Defining heritability, plasticity, and transition dynamics of cellular phenotypes in somatic evolution.

TitleDefining heritability, plasticity, and transition dynamics of cellular phenotypes in somatic evolution.
Publication TypeJournal Article
Year of Publication2024
AuthorsSchiffman JS, D'Avino AR, Prieto T, Pang Y, Fan Y, Rajagopalan S, Potenski C, Hara T, SuvĂ  ML, Gawad C, Landau DA
JournalNat Genet
Volume56
Issue10
Pagination2174-2184
Date Published2024 Oct
ISSN1546-1718
KeywordsAnimals, B-Lymphocytes, Cell Differentiation, Cell Lineage, Cell Plasticity, Epithelial-Mesenchymal Transition, Glioblastoma, Humans, Mice, Phenotype, Phylogeny, Single-Cell Analysis
Abstract

Single-cell sequencing has characterized cell state heterogeneity across diverse healthy and malignant tissues. However, the plasticity or heritability of these cell states remains largely unknown. To address this, we introduce PATH (phylogenetic analysis of trait heritability), a framework to quantify cell state heritability versus plasticity and infer cell state transition and proliferation dynamics from single-cell lineage tracing data. Applying PATH to a mouse model of pancreatic cancer, we observed heritability at the ends of the epithelial-to-mesenchymal transition spectrum, with higher plasticity at more intermediate states. In primary glioblastoma, we identified bidirectional transitions between stem- and mesenchymal-like cells, which use the astrocyte-like state as an intermediary. Finally, we reconstructed a phylogeny from single-cell whole-genome sequencing in B cell acute lymphoblastic leukemia and delineated the heritability of B cell differentiation states linked with genetic drivers. Altogether, PATH replaces qualitative conceptions of plasticity with quantitative measures, offering a framework to study somatic evolution.

DOI10.1038/s41588-024-01920-6
Alternate JournalNat Genet
PubMed ID39317739
PubMed Central IDPMC11527590
Grant ListR33 CA267219 / CA / NCI NIH HHS / United States
DP2 CA239145 / CA / NCI NIH HHS / United States
UG3 NS132139 / NS / NINDS NIH HHS / United States
RM1 HG011014 / HG / NHGRI NIH HHS / United States
R01 CA258763 / CA / NCI NIH HHS / United States
R01 HL157387 / HL / NHLBI NIH HHS / United States

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