bioRxivCancer BiologyPreprint
Tissue structure accelerates evolution: premalignant sweeps precede neutral expansion
J. West, R. Schenck, C. Gatenbee, M. Robertson-Tessi, A. R. Anderson
Abstract
Cancer has been hypothesized to be a caricature of the renewal process of the tissue of origin: arising from (and maintained by) small subpopulations capable of continuous growth1. The strong influence of the tissue structure has been convincingly demonstrated in intestinal cancers where adenomas grow by the fission of stem-cell-maintained glands influenced by early expression of abnormal cell mobility in cancer progenitors2, 3. So-called "born to be bad" tumors arise from progenitors which may already possess the necessary driver mutations for malignancy4, 5 and metastasis6. These tumors subsequently evolve neutrally, thereby maximizing intratumoral heterogeneity and increasing the probability of therapeutic resistance. These findings have been nuanced by the advent of multi-region sequencing, which uses spatial and temporal patterns of genetic variation among competing tumor cell populations to shed light on the mode of tumor evolution (neutral or Darwinian) and also the tempo4, 7-11. Using a classic, well-studied model of tumor evolution (a passenger-driver mutation model12-16) we systematically alter spatial constraints and cell mixing rates to show how tissue structure influences functional (driver) mutations and genetic heterogeneity over time. This model approach explores a key mechanism behind both inter-patient and intratumoral tumor heterogeneity: competition for space. Initial spatial constraints determine the emergent mode of evolution (neutral to Darwinian) without a change in cell-specific mutation rate or fitness effects. Transition from early Darwinian to late neutral evolution is accelerated by the combination of two factors: spatial constraints and well-timed dispersal events.
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Spatial structure governs the mode of tumour evolution
R. Noble, D. Burri, … N. Beerenwinkel·bioRxiv·Apr 13, 2019
- Genealogies in Growing Solid Tumors
Duke U. Rick Durrett·bioRxiv·Jan 7, 2018
- Spatial model predicts dispersal and cell turnover cause reduced intra-tumor heterogeneity
Bartlomiej Waclaw, Ivana Bozic, … Martin A Nowak·NaturePeer-reviewed·Sep 10, 2015
- Reply: Neutral tumor evolution?
Timon Heide, Luis Zapata, … Andrea Sottoriva·bioRxiv·May 10, 2018
- Accumulation of Oncogenic Mutations During Progression from Healthy Tissue to Cancer
- A unified simulation model for understanding the diversity of cancer evolution
A. Niida, T. Hasegawa, … S. Miyano·bioRxiv·Jan 28, 2020