Evidence map›Paper›PMID 41143460›Full record

ArticleBlood cancer discovery2026

A Pharmacologic Model Predicts that Tumor Debulking Improves CAR T-cell Efficacy in Large B-cell Lymphoma.

Amy E Pomeroy, Brian J Sworder, Deborah Plana, Yanguang Cao, Ash A Alizadeh, Adam C Palmer

Abstract read
In one paragraph

Article in Blood cancer discovery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Amy E PomeroyDepartment of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.ORCID 0000-0001-9217-3539
Brian J SworderDivision of Oncology, Department of Medicine, Stanford University, Stanford, California.ORCID 0000-0002-5902-5507
Deborah PlanaLaboratory of Systems Pharmacology and the Department of Systems Biology, Harvard Medical School, Boston, Massachusetts.ORCID 0000-0002-4218-1693
Yanguang CaoUNC Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.ORCID 0000-0002-3974-9073
Ash A AlizadehDivision of Oncology, Department of Medicine, Stanford University, Stanford, California.ORCID 0000-0002-5153-5625
Adam C PalmerDepartment of Pharmacology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.ORCID 0000-0001-5028-7028

Funding

Medical Scientist Training ProgramT32GM007753 · NIGMS · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI WALENSKY, LOREN DAVID · 1985 to 2021
$50.0M
SEEDING POSTDOCTORAL INNOVATORS IN RESEARCH &EDUCATIONK12GM000678 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI DONALD T LYSLE, Kathryn Joanna Reissner · 1999 to 2026
$30.9M
Medical Scientist Training ProgramT32GM144273 · NIGMS · HARVARD MEDICAL SCHOOL · PI David Shumway Jones, Jacqueline A. Lees · 2022 to 2026
$14.7M
Circulating Genomic Determinants of Treatment Failure in Hodgkin LymphomaR01CA257655 · NCI · STANFORD UNIVERSITY · PI ALIZADEH, ASH ARASH, DIEHN, MAXIMILIAN · 2021 to 2025
$3.2M
A Genomic Framework for Molecular Risk Prediction & Individualized Lymphoma TherapyR01CA233975 · NCI · STANFORD UNIVERSITY · PI ALIZADEH, ASH ARASH, DIEHN, MAXIMILIAN · 2019 to 2023
$2.8M
Quantitative Systems Pharmacology of Antibody Therapeutics across Diverse Biological ContextsR35GM152449 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Yanguang Cao · 2024 to 2026
$1.2M
Modeling and analysis of curative combination therapy for Diffuse Large B-Cell LymphomaR01CA279968 · NCI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Adam Christopher Palmer · 2024 to 2026
$1.0M
Determinants of Resistance to Engineered T-cell Therapies Targeting CD19 in LymphomaK08CA267307 · NCI · UNIVERSITY OF CALIFORNIA-IRVINE · PI Brian Sworder · 2023 to 2026
$753k
Clinical trial data analysis to design novel treatment regimens in oncologyF30CA260780 · NCI · HARVARD MEDICAL SCHOOL · PI PLANA, DEBORAH · 2021 to 2023
$142k
American Society of Hematology (ASH)Bakewell Foundation (The Bakewell Foundation)Damon Runyon Cancer Research Foundation (DRCRF) DR-CI#71-14Leukemia and Lymphoma Society (LLS)National Cancer Institute (NCI) F30CA260780National Cancer Institute (NCI) K08CA267307National Cancer Institute (NCI) R01CA233975National Cancer Institute (NCI) R01CA257655National Cancer Institute (NCI) R01CA279968National Institute of General Medical Sciences (NIGMS) K12GM000678National Institute of General Medical Sciences (NIGMS) R35GM152449National Institute of General Medical Sciences (NIGMS) T32GM007753National Institute of General Medical Sciences (NIGMS) T32GM144273NCI NIH HHS F30 CA260780NCI NIH HHS K08 CA267307NCI NIH HHS R01 CA233975NCI NIH HHS R01 CA257655NCI NIH HHS R01 CA279968NIGMS NIH HHS K12 GM000678NIGMS NIH HHS R35 GM152449NIGMS NIH HHS T32 GM007753NIGMS NIH HHS T32 GM144273Stanford Cancer Institute (SCI)V Foundation for Cancer Research (VFCR)Virginia and D.K. Ludwig Fund for Cancer Research (D.K. Ludwig Fund)
6 · The paper itself

Abstract

Chimeric antigen receptor (CAR) T cells produce durable remissions in some patients with large B-cell lymphoma, but outcomes are poor in patients with large tumor burdens or limited CAR T-cell expansion. To understand these relationships and explore potential interventions, we applied established population pharmacokinetic/pharmacodynamic principles to model kinetics of axicabtagene ciloleucel (axi-cel) concentrations and tumor responses to axi-cel, and validated model outputs using independent cohorts. This mechanistic model reproduces and explains poor outcomes associated with high tumor burden and low CAR T-cell expansion, finding that proliferation of large lymphoma populations can outpace the cytotoxic effect of CAR T cells. A high ratio of lymphoma cells to CAR T cells is effectively a mechanism of CAR T-cell resistance, which could be modified by tumor debulking before infusion. This model predicts that reducing tumor burden before CAR T-cell infusion may improve durable remission rate. Future clinical studies optimizing bridging therapy may therefore enhance the success of CAR T-cell therapies. SIGNIFICANCE: A population pharmacokinetic/pharmacodynamic model of axi-cel in large B-cell lymphoma explains the observation that high tumor burden and low CAR T-cell expansion predict poor outcomes. This model suggests tumor debulking before CAR T infusion or deploying CAR T therapy in measurable residual disease-positive patients after first-line treatment could improve CAR T success rates. See related commentary by Altrock, p. 11.

Indexed as

Biological ProductsImmunotherapy, AdoptiveLymphoma, Large B-Cell, DiffuseModels, BiologicalReceptors, Chimeric AntigenAntigens, CD19HumansTreatment OutcomeAntigens, CD19axicabtagene ciloleucelBiological ProductsReceptors, Chimeric Antigen

Identifiers

PMID41143460
PMCPMC12626407

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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.