Evidence mapPaperPMID 42589449Full record

ReviewInternational journal of molecular sciences2026

Decoding the Collagenome in Breast Cancer: Mechanotransduction, Microenvironment, and Translational Opportunities.

Noelia Vigo-Díaz, Rubén López-Cortés, Laura Rodríguez-Silva, Marcelino Maneiro, Cristina Núñez

Abstract readReview
In one paragraph

Review in International journal of molecular sciences, 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

5 authors.

Noelia Vigo-DíazInorganic Chemistry Department, Institute for Research in Global Health and Sustainable Development (iTERRA), Faculty of Sciences, Campus Terra, University of Santiago de Compostela, 27002 Lugo, Spain.ORCID 0009-0001-7205-4652
Rubén López-CortésResearch Unit, Hospital Universitario Lucus Augusti (HULA), Servizo Galego de Saúde (SERGAS), 27002 Lugo, Spain.
Laura Rodríguez-SilvaInorganic Chemistry Department, Institute for Research in Global Health and Sustainable Development (iTERRA), Faculty of Sciences, Campus Terra, University of Santiago de Compostela, 27002 Lugo, Spain.ORCID 0000-0002-4071-3967
Marcelino ManeiroInorganic Chemistry Department, Institute for Research in Global Health and Sustainable Development (iTERRA), Faculty of Sciences, Campus Terra, University of Santiago de Compostela, 27002 Lugo, Spain.ORCID 0000-0003-1258-3517
Cristina NúñezInorganic Chemistry Department, Institute for Research in Global Health and Sustainable Development (iTERRA), Faculty of Sciences, Campus Terra, University of Santiago de Compostela, 27002 Lugo, Spain.

Funding

Consellería de Cultura, Educación e Ordenación Universitaria, Xunta de Galicia GRC GI-1584 (ED431C 2023/02)Instituto de Salud Carlos III PI22/00025Ministry of Science, Innovation, and Universities "Consolidación Investigadora 2024" (CNS2024-154855).
6 · The paper itself

Abstract

Breast cancer (BC) progression is strongly influenced by the extracellular matrix (ECM), whose remodelling regulates tumour growth, invasion, metastasis, immune modulation, and therapeutic response. Among ECM components, collagens have emerged as both structural proteins and active mediators of mechanotransduction, stromal interactions, and tumour cell behaviour. This narrative review analyses collagen families and collagen-associated proteins implicated in BC, integrating evidence on their expression patterns, biological functions, clinical significance, and translational potential. We examine fibrillar and non-fibrillar collagens, including fibril-associated collagens with interrupted triple helices (FACITs), membrane-associated collagens with interrupted triple helices (MACITs), basement membrane (BM) collagens, and multiplexins, together with their interactions with cancer-associated fibroblasts (CAFs), immune cells, and signalling pathways involved in tumour progression. Alterations in collagen composition, organization, crosslinking, and degradation regulate ECM stiffness, epithelial-mesenchymal transition (EMT), invasion, metastatic dissemination, and therapy resistance. Several collagen types and collagen-derived fragments also show promise as prognostic biomarkers and therapeutic targets, particularly in aggressive BC subtypes such as human epidermal growth factor receptor 2 (HER2)-positive and triple-negative breast cancer (TNBC). Overall, this review highlights the collagenome as a dynamic component of the breast tumour microenvironment (TME) and supports collagen-informed strategies for improved patient stratification and targeted therapies.

Indexed as

Breast NeoplasmsCollagenMechanotransduction, CellularTumor MicroenvironmentAnimalsCancer-Associated FibroblastsEpithelial-Mesenchymal TransitionExtracellular MatrixFemaleHumansCollagenbreast cancer (BC)collagen remodellingextracellular matrix (ECM)mechanotransductiontumour microenvironment (TME)

Identifiers

PMID42589449
PMCPMC13467375

What Socratic 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 Socratic graph.