ReviewFertility and sterility2018
Personalized medicine: motivation, challenges, and progress.
Review in Fertility and sterility, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 414 papers, 7 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
414 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Modeling metastasis and predicting drug response with malignant effusion-derived organoids: a systematic review and quantitative assessment.Journal of translational medicine · 2026Pooled it
- Critical regulatory roles of non-coding RNAs in driving cancer sensitivity to Carmustine: a systematic review.Naunyn-Schmiedeberg's archives of pharmacology · 2026Pooled it
- Neurobiological effects of microbial treatments within psychiatry: a systematic review.Frontiers in psychiatry · 2026Pooled it
- Evidence-Based Pathways to Healthy Aging: A Systematic Review and Meta-analysis of Lifestyle Interventions for Longevity and Well-Being.Investigacion y educacion en enfermeria · 2025Pooled it
- Are we properly evaluating genetic and genomic testing? A systematic review of health technology assessment reports.Journal of translational medicine · 2025Pooled it
- Quantifying hope: an EU perspective of rare disease therapeutic space and market dynamics.Frontiers in public health · 2025Pooled it
- Implementing pharmacogenetic testing in community pharmacy practice: a scoping review.Frontiers in pharmacology · 2025Pooled it
- Operationalizing Precision Medicine in Drug Development: Predictive Biomarkers, Companion Diagnostics, and Regulatory Pathways.Clinical pharmacology and therapeutics · 2026Review
- Toward Precision Cardiac Rehabilitation: Current Limitations and Future Opportunities of Omics and Artificial Intelligence.Sports medicine (Auckland, N.Z.) · 2026Review
- Engineering Functional Biomaterials for Targeted and Localized Cancer Drug Delivery: A Structure-Property-Performance Design Perspective.Pharmaceuticals (Basel, Switzerland) · 2026Review
- Gut Microbiota and Brain Aging: Identifying Keystone Biomarkers for Cognitive Health.Biomedicines · 2026Review
- The GUIDE-CDSS framework: a comprehensive framework to GUIDE and evaluate the implementation of Clinical Decision Support Systems in healthcare, based on an overview of reviews.Journal of the American Medical Informatics Association : JAMIA · 2026Review
- Precision medicine in low-income settings and small island developing states.Nature reviews. Endocrinology · 2026Review
- Integration of artificial intelligence and multi-omics for precision medicine.Functional & integrative genomics · 2026Review
- Nurses' Knowledge of Insensible Water Loss and the Evolution of a Digital Decision-Support Tool for Personalized Fluid Balance Assessment: A Cross-Sectional Study.Journal of personalized medicine · 2026Article
- External validation of a machine learning-based web application for personalized testing of objective functioning using the five-repetition sit-to-stand test.Acta neurochirurgica · 2026Article
- Genomic alterations in pediatric tumors: clinical relevance and translational insights.Pediatric research · 2026Article
- Multi-Omics-Guided Design and Safety Engineering of Nucleic Acid Therapeutics: From Molecular Perturbation to Predictive Toxicology and Precision Translation.Chemical biology & drug design · 2026Review
- Determinants of Parental Emotion Socialization Behaviors: Insights From a Large-Scale Population-Based Family Study.Scandinavian journal of psychology · 2026Article
- Patient Perspectives and Demographic Factors Influencing Non-Participation in a Large Genomics Study.Mayo Clinic proceedings. Innovations, quality & outcomes · 2026Article
354 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
Abstract
There is a great deal of hype surrounding the concept of personalized medicine. Personalized medicine is rooted in the belief that since individuals possess nuanced and unique characteristics at the molecular, physiological, environmental exposure, and behavioral levels, they may need to have interventions provided to them for diseases they possess that are tailored to these nuanced and unique characteristics. This belief has been verified to some degree through the application of emerging technologies such as DNA sequencing, proteomics, imaging protocols, and wireless health monitoring devices, which have revealed great inter-individual variation in disease processes. In this review, we consider the motivation for personalized medicine, its historical precedents, the emerging technologies that are enabling it, some recent experiences including successes and setbacks, ways of vetting and deploying personalized medicines, and future directions, including potential ways of treating individuals with fertility and sterility issues. We also consider current limitations of personalized medicine. We ultimately argue that since aspects of personalized medicine are rooted in biological realities, personalized medicine practices in certain contexts are likely to be inevitable, especially as relevant assays and deployment strategies become more efficient and cost-effective.
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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.