ReviewMolecular oncology2026
Strength through diversity: how cancers thrive when clones cooperate.
Review in Molecular oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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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.
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.
Who cites it
1 citing paper in PubMed.
- LDAcoop: Integrating non-linear population dynamics into the analysis of clonogenic growth in vitro.Molecular oncology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
Cancer is a highly heterogeneous disease, with many cancers containing multiple distinct subclones. While subclones are often seen as competitors (survival of the fittest), intratumor heterogeneity can also offer direct benefits to the tumor through cooperation between different clones. This has important clinical implications, as interdependent populations may present therapeutic vulnerabilities. Here, we review existing evidence for clonal cooperativity to address key questions and outline future developments based on six overarching principles: (a) secreted factors are important mediators of clonal cooperation; (b) (very) small subclones can significantly affect tumor behavior; (c) both genetic and nongenetic heterogeneity are substrates for cooperation; (d) nonmalignant cells from the tumor microenvironment can act as cooperating partners; (e) clonal cooperation occurs throughout different stages of cancer, from premalignancy to metastasis; and (f) clonal cooperation can promote therapy resistance by protecting otherwise sensitive populations. Together, these principles suggest clonal cooperation as an important mechanism in cancer. Lastly, we discuss how novel technological developments could address remaining gaps to open up new therapeutic strategies that exploit clonal cooperativity by targeting the tumor's weakest link.
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Registered trials
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