ReviewNature medicine2019
Precision epidemiology for infectious disease control.
Review in Nature medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 65 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
65 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Identifying genomic surveillance gaps in Africa for the global public health response to West Nile virus: a systematic review.The Lancet. Microbe · 2025Pooled it
- Rapid Phylogeographic Inference of Regional Epidemic Dynamics for Routine Genomic Surveillance.Research square · 2026Article
- Inferring Sexual Network Bridging Using Genomics: A Simulation Study.medRxiv : the preprint server for health sciences · 2026Article
- Medical software for precision diagnostics of infection with immunoprofiling and artificial intelligence.Journal of translational medicine · 2026Review
- Systematic analysis of the type VII secretion system inFrontiers in microbiology · 2026Article
- Cross-species transmission ofFrontiers in cellular and infection microbiology · 2026Review
- A tombus-like virus in patients with lower respiratory tract infection: an observational study based on meta-transcriptomic sequencing.Emerging microbes & infections · 2025Observational
- Microbiology Galaxy Lab: The first community-driven gateway for reproducible and FAIR analysis of microbial data.bioRxiv : the preprint server for biology · 2025Article
- Universal amplification and sequencing of foot-and-mouth disease virus complete genomes using nanopore technology.BMC genomics · 2025Article
- Real-time, multi-pathogen wastewater genomic surveillance with Freyja 2.medRxiv : the preprint server for health sciences · 2025Article
- A Critical Review of the Prospect of Integrating Artificial Intelligence in Infectious Disease Diagnosis and Prognosis.Interdisciplinary perspectives on infectious diseases · 2025Review
- Transdisciplinary training to address challenges in genomic epidemiology of infectious diseases.Frontiers in public health · 2025Article
- The fuzzy system ensembles entomological, epidemiological, demographic and environmental data to unravel the dengue transmission risk in an endemic city.BMC public health · 2024Article
- A secure visualization platform for pathogenic genome analysis with an accurate reference database.Biosafety and health · 2024Article
- Viral genome sequencing methods: benefits and pitfalls of current approaches.Biochemical Society transactions · 2024Review
- Genomic epidemiology of West Nile virus in Europe.One health (Amsterdam, Netherlands) · 2024Review
- Dengue Virus Serotype 1 Effects on Mosquito Survival Differ among Geographically DistinctInsects · 2024Article
- Hybrid-Capture Target Enrichment in Human Pathogens: Identification, Evolution, Biosurveillance, and Genomic Epidemiology.Pathogens (Basel, Switzerland) · 2024Review
- Enhancing Clinical Utility: Utilization of International Standards and Guidelines for Metagenomic Sequencing in Infectious Disease Diagnosis.International journal of molecular sciences · 2024Review
- Coupled models of genomic surveillance and evolving pandemics with applications for timely public health interventions.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
5 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
4 authors.
Funding
Abstract
Advances in genomics and computing are transforming the capacity for the characterization of biological systems, and researchers are now poised for a precision-focused transformation in the way they prepare for, and respond to, infectious diseases. This includes the use of genome-based approaches to inform molecular diagnosis and individual-level treatment regimens. In addition, advances in the speed and granularity of pathogen genome generation have improved the capability to track and understand pathogen transmission, leading to potential improvements in the design and implementation of population-level public health interventions. In this Perspective, we outline several trends that are driving the development of precision epidemiology of infectious disease and their implications for scientists' ability to respond to outbreaks.
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.