ArticleThe Lancet. Oncology2021
The impact of scaling up access to treatment and imaging modalities on global disparities in breast cancer survival: a simulation-based analysis.
Article in The Lancet. Oncology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 19 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Patient-level simulation models in cancer care: a systematic review.Frontiers in public health · 2025Pooled it
- Association Between Coffee and Caffeine Intake and Risk of Breast Cancer: A Systematic Review and Meta-Analysis of Cohort Studies.Health science reports · 2026Review
- A staged adoption pathway for intraoperative imaging in brain tumor surgery: cost-effectiveness and accessibility in resource-limited neurosurgical settings.Frontiers in surgery · 2026Review
- Beyond the physician shortage: infrastructure as a rate-limiting step in breast cancer care.Frontiers in oncology · 2026Article
- RERE-AS1 as a regulator of immune modulation and therapeutic response in breast cancer.Cancer immunology, immunotherapy : CII · 2025Article
- Global Cancer Imaging Access: Addressing Barriers and Harnessing Innovations.Radiology. Imaging cancer · 2025Review
- Partial Breast Irradiation for Early-Stage Breast Cancer: Advances, Challenges, and Future Directions-A Narrative Review.Tomography (Ann Arbor, Mich.) · 2025Review
- Two-stage augmentation for detecting malignancy of BI-RADS 3 lesions in early breast cancer.BMC cancer · 2025Article
- Magnetic resonance imaging-guided single-fraction preoperative radiotherapy for early-stage breast cancer (the RICE trial): feasibility study.Pilot and feasibility studies · 2024Article
- Impact of environmental temperature on the survival outcomes of breast cancer: A SEER-based study.Breast cancer research and treatment · 2024Article
- Efficacy of neoadjuvant therapy and lymph node dissection in advanced gallbladder cancer without distant metastases: a SEER database analysis.Frontiers in oncology · 2024Article
- Identifying cultural, demographic, personal health and cancer-related barriers to integrative oncology care: a retrospective case-cohort study.Journal of cancer research and clinical oncology · 2023Article
- Article
- Disparities in access to cancer diagnostics in ASEAN member countries.The Lancet regional health. Western Pacific · 2023Review
- Study on promoting the regeneration of grafted fat by cell-assisted lipotransfer.Regenerative therapy · 2023Article
- Access to Radiation Therapy: From Local to Global and Equality to Equity.JCO global oncology · 2022Review
- Integrative oncology: Addressing the global challenges of cancer prevention and treatment.CA: a cancer journal for clinicians · 2022Review
- Article
- Osteoporosis, fracture and survival: Application of machine learning in breast cancer prediction models.Frontiers in oncology · 2022Article
Corrections and comments
- Erratum issued
Authors and funding
9 authors.
Funding
Abstract
backgroundFemale breast cancer is the most commonly diagnosed cancer in the world, with wide variations in reported survival by country. Women in low-income and middle-income countries (LMICs) in particular face several barriers to breast cancer services, including diagnostics and treatment. We aimed to estimate the potential impact of scaling up the availability of treatment and imaging modalities on breast cancer survival globally, together with improvements in quality of care.
methodsFor this simulation-based analysis, we used a microsimulation model of global cancer survival, which accounts for the availability and stage-specific survival impact of specific treatment modalities (chemotherapy, radiotherapy, surgery, and targeted therapy), imaging modalities (ultrasound, x-ray, CT, MRI, PET, and single-photon emission computed tomography [SPECT]), and quality of cancer care, to simulate 5-year net survival for women with newly diagnosed breast cancer in 200 countries and territories in 2018. We calibrated the model to empirical data on 5-year net breast cancer survival in 2010-14 from CONCORD-3. We evaluated the potential impact of scaling up specific imaging and treatment modalities and quality of care to the mean level of high-income countries, individually and in combination. We ran 1000 simulations for each policy intervention and report the means and 95% uncertainty intervals (UIs) for all model outcomes.
findingsWe estimate that global 5-year net survival for women diagnosed with breast cancer in 2018 was 67·9% (95% UI 62·9-73·4) overall, with an almost 25-times difference between low-income (3·5% [0·4-10·0]) and high-income (87·0% [85·6-88·4]) countries. Among individual treatment modalities, scaling up access to surgery alone was estimated to yield the largest survival gains globally (2·7% [95% UI 0·4-8·3]), and scaling up CT alone would have the largest global impact among imaging modalities (0·5% [0·0-2·0]). Scaling up a package of traditional modalities (surgery, chemotherapy, radiotherapy, ultrasound, and x-ray) could improve global 5-year net survival to 75·6% (95% UI 70·6-79·4), with survival in low-income countries improving from 3·5% (0·4-10·0) to 28·6% (4·9-60·1). Adding concurrent improvements in quality of care could further improve global 5-year net survival to 78·2% (95% UI 74·9-80·4), with a substantial impact in low-income countries, improving net survival to 55·3% (42·2-67·8). Comprehensive scale-up of access to all modalities and improvements in quality of care could improve global 5-year net survival to 82·3% (95% UI 79·3-85·0).
interpretationComprehensive scale-up of treatment and imaging modalities, and improvements in quality of care could improve global 5-year net breast cancer survival by nearly 15 percentage points. Scale-up of traditional modalities and quality-of-care improvements could achieve 70% of these total potential gains, with substantial impact in LMICs, providing a more feasible pathway to improving breast cancer survival in these settings even without the benefits of future investments in targeted therapy and advanced imaging.
fundingHarvard T H Chan School of Public Health, and National Cancer Institute P30 Cancer Center Support Grant to Memorial Sloan Kettering Cancer Center.
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