically-Directed Raman Spectroscopy (MDRS), to characterize the particle size distribution (PSD) of active pharmaceutical ingredient (API) in the drug product. In this case, MDRS data eliminated the need for a comparative clinical endpoint bioequivalence study. The approval of the first generic Mometasone Furoate Nasal Suspension Spray is precedent-setting and paves a new pathway to establish bioequivalence for generic nasal suspension sprays. This approval also exemplifies FDA's commitment to advance regulatory science for evaluation of generic drug products.


Subject(s)
Drug Approval , Drugs, Generic/pharmacokinetics , Mometasone Furoate/pharmacokinetics , United States Food and Drug Administration/standards , Administration, Intranasal , Aerosols , Drug Evaluation, Preclinical , Mometasone Furoate/administration & dosage , Particle Size , Spectrum Analysis, Raman , Therapeutic Equivalency , Tissue Distribution , United States , United States Food and Drug Administration/legislation & jurisprudence
5.
Clin Pharmacol Ther ; 104(2): 282-289, 2018 08.
Article in English | MEDLINE | ID: mdl-29473145

ABSTRACT

Advances in our understanding of the molecular underpinnings of disease have spurred the development of targeted therapies and the use of precision medicine approaches in patient care. While targeted therapies have improved our capability to provide effective treatments to patients, they also present additional challenges to drug development and benefit-risk assessment such as identifying the subset(s) of patients likely to respond to the drug, assessing heterogeneity in response across molecular subsets of a disease, and developing diagnostic tests to identify patients for treatment. These challenges are particularly difficult to address when targeted therapies are developed to treat diseases with multiple molecular subtypes that occur at low frequencies. To help address these challenges, the US Food and Drug Administration recently published a draft guidance entitled "Developing Targeted Therapies in Low-Frequency Molecular Subsets of a Disease." Here we provide additional information on specific aspects of targeted therapy development in diseases with low-frequency molecular subsets.


Subject(s)
Gene Frequency , Genetic Predisposition to Disease , Molecular Targeted Therapy/methods , Mutation Rate , Precision Medicine/methods , Animals , Clinical Trials as Topic , Drug Evaluation, Preclinical , Evidence-Based Medicine , Humans , Phenotype , United States , United States Food and Drug Administration
6.
Ann Am Thorac Soc ; 15(1): 1-2, 2018 01.
Article in English | MEDLINE | ID: mdl-29020455

ABSTRACT

On May 17, 2017, the U.S. Food and Drug Administration expanded the patient population for use of ivacaftor to include patients with cystic fibrosis with relatively rare mutations in the cystic fibrosis transmembrane conductance regulator gene. The label expansion is unique in that clinical efficacy was not based on clinical data but on in vitro assay data demonstrating increased chloride ion transport across cells in response to ivacaftor. Such an approach provides a pathway for adding difficult-to-study mutation-based cystic fibrosis subpopulations to the indication as well as defining mutations unresponsive to ivacaftor and has important implications for cystic fibrosis drug development and other rare genetic diseases whose genetics and disease pathophysiology are well understood.


Subject(s)
Aminophenols/therapeutic use , Chloride Channel Agonists/therapeutic use , Cystic Fibrosis/drug therapy , Drug Approval , Quinolones/therapeutic use , Clinical Trials as Topic , Cystic Fibrosis/genetics , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Drug Development , Humans , Mutation , Sweat/chemistry , United States , United States Food and Drug Administration
7.
J Clin Pharmacol ; 57(9): 1107-1125, 2017 09.
Article in English | MEDLINE | ID: mdl-28817201

ABSTRACT

Population pharmacokinetic/pharmacodynamic (PK/PD) models were developed to quantitate the exposure-response relationships using continuous longitudinal data on American College of Rheumatology (ACR) subcomponents, that is, tender-joint count (TJC), swollen-joint count (SJC), C-reactive protein, patient's assessment of pain, patient's global assessment of disease activity, physician's global assessment of disease activity, and patient's assessment of physical function for 5 biologics approved for use in rheumatoid arthritis. The models were then used to simulate the time courses of clinical outcomes following different treatment regimens. The relative sensitivity of the 7 subcomponents was assessed using Monte Carlo simulation-based power analysis. The developed population PK/PD models adequately described the relationship between serum concentrations and changes in ACR subcomponents. The trial simulation and subsequent power analysis showed that SJC and TJC appeared to be more sensitive than the other 5 ACR subcomponents to detect treatment effect over placebo/methotrexate. These 7 ACR subcomponents had similar power in detecting the treatment difference between different doses. In addition, the continuous measures of ACR subcomponents did not appear to be more sensitive than binary measures.


