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result(s) for
"Wada, Russ"
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PK/PD modeling to characterize placebo and treatment effect of omalizumab for chronic spontaneous urticaria
by
Wong, Kit
,
Oh, Elise
,
Owen, Ryan
in
Anti-Allergic Agents - pharmacology
,
Anti-Allergic Agents - therapeutic use
,
Asthma
2023
The pharmacokinetic (PK) characteristics of omalizumab and its pharmacodynamic (PD) effect in patients has yet to be fully characterized in chronic spontaneous urticaria, which could elucidate its pathogenesis and treatment response. This study has two objectives; (1) characterize the population PK of omalizumab and its PD effect on IgE, and (2) develop a drug effect model of omalizumab in urticaria (via change in weekly itch severity score). The target‐mediated population of PK/PD model incorporating omalizumab‐IgE binding and turnover adequately described PK and PD of omalizumab. The effect compartment model and linear drug effect and additive placebo response adequately described placebo and treatment effects of omalizumab. Several baseline covariates were identified for PK/PD and drug effect models. The developed model has the potential to aid in understanding variability in PK/PD as well as response to omalizumab treatment.
Journal Article
Population pharmacokinetics, exposure-safety, and immunogenicity of atezolizumab in pediatric and young adult patients with cancer
2019
BackgroundThe iMATRIX-atezolizumab study was a phase I/II, multicenter, open-label study designed to assess the safety and pharmacokinetics of atezolizumab in pediatric and young adult patients. We describe the pharmacokinetics (PK), exposure-safety, and immunogenicity of atezolizumab in pediatric and young adults with metastatic solid tumors or hematologic malignancies enrolled in this study.MethodsPatients aged < 18 years (n = 69) received a weight-adjusted dose of atezolizumab (15 mg/kg every 3 weeks [q3w]; maximum 1200 mg); those aged ≥ 18 years (n = 18) received a flat dose (1200 mg q3w). A prior two-compartment intravenous infusion input adult population-PK (popPK) model of atezolizumab was used as a basis to model pediatric data.ResultsA total of 431 atezolizumab serum concentrations from 87 relapse-refractory pediatric and young adult patients enrolled in the iMATRIX-atezolizumab study were used for the popPK analysis. The dataset comprised predominantly patients aged < 18 years, including two infants aged < 2 years, with a wide body weight and age range. The clearance and volume of distribution estimates of atezolizumab were 0.217 L/day and 3.01 L, respectively. Atezolizumab geometric mean trough exposures were ~ 20% lower in pediatric patients versus young adults; this was not clinically meaningful as both groups achieved the target concentration (6 μg/mL). Safety was similar between pediatric and young adult patients with no exposure-safety relationship observed. Limited responses (4/87) precluded an exposure-response assessment on outcomes. A comparable rate (13% vs 11%) of atezolizumab anti-drug antibodies was seen in pediatric and young adult patients.ConclusionsThese findings demonstrate a similar exposure-safety profile of atezolizumab in pediatric and young adult patients, supportive of weight-based dosing in pediatric patients.Trial registration NCT02541604.
Journal Article
Model‐based meta‐analysis of non‐small cell lung cancer with standard of care PD‐1 inhibitors and chemotherapy for early development decision making
by
Chen, Tai‐Tsang
,
Ballas, Marc
,
Valiathan, Chandni
in
B7-H1 Antigen - therapeutic use
,
Cancer therapies
,
Carcinoma, Non-Small-Cell Lung - metabolism
2023
Single‐arm cohorts/trials are often used in early phase oncology programs to support preliminary clinical activity assessments for investigational products, administered alone or in combination with standard of care (SOC) agents. Benchmarking clinical activity of those combinations against other treatments, including SOC, requires indirect comparisons against external trials, which presents challenges including cross‐study differences in trial populations/other factors. To facilitate such nonrandomized comparisons, we developed a comprehensive model‐based meta‐analysis (MBMA) framework to quantitatively adjust for factors related to efficacy in metastatic non‐small cell lung cancer (mNSCLC). Data were derived from 15 published studies assessing key programmed cell death protein‐1 (PD‐1) inhibitors pembrolizumab (n = 8) and nivolumab (n = 7), representing current SOC in mNSCLC. In the first stage, a mixed‐effects logistic regression model for overall response rate (ORR) was developed accounting for effects of various population covariates on ORR. The ORR model results indicated an odds ratio (OR) of 1.02 for squamous versus non‐squamous histology and OR of 1.20 for PD‐ligand 1 tumor proportion score (TPS) per every 10% increase of TPS level. Next, a nonparametric mixed‐effects model for overall survival (OS) was developed with ORR/other clinical covariates as input. Subsequently, MBMA simulations of relevant hypothetical scenarios involving single‐arm trial design predicted OS hazard ratios as a function of ORR with matched patient characteristics. Findings from this MBMA and derived parameter estimates can be generally applied by the reader as a framework for interpreting efficacy data from early phase trials to support ORR‐based go/no‐go decisions and futility rules, illustrated through examples in this report.
