ArticleMedical physics2026
On the shape of the radiation survival curve in tumor spheroids: The role of oxygen heterogeneity.
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.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.