1
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Winans JB, Zeng L, Nadell CD. Spatial propagation of temperate phages within and among biofilms. Proc Natl Acad Sci U S A 2025; 122:e2417058122. [PMID: 39903123 PMCID: PMC11831127 DOI: 10.1073/pnas.2417058122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Accepted: 12/13/2024] [Indexed: 02/06/2025] Open
Abstract
Bacteria form groups composed of cells and a secreted polymeric matrix that controls their spatial organization. These groups-termed biofilms-can act as refuges from environmental disturbances and from biotic threats, including phages. Despite the ubiquity of temperate phages and bacterial biofilms, live propagation of temperate phages within biofilms has not been characterized on cellular spatial scales. Here, we leverage several approaches to track temperate phages and distinguish between lytic and lysogenic host infections. We determine that lysogeny within Escherichia coli biofilms initially occurs within a predictable region of cell group packing architecture on the biofilm periphery. Because lysogens are generally found on the periphery of large cell groups, where lytic viral infections also reduce local biofilm structural integrity, lysogens are predisposed to disperse into the passing liquid and are overrepresented in downstream biofilms formed from the dispersal pool of the original biofilm-phage system. Comparing our results with those for virulent phages reveals that temperate phages have unique advantages in propagating over long spatial and time scales within and among bacterial biofilms.
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Affiliation(s)
- James B. Winans
- Department of Biological Sciences, Dartmouth, Hanover, NH03755
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Hanover, NH03755
| | - Lanying Zeng
- Department of Biochemistry and Biophysics, Center for Phage Technology, Texas A&M University, College Station, TX77843
| | - Carey D. Nadell
- Department of Biological Sciences, Dartmouth, Hanover, NH03755
- Department of Microbiology and Immunology, Geisel School of Medicine at Dartmouth, Hanover, NH03755
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2
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Rodríguez-Recio FR, Garza-Cervantes JA, Balderas-Cisneros FDJ, Morones-Ramírez JR. Genomic Insights into and Lytic Potential of Native Bacteriophages M8-2 and M8-3 Against Clinically Relevant Multidrug-Resistant Pseudomonas aeruginosa. Antibiotics (Basel) 2025; 14:110. [PMID: 40001355 PMCID: PMC11851605 DOI: 10.3390/antibiotics14020110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 01/03/2025] [Accepted: 01/13/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: Antibiotic resistance in pathogenic bacteria poses a critical global health threat, with multidrug-resistant (MDR) strains increasingly undermining conventional treatments. Among these, Pseudomonas aeruginosa is a high-priority pathogen due to its resistance to carbapenems and frequent presence in hospital settings, contributing to severe healthcare-associated infections. This study aimed to isolate and characterize novel bacteriophages from environmental wastewater samples that could specifically target MDR P. aeruginosa. Methods: Two bacteriophages, M8-2 and M8-3, were isolated from wastewater in Monterrey, Mexico. A genomic analysis classified M8-2 and M8-3 within the Caudoviridae family, and next-generation sequencing (NGS) was used to confirm the absence of undesirable antibiotic resistance or virulence genes. Optimization of viral amplification was performed to achieve high titers, with structural proteins characterized by SDS-PAGE. Results: Phages M8-2 and M8-3 exhibited specific lytic activity against MDR strains of P. aeruginosa, offering a targeted approach to combat antibiotic-resistant infections. High genetic similarity (>95%) to known Gram-negative bacterial phages was observed. Optimized viral amplification yielded titers of 4.2 × 107 and 1.03 × 109 PFUs/mL for M8-2 and M8-3, respectively. The specificity of these phages minimized disruption to the host microbiome, and their significant efficacy in suppressing bacterial growth positions bacteriophages as promising candidates for localized and personalized phage therapy, especially in chronic and hospital-acquired infection settings. Conclusions: These findings highlight the therapeutic potential of M8-2 and M8-3 in addressing antibiotic-resistant P. aeruginosa infections. Their safety profile, high target specificity, and robust lytic activity underscore the feasibility of incorporating phage-based strategies into current antimicrobial protocols. This study contributes to the broader goal of developing sustainable and effective phage therapies for diverse clinical and environmental contexts.
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Affiliation(s)
- Francisco Ricardo Rodríguez-Recio
- Facultad de Ciencias Químicas, Universidad Autónoma de Nuevo León (UANL), San Nicolás de los Garza 66455, Mexico; (F.R.R.-R.); (J.A.G.-C.); (F.d.J.B.-C.)
- Centro de Investigación en Biotecnología y Nanotecnología, Facultad de Ciencias Químicas, Universidad Autónoma de Nuevo León, Parque de Investigación e Innovación Tecnológica, Apodaca 66628, Mexico
| | - Javier Alberto Garza-Cervantes
- Facultad de Ciencias Químicas, Universidad Autónoma de Nuevo León (UANL), San Nicolás de los Garza 66455, Mexico; (F.R.R.-R.); (J.A.G.-C.); (F.d.J.B.-C.)