Journal Article
Population pharmacokinetic and exposure‐response analyses of ivosidenib in patients with IDH1‐mutant advanced hematologic malignancies
by
Liu, Hua
,
Yang, Hua
,
Jiang, Xuemin
in
Acute myeloid leukemia
,
Administration, Oral
,
Adolescent
2021
Ivosidenib is a once daily (q.d.), orally available, potent mutant isocitrate dehydrogenase 1 (mIDH1) inhibitor approved for treatment of patients with relapsed or refractory (R/R) acute myeloid leukemia (AML) and intensive chemotherapy ineligible AML with a susceptible IDH1 mutation. Population pharmacokinetics (PKs; N = 253), exposure‐response (efficacy [n = 201] and safety [n = 253]), and concentration‐corrected electrocardiogram QT interval (QTc; n = 171) analyses were performed using phase I data (100 mg twice daily and 300–1200 mg q.d.). Ivosidenib disposition was well‐described by a two‐compartment PK model with first‐order absorption and elimination. Between‐subject variability was moderate for PK parameters. Intrinsic factors did not affect ivosidenib PKs. Moderate/strong CYP3A4 inhibitors increased the area under the plasma ivosidenib concentration‐time curve at steady state (AUCss) by 60%. Efficacy responders and nonresponders had similar ivosidenib exposures. Based on AUCss, there was no apparent relationship between ivosidenib exposure and efficacy or adverse events. The plasma ivosidenib concentration‐QT analysis showed a mean change in QTc using Fridericia’s method (ΔQTcF) of 17.2 msec at the approved 500 mg q.d. dose. Because of the direct association between ivosidenib exposure and QTcF, patients should have their electrocardiograms and electrolytes monitored, and comedications that increase ivosidenib exposure or prolong the QT interval should be avoided. These model‐based analyses quantitatively provide a framework to describe the relationship among ivosidenib dose, exposure, and clinical end points. With precautions for QTc prolongation, the exposure‐response analyses support the 500 mg q.d. dose in patients with AML with a susceptible IDH1 mutation.
Journal Article
Selinexor population pharmacokinetic and exposure–response analyses to support dose optimization in patients with diffuse large B-cell lymphoma
2021
PurposeCharacterize the population PK and exposure–response (ER) relationships of selinexor in patients with diffuse large B-cell lymphoma (DLBCL) (efficacy endpoints) or other non-Hodgkin’s lymphoma (NHL) patients (safety endpoints) to determine the optimal dose in patients with DLBCL.MethodsThis work included patients from seven clinical studies, with 800 patients for PK, 175 patients for efficacy and 322 patients for safety analyses. Logistic regression models and Cox-regression models were used for binary and time-to-event endpoints, respectively. Model-based simulations were performed to justify dose based on balance between efficacy and safety outcome.ResultsSelinexor pharmacokinetics were well-described by a two-compartment model with body weight as a significant covariate on clearance and central volume of distribution and gender on clearance. Overall response rate (ORR) in patients with DLBCL increased with day 1 Cmax and decreased in patients with higher baseline tumor size (p < 0.05). Significant exposure–safety relationships (p < 0.05) in NHL patients were identified for the frequency of the following safety endpoints: dose modifications, decreased appetite Grade ≥ 3 (Gr3+), fatigue Gr2+, vision blurred Gr1+, and vomiting Gr2+. Similar exposure–safety relationships were found for time-to-onset of the adverse events.ConclusionsSimulations of the safety and efficacy ER models suggested that, compared to a starting dose of 60 mg twice weekly (BIW), a 40 mg BIW regimen resulted in an absolute decrease in AE probabilities between 1.9 and 5.3%, with a clinically significant absolute efficacy decrease of 4.7% in ORR. The modeling results support that 60 mg BIW is the optimal dose in patients with DLBCL.
