ArticleProceedings of the National Academy of Sciences of the United States of America2024
Predictive phage therapy for
Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 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
29 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.
- Precision phage therapy in the AI/ML era: a systematic review of discovery-to-clinical translation evidence.Frontiers in microbiology · 2026Pooled it
- Combating antimicrobial resistance through multimodal data via artificial intelligence.One health (Amsterdam, Netherlands) · 2026Review
- Phylogeny-agnostic strain-level prediction of phage-host interactions from genomes using machine learning.Nature microbiology · 2026Article
- Synergistic potential of probiotics and bacteriophages in combating multidrug-resistant microbial infections: A novel therapeutic strategy for the post-antibiotic era.New microbes and new infections · 2026Review
- A deep learning approach for predicting antimicrobial resistance in urinary tract infections.BMC urology · 2026Article
- DNA modifications of Durham Collection phages and promiscuity of GmrSD-family Type IV restriction enzyme BrxU.Applied and environmental microbiology · 2026Article
- Artificial Intelligence in Bacteriophage Science: A Comprehensive Narrative Review of Applications, Challenges, and Translational Opportunities.Antibiotics (Basel, Switzerland) · 2026Review
- Genome-based source attribution using a One HealthMicrobial genomics · 2026Article
- Article
- Rolling outMicrobial genomics · 2026Article
- Comparison and validation of multiple machine learning algorithms for predicting MDRO infection in catheter-related bloodstream patients: a multicenter cohort study.Microbiology spectrum · 2026Article
- Implications for methenamine hippurate use in recurrent urinary tract infection management: Formaldehyde resistance and altered urinary composition.PLoS pathogens · 2026Article
- Can phage-antibiotic combinations overcome uropathogenic Escherichia coli regrowth? evidence from in vitro and in vivo models.Virology journal · 2026Article
- Phage-Based Approaches to ChronicAntibiotics (Basel, Switzerland) · 2026Review
- Phage cocktails: state-of-the-art technologies and strategies for effective design.FEMS microbiology reviews · 2026Review
- Phage Encapsulation and Delivery Technology: A Strategy for Treating Drug-Resistant Pathogenic Microorganisms.Pharmaceuticals (Basel, Switzerland) · 2025Review
- Smart Phages: Leveraging Artificial Intelligence to Tackle Prosthetic Joint Infections.Antibiotics (Basel, Switzerland) · 2025Article
- Advanced Strategies in Phage Research: Innovations, Applications, and Challenges.Microorganisms · 2025Review
- Phage Therapy in Managing Multidrug-Resistant (MDR) Infections in Cancer Therapy: Innovations, Complications, and Future Directions.Pharmaceutics · 2025Review
- Regulatory Landscape and the Potential of Bacteriophage Applications in the United States' Food Industry.Journal of food protection · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
This study supports the development of predictive bacteriophage (phage) therapy: the concept of phage cocktail selection to treat a bacterial infection based on machine learning (ML) models. For this purpose, ML models were trained on thousands of measured interactions between a panel of phage and sequenced bacterial isolates. The concept was applied to
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.