Evidence map›Paper›PMID 41933094›Full record

ArticleMedical physics2026

On the shape of the radiation survival curve in tumor spheroids: The role of oxygen heterogeneity.

Uwe Schneider, Ning Liang, Jürgen Besserer

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Article in Medical physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Uwe SchneiderDepartment of Physics, Science Faculty, University of Zürich, Zürich, Switzerland.
Ning LiangDepartment of Physics, Science Faculty, University of Zürich, Zürich, Switzerland.
Jürgen BessererDepartment of Physics, Science Faculty, University of Zürich, Zürich, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe shape of cell survival curves at the tissue level remains an open question in radiobiology. While homogeneous cell populations (so-called single cells) typically exhibit an exponential decrease in survival with increasing dose, it is unclear whether this behavior persists in multicellular systems, where oxygen and nutrient gradients introduce additional complexity. PURPOSE: This study investigates how oxygen diffusion and consumption in tumor spheroids modify the aggregate radiation response and whether the resulting survival curves follow a purely exponential or a linear-quadratic (LQ) form on the logarithmic scale.

methodsWiDr human colon adenocarcinoma cells were modeled using the track-event theory of cell survival. The parameters p = 0.04 Gy

resultsBoth the mechanistic oxygen-diffusion-based numerical survival model and the simplified approximation reproduced experimental survival data for WiDr spheroids of diameters 100-1200 µm reported by Buffa et al. and West et al. The predicted survival curves become progressively less steep as spheroid size increases, reflecting the larger hypoxic fraction. For large spheroids, both model and data exhibit a distinct upward curvature of the survival curve at high doses, deviating from both exponential and downward-bending LQ behavior. This effect arises from dose-dependent weighting of oxic and hypoxic cell subpopulations within the heterogeneous spheroid.

conclusionsThe results support the hypothesis that oxygen heterogeneity fundamentally alters the apparent dose-response relationship in multicellular systems. The transition from single-cell to spheroid-level behavior introduces non-linear averaging effects that produce survival curves not captured by standard exponential or LQ models. These findings provide a mechanistic bridge between cellular radiobiology and tissue-scale dose-response modeling.

Indexed as

OxygenSpheroids, CellularCell Line, TumorCell SurvivalDiffusionHumansModels, BiologicalRadiation ToleranceOxygenhypoxiaoxygen diffusionradiation cell survivaltrack‐event modeltumor spheroids

Identifiers

PMID41933094
PMCPMC13048877

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