Evidence map›Paper›PMID 42418475›Full record

ArticlePloS one2026

A clinical pilot study for personalized risk-based breast cancer screening utilizing a polygenic risk score.

Tone Hovda, Siim Sober, Peeter Padrik, Krista Kruuv-Kao, Eli Marie Grindedal, Tone Bøe Aaman Vamre, Eline Eikeland, Solveig Hofvind, Kristine Kleivi Sahlberg

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Article in PloS one, 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

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2 · The registry

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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

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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

9 authors.

Tone HovdaVestre Viken Hospital Trust, Drammen, Norway.ORCID https://orcid.org/0000-0001-9786-9455
Siim SoberOÜ Antegenes, Tartu, Estonia.
Peeter PadrikOÜ Antegenes, Tartu, Estonia.
Krista Kruuv-KaoEstonian Health Insurance Fund, Tallin, Estonia.
Eli Marie GrindedalOslo University Hospital, Oslo, Norway.
Tone Bøe Aaman VamreOslo University Hospital, Oslo, Norway.
Eline EikelandOslo University Hospital, Oslo, Norway.
Solveig HofvindCancer Registry of Norway, Oslo, Norway.
Kristine Kleivi SahlbergVestre Viken Hospital Trust, Drammen, Norway.ORCID https://orcid.org/0000-0002-7281-2759

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPopulation-based mammographic screening is primarily age-based. However, breast cancer risk is multifactorial, and women may benefit from personalized risk-based screening. This pilot study aimed to explore the use of polygenic risk score (PRS) as a tool for risk stratification in personalized screening.

methodsWe included 80 women aged 40-49 years referred for clinical mammography. Exclusion criteria were prior breast cancer or premalignant breast disease, and previous genetic testing. After DNA collection, PRS was calculated from 2805 Single Nucleotide Polymorphisms (SNPs). Screening recommendations were based on each participant's relative 10-year breast cancer risk estimated from PRS and compared with the 10-year risk of an average woman of the same age. Women with a self-reported family history of cancer meeting standard criteria were referred for gene panel testing for pathogenic variants in high-risk genes. A follow up questionnaire regarding participants' experiences was distributed 6-9 months after PRS testing.

resultsMean age was 45.2 years (SD 2.8). Mean relative 10-year breast cancer risk was 1.18 (SD 0.57). Based on PRS, 40 participants were recommended standard biennial screening 50-69 years, while 40 were advised to begin biennial screening before age 50. Among these, 7 were recommended annual mammography from when their 10-year risk reached twice that of an average 50-year-old. Twenty-one women underwent gene panel testing; no pathogenic variants in breast cancer genes were identified. Five women were advised annual mammography from 40-60 years due to family history of breast cancer, regardless of PRS. Most respondents viewed breast cancer risk assessment positively and did not report increased anxiety after testing.

conclusionsIn this pilot cohort, PRS-based risk stratification led to earlier or more intensive screening recommendations in half of the participants, while family history also influenced management.

Indexed as

Breast NeoplasmsEarly Detection of CancerAdultFemaleGenetic Predisposition to DiseaseGenetic Risk ScoreGenetic TestingHumansMammographyMiddle AgedPilot ProjectsPolymorphism, Single NucleotideRisk Assessment

Identifiers

PMID42418475
PMCPMC13345395

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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 OpenQuestion graph.