Evidence map›Paper›PMID 34932555›Full record

ArticlePLoS computational biology2021

Stress generation, relaxation and size control in confined tumor growth.

Huaming Yan, Daniel Ramirez-Guerrero, John Lowengrub, Min Wu

Erratum issuedOpen access · goldAbstract read
In one paragraph

Article in PLoS computational biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.8field-weighted citation impact, top 15% of its field
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

9 citing papers in PubMed, 22 citations in OpenAlex.

  1. Article
  2. Metabolic starvation-induced cell swelling drives solid stress in tumors.bioRxiv : the preprint server for biology · 2026
    Article
  3. Modeling tumor transport and growth with poroelastic biopolymer networks.bioRxiv : the preprint server for biology · 2025
    Article
  4. Review
  5. Tissue stresses caused by invasive tumour: a biomechanical model.Journal of the Royal Society, Interface · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 1 country.

Huaming YanDepartment of Mathematics, University of California, Irvine, Irvine, California, United States of America.ORCID 0000-0001-7808-5831
Daniel Ramirez-GuerreroDepartment of Mathematics, University of California, Irvine, Irvine, California, United States of America.ORCID 0000-0001-5526-6728
John LowengrubDepartment of Mathematics, University of California, Irvine, Irvine, California, United States of America.ORCID 0000-0003-1759-0900
Min WuDepartment of Mathematical Sciences, Worcester Polytechnic Institute, Worcester, Massachusetts, United States of America.ORCID 0000-0003-4728-6475
University of California, Irvine · USWorcester Polytechnic Institute · US

Funding

Univ.of Calif., Irvine Cancer Center Support GrantP30CA062203 · NCI · UNIVERSITY OF CALIFORNIA-IRVINE · PI Christine Hui · 1994 to 2026
$57.9M
Shared Resource Core: Single Cell AnalysisU54CA217378 · NCI · UNIVERSITY OF CALIFORNIA-IRVINE · PI VAN ETTEN, RICHARD A. · 2018 to 2022
$9.7M
NCI NIH HHS P30 CA062203NCI NIH HHS U54 CA217378
6 · The paper itself

Abstract

Experiments on tumor spheroids have shown that compressive stress from their environment can reversibly decrease tumor expansion rates and final sizes. Stress release experiments show that nonuniform anisotropic elastic stresses can be distributed throughout. The elastic stresses are maintained by structural proteins and adhesive molecules, and can be actively relaxed by a variety of biophysical processes. In this paper, we present a new continuum model to investigate how the growth-induced elastic stresses and active stress relaxation, in conjunction with cell size control feedback machinery, regulate the cell density and stress distributions within growing tumors as well as the tumor sizes in the presence of external physical confinement and gradients of growth-promoting chemical fields. We introduce an adaptive reference map that relates the current position with the reference position but adapts to the current position in the Eulerian frame (lab coordinates) via relaxation. This type of stress relaxation is similar to but simpler than the classical Maxwell model of viscoelasticity in its formulation. By fitting the model to experimental data from two independent studies of tumor spheroid growth and their cell density distributions, treating the tumors as incompressible, neo-Hookean elastic materials, we find that the rates of stress relaxation of tumor tissues can be comparable to volumetric growth rates. Our study provides insight on how the biophysical properties of the tumor and host microenvironment, mechanical feedback control and diffusion-limited differential growth act in concert to regulate spatial patterns of stress and growth. When the tumor is stiffer than the host, our model predicts tumors are more able to change their size and mechanical state autonomously, which may help to explain why increased tumor stiffness is an established hallmark of malignant tumors.

Indexed as

NeoplasmsAnisotropyBiomechanical PhenomenaCell Line, TumorCell ProliferationComputational BiologyHumansSpheroids, CellularStress, MechanicalTumor Cells, Cultured

Identifiers

PMID34932555
PMCPMC8726498
OpenAlexW4225749360

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.