4.8 Article

Quantitative analysis of tumour spheroid structure

Journal

ELIFE
Volume 10, Issue -, Pages -

Publisher

eLIFE SCIENCES PUBL LTD
DOI: 10.7554/eLife.73020

Keywords

tumour spheroid; inference; diffusion; steady-state; uncertainty quantification; FUCCI; Human; Other

Categories

Funding

  1. Australian Research Council [DP200100177, CE140100049]
  2. Australian Research Council [CE140100049] Funding Source: Australian Research Council

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Tumour spheroids are common experimental models in vitro, closely mimicking avascular tumour growth. Research suggests that spheroids have a limiting structure and the mature structure is independent of seeding density. Additionally, comparing spheroid structure rather than size produces more accurate results.
Tumour spheroids are common in vitro experimental models of avascular tumour growth. Compared with traditional two-dimensional culture, tumour spheroids more closely mimic the avascular tumour microenvironment where spatial differences in nutrient availability strongly influence growth. We show that spheroids initiated using significantly different numbers of cells grow to similar limiting sizes, suggesting that avascular tumours have a limiting structure; in agreement with untested predictions of classical mathematical models of tumour spheroids. We develop a novel mathematical and statistical framework to study the structure of tumour spheroids seeded from cells transduced with fluorescent cell cycle indicators, enabling us to discriminate between arrested and cycling cells and identify an arrested region. Our analysis shows that transient spheroid structure is independent of initial spheroid size, and the limiting structure can be independent of seeding density. Standard experimental protocols compare spheroid size as a function of time; however, our analysis suggests that comparing spheroid structure as a function of overall size produces results that are relatively insensitive to variability in spheroid size. Our experimental observations are made using two melanoma cell lines, but our modelling framework applies across a wide range of spheroid culture conditions and cell lines.

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