Evidence map›Paper›PMID 41468362›Full record

ArticleMolecular cancer therapeutics2026

In Vivo Auto-tuning of Antibody-Drug Conjugate Delivery to Maximize Efficacy Using High-Avidity, Low-Affinity Antibodies.

Anna Kopp, Shujun Dong, Hyeyoung Kwon, Tiexin Wang, Alec A Desai, Andrew Philippart, Dong Jun Koo, Jennifer J Linderman, Peter M Tessier, Greg M Thurber

Abstract read
In one paragraph

Article in Molecular cancer therapeutics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Peptide-Drug Conjugates: A New Hope for Cancer.Journal of peptide science : an official publication of the European Peptide Society · 2025
    Review
4 · The record

Corrections and comments

  • Update of
    2024
5 · Who and what money

Authors and funding

10 authors.

Anna KoppDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-2799-4581
Shujun DongDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-4069-7506
Hyeyoung KwonDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-6928-7279
Tiexin WangDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0003-3773-4094
Alec A DesaiDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-8322-7096
Andrew PhilippartDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0009-0004-4508-5754
Dong Jun KooDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0009-0006-3006-981X
Jennifer J LindermanDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0002-1519-5088
Peter M TessierDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0009-0002-2386-8040
Greg M ThurberDepartment of Chemical Engineering, University of Michigan, Ann Arbor, Michigan.ORCID 0000-0001-7570-2080

Funding

XenograftP30CA046592 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Eric R. Fearon · 1988 to 2026
$178.2M
Maximizing Antibody Drug Conjugate Efficacy through Multiple Mechanisms of ActionR35GM128819 · NIGMS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Greg Thurber · 2018 to 2026
$2.8M
National Science Foundation Graduate Research Fellowship Program (GRFP) 1841052NCI NIH HHS P30 CA046592NIGMS NIH HHS R35 GM128819U.S. Department of Defense (DOD) BCRP# BC200857
6 · The paper itself

Abstract

Antibody-drug conjugates (ADC) have experienced a surge in clinical approvals in the past few years. Despite this success, a major limitation to ADC efficacy in solid tumors is poor tumor penetration, which leaves many cancer cells untargeted. Coadministration of unconjugated antibodies can improve tumor penetration and increase efficacy when target receptor expression is high. However, it can also reduce efficacy in low-expression tumors in which ADC delivery is limited by insufficient cellular uptake. This creates an intrinsic problem because many patients express different levels of the target between and within tumors. In this study, we show how unconjugated High-Avidity, Low-Affinity (HALA) antibodies can automatically tune the cellular ADC delivery to match the local expression level. Using HER2 ADCs as a model, the tumor distribution of trastuzumab emtansine and trastuzumab deruxtecan coadministered with the HALA antibody was improved in vivo, translating to equal or greater ADC efficacy across a range of HER2 expression levels. Furthermore, Fc-enhanced HALA antibodies elicited a strong response in an immunocompetent mouse model. These results demonstrate that HALA antibodies can expand treatment ranges beyond high-expression targets and leverage strong immune responses.

Indexed as

Antibody AffinityDrug Delivery SystemsImmunoconjugatesAdo-Trastuzumab EmtansineAnimalsAntibodies, Monoclonal, HumanizedCell Line, TumorErb-b2 Receptor Tyrosine KinasesFemaleHumansMiceTrastuzumabXenograft Model Antitumor AssaysAdo-Trastuzumab EmtansineAntibodies, Monoclonal, HumanizedERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesImmunoconjugatesTrastuzumab

Identifiers

PMID41468362
PMCPMC12964248

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Registered trials

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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.