Nat Rev CancerJClub
Single-cell tumour phylogenetics.
Nature Reviews Cancer · · Review
Gawron, Kuipers + more
Abstract ↗AI summary
The abstract is read at the publisher; the summary is JClub's.
Single-cell tumour phylogenetics is advancing by reconstructing tumour evolutionary histories as phylogenetic trees from single-cell sequencing, addressing modelling challenges beyond classical approaches.
- Why it matters: Tumour evolution and single-cell sequencing introduce new data and process complexities that classical phylogenetic and phylodynamic methods do not address, limiting accurate inference.
- What they did: This review summarizes bespoke single-cell tumour phylogeny models and assumptions and highlights recent computational and algorithmic advances for phylogenetic inference from single-cell sequencing data.
- The result: The field’s advances are linked to new insights into individual cancers and cohorts of patient samples, while ongoing challenges and future applications are outlined.
The findingWhy it mattersWhat they didThe result