In Silico Re-Optimization of Atezolizumab Dosing Using Population Pharmacokinetic Simulation and Exposure-Response Simulation.

Abstract

Atezolizumab, a humanized monoclonal antibody against programmed cell death ligand 1 (PD-L1), was initially approved in 2016, around the same time that the sponsor published the minimum serum concentration to maintain the saturation of receptor occupancy (6 μg/mL). The initially approved dose regimen of 1200 mg every 3 weeks (q3w) was subsequently modified to 840 mg q2w or 1680 mg q4w through pharmacokinetic simulations. Yet, each standard regimen yields steady-state trough concentrations (CMIN,SS ) far exceeding (≈ 40-fold) the stated target concentration. Additionally, the steady-state area under the plasma drug concentration-time curve (AUCSS ) at 1200 mg q3w was significantly (P = .027) correlated with the probability of adverse events of special interest (AESIs) in patients with non-small cell lung cancer (NSCLC) and, coupled with excess exposure, this provides incentive to explore alternative dose regimens to lower the exposure burden while maintaining an effective CMIN,SS . In this study, we first identified 840 mg q6w as an extended-interval regimen that could robustly maintain a serum concentration of 6 μg/mL (≥99% of virtual patients simulated, n = 1000), then applied this regimen to an approach that administers 2 "loading doses" of standard-interval regimens for a future clinical trial aiming to personalize dose regimens. Each standard dose was simulated for 2 loading doses, then 840 mg q6w thereafter; all yielded cycle-7 CMIN,SS values of >6 μg/mL in >99% of virtual patients. Further, the AUCSS from 840 mg q6w resulted in a flattening (P = .63) of the exposure-response relationship with adverse events of special interest (AESIs). We next aim to verify this in a clinical trial seeking to validate extended-interval dosing in a personalized approach using therapeutic drug monitoring.

Department

Description

Provenance

Citation

Published Version (Please cite this version)

10.1002/jcph.2203

Publication Info

Peer, Cody J, Keith T Schmidt, Oluwatobi Arisa, William J Richardson, Koosha Paydary, Daniel A Goldstein, James L Gulley, William D Figg, et al. (2023). In Silico Re-Optimization of Atezolizumab Dosing Using Population Pharmacokinetic Simulation and Exposure-Response Simulation. Journal of clinical pharmacology, 63(6). pp. 672–680. 10.1002/jcph.2203 Retrieved from https://hdl.handle.net/10161/31386.

This is constructed from limited available data and may be imprecise. To cite this article, please review & use the official citation provided by the journal.

Scholars@Duke

Richardson

William James Richardson

Professor of Orthopaedic Surgery
  1. Current research includes investigation of biomechanical aspects of cervical injury with head impact. This involves cadaveric work with high-speed photography and load cells to ascertain the mechanism for spinal fractures.

    2. An animal model is being used to evaluate the biomechanics of cervical laminectomy versus laminoplasty compared to the normal spine. A portion of the animals are developing myelopathy secondary to instability after the surgical procedure and this is being evaluated with MRI scanning as well as mechanical and radiographic testing.


    3. Studies are being performed to develop an impedance pedicle probe to aid safe insertion of pedicular instrumentation in the lumbar spine. Ongoing studies are being performed to define the optimal frequency for the probe to yield the most sensitive and specific device. Hopefully this will lead to development of a device for human use. Studies will compare impedance probe to currently used EMG techniques to see if combing them will lead to greater sensitivity and specificity.

    4. Studies are being completed on testing particular pull-out strength and doing a multi-varied analysis looking at size of the pedicle and bone density by two different techniques.

    5. Current work is ongoing to develop an outcomes instrument and database to be used in the outpatient setting for patients with spinal complaints, both cervical and lumbar. The device will be used to evaluate clinical effectiveness for a variety of treatments for spinal conditions and to look at patient satisfaction issues.

Unless otherwise indicated, scholarly articles published by Duke faculty members are made available here with a CC-BY-NC (Creative Commons Attribution Non-Commercial) license, as enabled by the Duke Open Access Policy. If you wish to use the materials in ways not already permitted under CC-BY-NC, please consult the copyright owner. Other materials are made available here through the author’s grant of a non-exclusive license to make their work openly accessible.