Evidence map›Paper›PMID 40783466›Full record

ArticleCommunications biology2025

The role of environmentally mediated drug resistance in facilitating the spatial distribution of residual disease.

Amy Milne, Andriy Marusyk, Philip K Maini, Alexander R A Anderson, Noemi Picco

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
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

5 authors.

Amy MilneDepartment of Mathematics, Swansea University, Swansea, UK.ORCID http://orcid.org/0009-0002-8171-5640
Andriy MarusykDepartment of Tumor Microenvironment and Metastasis, H. Lee Moffitt Cancer Center, Tampa, FL, USA.ORCID http://orcid.org/0000-0002-0087-9575
Philip K MainiWolfson Centre for Mathematical Biology, University of Oxford, Oxford, UK.ORCID http://orcid.org/0000-0002-0146-9164
Alexander R A AndersonDepartment of Integrated Mathematical Oncology, H. Lee Moffitt Cancer Center, Tampa, FL, USA.ORCID http://orcid.org/0000-0002-2536-4383
Noemi PiccoDepartment of Mathematics, Swansea University, Swansea, UK. Noemi.Picco@Swansea.ac.uk.ORCID http://orcid.org/0000-0001-5028-2083

Funding

The Delta Ecology of NSCLC TreatmentU54CA274507 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI Alexander Robertson Allan Anderson, ROBERT A GATENBY · 2023 to 2026
$9.4M
NCI NIH HHS U54 CA274507RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/W523963/1
6 · The paper itself

Abstract

The development of de novo resistance is a major disadvantage in molecularly targeted therapies. While much focus is on cell-intrinsic mechanisms, the microenvironment is also known to play a crucial role. This study examines interactions between cancer cells and cancer associated fibroblasts (CAFs) to understand the local crosstalk facilitating residual disease. Using a hybrid-discrete-continuum model, we explore how treatment-induced stress responses can elicit CAF activation and how breaks in treatment allow microenvironment normalisation. We investigate how fluctuating environmental conditions shape the local crosstalk and ultimately drive residual disease. Our experimentally calibrated model identifies environmental and treatment conditions that allow tumour eradication and those that enable survival. We find two distinct mechanisms that underpin residual disease: vasculature-limited drug delivery and CAF-mediated rescue. This work provides a better understanding of the mechanisms that drive the creation of localised residual disease, crucial to informing the development of more effective treatment protocols.

Indexed as

Cancer-Associated FibroblastsDrug Resistance, NeoplasmNeoplasm, ResidualNeoplasmsTumor MicroenvironmentAntineoplastic AgentsHumansModels, BiologicalAntineoplastic Agents

Identifiers

PMID40783466
PMCPMC12335614

What OpenQuestion holds

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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.