ArticleCurrent oncology (Toronto, Ont.)2014
Access to personalized medicine: factors influencing the use and value of gene expression profiling in breast cancer treatment.
Article in Current oncology (Toronto, Ont.), 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 4 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
20 citing papers in PubMed, 4 syntheses or guidelines pooled it, 32 citations in OpenAlex.
- Implementation of precision medicine in treating non-communicable diseases: a systematic review.Journal of translational medicine · 2025Pooled 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
- Precision cancer medicine and the doctor-patient relationship: a systematic review and narrative synthesis.BMC medical informatics and decision making · 2023Pooled it
- Psychosocial and behavioral outcomes of genomic testing in cancer: a systematic review.European journal of human genetics : EJHG · 2019Pooled it
- Perspectives of private payers on multicancer early-detection tests: informing research, implementation, and policy.Health affairs scholar · 2023Article
- Patient and public understanding of the concept of 'personalised medicine' in relation to cancer treatment: a systematic review.Future healthcare journal · 2021Review
- Patients' and professionals' views related to ethical issues in precision medicine: a mixed research synthesis.BMC medical ethics · 2021Review
- Can precision medicine help achieve the goal of reducing care when the risks exceed the benefits?Personalized medicine · 2019Article
- Lessons learned from a cancer knowledge translation grants program: results of an evaluation.Current oncology (Toronto, Ont.) · 2019Article
- Liquid biopsies to guide therapeutic decisions in rheumatoid arthritis.Translational research : the journal of laboratory and clinical medicine · 2018Review
- Principles and methods of in-silico prioritization of non-coding regulatory variants.Human genetics · 2018Review
- Barriers to information provision regarding breast cancer and its treatment.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2017Article
- Uptake of a 21-gene expression assay in breast cancer practice: views of academic and community-based oncologists.Current oncology (Toronto, Ont.) · 2017Article
- Payer Coverage for Hereditary Cancer Panels: Barriers, Opportunities, and Implications for the Precision Medicine Initiative.Journal of the National Comprehensive Cancer Network : JNCCN · 2017Article
- Decision Making on Medical Innovations in a Changing Health Care Environment: Insights from Accountable Care Organizations and Payers on Personalized Medicine and Other Technologies.Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research · 2017Article
- Article
- The value of personalizing medicine: medical oncologists' views on gene expression profiling in breast cancer treatment.The oncologist · 2015Article
- Challenges of coverage policy development for next-generation tumor sequencing panels: experts and payers weigh in.Journal of the National Comprehensive Cancer Network : JNCCN · 2015Article
- Consumer familiarity, perspectives and expected value of personalized medicine with a focus on applications in oncology.Personalized medicine · 2015Article
- Developing a Discrete Choice Experiment Instrument for Evaluating Patients' Preferences in Precision Oncology.Iranian journal of pharmaceutical research : IJPRArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
unlabelledGenomic information is increasingly being used to personalize health care. One example is gene expression profiling (gep) tests, which estimate recurrence risk to inform chemotherapy decisions in breast cancer. Recently, gep tests were publicly funded in Ontario. We explored the perceived utility of gep tests, focusing on the factors influencing their use and value in treatment decision-making by patients and oncologists.
methodsWe conducted interviews with oncologists (n = 14) and interviews and a focus group with early-stage breast cancer patients (n = 28) who underwent gep testing. Both groups were recruited through oncology clinics in Ontario. Data were analyzed using the content analysis and constant comparison techniques.
resultsNarratives from patients and oncologists provided insights into various factors facilitating and restricting access to gep. First, oncologists are positioned as gatekeepers of gep, providing access in medically appropriate cases. However, varying perceptions of appropriateness led to perceived inequities in access and negative impacts on the doctor-patient relationship. Second, media attention facilitated patient awareness of gep, but also complicated gatekeeping. Third, the dedicated administration attached to gep was burdensome and led to long waits for results and also to increased patient anxiety and delayed treatment. Collectively, because of barriers to access, those factors inadvertently heightened the perceived value of gep for patients relative to other prognostic indicators.
conclusionsOur study delineates the factors facilitating and restricting access to gep, and highlights the roles of media and organization of services in the perceived value and utilization of gep. The results identify a need for administrative changes and practice guidelines to support streamlined and standardized use of gep tests.
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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.