Subject(s)
Antirheumatic Agents/pharmacokinetics , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Models, Biological , Antirheumatic Agents/administration & dosage , Arthritis, Rheumatoid/metabolism , Arthritis, Rheumatoid/pathology , Biological Products/administration & dosage , Biological Products/pharmacokinetics , Biological Products/therapeutic use , Dose-Response Relationship, Drug , Double-Blind Method , Humans , Joints/drug effects , Joints/pathology , Methotrexate/administration & dosage , Methotrexate/pharmacokinetics , Methotrexate/therapeutic use , Monte Carlo Method , Severity of Illness Index , Treatment Outcome
8.
J Clin Pharmacol ; 57(9): 1097-1106, 2017 09.
Article in English | MEDLINE | ID: mdl-28817199

ABSTRACT

American College of Rheumatology (ACR) response criteria is used to assess improvement in tender and swollen joint counts and in 3 of the 5 core measures (acute-phase reactant, physician global assessment, patient global assessment, pain, and physical function). From the clinical trial data on 5 approved biological products for the treatment of rheumatoid arthritis, population pharmacokinetic/pharmacodynamic models were developed to quantitatively describe the relationship between exposure and response rates of 3 individual components of ACR response criteria. The models were then used to simulate the clinical outcomes at various time points following different treatment regimens. The relative sensitivity of these criteria components was assessed using power analysis. As compared to the composite endpoints (ACR20/ACR50/ACR70), the individual ACR criteria components had adequate power and higher sensitivity in distinguishing treatment effects over placebo/methotrexate control. The 3 individual ACR criteria components appeared to have similar powers at different dose levels after long-term treatment. This research provides a unique approach to assess the relative sensitivity of the 3 binary components of ACR response criteria which would be useful to support future dose selection and trial design in the treatment of rheumatoid arthritis.


Subject(s)
Antirheumatic Agents/pharmacokinetics , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Models, Biological , Arthritis, Rheumatoid/metabolism , Arthritis, Rheumatoid/pathology , Biological Products/pharmacokinetics , Biological Products/therapeutic use , Dose-Response Relationship, Drug , Double-Blind Method , Humans , Joints/drug effects , Joints/pathology , Methotrexate/pharmacokinetics , Methotrexate/therapeutic use , Monte Carlo Method , Severity of Illness Index , Treatment Outcome
9.
J Aerosol Med Pulm Drug Deliv ; 30(6): 399-410, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28846482

ABSTRACT

BACKGROUND: Multiple factors may influence the performance of a metered dose inhaler (MDI) when used with a valved holding chamber (VHC or "spacer"). METHODS: Andersen Cascade Impactor measurements were conducted for three MDI products and two different VHCs using a specially designed system that accommodated variable delay times between MDI actuation and introduction of the aerosol into the impactor, and allowed reduced flow through the VHC while the impactor was operated at 28.3 L/min. Deposited drug mass and aerodynamic particle size distribution were determined using validated high-performance liquid chromatography (HPLC) methods. A two-level, three-factor full-factorial design of experiments (DOE) design was applied to assess the influences of VHC type, flow rate, and inhalation delay on a total of seven performance characteristics for each MDI product. An experiment without a VHC was added to assess the influence of VHC presence. RESULTS: DOE study shows the presence and type of VHC are the major influences on emitted dose and respirable fraction. Following the VHC effect, the inhalation delay has the most significant influence on most MDI performance metrics-emitted dose, respirable particle dose and fraction (aerosols between 1.1 and 4.7 µm), and fine particle dose and fraction (aerosols under 4.7 µm). CONCLUSION: This study illustrates the use of DOE analysis to effectively assess the effects of patient handling parameters (flow rate and inhalation delay) on the performance of MDI drugs when used with a VHC. The results of this study will inform Food and Drug Administration reviewers, the pharmaceutical industry, and healthcare practitioners as to safe and effective use of MDI products when used in conjunction with spacer devices.


