Evidence map›Paper›PMID 41898569›Full record

ArticleInternational journal of molecular sciences2026

Circulating microRNAs as Early Biomarkers of Breast Cancer: A Nested Case-Control Study Within a Prospective Cohort in Italy.

Lisa Padroni, Giorgia Marmiroli, Laura De Marco, Valentina Fiano, Saverio Caini, Claudia Agnoli, Claudia Vener, Vittorio Simeon, Salvatore Panico, Luca Manfredi and 3 more

Abstract read
In one paragraph

Article 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

13 authors.

Lisa PadroniDepartment of Clinical and Biological Sciences, Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH), University of Turin, 10043 Orbassano, Italy.ORCID 0009-0008-9609-3681
Giorgia MarmiroliUnit of Cancer Epidemiology, Department of Medical Sciences, University of Turin, 10126 Turin, Italy.
Laura De MarcoUnit of Cancer Epidemiology, Città Della Salute e Della Scienza University-Hospital and Center for Cancer Prevention (CPO), Via Santena 7, 10126 Turin, Italy.ORCID 0000-0003-2167-9270
Valentina FianoUnit of Cancer Epidemiology, Department of Medical Sciences, University of Turin, 10126 Turin, Italy.
Saverio CainiCancer Risk Factors and Lifestyle Epidemiology Unit, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), 50139 Florence, Italy.ORCID 0000-0002-2262-1102
Claudia AgnoliEpidemiology and Prevention Unit, Department of Epidemiology and Data Science, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.
Claudia VenerEpidemiology and Prevention Unit, Department of Epidemiology and Data Science, Fondazione IRCCS Istituto Nazionale dei Tumori, 20133 Milan, Italy.ORCID 0000-0001-7351-8634
Vittorio SimeonMedical Statistics Unit, University of Campania "Luigi Vanvitelli", 80138 Napoli, Italy.ORCID 0000-0003-2387-4125
Salvatore PanicoDepartment of Clinical Medicine and Surgery, School of Medicine, Federico II University, 80138 Naples, Italy.
Luca ManfrediDepartment of Clinical and Biological Sciences, Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH), University of Turin, 10043 Orbassano, Italy.ORCID 0000-0002-6530-4326
Lorenzo MilaniDepartment of Clinical and Biological Sciences, Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH), University of Turin, 10043 Orbassano, Italy.ORCID 0000-0002-2185-2179
Fulvio RicceriDepartment of Clinical and Biological Sciences, Centre for Biostatistics, Epidemiology, and Public Health (C-BEPH), University of Turin, 10043 Orbassano, Italy.ORCID 0000-0001-8749-9737
Carlotta SacerdoteDepartment of Health Sciences, University of Eastern Piedmont, Via Solaroli 17, 28100 Novara, Italy.ORCID 0000-0002-8008-5096

Funding

Ministero della Salute RF 2018 12366921
6 · The paper itself

Abstract

Circulating microRNAs (miRNAs) are promising minimally invasive biomarkers for cancer risk assessment, yet prospective evidence for breast cancer (BC) remains limited. We conducted a nested case-control study within a prospective cohort to examine whether pre-diagnostic circulating miRNAs are associated with subsequent BC risk and to explore their potential relevance in prospective population-based settings. Baseline serum from 160 women (80 incident BC cases; 80 matched controls) was analyzed, with a median time to diagnosis of 8.9 years. Eight candidate miRNAs were quantified by droplet digital PCR (ddPCR) and normalized to miR-484. Group differences were evaluated by non-parametric tests, and odds ratios for BC were estimated using logistic regression models adjusted for established risk factors, with Bonferroni correction for multiple testing. Cases and controls were comparable at baseline. Among the candidates, lower circulating miR-181 levels showed a suggestive inverse association with BC risk in fully adjusted models, while lower Let7 levels showed only a non-significant, hypothesis-generating inverse trend that did not survive Bonferroni correction. No other miRNA displayed clear associations with BC risk. These findings, while preliminary, support further large-scale prospective investigations specifically designed to assess predictive performance and external validation. employing standardized pre-analytical and analytical protocols, repeated sampling, and independent replication/external validation to clarify the etiologic relevance and potential risk-prediction value of circulating miRNAs for BC.

Indexed as

Biomarkers, TumorBreast NeoplasmsCirculating MicroRNAAgedCase-Control StudiesFemaleHumansItalyMicroRNAsMiddle AgedProspective StudiesRisk FactorsBiomarkers, TumorCirculating MicroRNAMicroRNAsbreast cancercirculating microRNAsdroplet digital PCRLet7miR-181nested case–control

Identifiers

PMID41898569
PMCPMC13026274

What OpenQuestion holds

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LicenceCC BY
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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.