SynthesisBMC medicine2020
Are there socio-economic inequalities in utilization of predictive biomarker tests and biological and precision therapies for cancer? A systematic review and meta-analysis.
Synthesis in BMC medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 4 of them syntheses that pooled it.
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Who cites it
34 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Are There Socio-Demographic Inequalities in the Utilisation of Tumour and ctDNA Somatic Mutation Testing in Solid Tumours? A Systematic Review.Cancer medicine · 2026Pooled it
- Factors Associated With Implementation of Biomarker Testing and Strategies to Improve Its Clinical Uptake in Cancer Care: Systematic Review Using Theoretical Domains Framework.JCO precision oncology · 2025Pooled it
- Association of CCND1 rs9344 polymorphism with lung cancer susceptibility and clinical outcomes: a case-control study.BMC pulmonary medicine · 2024Pooled it
- Biomarkers predictive of a response to extended endocrine therapy in breast cancer: a systematic review and meta-analysis.Breast cancer research and treatment · 2024Pooled it
- National Coordinated Care and Translational Research Program for Uveal Melanoma Pilot: Infrastructure, Biobanking, and Challenges in Liquid Biopsy Implementation in a Latin American Country.Ocular oncology and pathology · 2026Article
- The role of socioeconomic position in use of systemic anticancer therapy.ESMO real world data and digital oncology · 2026Article
- Solution-Based Research to Address Disparities in Precision Cancer Health: A Case Report Elucidating the Design and Rationale of the Illinois Cancer Health Equity Research (I-CHER) Center.International journal of environmental research and public health · 2026Article
- Socioeconomic inequalities in adherence to clinical practice guidelines and breast cancer survival: a multicentre population-based study in Spain.BMJ quality & safety · 2025Article
- Precision Medicine for Cancer and Health Equity in Latin America: Generating Understanding for Policy and Health System Shaping.International journal of environmental research and public health · 2025Review
- Access to treatment-guiding biomarkers in the UK: surveys of cancer patients and healthcare professionals.Future oncology (London, England) · 2025Article
- Evaluating algorithmic bias on biomarker classification of breast cancer pathology reports.JAMIA open · 2025Article
- Article
- An umbrella review of socioeconomic status and cancer.Nature communications · 2024Review
- Disparities in PI3K/mTOR inhibitor use, toxicities, and outcomes among patients with metastatic breast cancer.Breast cancer research and treatment · 2024Article
- Barriers to cancer treatment for people experiencing socioeconomic disadvantage in high-income countries: a scoping review.BMC health services research · 2024Article
- Review
- The promise and challenges of multi-cancer early detection assays for reducing cancer disparities.Frontiers in oncology · 2024Article
- Implementing precision oncology in Latin America to improve patient outcomes: the status quo and a call to action for key stakeholders and decision-makers.Ecancermedicalscience · 2024Article
- Health inequities across the lung cancer care continuum in ten marginalized populations: a narrative review.Journal of thoracic disease · 2023Review
- Integration and implementation of precision medicine in the multifaceted inflammatory bowel disease.World journal of gastroenterology · 2023Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundNovel biological and precision therapies and their associated predictive biomarker tests offer opportunities for increased tumor response, reduced adverse effects, and improved survival. This systematic review determined if there are socio-economic inequalities in utilization of predictive biomarker tests and/or biological and precision cancer therapies.
methodsMEDLINE, Embase, Scopus, CINAHL, Web of Science, PubMed, and PsycINFO were searched for peer-reviewed studies, published in English between January 1998 and December 2019. Observational studies reporting utilization data for predictive biomarker tests and/or cancer biological and precision therapies by a measure of socio-economic status (SES) were eligible. Data was extracted from eligible studies. A modified ISPOR checklist for retrospective database studies was used to assess study quality. Meta-analyses were undertaken using a random-effects model, with sub-group analyses by cancer site and drug class. Unadjusted odds ratios (ORs) and 95% confidence intervals (CIs) were computed for each study. Pooled utilization ORs for low versus high socio-economic groups were calculated for test and therapy receipt.
resultsAmong 10,722 citations screened, 62 papers (58 studies; 8 test utilization studies, 37 therapy utilization studies, 3 studies on testing and therapy, 10 studies without denominator populations or which only reported mean socio-economic status) met the inclusion criteria. Studies reported on 7 cancers, 5 predictive biomarkers tests, and 11 biological and precision therapies. Thirty-eight studies (including 1,036,125 patients) were eligible for inclusion in meta-analyses. Low socio-economic status was associated with modestly lower predictive biomarker test utilization (OR 0.86, 95% CI 0.71-1.05; 10 studies) and significantly lower biological and precision therapy utilization (OR 0.83, 95% CI 0.75-0.91; 30 studies). Associations with therapy utilization were stronger in lung cancer (OR 0.71, 95% CI 0.51-1.00; 6 studies), than breast cancer (OR 0.93, 95% CI 0.78-1.10; 8 studies). The mean study quality score was 6.9/10.
conclusionsThese novel results indicate that there are socio-economic inequalities in predictive biomarker tests and biological and precision therapy utilization. This requires further investigation to prevent differences in outcomes due to inequalities in treatment with biological and precision therapies.
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