Subject(s)
Drug Delivery Systems , Inhalation Spacers , Metered Dose Inhalers , Pharmaceutical Preparations/administration & dosage , Administration, Inhalation , Aerosols , Chromatography, High Pressure Liquid , Equipment Design , Humans , Particle Size
10.
Ann Am Thorac Soc ; 14(9): 1395-1402, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28388260

ABSTRACT

RATIONALE: Exploration of FVC as it relates to mortality in idiopathic pulmonary fibrosis (IPF), a chronic, progressive, and ultimately fatal parenchymal lung disease, is important both clinically and to the current drug development paradigm. We evaluated the association between FVC decline and mortality in what is to our knowledge the largest well-characterized placebo cohort to date. Additionally, we sought to explore the risk of death caused by acute exacerbations and to further validate previously identified baseline predictors of mortality. OBJECTIVES: To validate and further characterize FVC decline, acute exacerbations, and previously identified baseline predictors as they relate to risk of death. METHODS: A total of 1,132 placebo subjects from six studies used for the clinical development of nintedanib and pirfenidone for the treatment of IPF were included in the present analysis. Deaths were captured as all-cause mortality. A stratified Cox proportional hazards model was used to test the association between baseline predictors, decline in FVC % predicted from baseline, acute exacerbations, and death. Decline in FVC % predicted and exacerbations were treated as time-varying covariates. RESULTS: Subjects were followed for a mean of 60 weeks. At baseline, age, smoking status, lower FVC % predicted, and lower diffusing capacity of the lung for carbon monoxide % predicted were associated with an increased risk of death. The risk of death was also increased for subjects having one or more exacerbations with a hazard ratio (HR) of 10.3 (95% confidence interval [CI], 5.7-18.7). Compared with an FVC % predicted absolute decline from baseline at any time during the study of less than 5%, a decline greater than or equal to 10% to less than 15% was associated with an increased risk of death, with an HR of 2.2 (95% CI, 1.1-4.4), as was a decline greater than or equal to 15%, which was estimated with an HR of 6.1 (95% CI, 3.1-11.8). A decline ranging from greater than or equal to 5% to less than 10% was not associated with increased mortality. CONCLUSIONS: Our analyses validate the importance of baseline FVC, diffusing capacity of the lung for carbon monoxide, age, and smoking status as predictors of mortality and strengthen the association between decline in FVC and exacerbations with death, verifying a decline in FVC as an appropriate endpoint in IPF drug development. Clinical trial registered with www.clinicaltrials.gov (NCT00514683, NCT01335464, NCT01335477, NCT00287729, NCT00287716, and NCT01366209).


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Idiopathic Pulmonary Fibrosis/drug therapy , Idiopathic Pulmonary Fibrosis/mortality , Lung/physiopathology , Vital Capacity , Aged , Carbon Monoxide/blood , Disease Progression , Female , Humans , Indoles/therapeutic use , Male , Middle Aged , Multivariate Analysis , Pyridones/therapeutic use , Randomized Controlled Trials as Topic , Survival Analysis , Treatment Outcome
11.
Ann Am Thorac Soc ; 13(2): 173-9, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26650145

ABSTRACT

Anticholinergic drug products are not part of the current treatment paradigm for asthma, despite their widespread availability for chronic obstructive pulmonary disease (COPD) and interest in their use for asthma. Published study results, mostly of short duration and primarily with ipratropium and tiotropium, have revealed inconsistent efficacy results. Consequently, the role of inhaled anticholinergic drugs in the treatment of asthma has been unclear. This commentary discusses and comments on data from five clinical trials in adults that were submitted by Boehringer Ingelheim to the U.S. Food and Drug Administration to support approval of tiotropium delivered by the Respimat device (Spiriva Respimat) for the treatment of asthma. These trials provided substantial evidence that supported the approval of Spiriva Respimat at a recommended dose of 2.5 µg once daily for asthma. Notably, in trials that evaluated two doses of tiotropium, 2.5 µg and 5 µg (the dose approved for COPD), pulmonary function measures for Spiriva Respimat 2.5 µg once daily were better overall than those obtained for the 5-µg once-daily dose, thus justifying selection of the lower dose for asthma. Spiriva Respimat represents the first new class of drug approved by the U.S. Food and Drug Administration for the treatment of asthma in more than a decade. The availability of Spiriva Respimat for asthma along with other novel therapies currently under development has the potential to impact asthma treatment guidelines.


