Evidence map›Paper›PMID 41663524›Full record

ArticleScientific reports2026

Peripheral blood CD14 + monocytes in luminal breast carcinoma subtypes: in preliminary research and overview of candidate biomarker proteins.

Michal Alexovič, Peter Bober, Miroslav Marcin, Jozef Parnica, Michal Marcin, Marek Lenárt, Dávid Tóth, Jozef Radoňak, Peter Urdzík, Ján Sabo

Erratum issuedAbstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

5 · Who and what money

Authors and funding

10 authors.

Michal AlexovičDepartment of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP1, Košice, 04011, Slovakia. michal.alexovic@upjs.sk.
Peter BoberDepartment of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP1, Košice, 04011, Slovakia.
Miroslav MarcinDepartment of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP1, Košice, 04011, Slovakia.
Jozef ParnicaDepartment of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP1, Košice, 04011, Slovakia.
Michal MarcinCenter of Clinical and Preclinical Research MEDIPARK, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Košice, 04011, Slovakia.
Marek Lenárt1st Department of Surgery, University of Pavol Jozef Šafárik in Košice & Louis Pasteur University Hospital in Košice, Košice, 04011, Slovakia.
Dávid TóthDepartment of Gynaecology and Obstetrics, University of Pavol Jozef Šafárik in Košice & Louis Pasteur University Hospital in Košice, Košice, 04011, Slovakia.
Jozef Radoňak1st Department of Surgery, University of Pavol Jozef Šafárik in Košice & Louis Pasteur University Hospital in Košice, Košice, 04011, Slovakia.
Peter UrdzíkDepartment of Gynaecology and Obstetrics, University of Pavol Jozef Šafárik in Košice & Louis Pasteur University Hospital in Košice, Košice, 04011, Slovakia.
Ján SaboDepartment of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP1, Košice, 04011, Slovakia. jan.sabo@upjs.sk.

Funding

Financial support was provided by the Research Agency of Ministry of Education, Research, Development and Youth of the Slovak Republic ITMS2014+: 313011V446Scientific Grant Agency of Ministry of Education, Research, Development and Youth of the Slovak Republic and Slovak Academy of Sciences VEGA 1/0582/25Slovak Research and Development Agency of Ministry of Education, Research, Development and Youth of the Slovak Republic APVV-19-0476
6 · The paper itself

Abstract

“Surrogate” definitions of intrinsic subtypes, which imply the Ki67 proliferation marker, help to clinically distinguish luminal breast carcinomas (Lum BC). Here, mass spectrometry–based proteomics can help analyse the protein content of malignant and normal cells and eventually distinguish patient samples from healthy controls at the molecular level. In this work, peripheral blood CD14 + monocyte proteomes of the LumA, LumB-HER2 − and LumB-HER2 + subtypes and those with benign disease were compared to healthy controls (HCs). Among differentially expressed proteins (DEPs), SRSF1, CSTB, KRT2, KRT5, HEL-S-11, APOB, APOE and ITGA2B are considered as significantly changed in all Lum BC vs HCs comparisons (FC ≥ 1.4 or ≤ 0.7, adjusted P-value ≤ 0.05), while the benign vs HCs comparison showed that KRT2 and KRT5 were common DEPs for all disease groups. APOB, APOE, CSTB, HEL-S-11, SRSF1, and ITGA2B had AUC ≥ 0.6 in all Lum BC cohorts and may serve as feasible classifiers of random individuals. ENO1, KRT1, and AIDB were among the top 10 hits in LumA, LumB-HER2 − and LumB-HER2+, respectively, and can also likely be related to Lum BC. GSEA (P-value < 0.05, FDR ≤ 0.25) identified significantly enriched KEGG Gonadotropin release hormone, KEGG Leukocyte trans-endothelial migration, and KEGG Calcium signalling pathways that were all downregulated in LumA. In LumB-HER2-, KEGG Ribosome and KEGG Lysosome pathways were upregulated and downregulated, respectively, while in LumB-HER2+, the HALLMARK MYC-Targets V2 pathway was found downregulated. The suggested study represents a preliminary research and overview of feasible candidate biomarker proteins in peripheral blood CD14 + monocytes of different Lum BC subtypes. Such proteins may reflect BC-related immune responses and therefore could help to subcategorise disease cohorts using a comparative proteomic approach.

Indexed as

Biomarkers, TumorBreast NeoplasmsLipopolysaccharide ReceptorsMonocytesFemaleHumansMiddle AgedProteomeProteomicsBiomarkers, TumorCD14 protein, humanLipopolysaccharide ReceptorsProteomeCandidate biomarker proteinsCD14 + monocytesComparative proteomicsLuminal breast carcinomaPeripheral blood

Identifiers

PMID41663524
PMCPMC12960800

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.