Evidence map›Paper›PMID 33462259›Full record

ArticleScientific reports2021

Impact of tumor-parenchyma biomechanics on liver metastatic progression: a multi-model approach.

Yafei Wang, Erik Brodin, Kenichiro Nishii, Hermann B Frieboes, Shannon M Mumenthaler, Jessica L Sparks, Paul Macklin

Open access · goldAbstract read
In one paragraph

Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 1 pooled it
3.0field-weighted citation impact, top 8% 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

17 citing papers in PubMed, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.

  1. Pooled it
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  9. Colorectal cancer and dormant metastases: Put to sleep or destroy?World journal of gastrointestinal oncology · 2024
    Article
  10. Synthetic living materials in cancer biology.Nature reviews bioengineering · 2023
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 4 institutions in 1 country.

Yafei Wang *Department of Intelligent Systems Engineering, Indiana University, Bloomington, IN, USA.ORCID 0000-0001-6594-0608
Erik Brodin *Department of Chemical, Paper and Biomedical Engineering, Miami University, Oxford, OH, USA.ORCID 0000-0002-4674-9936
Kenichiro NishiiDepartment of Chemical, Paper and Biomedical Engineering, Miami University, Oxford, OH, USA.ORCID 0000-0002-0820-0213
Hermann B FrieboesDepartment of Bioengineering, University of Louisville, Louisville, KY, USA.ORCID 0000-0001-5959-4286
Shannon M MumenthalerLawrence J. Ellison Institute for Transformative Medicine, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0003-2687-3769
Jessica L SparksDepartment of Chemical, Paper and Biomedical Engineering, Miami University, Oxford, OH, USA. sparksj6@MiamiOH.edu.ORCID 0000-0002-7800-6029
Paul MacklinDepartment of Intelligent Systems Engineering, Indiana University, Bloomington, IN, USA. macklinp@iu.edu.ORCID 0000-0002-9925-0151
Miami University · USIndiana University Bloomington · USUniversity of Louisville · USUniversity of Southern California · US

Funding

Multiscale systems biology modeling to exploit tumor-stromal metabolic crosstalk in colorectal cancerU01CA232137 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI FINLEY, STACEY DELERIA, MACKLIN, PAUL T · 2018 to 2022
$2.8M
(PQB6)An Integrative Computational and Bioengineered Tissue Model of MetastasisR01CA180149 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI AGUS, DAVID B, ATALA, ANTHONY · 2013 to 2016
$2.3M
NCI NIH HHS 1R01CA180149NCI NIH HHS R01 CA180149NCI NIH HHS U01 CA232137
6 · The paper itself

Abstract

Colorectal cancer and other cancers often metastasize to the liver in later stages of the disease, contributing significantly to patient death. While the biomechanical properties of the liver parenchyma (normal liver tissue) are known to affect tumor cell behavior in primary and metastatic tumors, the role of these properties in driving or inhibiting metastatic inception remains poorly understood, as are the longer-term multicellular dynamics. This study adopts a multi-model approach to study the dynamics of tumor-parenchyma biomechanical interactions during metastatic seeding and growth. We employ a detailed poroviscoelastic model of a liver lobule to study how micrometastases disrupt flow and pressure on short time scales. Results from short-time simulations in detailed single hepatic lobules motivate constitutive relations and biological hypotheses for a minimal agent-based model of metastatic growth in centimeter-scale tissue over months-long time scales. After a parameter space investigation, we find that the balance of basic tumor-parenchyma biomechanical interactions on shorter time scales (adhesion, repulsion, and elastic tissue deformation over minutes) and longer time scales (plastic tissue relaxation over hours) can explain a broad range of behaviors of micrometastases, without the need for complex molecular-scale signaling. These interactions may arrest the growth of micrometastases in a dormant state and prevent newly arriving cancer cells from establishing successful metastatic foci. Moreover, the simulations indicate ways in which dormant tumors could "reawaken" after changes in parenchymal tissue mechanical properties, as may arise during aging or following acute liver illness or injury. We conclude that the proposed modeling approach yields insight into the role of tumor-parenchyma biomechanics in promoting liver metastatic growth, and advances the longer term goal of identifying conditions to clinically arrest and reverse the course of late-stage cancer.

Indexed as

Models, BiologicalColorectal NeoplasmsHumansLiver NeoplasmsNeoplasm InvasivenessParenchymal Tissue

Identifiers

PMID33462259
PMCPMC7813881
OpenAlexW3121642227

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.