Evidence map›Paper›PMID 41483983›Full record

ReviewTrends in cancer2026

Exploiting tumor lineage features for precision cancer therapy.

Lois M Kelly, Nina Fenouille, Kris C Wood, Alexandre Puissant

Abstract readReview
In one paragraph

Review in Trends in cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Lois M KellyINSERM UMR 944, IRSL, St Louis Hospital, University of Paris-Cité, Paris, France.
Nina FenouilleINSERM UMR 944, IRSL, St Louis Hospital, University of Paris-Cité, Paris, France.
Kris C WoodDepartment of Pharmacology and Cancer Biology, Duke University, Durham, NC, USA. Electronic address: kris.wood@duke.edu.
Alexandre PuissantINSERM UMR 944, IRSL, St Louis Hospital, University of Paris-Cité, Paris, France. Electronic address: alexandre.puissant@inserm.fr.

Funding

Screening for Cys-Reactive Ligands to Target PAX3-FOXO1U54CA231630 · NCI · DUKE UNIVERSITY · PI LINARDIC, CORINNE MARY · 2019 to 2023
$6.5M
Lineage-specific signaling and targeting of PI3K gamma in myeloid malignanciesR01CA266389 · NCI · DUKE UNIVERSITY · PI Kris C. Wood · 2022 to 2026
$2.0M
Mechanism-based targeting of unique survival signaling in residual tumorsR01CA263593 · NCI · DUKE UNIVERSITY · PI Kris C. Wood · 2022 to 2026
$1.7M
NCI NIH HHS R01 CA263593NCI NIH HHS R01 CA266389NCI NIH HHS U54 CA231630
6 · The paper itself

Abstract

Cancer cells often retain lineage- and tissue of origin-specific programs established prior to malignant transformation. This observation has been elaborated by advances in single-cell and lineage-tracing technologies, which provide high-resolution mapping of these features. Here, we provide an overview of these recent technological developments and examine how the tissue of origin shapes tumor behavior and vulnerabilities. We discuss how the preferential selection of oncogenic drivers by specific tissues leads to distinct genetic alterations across cancers. We then explore the continued dependence of cancer cells on lineage-specific physiological functions and signaling pathways, thereby revealing lineage-dependent therapeutic targets. Finally, we highlight how lineage-specific cell surface marker expression informs precision immunotherapies. Together, these insights are driving a shift toward therapies tailored to the developmental and functional identities of cancer cells.

Indexed as

Cell LineageNeoplasmsPrecision MedicineAnimalsBiomarkers, TumorCell Transformation, NeoplasticHumansImmunotherapySignal TransductionSingle-Cell AnalysisBiomarkers, Tumorcancer specialized functionhigh-resolution mappinglineage dependencieslineage-tracing systemsprecision oncologytargeted therapiestissue-selective oncogenic driverstumor antigen repertoire for advanced T cell therapiestumor tissue of origin

Identifiers

PMID41483983
PMCPMC12904362

What Socratic holds

Textmetadata
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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 Socratic graph.