Evidence map›Paper›PMID 42649917›Full record

ArticleCancers2026

Computational Pathology Reveals Extracellular-Matrix Imaging Biomarkers of Therapy Response in Preclinical Breast Cancer.

Stelios Lamprou, Styliana Georgiou, Triantafyllos Stylianopoulos, Chrysovalantis Voutouri

Abstract read
In one paragraph

Article in Cancers, 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

4 authors.

Stelios LamprouAnaBioSi-Data Ltd., Athalassas Ave. 176, MyOffice 204, Strovolos 2025, Cyprus.ORCID 0000-0001-8479-0289
Styliana GeorgiouAnaBioSi-Data Ltd., Athalassas Ave. 176, MyOffice 204, Strovolos 2025, Cyprus.
Triantafyllos StylianopoulosCancer Biophysics Laboratory, Department of Mechanical Engineering, University of Cyprus, P.O. Box 20537, Nicosia 1678, Cyprus.ORCID 0000-0002-3093-1696
Chrysovalantis VoutouriAnaBioSi-Data Ltd., Athalassas Ave. 176, MyOffice 204, Strovolos 2025, Cyprus.ORCID 0000-0003-3172-9489

Funding

Research and Innovation Foundation OncoPredict-POST-DOC/0524/0068Research and Innovation Foundation PROGNOSTIC-CODEVELOP-AG-SH-HE/0823/0202
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

breast cancercollagencomputational pathologydeep learningextracellular matrixhyaluronic acidimmunofluorescencetherapy response

Identifiers

PMID42649917
PMCPMC13510428

What OpenQuestion holds

Textmetadata
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.