Evidence map›Paper›PMID 35066099›Full record

ArticleJournal of controlled release : official journal of the Controlled Release Society2022

A PBPK model recapitulates early kinetics of anti-PEG antibody-mediated clearance of PEG-liposomes.

Anne M Talkington, Morgan D McSweeney, Timothy Wessler, Marielle K Rath, Zibo Li, Tao Zhang, Hong Yuan, Jonathan E Frank, M Gregory Forest, Yanguang Cao and 1 more

Open access · greenAbstract read
In one paragraph

Article in Journal of controlled release : official journal of the Controlled Release Society, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
2.4field-weighted citation impact, top 12% of its field
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

11 citing papers in PubMed, 19 citations in OpenAlex.

  1. Article
  2. Review
  3. Review
  4. Review
  5. Review
  6. Review
  7. Article
  8. Review
  9. Article
  10. Article
  11. An artificial intelligence-assisted physiologically-based pharmacokinetic model to predict nanoparticle delivery to tumors in mice.Journal of controlled release : official journal of the Controlled Release Society · 2023
    Article
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

11 authors at 3 institutions in 1 country.

Anne M TalkingtonProgram in Bioinformatics and Computational Biology, University of North Carolina, Chapel Hill, NC, USA.
Morgan D McSweeneyDivision of Pharmacoengineering and Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA.
Timothy WesslerDepartment of Mathematics, University of North Carolina, Chapel Hill, NC, USA; Department of Applied Physical Sciences, University of North Carolina, Chapel Hill, NC, USA.
Marielle K RathDivision of Pharmacoengineering and Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA.
Zibo LiDepartment of Radiology, University of North Carolina, Chapel Hill, NC, USA.
Tao ZhangDepartment of Radiology, University of North Carolina, Chapel Hill, NC, USA.
Hong YuanDepartment of Radiology, University of North Carolina, Chapel Hill, NC, USA; Biomedical Research Imaging Center, UNC Chapel Hill, USA.
Jonathan E FrankBiomedical Research Imaging Center, UNC Chapel Hill, USA.
M Gregory ForestProgram in Bioinformatics and Computational Biology, University of North Carolina, Chapel Hill, NC, USA; Department of Mathematics, University of North Carolina, Chapel Hill, NC, USA; UNC/NCSU Joint Department of Biomedical Engineering, University of North Carolina, Chapel Hill, NC, USA; Department of Applied Physical Sciences, University of North Carolina, Chapel Hill, NC, USA.
Yanguang CaoDivision of Pharmacotherapy and Experimental Therapeutics, University of North Carolina, Chapel Hill, NC, USA.
Samuel K LaiProgram in Bioinformatics and Computational Biology, University of North Carolina, Chapel Hill, NC, USA; Division of Pharmacoengineering and Molecular Pharmaceutics, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, USA; UNC/NCSU Joint Department of Biomedical Engineering, University of North Carolina, Chapel Hill, NC, USA; Department of Microbiology and Immunology, School of Medicine, University of North Carolina, Chapel Hill, NC, USA. Electronic address: lai@unc.edu.
University of North Carolina at Chapel Hill · USApplied Physical Sciences (United States) · USImaging Center · US

Funding

Virology Research Program (Program 4)P30CA016086 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI David Darr · 1985 to 2026
$201.5M
Pre-doctoral Training Program in Integrative Vascular BiologyT32HL069768 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Christopher P. Mack · 2002 to 2026
$9.7M
Overcoming anti-PEG immunity to restore prolonged circulation and efficacy of PEGylated therapeuticsR01HL141934 · NHLBI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI LAI, SAMUEL, ZAMBONI, WILLIAM C · 2018 to 2021
$2.7M
Optimizing antibody-based therapy through a system platform of pharmacokinetics-pharmacodynamics-immunodynamicsR35GM119661 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI CAO, YANGUANG · 2016 to 2020
$2.1M
Small Animal PET/CT for Preclinical Imaging ResearchS10OD023611 · OD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI LI, ZIBO · 2017 to 2017
$835k
NCI NIH HHS P30 CA016086NHLBI NIH HHS R01 HL141934NHLBI NIH HHS T32 HL069768NIGMS NIH HHS R35 GM119661NIH HHS S10 OD023611
6 · The paper itself

Abstract

PEGylation is routinely used to extend the systemic circulation of various protein therapeutics and nanomedicines. Nonetheless, mounting evidence is emerging that individuals exposed to select PEGylated therapeutics can develop antibodies specific to PEG, i.e., anti-PEG antibodies (APA). In turn, APA increase both the risk of hypersensitivity to the drug as well as potential loss of efficacy due to accelerated blood clearance of the drug. Despite the broad implications of APA, the timescales and systemic specificity by which APA can alter the pharmacokinetics and biodistribution of PEGylated drugs remain not well understood. Here, we developed a physiologically based pharmacokinetic (PBPK) model designed to resolve APA's impact on both early- and late-phase pharmacokinetics and biodistribution of intravenously administered PEGylated drugs. Our model accurately recapitulates PK and biodistribution data obtained from PET/CT imaging of radiolabeled PEG-liposomes and PEG-uricase in mice with and without APA, as well as serum levels of PEG-uricase in humans. Our work provides another illustration of the power of high-resolution PBPK models for understanding the pharmacokinetic impacts of anti-drug antibodies and the dynamics with which antibodies can mediate clearance of foreign species.

Indexed as

LiposomesPositron Emission Tomography Computed TomographyAnimalsAntibodiesKineticsMicePolyethylene GlycolsTissue DistributionAntibodiesLiposomesPolyethylene GlycolsAccelerated blood clearanceAnti-PEG antibodiesPBPK modelPEGylated liposomesPolyethylene glycol

Identifiers

PMID35066099
PMCPMC9080587
OpenAlexW4206028708

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.