bioRxivMicrobiologyPreprint
A Novel Metric for Quantifying the Sustainability of Phage-Mediated Bacterial Suppression
Tomoyoshi KanekoiD, Daiki TanakaiD, Shoichiro Koide, Yuna TabataiD, Kazuhiko MiyanagaiD, Yasunori TanjiiD, Satoshi TsunedaiD
Abstract
The global spread of antimicrobial-resistant (AMR) bacteria represents one of the greatest threats to modern medicine, making the development of novel therapeutic strategies increasingly urgent. Phage therapy, which exploits bacteriophages (phages, viruses that specifically infect and kill bacteria) has regained attention as a therapeutic approach for multidrug-resistant infections. One critical determinant of treatment outcome is the capacity of phages to sustain bacterial growth suppression; however, no metric has previously existed to directly quantify the duration of effective lytic activity. Here, we propose the Sustainability Index (SusI), a novel metric that quantifies both the duration and extent of phage-mediated bacterial growth suppression, which is restricted to the primary lysis period from lysis initiation to resistance emergence. Evaluation of individual phages and two-phage cocktails against both laboratory and clinical isolates of Escherichia coli demonstrated that SusI provides information independent of the Virulence Index, which primarily reflects bactericidal activity during the initial phase of infection, and serves as a complementary metric to the Suppression Index, which may incorporate behavior beyond primary lysis. Cocktails composed of phages targeting different receptors specificities consistently exhibited higher SusI values, consistent with the notion that multifaceted selective pressure delays resistance emergence. Furthermore, in a mouse model of systemic infection established by intraperitoneal administration, cocktails with higher SusI values demonstrated superior therapeutic efficacy. These results confirm SusI as a practical metric for rational phage cocktail design. As phage therapy advances toward clinical implementation, standardized quantitative metrics such as SusI are expected to facilitate evidence-based selection of therapeutic phages across diverse pathogens and infection conditions. ImportanceThe global spread of antimicrobial-resistant bacteria is making bacterial infections increasingly difficult to treat. Phage therapy, which uses bacteriophages (viruses that specifically infect bacteria), has re-emerged as a therapeutic alternative; however, reliable methods to determine in advance which phages will be therapeutically effective remain limited. Current evaluation metrics are well-suited for quantifying how rapidly phages kill bacteria but were not designed to directly measure how long lytic activity is sustained before resistant bacteria emerge. Here, we developed the Sustainability Index (SusI), a novel metric that specifically quantifies the duration of effective bacterial growth suppression. Evaluation of multiple phages and their combinations (cocktails) against both laboratory and clinical bacterial isolates demonstrated that SusI can distinguish phage combinations that existing metrics fail to differentiate. Moreover, in a mouse model of lethal bacterial infection, higher SusI values correlated with improved therapeutic outcomes. SusI has potential as a practical tool for selecting phages with greater likelihood of therapeutic success.
- organism: E. coli
- organism: mouse
- assay: proteomics
- assay: metagenomics
- research focus: drug response / drug discovery
- research focus: benchmarking
- research focus: cell type annotation
- approach: deep learning
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Modeling the control of bacterial infections via antibiotic-induced proviruses
S. Clifton, T. Kim, … R. J. Whitaker·bioRxiv·Jul 18, 2019
- Analysis of selection methods to develop novel phage therapy cocktails against antimicrobial resistant clinical isolates of bacteria
M. E. Haines, F. E. Hodges, … M. R. Clokie·bioRxiv·Oct 13, 2020
- Multi-strain phage induced clearance of bacterial infections
Jacopo Marchi, Chau Nguyen Ngoc Minh, … Joshua S. Weitz·PLoS Computational BiologyPeer-reviewed·Feb 4, 2025
- Modeling the phage properties best for therapy
James J. Bull, Gurneet Kaur, Stephen M. Krone·VirusesPeer-reviewed·Feb 13, 2026
- Phage-Antibiotic Synergy Is Driven By A Unique Combination Of Antibacterial Mechanism Of Action And Stoichiometry
C. Gu Liu, S. I. Green, … A. W. Maresso·mBioPeer-reviewed·Aug 25, 2020
- Synergistic interactions among Burkholderia cepacia complex (Bcc)-targeting phages reveal a novel therapeutic role for lysogenization-capable (LC) phages
P. Lauman, J. J. Dennis·bioRxiv·Oct 26, 2022