Evidence map›Paper›PMID 34648187›Full record

Trial reportJournal of clinical pharmacology2022

Pharmacokinetic Simulation Analysis of Less Frequent Nivolumab and Pembrolizumab Dosing: Pharmacoeconomic Rationale for Dose Deescalation.

Cody J Peer, Brian L Heiss, Daniel A Goldstein, Jennifer C Goodell, William D Figg, Mark J Ratain

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of clinical pharmacology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

19 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Totality of the Evidence: Optimizing Dosage Selection Strategies in Oncology.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Article
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Review
  16. Article
  17. Cost Savings and Increased Access With Ultra-Low-Dose Immunotherapy.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2023
    Article
  18. Article
  19. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Cody J PeerClinical Pharmacology Program, National Cancer Institute, Bethesda, Maryland, USA.ORCID 0000-0001-9395-3473
Brian L HeissDepartment of Medicine, Section of Hematology/Oncology, and Committee on Clinical Pharmacology & Pharmacogenomics, The University of Chicago, Chicago, Illinois, USA.
Daniel A GoldsteinDavidoff Cancer Center, Rabin Medical Center, Tel Aviv, Israel.
Jennifer C GoodellClinical Pharmacology Program, National Cancer Institute, Bethesda, Maryland, USA.
William D FiggClinical Pharmacology Program, National Cancer Institute, Bethesda, Maryland, USA.
Mark J RatainDepartment of Medicine, Section of Hematology/Oncology, and Committee on Clinical Pharmacology & Pharmacogenomics, The University of Chicago, Chicago, Illinois, USA.

Funding

INTERDISCIPLINARY IMMUNOLOGY TRAINING PROGRAMT32AI007019 · NIAID · YALE UNIVERSITY · PI Carrie L. Lucas, David G. Schatz · 1985 to 2026
$14.4M
Using Clinical Pharmacology Principles to Develop New Anticancer TherapiesZICSC006537 · NCI · DIVISION OF CLINICAL SCIENCES - NCI · PI FIGG, WILLIAM DOUGLAS · 2009 to 2025
$14.4M
CLINICAL THERAPEUTICST32GM007019 · NIGMS · UNIVERSITY OF CHICAGO · PI Peter Hugh O'Donnell, MARK J RATAIN · 1985 to 2026
$8.7M
Using Clinical Pharmacology Principles to Develop New Anticancer TherapiesZ01SC006537 · SC · DIVISION OF CLINICAL SCIENCES - NCI · PI FIGG, WILLIAM DOUGLAS · 1997 to 2008
$379k
Intramural NIH HHS Z01 SC006537Intramural NIH HHS ZIC SC006537NIAID NIH HHS T32 AI007019NIGMS NIH HHS T32 GM007019
6 · The paper itself

Abstract

Nivolumab and pembrolizumab, anti-programmed cell death protein 1 monoclonal antibodies, have revolutionized oncology but are expensive. Using an interventional pharmacoeconomic approach, these drugs can be administered less often to reduce costs and increase patient convenience while maintaining efficacy. Both drugs are good candidates for less frequent dosing because of long half-lives and no evidence of a relationship of dose to efficacy. Established population pharmacokinetic models for both nivolumab and pembrolizumab were used to simulate profiles for multiple dosing regimens on 1000 randomly generated virtual patients. Simulations were initially performed on standard dose regimens to validate these in silico predictions. Next, simulations of nivolumab 0.3 mg/kg every 3 weeks revealed that >95% of patients maintained ≥1.5 μg/mL at steady state, which was inferred as the minimum effective concentration (MEC) for both drugs. Various alternative dosing regimens were simulated for both drugs to determine which regimen(s) can maintain this MEC in >95% of patients. Extended dosing regimens of nivolumab 240 mg every 4 weeks and 480 mg every 8 weeks along with pembrolizumab 200 mg every 6 weeks were simulated, showing that >95% of patients maintained MEC or greater. These simulations demonstrate the potential to reduce drug exposure by at least 50%, thus substantially reducing patient visits (as well as costs), while maintaining equivalent efficacy. These models provide the scientific justification for an ongoing prospective randomized clinical trial comparing standard interval fixed dosing with extended interval fixed dosing, and ultimately an efficacy-driven comparative trial.

Indexed as

Antineoplastic Agents, ImmunologicalNivolumabAntibodies, Monoclonal, HumanizedComputer SimulationDose-Response Relationship, DrugHumansProspective StudiesAntibodies, Monoclonal, HumanizedAntineoplastic Agents, ImmunologicalNivolumabpembrolizumabclinical trialsimmunopharmacologymodeling and simulationoncologypopulation pharmacokinetics

Identifiers

PMID34648187
PMCPMC9749861

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.