Evidence map›Paper›PMID 39835404›Full record

ArticleCancer research communications2025

Age at First Full-term Pregnancy and Other Reproductive Factors Are Associated with Mammographic Breast Density in Postmenopausal Women: A Study in Flanders, Belgium.

Magda J Vandeloo, Eliane Kellen, Carolyn Y Fang, Eric A Ross, Liesbeth Vancoillie, Liesbeth M Bruckers, Kristof Y Neven, Esmée M Bijnens, Tim S Nawrot, Chantal Van Ongeval

Abstract read
In one paragraph

Article in Cancer research communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

10 authors.

Magda J VandelooDepartment of Imaging & Pathology, University of Leuven, Leuven, Belgium.ORCID 0000-0003-4289-3700
Eliane KellenLUCK, Campus St Rafael, University Hospital Leuven, Leuven, Belgium.ORCID 0000-0003-4607-8121
Carolyn Y FangCancer Prevention and Control, Fox Chase Cancer Center-Temple Health, Philadelphia, Pennsylvania.ORCID 0000-0002-0575-3867
Eric A RossBiostatistics and Bioinformatics Facility, Fox Chase Cancer Center-Temple Health, Philadelphia, Pennsylvania.ORCID 0000-0002-0890-2418
Liesbeth VancoillieDepartment of Radiology, University Hospital Leuven, Leuven, Belgium.ORCID 0000-0002-5103-0758
Liesbeth M BruckersI-BioStat, Data Science Institute, Hasselt University, Hasselt, Belgium.ORCID 0000-0002-6978-3002
Kristof Y NevenCentre for Environmental Sciences, Hasselt University, Hasselt, Belgium.ORCID 0000-0002-1353-0292
Esmée M BijnensCentre for Environmental Sciences, Hasselt University, Hasselt, Belgium.ORCID 0000-0001-8537-843X
Tim S NawrotCentre for Environmental Sciences, Hasselt University, Hasselt, Belgium.ORCID 0000-0002-3583-3593
Chantal Van OngevalDepartment of Imaging & Pathology, University of Leuven, Leuven, Belgium.ORCID 0000-0002-3787-4049

Funding

WORD PROCESSING CENTER--COREP30CA006927 · NCI · RESEARCH INST OF FOX CHASE CAN CTR · PI Eric Andrew Ross · 1985 to 2026
$138.8M
TUFCCC/HC Regional Comprehensive Cancer Health PartnershipU54CA221705 · NCI · TEMPLE UNIV OF THE COMMONWEALTH · PI GRACE X. MA · 2018 to 2026
$16.3M
NCI NIH HHS P30 CA006927NCI NIH HHS U54 CA221705
6 · The paper itself

Abstract

abstractThis study evaluated the association between age at first full-term pregnancy (FFTP) and mammographic breast density (MBD) in postmenopausal women. A total of 1,034 women, ages 50 to 69 years, were recruited from the Flemish (Belgium) population–based breast cancer screening program. Participants completed a questionnaire on lifestyle and reproductive factors. From mammography, we assessed the percentage glandular tissue of the total breast volume (GLAND), the volumetric breast density (VBD), and the Breast Imaging Reporting and Data System (BI-RADS) density classification. For statistical analysis, we used the piecewise linear regression model. The average age at FFTP was 26.1 years. Among women with an FFTP > 25.7 years, an each year increase in FFTP age was associated with a 1.17% increase in GLAND [95% confidence interval (CI), 0.20%–2.46%; P = 0.041] and a 1.45% increase in VBD (95% CI, 0.18%–2.75%; P = 0.026). Similarly, the odds of a higher BI-RADS classification increased by 5.0% (95% CI, 0.0%–11.0%; P = 0.059) for each year increase in FFTP age after 25.7 years. For every year delay in age at menarche, a 2.48% higher GLAND (95% CI, 0.43%–4.57%; P = 0.017) and a 2.45% higher VBD (95% CI, 0.38%–4.56%; P ≤ 0.020) were observed. Ever use of oral contraceptive resulted in a 12.24% decrease in GLAND (95% CI, −20.90% to −2.63%; P = 0.014) and a 13.48% decrease in VBD (95% CI, −22.1% to −3.91%; P = 0.007). MBD is significantly higher when FFTP takes place after 25.7 years. Later age at menarche is associated with higher MBD, whereas ever use of oral contraceptive is associated with lower MBD at postmenopause. SIGNIFICANCE: We consider our findings to be highly novel, and to the best of our knowledge, our study is one of the first to investigate associations between age at FFTP and three markers of MBD (GLAND, VBD, and BI-RADS), uncovering that MBD is significantly higher when FFTP occurs after 25.7 years.

Indexed as

Breast DensityBreast NeoplasmsPostmenopauseReproductive HistoryAdultAgedAge FactorsBelgiumFemaleHumansMammographyMiddle AgedPregnancy

Identifiers

PMID39835404
PMCPMC11803437

What OpenQuestion holds

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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 OpenQuestion graph.