ArticleCancer2024
Estimation of age of onset and progression of breast cancer by absolute risk dependent on polygenic risk score and other risk factors.
Article in Cancer, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed, 15 citations in OpenAlex.
- Acceptability of de-intensified screening for women at low risk of breast cancer: a randomised online experimental survey.BMC cancer · 2024Trial
- Economic evaluation of artificial intelligence for cancer detection in the UK breast screening programme.British journal of cancer · 2026Article
- Article
- Mapping the temporal landscape of breast cancer using epigenetic entropy.Communications biology · 2025Article
- Profile of the BREATHE cohort for risk-based breast screening in Singapore.Scientific reports · 2025Article
- Impact of personalised risk predictions on breast cancer risk perceptions: insights from the BREATHE study.Journal of translational medicine · 2025Article
- A Scoping Review of Primary Breast Cancer Risk Reduction Strategies in East and Southeast Asia.Cancers · 2025Review
- From genetic risk to early detection - clinical outcomes of a person-centered screening program for women with a high genetic risk of breast cancer.Frontiers in oncology · 2025Article
- A retrospective cohort study to evaluate disease burden, health care resource utilization, and costs in patients with breast cancer in Dubai, UAE.BMC health services research · 2024Article
- A contemporary review of breast cancer risk factors and the role of artificial intelligence.Frontiers in oncology · 2024Review
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Authors and funding
9 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundGenetic, lifestyle, reproductive, and anthropometric factors are associated with the risk of developing breast cancer. However, it is not yet known whether polygenic risk score (PRS) and absolute risk based on a combination of risk factors are associated with the risk of progression of breast cancer. This study aims to estimate the distribution of sojourn time (pre-clinical screen-detectable period) and mammographic sensitivity by absolute breast cancer risk derived from polygenic profile and the other risk factors.
methodsThe authors used data from a population-based case-control study. Six categories of 10-year absolute risk based on different combinations of risk factors were derived using the Breast and Ovarian Analysis of Disease Incidence and Carrier Estimation Algorithm. Women were classified into low, medium, and high-risk groups. The authors constructed a continuous-time multistate model. To calculate the sojourn time, they simulated the trajectories of subjects through the disease states.
resultsThere was little difference in sojourn time with a large overlap in the 95% confidence interval (CI) between the risk groups across the six risk categories and PRS studied. However, the age of entry into the screen-detectable state varied by risk category, with the mean age of entry of 53.4 years (95% CI, 52.2-54.1) and 57.0 years (95% CI, 55.1-57.7) in the high-risk and low-risk women, respectively.
conclusionIn risk-stratified breast screening, the age at the start of screening, but not necessarily the frequency of screening, should be tailored to a woman's risk level. The optimal risk-stratified screening strategy that would improve the benefit-to-harm balance and the cost-effectiveness of the screening programs needs to be studied.
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