Subject(s)
Asthma/drug therapy , Bronchodilator Agents/administration & dosage , Pulmonary Disease, Chronic Obstructive/drug therapy , Tiotropium Bromide/administration & dosage , Adult , Asthma/physiopathology , Disease Progression , Drug Approval , Forced Expiratory Volume , Humans , Nebulizers and Vaporizers , United States , United States Food and Drug Administration , Vital Capacity
13.
AAPS J ; 17(3): 546-57, 2015 May.
Article in English | MEDLINE | ID: mdl-25758352

ABSTRACT

International regulatory agencies have developed recommendations and guidances for bioequivalence approaches of orally inhaled drug products (OIDPs) for local action. The objective of this article is to discuss the similarities and differences among these approaches used by international regulatory authorities when applications of generic and/or subsequent entry locally acting OIDPs are evaluated. We focused on four jurisdictions that currently have published related guidances for generic and/or subsequent entry OIDPs. They are Therapeutic Goods Administration (TGA) in Australia, Health Canada (HC) in Canada, European Medicines Association (EMA) of European Union (EU), and the Food and Drug Administration (FDA) in the United States of America (USA). The comparisons of these bioequivalence (BE) recommendations are based on selection of reference products, formulation and inhaler device comparisons, and in vitro tests and in vivo studies, including pharmacokinetic (PK), pharmacodynamics (PD), and clinical studies. For the in vivo studies, the study design, choices of dose, subject inclusion/ exclusion criteria, study period, study endpoint, and equivalence criteria are elaborated in details. The bioequivalence on multiple-strength products and waiver options are also discussed.


Subject(s)
Drugs, Generic/standards , Guidelines as Topic , Pharmaceutical Preparations/standards , Administration, Inhalation , Drugs, Generic/administration & dosage , Drugs, Generic/pharmacokinetics , Equipment Design , Humans , Internationality , Nebulizers and Vaporizers , Pharmaceutical Preparations/administration & dosage , Pharmacokinetics , Therapeutic Equivalency
15.
AAPS J ; 15(3): 875-83, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23686396

ABSTRACT

Demonstrating bioequivalence (BE) for nasal spray/aerosol products for local action has been very challenging because the relationship between the drug in systemic circulation and the drug reaching the nasal site of action has not been well established. Thus, the current BE standard for these drug/device combination products is based on a weight-of-evidence approach, which contains three major elements: equivalent in vitro performance, equivalent systemic exposure, and equivalent local delivery. In addition, formulation sameness and device similarity are evidences to support BE. This paper presents a comprehensive review of the scientific rationale of the current BE standard and their development history for nasal spray/aerosol products, as well as the Food and Drug Administration's review and approval status of generic nasal sprays/aerosols with the application of these BE standard.


Subject(s)
Drug Approval/methods , Drug Discovery/methods , Drugs, Generic/administration & dosage , Drugs, Generic/pharmacokinetics , Nasal Sprays , Administration, Intranasal , Animals , Drug Approval/legislation & jurisprudence , Drug Discovery/legislation & jurisprudence , Humans , Therapeutic Equivalency
16.
Chest ; 143(1): 14-18, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23276841

ABSTRACT

Cystic fibrosis (CF) is a life-shortening inherited disease caused by mutations in the CF transmembrane conductance regulator gene (CFTR), which encodes for the CF transmembrane conductance regulator (CFTR) ion channel that regulates chloride and water transport across the surface of epithelial cells. Ivacaftor, a drug recently approved by the US Food and Drug Administration, represents the first mutation-specific therapy for CF. It is a CFTR channel modulator and improves CFTR function in patients with CF who have a G551D mutation. A clinical trial performed to support ivacaftor dose selection demonstrated a dose-response relationship between improvement in FEV(1) and decrease in sweat chloride, a measure of CFTR function. Validation of such a relationship between FEV(1) and sweat chloride would facilitate development of new drugs that target the defective CFTR. Subsequently, in phase 3 studies, ivacaftor 150 mg bid resulted in significant improvements in FEV(1) (10%-12%) and reduction in sweat chloride (approximately 50 mmol/L). However, a decrease in sweat chloride did not correlate with improvement in FEV(1), nor did there appear to be a threshold level for change in sweat chloride above which an improvement in FEV(1) was apparent. The lack of correlation of sweat chloride with improvement in FEV(1) speaks to the multiplicity of factors, physiologic, environmental, and genetic, that likely modulate CF disease severity. Future clinical trials of drugs that are directed to the defective CFTR will need take into account the uncertainty of using even established measurements, such as sweat chloride, as clinical end points.


