Evidence map›Paper›PMID 41708907›Full record

ArticleBulletin of mathematical biology2026

Asbestos Disease Initiation.

Alisa DeStefano, Clyde Martin, Dorothy Wallace

Abstract read
In one paragraph

Article in Bulletin of mathematical biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Alisa DeStefanoDepartment of Mathematics and Computer Science, College of the Holy Cross, 1 College St, Worcester, MA, 01610, USA. adestefa@holycross.edu.ORCID http://orcid.org/0000-0003-1668-0701
Clyde MartinDepartment of Mathematics and Statistics, Texas Tech University, 1108 Memorial Circle, Lubbock, TX, 79409, USA.
Dorothy WallaceDepartment of Mathematics, Dartmouth College, 27 Main St, Hanover, NH, 03755, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A model is developed of disease initiation and progression for asbestos related plaque deposition and mesothelioma based on prior models of wound healing and asbestos transport. The model includes short term processes such as macrophage polarization and immune system response, extending the time frame to that of detectable disease. Model results were in a biologically reasonable range. Cancer development and plaque deposition are shown to be dependent on total exposure (intensity * duration). Plaque deposition was sensitive to many systemic parameters, suggesting that assays could be developed to identify individuals with higher risk. Tumor development was sensitive only to a few parameters describing exposure and T-cell levels, indicating potential for immune system intervention.

Indexed as

AsbestosisMesotheliomaModels, BiologicalAnimalsAsbestosDisease ProgressionHumansLung NeoplasmsMacrophagesMathematical ConceptsT-LymphocytesWound HealingAsbestosAsbestos exposureAsbestosisLung fibrosisMesotheliomaPleural plaque

Identifiers

PMID41708907
PMCPMC12917034

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.