Evidence map›Paper›PMID 42063004›Full record

ArticleBMC cancer2026

Beyond tumors: uninvolved breast tissue of breast cancer patients with adverse prognoses is enriched for pathogenic PIK3CA and TP53 post-zygotic variants.

Maria Andreou, Katarzyna Chojnowska, Natalia Filipowicz, Monika Horbacz, Piotr Madanecki, Katarzyna Duzowska, Urszula Ławrynowicz, Hanna Davies, Bożena Bruhn-Olszewska, Mikołaj Koszyński and 23 more

Abstract read
In one paragraph

Article in BMC cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited 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

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

33 authors.

Maria Andreou3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Katarzyna Chojnowska3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Natalia Filipowicz3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Monika Horbacz3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Piotr MadaneckiDepartment of Biology and Pharmaceutical Botany, Medical University of Gdańsk, Gdańsk, Poland.
Katarzyna Duzowska3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Urszula Ławrynowicz3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Hanna DaviesDepartment of Immunology, Genetics and Pathology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden.
Bożena Bruhn-OlszewskaDepartment of Immunology, Genetics and Pathology and Science for Life Laboratory, Uppsala University, Uppsala, Sweden.
Mikołaj Koszyński3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Kinga Drężek-Chyła3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Maciej Jaśkiewicz3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Marcin Jąkalski3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Anna Kostecka3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Marta Drzewiecka-KłyszDepartment of Clinical Breast Cancer and Reconstructive Surgery, Oncology Center-Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz, Poland.
Magdalena NowikiewiczDepartment of Hepatobiliary and General Surgery, A. Jurasz University Hospital, Bydgoszcz, Poland.
Manuela Las-JankowskaChair of Surgical Oncology, Ludwik Rydygier's Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Toruń, Poland.
Dariusz BałaChair of Surgical Oncology, Ludwik Rydygier's Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Toruń, Poland.
Jacek HoffmanDepartment of Clinical Breast Cancer and Reconstructive Surgery, Oncology Center-Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz, Poland.
Ewa ŚrutekSurgical Oncology, Ludwik Rydygier's Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Toruń, Poland.
Michał JankowskiChair of Surgical Oncology, Ludwik Rydygier's Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Toruń, Poland.
Jerzy JankauDepartment of Plastic Surgery, Medical University of Gdańsk, Gdańsk, Poland.
Diana Hodorowicz-Zaniewska1st Department of General Surgery, Breast Unit University Hospital, Jagiellonian University Medical College, Krakow, Poland.
Joanna SzporDepartment of Pathomorphology, Jagiellonian University Medical College, Kraków, Poland.
Łukasz SzylbergDepartment of Tumor Pathology and Pathomorphology, Oncology Center-Prof Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz, Poland.
Wojciech ZegarskiChair of Surgical Oncology, Ludwik Rydygier's Collegium Medicum, Nicolaus Copernicus University, Bydgoszcz, Toruń, Poland.
Tomasz NowikiewiczDepartment of Clinical Breast Cancer and Reconstructive Surgery, Oncology Center-Prof. Franciszek Łukaszczyk Memorial Hospital, Bydgoszcz, Poland.
Patrick G Buckley, Genseq, Dublin, Ireland.
Irene Tiemann-BoegeInstitute of Biophysics, Johannes Kepler University, Linz, Austria.
Jakub Mieczkowski3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Magdalena Koczkowska *3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Jan P Dumanski *3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland.
Arkadiusz Piotrowski *3P-Medicine Laboratory, Medical University of Gdańsk, Gdańsk, Poland. arkadiusz.piotrowski@gumed.edu.pl.ORCID http://orcid.org/0000-0002-0823-0607

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHistologically normal mammary tissue from breast cancer patients can harbor significant genetic alterations that could precede visible tumor development and influence disease progression.

methodsWhole-exome sequencing was performed on 408 samples from 77 breast cancer patients with poor prognosis, 49 patients recruited without prognosis-based selection, and 15 individuals undergoing non-cancer-related mammoplasty. Paired primary tumor and histologically normal mammary gland tissues were analyzed. Variant classification adhered to strict filtering criteria, incorporating allele frequency thresholds, multiple annotation databases, and in silico prediction tools. Duplex sequencing was employed to detect and confirm pathogenic PIK3CA and TP53 variants in normal mammary tissue samples from 11 breast cancer patients with unfavorable prognosis. Statistical analyses included hypergeometric testing, Kaplan-Meier survival analysis, and Cox proportional hazards modeling.

resultsPost-zygotic pathogenic variants in cancer-associated genes were significantly more prevalent in normal mammary tissue of poor-prognosis patients (29%) than in unselected patients (12.5%) (p = 0.0008578). Variant presence and per-individual burden were similar across age-matched cohorts and intrinsic subtypes, indicating that subtype composition, germline predisposition and age do not account for the excess UM variant load in BCAP. Truncating variants were exclusive to poor-prognosis cases. Frequently altered genes included AKT1, PIK3CA, PTEN, TBX3, and TP53, with TP53 variants detected only in patients with adverse outcomes. Duplex sequencing confirmed the presence of low-frequency variants (as low as 1.34%) in regions of histologically normal breast tissue from patients with a poor prognosis. Notably, nearly one-quarter of all identified cases (24%, 12/49) harbored pathogenic variants in normal tissue absent from corresponding primary tumors, suggesting that at least some mosaic clones in uninvolved mammary tissue represent independent evolutionary events rather than residual tumor cells.

conclusionsPost-zygotic pathogenic variants are frequent in histologically normal mammary tissue from breast cancer patients, including alterations in key cancer-associated genes. These findings indicate that mosaic clonal changes outside the tumor are more common than previously appreciated and warrant further investigation. Assessing such variants in non-tumorous tissue may, in the future, help refine approaches to breast cancer risk evaluation and management.

Indexed as

Breast NeoplasmsClass I Phosphatidylinositol 3-KinasesTumor Suppressor Protein p53AdultAgedAged, 80 and overExome SequencingFemaleGene DosageGenetic Predisposition to DiseaseGerm-Line MutationHumansMammary Glands, HumanMiddle AgedMutationPrognosisClass I Phosphatidylinositol 3-KinasesPIK3CA protein, humanTP53 protein, humanTumor Suppressor Protein p53Breast cancerPost-zygotic variantsRecurrenceUnfavorable outcomeUninvolved mammary gland

Identifiers

PMID42063004
PMCPMC13274006

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