Evidence map›Paper›PMID 42204273›Full record

ArticleScientific reports2026

Distinct epigenetic alterations and accelerated mitotic aging define second primary breast cancers.

Andrés F Bedoya-López, Javier I J Orozco, Pere Llinàs-Arias, Miquel Ensenyat-Mendez, Betsy J Valdez, Sandra Iñiguez-Muñoz, Mar Morote-Llabrés, Chikako Matsuba, Matthew P Salomon, Diego M Marzese and 1 more

Abstract 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. 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

11 authors.

Andrés F Bedoya-López *Cancer Epigenetics Laboratory, Health Research Institute of the Balearic Islands (IdISBa), Carretera de Valldemossa 79, Palma, Illes Balears, 07120, Spain.
Javier I J Orozco *Providence Saint John's Health Center, Saint John's Cancer Institute, 2200 Santa Monica Blvd, Santa Monica, CA, 90404, USA.
Pere Llinàs-AriasCancer Epigenetics Laboratory, Health Research Institute of the Balearic Islands (IdISBa), Carretera de Valldemossa 79, Palma, Illes Balears, 07120, Spain.
Miquel Ensenyat-MendezDepartment of Surgery, Duke University School of Medicine, 2301 Erwin Rd, Durham, NC, 27707, USA.
Betsy J ValdezProvidence Saint John's Health Center, Saint John's Cancer Institute, 2200 Santa Monica Blvd, Santa Monica, CA, 90404, USA.
Sandra Iñiguez-MuñozCancer Epigenetics Laboratory, Health Research Institute of the Balearic Islands (IdISBa), Carretera de Valldemossa 79, Palma, Illes Balears, 07120, Spain.
Mar Morote-LlabrésCancer Epigenetics Laboratory, Health Research Institute of the Balearic Islands (IdISBa), Carretera de Valldemossa 79, Palma, Illes Balears, 07120, Spain.
Chikako MatsubaKOTAI Biotechnologies Inc., 3-4-17 Senbahigashi, Osaka, 562-0035, Japan.
Matthew P SalomonKeck School of Medicine, University of Southern California, 1975 Zonal Ave, Los Angeles, CA, 90033, USA.
Diego M MarzeseCancer Epigenetics Laboratory, Health Research Institute of the Balearic Islands (IdISBa), Carretera de Valldemossa 79, Palma, Illes Balears, 07120, Spain. diego.marzese@idisba.es.ORCID http://orcid.org/0000-0002-3258-8852
Melanie GoldfarbProvidence Saint John's Health Center, Saint John's Cancer Institute, 2200 Santa Monica Blvd, Santa Monica, CA, 90404, USA. Melanie.Goldfarb@providence.org.ORCID http://orcid.org/0000-0002-3929-0354

Funding

Instituto de la Salud Carlos III (ISCIII) AES2022 PI22/01496Sara Borrell project CD22/00026Spanish Association Against Cancer PRDPM246418BEDO
6 · The paper itself

Abstract

As cancer survivorship is steadily increasing, second primary breast cancers (SPBCs) are becoming a more common disease linked to poorer clinical outcomes compared to first primary breast cancers (FPBCs). While the molecular features of FPBCs are well characterized, the biological drivers of SPBCs remain largely unexplored. We performed genome-wide DNA methylation profiling and analysis of clinically and demographically paired ER-positive, HER2-negative SPBC (n = 13) and FPBC (n = 29). We validated our findings by integrating genomic, transcriptomic, proteomic, and epigenomic data from paired tumors from The Cancer Genome Atlas. Chromatin Immunoprecipitation sequencing maps from ENCODE were used to examine epigenetic alterations of transcription factor binding sites (TFBSs) linked to accelerated aging and malignancy traits in SPBC. Epigenetic aging was assessed using the mitotic clock epiTOC. Here, we show that SPBC tumors are associated with poorer prognosis compared to FPBC. Epigenetic profiling identified 11,321 differentially methylated CpG sites compared to FPBCs, with hypermethylation enriched at gene promoters involved in morphogenesis, hormone signaling, and cell adhesion processes. Concordantly, transcriptomic analysis confirmed a coordinated downregulation of hormone signaling pathways, including estrogen, progesterone, and androgen cascades. Beyond promoter-level changes, SPBC tumors exhibit altered DNA methylation at key TFBSs involved in accelerated aging and cancer traits and significantly elevated mitotic age. SPBC tumors exhibit recurrent molecular scars, defined by suppressed endocrine signaling and accelerated mitotic aging. These epigenetic hallmarks may reflect the cumulative effects associated with prior malignancy and its clinical context, potentially contributing to more aggressive disease behavior. Our findings provide a foundation for developing personalized risk stratification and therapeutic approaches for survivors at risk of SPBC.

Indexed as

Breast NeoplasmsEpigenesis, GeneticMitosisCpG IslandsDNA MethylationFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansPrognosisPromoter Regions, Genetic

Identifiers

PMID42204273
PMCPMC13444104

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.