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Record W4405041300 · doi:10.1182/blood-2024-201015

Inhibiting Free Fatty Acid Transport to Improve CAR-T Cell Therapy of Relapsed B-Cell Acute Lymphoblastic Leukemia

2024· article· en· W4405041300 on OpenAlexaff
Clarissa Garcia, Tian Liu, Ilaria Iacobucci, Amanda Novak, Amy Argabright, Julian Grandvallet Contreras, Huimin Geng, Sabrina Smith, Xin Zhou, Markus Müschen, John E. Dick, Julie Haines, Angelo D’Alessandro, Charles G. Mullighan, Tzu Phang, M. Eric Kohler, Matthew T. Witkowski

Bibliographic record

VenueBlood · 2024
Typearticle
Languageen
FieldMedicine
TopicAcute Lymphoblastic Leukemia research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsLymphoblastic LeukemiaAcute lymphocytic leukemiaMedicineCancer researchLeukemiaOncologyInternal medicine

Abstract

fetched live from OpenAlex

Introduction: B-cell acute lymphoblastic leukemia (B-ALL) resistant to conventional chemotherapy is a leading cause of cancer-related mortality in children and young adults. Although CD19-directed Chimeric Antigen Receptor T-cell (CAR-T) therapy shows promise for relapsed/refractory B-ALL, its effectiveness is often compromised by leukemia-intrinsic resistance mechanisms that remain unclear. Recent evidence suggests that TP53 mutations negatively affect the long-term efficacy of CD19 CAR-T therapy in B-ALL, despite initial trials not identifying high-risk genetic features impacting early clinical responses. TP53 loss-of-function mutations, although rare at diagnosis, are enriched in relapsed B-ALL and associated with chemotherapy resistance and poor survival. Methods and Results: To dissect the B-ALL-intrinsic role of p53 during CAR-T therapy, we found that TP53 loss-of-function mutations in a subset of human B-ALL cell lines conferred resistance to CAR-T cell killing in vitro and in vivo. To elucidate the pathways driving CAR-T resistance in TP53-mutated (mut) B-ALL cells, we performed genome-wide CRISPR/Cas9 screening on isogenic TP53-wildtype (wt) and TP53-mut CD19+ B-ALL cell lines treated with CD19-CAR-T cells ex vivo. This screening approach identified the free fatty acid transporter FATP2 (encoded by SLC27A2) as a critical factor; as its genetic ablation enhanced CAR-T efficacy against TP53-mut B-ALL lines. Analysis of RNA-seq data from 1104 pediatric B-ALL patients revealed that high SLC27A2 mRNA expression at B-ALL diagnosis correlated with poor overall survival and increased free fatty acid metabolism. To understand the mechanism of FATP2 activity in B-ALL survival, we found FATP2-expressing B-ALL lines internalize long-chain free fatty acids more efficiently than non-FATP2-expressing human B-ALL cell lines. Additionally, FATP2-mediated CAR-T resistance in TP53-mut B-ALL cells was reversible by depleting exogenous fatty acids. Stable isotope free fatty acid uptake tracing revealed a role for FATP2 in promoting succinate accumulation in TP53-mutated B-ALL cells, thus significantly altering cellular metabolism that may have contributed to CAR-T resistance. Ongoing experiments aim to identify the precise mechanisms contributing to leukemia-intrinsic, FATP2-dependent CAR-T resistance. Conclusions: Our studies suggest that FATP2 expression drives TP53-mutant B-ALL CAR-T resistance by facilitating the uptake of exogenous free fatty acids. Collectively, we propose targeting free fatty acid transport as a specific metabolic vulnerability in B-ALL that might improve CAR-T therapy outcomes.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.010
GPT teacher head0.248
Teacher spread0.238 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2024
Admission routes1
Has abstractyes

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