Evidence map›Paper›PMID 40397870›Full record

ArticlePloS one2025

Collagen architecture in triple negative breast cancer.

Zoë Dinkel, Adam Baker, Alannah Akins, Kylie L King, Matthew Harrington, Deborah Kunkel, Zhi Gao, Tong Ye, Heather Dunn

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. 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

9 authors.

Zoë DinkelDepartment of Bioengineering, Clemson University, Clemson, South Carolina, United States of America.ORCID https://orcid.org/0009-0002-6897-6432
Adam BakerDepartment of Bioengineering, Clemson University, Clemson, South Carolina, United States of America.
Alannah AkinsDepartment of Bioengineering, Clemson University, Clemson, South Carolina, United States of America.ORCID https://orcid.org/0009-0006-8574-4536
Kylie L KingDepartment of Bioengineering, Clemson University, Clemson, South Carolina, United States of America.ORCID https://orcid.org/0000-0001-9255-7671
Matthew HarringtonDepartment of Bioengineering, Clemson University, Clemson, South Carolina, United States of America.
Deborah KunkelSchool of Mathematical and Statistical Sciences, Clemson University, Clemson, South Carolina, United States of America.
Zhi GaoDepartment of Bioengineering, Clemson University, Clemson, South Carolina, United States of America.
Tong YeDepartment of Bioengineering, Clemson University, Clemson, South Carolina, United States of America.
Heather DunnDepartment of Bioengineering, Clemson University, Clemson, South Carolina, United States of America.ORCID https://orcid.org/0000-0001-6816-3453

Funding

South Carolina IDeA Networks of Biomedical Research (SC INBRE V)P20GM103499 · NIGMS · UNIVERSITY OF SOUTH CAROLINA AT COLUMBIA · PI EDIE C GOLDSMITH · 2012 to 2026
$61.0M
NIGMS NIH HHS P20 GM103499
6 · The paper itself

Abstract

This study evaluated collagen properties in TNBC samples collected from different racial groups to determine the presence of variance in matrix architecture. African American (AA) breast cancer patients have a significantly higher mortality rate and nearly a three-fold increased prevalence of triple negative breast cancer (TNBC) when compared to Caucasian (C) patients. The extracellular matrix region surrounding tumors contains abundant collagen fibers, and these fibers undergo remodeling throughout cancer progression, promote metastasis, and impede treatment response. High mammographic density, commonly known as dense breast tissue, is hypothesized to be more prevalent in AA women and characterized by increased collagen deposition and associated with more aggressive cancers. The aim of this research was to investigate fibrillar collagen architecture in TNBC samples from AA and C patients using two-photon microscopy with second harmonic generation (SHG), an intrinsic optical signal produced by fibrillar collagen. Twenty tissue regions per tumor sample were randomly selected for SHG microscopy, and image processing was conducted using the Fiji macro TWOMBLI to quantify mesoscopic fibrillar morphological properties and nanoscopic fibrillar properties with the Forward-Backward SHG ratio. Compared to the images from C tumor samples, those from AA samples exhibited a significant increase in parameters including fiber area, total length, and number of endpoints and branchpoints, but had decreased lacunarity. Collagen microstructure, including fibril arrangement and packing density, did not significantly differ between the groups. These results illustrate that the TNBC samples analyzed from AA patients may have macrostructural collagen characteristics associated with aggressive phenotype tumor formation.

Indexed as

CollagenTriple Negative Breast NeoplasmsAdultAgedBlack or African AmericanExtracellular MatrixFemaleHumansMiddle AgedSouth CarolinaWhiteCollagen

Identifiers

PMID40397870
PMCPMC12094767

What OpenQuestion holds

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Registered trials

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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.