Subject(s)
Aminophenols/therapeutic use , Chlorides/analysis , Cystic Fibrosis/drug therapy , Outcome Assessment, Health Care/methods , Quinolones/therapeutic use , Sweat/chemistry , Clinical Trials as Topic , Cystic Fibrosis/genetics , Cystic Fibrosis/physiopathology , Cystic Fibrosis Transmembrane Conductance Regulator/genetics , Dose-Response Relationship, Drug , Forced Expiratory Volume/drug effects , Humans , Sweat/drug effects , Treatment Outcome
17.
J Pharm Sci ; 101(8): 2621-34, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22653876

ABSTRACT

Juvenile idiopathic arthritis (JIA) is the most common childhood arthritis. In the past 10-15 years, the medical treatment options of JIA have greatly evolved and expanded due to a better understanding of the disease and the application of biologic agents. Regulations pertinent to pediatric clinical research have also helped provide a legal basis for investigating the effects of drugs and biologics in pediatrics and facilitate the pediatric drug development. The evaluation of clinical pharmacology, efficacy, and safety has provided valuable labeling information for pediatric use, including comparing exposure between adult and pediatric patients, bridging different formulations and regimens, providing appropriate dose selection recommendation with the modeling and simulation approach, and assessing the risks and benefits. This review summarizes the drugs and biologics with JIA labeling implications and discusses the application of clinical pharmacology, safety, and efficacy assessment in determining pediatric dosing regimens.


Subject(s)
Anti-Inflammatory Agents, Non-Steroidal/administration & dosage , Antirheumatic Agents/administration & dosage , Arthritis, Juvenile/drug therapy , Adolescent , Anti-Inflammatory Agents, Non-Steroidal/pharmacokinetics , Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Antirheumatic Agents/pharmacokinetics , Antirheumatic Agents/therapeutic use , Child , Child, Preschool , Drug Administration Schedule , Drug Discovery , Drug Dosage Calculations , Humans
18.
Int J Clin Pharmacol Ther ; 50(9): 622-30, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22578206

ABSTRACT

OBJECTIVE: Indacaterol is a long-acting ß-agonist (LABA) approved by FDA in 2011 at a dose of 75 µg once daily for the treatment of chronic obstructive pulmonary disease (COPD). During the review process for indacaterol approval, data were reanalyzed by FDA to evaluate the validity of the model based conclusions regarding dose selection. METHODS: The same dose response model applied by the sponsor was used to analyze a subset of the original data. Model predictions were compared with observed data to evaluate the model. Subgroups were created to visualize the relationship between key model parameters and covariates. The Emax model structure was evaluated for a meta-analysis. RESULTS: Patient-level analyses showed that the model based claim of additional benefit of 150 µg over 75 µg for more severe patients is not supported by the data. Mis-specified covariate model structures for key parameters contributed to this inconsistency. The assumed Emax model structure is not supported by the study-level data and the study-level analysis overestimates the incremental difference between two adjacent doses. CONCLUSIONS: Even though model based drug development is highly desirable, thorough model evaluation and justification is necessary to ensure the validity of related decisions.


Subject(s)
Adrenergic beta-2 Receptor Agonists/administration & dosage , Bronchodilator Agents/administration & dosage , Drug Discovery/methods , Drug Dosage Calculations , Indans/administration & dosage , Lung/drug effects , Models, Theoretical , Pulmonary Disease, Chronic Obstructive/drug therapy , Quinolones/administration & dosage , Decision Support Techniques , Dose-Response Relationship, Drug , Drug Approval , Forced Expiratory Volume , Humans , Lung/physiopathology , Pulmonary Disease, Chronic Obstructive/diagnosis , Pulmonary Disease, Chronic Obstructive/physiopathology , Reproducibility of Results , Severity of Illness Index , Time Factors , United States
SELECTION OF CITATIONS
SEARCH DETAIL
...