ReviewNPJ breast cancer2017
The WISDOM Study: breaking the deadlock in the breast cancer screening debate.
Review in NPJ breast cancer, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 160 papers, 6 of them syntheses that pooled 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.
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.
Who cites it
160 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- A systematic review of prediction models for risk of breast cancer.BMC cancer · 2025Pooled it
- How do women who are informed that they are at increased risk of breast cancer appraise their risk? A systematic review of qualitative research.British journal of cancer · 2022Pooled it
- A systematic review of methods used to conduct decentralised clinical trials.British journal of clinical pharmacology · 2022Pooled it
- Diagnostic Accuracy of Nipple Aspirate Fluid Cytology in Asymptomatic Patients: A Meta-analysis and Systematic Review of the Literature.Annals of surgical oncology · 2021Pooled it
- A systematic review and quality assessment of individualised breast cancer risk prediction models.British journal of cancer · 2019Pooled it
- Personalized breast cancer screening strategies: A systematic review and quality assessment.PloS one · 2019Pooled it
- Risk Stratified Breast Cancer Screening: Early Outcomes and Psychological Impact from PRSONAL - a Randomized Clinical Trial.Breast (Edinburgh, Scotland) · 2026Trial
- Integrating breast cancer polygenic risk scores at scale in the WISDOM Study: a national randomized personalized screening trial.Genome medicine · 2025Trial
- Is mammography screening beneficial: An individual-based stochastic model for breast cancer incidence and mortality.PLoS computational biology · 2020Trial
- The co-design, development, and preliminary evaluation of a comprehensive breast cancer risk report incorporating polygenic risk information.European journal of human genetics : EJHG · 2026Article
- Cancer Screening Among Older Adults Above 75 Years of Age According to Health Status: A Population-Based Study.Journal of general internal medicine · 2026Article
- WISDOM randomized trial comparing risk-based versus annual breast cancer screening: study cohort characteristics and design.NPJ breast cancer · 2026Article
- Article
- Predictive performance of breast cancer polygenic risk scores from diverse ancestries: a prospective study in Japanese women.Breast cancer research : BCR · 2026Article
- Development and validation of risk stratification models for hepatocellular cancer: A framework from the translational liver cancer consortium.Hepatology (Baltimore, Md.) · 2026Article
- GP perspectives on genomics in primary care: a qualitative study on using polygenic risk scores to evaluate cancer risk.The British journal of general practice : the journal of the Royal College of General Practitioners · 2026Article
- Clinical use of polygenic risk scores: current status, barriers and future directions.Nature reviews. Genetics · 2026Review
- Underserved Latinas' Perceptions and Implications Around Breast Cancer Risk Assessment.Cancer medicine · 2026Article
- Breast cancer incidence, by stage at diagnosis, and mortality in 21 European countries in the era of mammography screening: an international population-based study.The Lancet regional health. Europe · 2026Article
- Breast cancer risk level and prediction of tumor aggressiveness in the Athena Breast Health Network.Breast cancer research and treatment · 2026Article
100 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
There are few medical issues that have generated as much controversy as screening for breast cancer. In science, controversy often stimulates innovation; however, the intensely divisive debate over mammographic screening has had the opposite effect and has stifled progress. The same two questions-whether it is better to screen annually or bi-annually, and whether women are best served by beginning screening at 40 or some later age-have been debated for 20 years, based on data generated three to four decades ago. The controversy has continued largely because our current approach to screening assumes all women have the same risk for the same type of breast cancer. In fact, we now know that cancers vary tremendously in terms of timing of onset, rate of growth, and probability of metastasis. In an era of personalized medicine, we have the opportunity to investigate tailored screening based on a woman's specific risk for a specific tumor type, generating new data that can inform best practices rather than to continue the rancorous debate. It is time to move from debate to wisdom by asking new questions and generating new knowledge. The WISDOM Study (Women Informed to Screen Depending On Measures of risk) is a pragmatic, adaptive, randomized clinical trial comparing a comprehensive risk-based, or personalized approach to traditional annual breast cancer screening. The multicenter trial will enroll 100,000 women, powered for a primary endpoint of non-inferiority with respect to the number of late stage cancers detected. The trial will determine whether screening based on personalized risk is as safe, less morbid, preferred by women, will facilitate prevention for those most likely to benefit, and adapt as we learn who is at risk for what kind of cancer. Funded by the Patient Centered Outcomes Research Institute, WISDOM is the product of a multi-year stakeholder engagement process that has brought together consumers, advocates, primary care physicians, specialists, policy makers, technology companies and payers to help break the deadlock in this debate and advance towards a new, dynamic approach to breast cancer screening.
Identifiers
What OpenQuestion holds
Registered trials
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.