Cited by 104Mathematical Biology Tumor GrowthCancer, Hypoxia, and MetabolismCancer Cells and Metastasis

Distributions of oxygen, nutrient, and metabolic waste concentrations in multicellular spheroids and their dependence on spheroid parameters

Groebe, K., Mueller-Klieser, W.·1991·European Biophysics Journal

Abstract

The distribution of oxygen, nutrients and metabolic wastes in multicellular tumor spheroids and its dependence on the parameters characterizing the spheroid (i.e., spheroid geometry, diffusivity, and consumption/production rates of biological substances) have been investigated by a theoretical analysis: 1. Parameter dependence is qualitatively demonstrated and visualized. 2. Reduction of the number of variables by specific coordinate transformations made it possible to generate nomograms from which concentration distributions for any choice of parameter values may easily be obtained. In particular, these nomograms may also be used for estimating concentration profiles of metabolic waste products, e.g. of lactate, which are expected to accumulate in the tumor spheroids. 3. An additional set of nomograms is given which is more convenient for determining time courses of these concentrations during spheroid growth. 4. A quantitative sensitivity analysis of parameter dependencies is performed to identify those parameters upon which a concentration of interest depends most critically in a given experimental situation.

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Crossref · 10.1007/bf00196343

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References 23 · Cited by 104

Authors
Groebe, K., & Mueller-Klieser, W.
Affiliations
Johannes Gutenberg University Mainz (DE)
Venue
European Biophysics Journal
Published
1991-02
Volume
19
Issue
4
Pages
169-81
ISSN
  • 0175-7571 (ISSN-L)
  • 1432-1017
OpenAlex
W2068246135
Cited by
104
References
23
Citations by year
2026: 5 · 2025: 5 · 2024: 3 · 2023: 8 · 2022: 3 · 2021: 4 · 2020: 3 · 2019: 4 · 2018: 4 · 2017: 5 · 2016: 3 · 2014: 2 · 2013: 3 · 2012: 1
FWCI
5.14
Type
journal article
Language
en
Open access
closed
Locations
  • European Biophysics Journal (publishedVersion)
  • PubMed (publishedVersion)
Topics
  • Physical Sciences › Mathematics › Modeling and Simulation › Mathematical Biology Tumor Growth
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Hypoxia, and Metabolism
  • Health Sciences › Medicine › Oncology › Cancer Cells and Metastasis
Keywords
tumor spheroids, oxygen distribution, nutrient distribution, metabolic waste accumulation, lactate, concentration profiles, nomogram, sensitivity analysis, diffusion, consumption rate, spheroid growth
MeSH terms
Cell Aggregation, Cell Survival, Diffusion, Hydrogen, Models, Theoretical, Oxygen, Tumor Cells, Cultured, Cell Hypoxia

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