Journal Article
Meta-analysis of published efficacy and safety data for docetaxel in second-line treatment of patients with advanced non-small-cell lung cancer
by
Green, Michelle
,
Cha, Edward
,
Wada, Russ
in
Antineoplastic Agents - administration & dosage
,
Antineoplastic Agents - adverse effects
,
Antineoplastic Agents - therapeutic use
2016
Purpose
To gain a better understanding of the impact of dose and other prognostic factors on safety and efficacy of docetaxel in second-line non-small-cell lung cancer patients.
Methods
A model-based meta‐analysis (MBMA) of a published docetaxel monotherapy data in 6085 second‐line non-small-cell lung cancer patients from 46 trials was conducted.
Results
The logit of grade 3/4 neutropenia incidence was a linear function of dose, with a 5 % increase in the odds of neutropenia per mg/m
2
increase in dose [odds ratio (OR) 1.05, 95 % confidence interval (CI) 1.04–1.06], and a Japanese study effect (OR 17.1, 95 % CI 6.05–48.4). The logit of overall response rate (ORR) was a linear function of cumulative dose (0.4 % increase in the odds of response per mg/m
2
increase; OR 1.004, 95 % CI 1.001–1.008) and median population age (OR 1.08 per year, 95 % CI 1.02–1.15). A Japanese study effect was identified for overall survival (OS) in addition to prognostic factors identified by a previous meta-analysis.
Conclusions
This current MBMA identified docetaxel dose–response relationships for both neutropenia and ORR, an effect of age on ORR, and Japanese study effects on both neutropenia and OS.
Journal Article
Mechanistic pharmacokinetic/pharmacodynamic modeling of in vivo tumor uptake, catabolism, and tumor response of trastuzumab maytansinoid conjugates
by
Lewis Phillips, Gail D.
,
Tibbitts, Jay
,
Leipold, Douglas D.
in
Algorithms
,
Animals
,
Antibodies, Monoclonal, Humanized - blood
2014
Purpose
Trastuzumab emtansine (T-DM1), an antibody–drug conjugate (ADC) comprised of trastuzumab linked to the antimitotic agent DM1, has shown promising results in patients with human epidermal growth factor receptor 2-positive metastatic breast cancer. Investigations of the mechanisms of the action of ADCs, including T-DM1, have been primarily descriptive or semiquantitative. However, quantitative pharmacokinetic/pharmacodynamic (PK/PD) analysis may provide insights into their complex behavior. The analyses described herein applied PK/PD modeling to nonclinical studies of maytansinoid conjugates.
Methods
The maytansinoid conjugates T-DM1 and T-SPP-DM1, with thioether and disulfide linkers, respectively, were tested in mouse efficacy, PK, and tumor uptake studies.
3
[H]DM1-bearing ADCs were used to facilitate the quantitation of the ADCs in plasma, as well as ADC and ADC catabolites in tumors. Three mechanistic PK/PD models were used to characterize plasma ADC, tumor ADC, and tumor catabolite concentrations. Tumor catabolite concentrations were used to fit tumor response. Model parameters were estimated using R software and nonlinear least squares regression.
Results
Plasma ADC-associated DM1 concentrations of T-DM1 decreased more slowly than those of T-SPP-DM1, likely due to slower DM1 release. A comparison of the mechanistic models found that the best model allowed catabolism and catabolite exit rates to differ between ADCs, that T-DM1 exhibited both faster tumor catabolism and catabolite exit rate from tumors than T-SPP-DM1; findings inconsistent with expected behavior based on the physicochemical nature of the respective catabolites. Tumor catabolite concentrations adequately described tumor response with both ADCs showing similar potency.
Conclusion
Mechanistic PK/PD studies described herein provided results that confirmed and challenged current hypotheses, and suggested new areas of investigation.
