ArticlePersonalized medicine2018
Enhancing diversity to reduce health information disparities and build an evidence base for genomic medicine.
Article in Personalized medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis 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
32 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Underrepresented Populations in Parkinson's Genetics Research: Current Landscape and Future Directions.Movement disorders : official journal of the Movement Disorder Society · 2022Pooled it
- Available guidance for ethical challenges in learning health systems: an integrative literature review.Health research policy and systems · 2026Review
- Harnessing artificial intelligence for genomic variant prediction: advances, challenges, and future directions.GigaScience · 2026Review
- The temporal changes in GPT-4 performance on UKMLA practice questions: educational and clinical implications.Frontiers in medicine · 2026Article
- The rise of diversity terminology in biomedical research.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Bridging the United States population diversity gaps in clinical research: roadmap to precision health and reducing health disparities.Personalized medicine · 2025Review
- The expanding global genomics landscape: Converging priorities from national genomics programs.American journal of human genetics · 2025Review
- Community Collaboration in Public Health Genetic Literacy: Methods for Co-Designing Educational Resources for Equitable Genomics Research and Practice.Public health genomics · 2025Article
- Beyond the Human Genome Project: The Age of Complete Human Genome Sequences and Pangenome References.Annual review of genomics and human genetics · 2024Review
- The ethical challenges of diversifying genomic data: A qualitative evidence synthesis.Cambridge prisms. Precision medicine · 2024Review
- Exploring biorepository donation patterns, experiences, and recommendations: a mixed-methods study among Appalachian adults enrolled in a sugary drink reduction program.Frontiers in public health · 2024Article
- The difficulties of broad data sharing in genomic medicine: Empirical evidence from diverse participants in prenatal and pediatric clinical genomics research.Genetics in medicine : official journal of the American College of Medical Genetics · 2022Article
- The Impact of Demographic, Socio-Economic and Geographic Factors on Mortality Risk among People Living with Dementia in England (2002-2016).International journal of environmental research and public health · 2021Article
- Creating accessible Spanish language materials for Clinical Sequencing Evidence-Generating Research consortium genomic projects: challenges and lessons learned.Personalized medicine · 2021Article
- The Need for a Human Pangenome Reference Sequence.Annual review of genomics and human genetics · 2021Review
- Increasing access to individualized medicine: a matched-cohort study examining Latino participant experiences of genomic screening.Genetics in medicine : official journal of the American College of Medical Genetics · 2021Article
- Social and behavioral science at the forefront of genomics: Discovery, translation, and health equity.Social science & medicine (1982) · 2021Article
- Practices and Attitudes toward Returning Genomic Research Results to Low-Resource Research Participants.Public health genomics · 2021Article
- Hashtag who's missing? Lessons for genomic databases.Disability and health journal · 2021Article
- Using Personal Genomic Data within Primary Care: A Bioinformatics Approach to Pharmacogenomics.Genes · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Advances in genomic medicine are arising from efforts to build a national learning healthcare system (LHS) and large-scale precision medicine studies. However, the underlying evidence base lacks sufficient data from populations historically underrepresented in biomedical research. Although the literature on health and healthcare disparities is extensive, disparities in the availability and quality of health information about diverse and underrepresented populations are less well characterized. This Perspective describes scientific and ethical benefits to incorporating health information from diverse and underrepresented populations in the LHS, resulting in a more robust and generalizable LHS. Near-term recommendations for incorporating diversity into the evidence base for genomic medicine are proposed, even as the groundwork for national and international efforts is underway.
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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.