ArticleJournal of clinical medicine2019
Mammographic Density and Screening Sensitivity, Breast Cancer Incidence and Associated Risk Factors in Danish Breast Cancer Screening.
Article in Journal of clinical medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 2 of them syntheses that pooled it.
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Who cites it
20 citing papers in PubMed, 2 syntheses or guidelines pooled it, 38 citations in OpenAlex.
- The Relationship Between Climate Change and Breast Cancer and Its Management and Preventative Implications in South Africa.International journal of environmental research and public health · 2025Pooled it
- Mammography in combination with breast ultrasonography versus mammography for breast cancer screening in women at average risk.The Cochrane database of systematic reviews · 2023Pooled it
- Deep Learning Based on Automated Breast Volume Scanner Images for the Diagnosis of Breast Lesions: A Multicenter Diagnostic Study.International journal of medical sciences · 2025Trial
- Modelling image quality over extended [Frontiers in oncology · 2026Article
- Trace element imbalances in selenium and mercury in relation to mammographic density and breast cancer progression: a case‒control study.Scientific reports · 2025Article
- Article
- Status of breast cancer detection in young women and potential of liquid biopsy.Frontiers in oncology · 2024Review
- Maintaining accuracy and expanding access: evaluating the efficacy of the Botucatu Abbreviated Breast MRI Protocol.Revista brasileira de ginecologia e obstetricia : revista da Federacao Brasileira das Sociedades de Ginecologia e Obstetricia · 2024Article
- A scoping review of programme specific mammographic breast density related guidelines and practices within breast screening programmes.European journal of radiology open · 2023Article
- Influence of mammographic density and compressed breast thickness on true mammographic sensitivity: a cohort study.Scientific reports · 2023Article
- Studying the association between longitudinal mammographic density measurements and breast cancer risk: a joint modelling approach.Breast cancer research : BCR · 2023Article
- Contrast enhanced mammography in breast cancer surveillance.Breast cancer research and treatment · 2023Article
- History of Mammography: Analysis of Breast Imaging Diagnostic Achievements over the Last Century.Healthcare (Basel, Switzerland) · 2023Review
- Developing a Supplementary Diagnostic Tool for Breast Cancer Risk Estimation Using Ensemble Transfer Learning.Diagnostics (Basel, Switzerland) · 2023Article
- Breast density and risk of breast cancer.International journal of cancer · 2023Article
- Breast Cancer in Asia: Incidence, Mortality, Early Detection, Mammography Programs, and Risk-Based Screening Initiatives.Cancers · 2022Review
- Fully automatic classification of automated breast ultrasound (ABUS) imaging according to BI-RADS using a deep convolutional neural network.European radiology · 2022Article
- Estimating Distributions of Breast Cancer Onset and Growth in a Swedish Mammography Screening Cohort.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2022Article
- A Practical, Clinical User-Friendly Format for Breast Ultrasound Report.European journal of breast health · 2021Article
- Mammographic Breast Density in Pakistani Women, Factors Affecting It, and Inter-Observer Variability in Assessment.Cureus · 2021Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAttention in the 2000s on the importance of mammographic density led us to study screening sensitivity, breast cancer incidence, and associations with risk factors by mammographic density in Danish breast cancer screening programs. Here, we summarise our approaches and findings.
methodsDichotomized density codes: fatty, equal to BI-RADS density code 1 and part of 2, and other mixed/dense data from the 1990s-were available from two counties, and BI-RADS density codes from one region were available from 2012/13. Density data were linked with data on vital status, incident breast cancer, and potential risk factors. We calculated screening sensitivity by combining data on screen-detected and interval cancers. We used cohorts to study high density as a predictor of breast cancer risk; cross-sectional data to study the association between life style factors and density, adjusting for age and body mass index (BMI); and time trends to study the prevalence of high density across birth cohorts.
resultsSensitivity decreased with increasing density from 78% in women with BI-RADS 1 to 47% in those with BI-RADS 4. For women with mixed/dense compared with those with fatty breasts, the rate ratio of incident breast cancer was 2.45 (95% CI 2.14-2.81). The percentage of women with mixed/dense breasts decreased with age, but at a higher rate the later the women were born. Among users of postmenopausal hormone therapy, the percentage of women with mixed/dense breasts was higher than in non-users, but the patterns across birth cohorts were similar. The occurrence of mixed/dense breast at screening age decreased by a z-score unit of BMI at age 13-odds ratio (OR) 0.56 (95% CI 0.53-0.58)-and so did breast cancer risk and hazard ratio (HR) 0.92 (95% CI 0.84-1.00), but it changed to HR 1.01 (95% CI 0.93-1.11) when controlled for density. Age and BMI adjusted associations between life style factors and density were largely close to unity; physical activity OR 1.06 (95% CI 0.93-1.21); alcohol consumption OR 1.01 (95% CI 0.81-1.27); air pollution OR 0.96 (95% 0.93-1.01) per 20 μg/m
conclusionOur data indicate that breast tissue in middle-aged women is highly dependent on childhood body constitution while adult life-style plays a modest role, underlying the need for a long-term perspective in primary prevention of breast cancer.
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