Title | Defining heritability, plasticity, and transition dynamics of cellular phenotypes in somatic evolution. |
Publication Type | Journal Article |
Year of Publication | 2024 |
Authors | Schiffman JS, D'Avino AR, Prieto T, Pang Y, Fan Y, Rajagopalan S, Potenski C, Hara T, SuvĂ ML, Gawad C, Landau DA |
Journal | Nat Genet |
Volume | 56 |
Issue | 10 |
Pagination | 2174-2184 |
Date Published | 2024 Oct |
ISSN | 1546-1718 |
Keywords | Animals, 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. |
DOI | 10.1038/s41588-024-01920-6 |
Alternate Journal | Nat Genet |
PubMed ID | 39317739 |
PubMed Central ID | PMC11527590 |
Grant List | R33 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 |
Submitted by est4003 on November 5, 2024 - 1:39pm