Journal Article
Exposure–Response‐Based Product Profile–Driven Clinical Utility Index for Ipatasertib Dose Selection in Prostate Cancer
2019
The aims of this work were to characterize ipatasertib exposure–response (E‐R) relationships in a phase II study and to quantitatively assess benefit‐risk using a clinical utility index approach to support ipatasertib phase III dose selection in patients with metastatic castration‐resistant prostate cancer. Logistic regression and Cox proportional‐hazards models characterized E‐R relationships for safety and efficacy endpoints, respectively. Exposure metrics with and without considering dose interruptions/reductions (modifications) were tested in the E‐R models. Despite a steeper E‐R relationship when accounting for dose modifications, similar dose‐response projections were generated. The clinical utility index analysis assessed important attributes, weights, and clinically meaningful cutoff/tradeoff values based on predefined minimal, target, and optimistic product profiles. Ipatasertib 400 mg daily, showing the highest probability of achieving the minimal product profiles and better benefit‐risk balance than other doses (200–500 mg daily), was selected for further development in metastatic castration‐resistant prostate cancer.
Journal Article
Large-particle aerosol exposure to the Bangladesh or Malaysia strain of Nipah virus results in markedly divergent disease presentation in African Green Monkeys
by
Calcagno, Claudia
,
Cong, Yu
,
Huzella, Louis M.
in
Aerosols
,
Animals
,
Antibodies, Viral - blood
2025
Nipah virus (NiV), a highly pathogenic zoonotic paramyxovirus, causes severe respiratory and neurological disease in humans, with a case-fatality rate around 60%. Descriptions of cases in the clinical setting suggest that the two primary lineages of NiV cause disease with different presentations and outcomes. To define strain-specific differences in disease progression and host responses, African green monkeys were exposed to either the Malaysia (NiV-M) or Bangladesh (NiV-B) strain using a large-particle aerosol exposure. NiV-M infection resulted in a fatality rate of 27%, while NiV-B infection led to a 75% fatality rate characterized by rapid respiratory decline and systemic viral dissemination. Among survivors, NiV-M–infected animals mounted robust immunoglobulin M, immunoglobulin G, and neutralizing antibody responses, whereas NiV-B survivors exhibited weaker and delayed humoral responses. Non-survivors of both strains showed elevated pro-inflammatory cytokines, thrombocytopenia, and multi-organ dysfunction. Imaging showed that NiV-M infection was associated with neuroinflammation and systemic vasculitis, while NiV-B infection caused progressive pulmonary pathology. Histopathological analysis confirmed widespread vasculitis and encephalitis in animals with NiV-M infection and diffuse pulmonary hemorrhage and fibrin thrombi, consistent with vascular injury and coagulopathy, in animals with NiV-B infection. Cytokine profiling and flow cytometry showed a more intense and dysregulated immune response to NiV-B infection. Fatal outcomes in both groups were associated with thrombocytopenia, elevated pro-inflammatory cytokines, and multi-organ dysfunction. This study highlights fundamental differences in virulence, immune evasion, and pathogenesis between NiV strains and underscores the value of the African green monkey aerosol model for evaluating medical countermeasures under conditions that closely mimic natural human exposure.
Journal Article
Characteristic and quantifiable COVID-19-like abnormalities in CT- and PET/CT-imaged lungs of SARS-CoV-2-infected crab-eating macaques ( Macaca fascicularis )
2020
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is causing an exponentially increasing number of coronavirus disease 19 (COVID-19) cases globally. Prioritization of medical countermeasures for evaluation in randomized clinical trials is critically hindered by the lack of COVID-19 animal models that enable accurate, quantifiable, and reproducible measurement of COVID-19 pulmonary disease free from observer bias. We first used serial computed tomography (CT) to demonstrate that bilateral intrabronchial instillation of SARS-CoV-2 into crab-eating macaques (
) results in mild-to-moderate lung abnormalities qualitatively characteristic of subclinical or mild-to-moderate COVID-19 (e.g., ground-glass opacities with or without reticulation, paving, or alveolar consolidation, peri-bronchial thickening, linear opacities) at typical locations (peripheral>central, posterior and dependent, bilateral, multi-lobar). We then used positron emission tomography (PET) analysis to demonstrate increased FDG uptake in the CT-defined lung abnormalities and regional lymph nodes. PET/CT imaging findings appeared in all macaques as early as 2 days post-exposure, variably progressed, and subsequently resolved by 6-12 days post-exposure. Finally, we applied operator-independent, semi-automatic quantification of the volume and radiodensity of CT abnormalities as a possible primary endpoint for immediate and objective efficacy testing of candidate medical countermeasures.
Journal Article