ReviewNature reviews. Genetics2014
Routes for breaching and protecting genetic privacy.
Review in Nature reviews. Genetics, 2014. 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 150 papers, 3 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
150 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Multiple modes of data sharing can facilitate secondary use of sensitive health data for research.BMJ global health · 2023Pooled it
- A systematic literature review of individuals' perspectives on privacy and genetic information in the United States.PloS one · 2018Pooled it
- Stakeholders' perspectives on biobank-based genomic research: systematic review of the literature.European journal of human genetics : EJHG · 2015Pooled it
- Single-cell Transcriptomics in Autoimmune Diseases: Mechanistic Insights, Cross-disease Convergence, and Translational Challenges in Rheumatoid Arthritis, Systemic Lupus Erythematosus, Type 1 Diabetes, and Multiple Sclerosis.Clinical reviews in allergy & immunology · 2026Review
- Privacy-preserving pangenome graphs.Nature communications · 2026Article
- DNA Profiling in forensic genetics and anthropogenetics: Techniques, databases, and ethical considerations.Forensic science, medicine, and pathology · 2026Review
- bioETH-PRS: confidential polygenic risk scoring with smart contracts on an FHE-enabled blockchain.Briefings in bioinformatics · 2026Article
- Clifti-GPT: privacy-preserving federated fine-tuning and transferable inference of foundation models on clinical single-cell data.BioData mining · 2026Article
- Privacy and Security Throughout the Health Data Life Cycle: From Primary Care to Research Networks.Annual review of biomedical data science · 2026Review
- Ethical Challenges and Governance Strategies for Microphysiological Systems Technology.Biology · 2026Review
- A Biomedical Researcher's Guide for Analyzing Short Tandem Repeat (STR) Genotypes of Human Cell Lines and in Vitro Tissue Samples Using Three Standard Authentication Algorithms.Current protocols · 2026Article
- Epigenetic Clocks, Resilience, and Multi-Omics Ageing: A Review and the EpiAge-R Conceptual Framework.International journal of molecular sciences · 2026Review
- From the brain cell atlas to precision neurology: a review of the application of AI-driven multi-omics in brain science.GigaScience · 2026Review
- GENESIS-SHIELD: an interpretable ensemble for anomaly detection in CRISPR genomic-workflow security.Frontiers in artificial intelligence · 2026Article
- The European Health Data Space and biobanking in Europe: synergies, tensions and the future governance of data-driven health research.Frontiers in genetics · 2026Review
- TaxaScope: a container-native, visualization-centric workstation for genome-based bacterial taxonomy.Frontiers in microbiology · 2026Article
- Methods for safely sharing dual-use genetic data.Frontiers in microbiology · 2026Article
- Genomics in Epidemiology and Disease Surveillance: An Exploratory Analysis.Life (Basel, Switzerland) · 2025Review
- Beyond single biomarkers: multi-omics strategies to predict immunotherapy outcomes in blood cancers.Clinical and experimental medicine · 2025Review
- Harmony-based data integration for distributed single-cell multi-omics data.PLoS computational biology · 2025Article
90 more citing papers are in PubMed but not listed here.
Corrections and comments
- Erratum issued
Authors and funding
2 authors.
Funding
Abstract
We are entering an era of ubiquitous genetic information for research, clinical care and personal curiosity. Sharing these data sets is vital for progress in biomedical research. However, a growing concern is the ability to protect the genetic privacy of the data originators. Here, we present an overview of genetic privacy breaching strategies. We outline the principles of each technique, indicate the underlying assumptions, and assess their technological complexity and maturation. We then review potential mitigation methods for privacy-preserving dissemination of sensitive data and highlight different cases that are relevant to genetic applications.
Indexed as
Identifiers
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.