- Centro de Investigación en Biotecnología y Nanotecnología, Facultad de Ciencias Químicas, Universidad Autónoma de Nuevo León, Parque de Investigación e Innovación Tecnológica, Apodaca 66628, Mexico
| | - Francisco de Jesús Balderas-Cisneros
- Facultad de Ciencias Químicas, Universidad Autónoma de Nuevo León (UANL), San Nicolás de los Garza 66455, Mexico; (F.R.R.-R.); (J.A.G.-C.); (F.d.J.B.-C.)
- Centro de Investigación en Biotecnología y Nanotecnología, Facultad de Ciencias Químicas, Universidad Autónoma de Nuevo León, Parque de Investigación e Innovación Tecnológica, Apodaca 66628, Mexico
| | - José Rubén Morones-Ramírez
- Facultad de Ciencias Químicas, Universidad Autónoma de Nuevo León (UANL), San Nicolás de los Garza 66455, Mexico; (F.R.R.-R.); (J.A.G.-C.); (F.d.J.B.-C.)
- Centro de Investigación en Biotecnología y Nanotecnología, Facultad de Ciencias Químicas, Universidad Autónoma de Nuevo León, Parque de Investigación e Innovación Tecnológica, Apodaca 66628, Mexico
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3
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Yu Z, Guan J, Hanson C, Duong T, Zeng L. Fine-tuned spatiotemporal dynamics of DNA replication during phage lambda infection. J Virol 2024; 98:e0112824. [PMID: 39480083 PMCID: PMC11575281 DOI: 10.1128/jvi.01128-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Accepted: 10/07/2024] [Indexed: 11/02/2024] Open
Abstract
After the ejection of viral DNA into the host cytoplasm, the temperate bacteriophage (phage) lambda integrates a cascade of expressions from various regulatory genes, coupled with DNA replication, to commit to a decision between lysis and lysogeny. Higher multiplicity of infection (MOI) greatly shifts the decision toward the lysogenic pathway. However, how the phage separates the MOI from replicated viral DNA during lysis-lysogeny decision-making is unclear. To quantitatively understand the role of viral DNA replication, we constructed a reporter system facilitating the visualization of individual copies of phage DNA throughout the phage life cycle, along with the lysis-lysogeny reporters. We showed that intracellular viral DNA diverges between the lytic and lysogenic pathways from the early phase of the infection cycle, mostly due to the synchronization and success of DNA injection, as well as the competition for replication resources, rather than the replication rate. Strikingly, we observed two distinct replication patterns during lysogenization and surprisingly heterogeneous integration kinetics, which advances our understanding of temperate phage life cycles. We revealed that the weak repression function of Cro is critical for an optimal replication rate and plays a crucial role in establishing stable lysogens. IMPORTANCE Temperate bacteriophages, such as lambda, incorporate environmental cues including host abundance and nutrient conditions to make optimal decisions between propagation and dormancy. A higher phage-to-host ratio or multiplicity of infection (MOI) during λ infection strongly biases toward lysogeny. However, a comprehensive understanding of this decision-making process and the impact of phage replication prior to the decision is yet to be achieved. Here, we used fluorescence microscopy to quantitatively track the spatiotemporal progression of viral DNA replication in individual cells with different cell fates. The implementation of this fluorescent reporter system and quantitative analysis workflow opens a new avenue for future studies to delve deeper into various types of virus-host interactions at a high resolution.
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Affiliation(s)
- Zihao Yu
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, USA
- Center for Phage Technology, Texas A&M University, College Station, Texas, USA
| | - Jingwen Guan
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, USA
- Center for Phage Technology, Texas A&M University, College Station, Texas, USA
| | - Catherine Hanson
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, USA
| | - Trish Duong
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, USA
| | - Lanying Zeng
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, Texas, USA
- Center for Phage Technology, Texas A&M University, College Station, Texas, USA
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4
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Geng Y, Nguyen TVP, Homaee E, Golding I. Using bacterial population dynamics to count phages and their lysogens. Nat Commun 2024; 15:7814. [PMID: 39242585 PMCID: PMC11379933 DOI: 10.1038/s41467-024-51913-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Accepted: 08/20/2024] [Indexed: 09/09/2024] Open
Abstract
Traditional assays for counting bacteriophages and their lysogens are labor-intensive and perturbative to the host cells. Here, we present a high-throughput infection method in a microplate reader, where the growth dynamics of the infected culture is measured using the optical density (OD). We find that the OD at which the culture lyses scales linearly with the logarithm of the initial phage concentration, providing a way of measuring phage numbers over nine orders of magnitude and down to single-phage sensitivity. Interpreting the measured dynamics using a mathematical model allows us to infer the phage growth rate, which is a function of the phage-cell encounter rate, latent period, and burst size. Adding antibiotic selection provides the ability to measure the rate of host lysogenization. Using this method, we found that when E. coli growth slows down, the lytic growth rate of lambda phages decreases, and the propensity for lysogeny increases, demonstrating how host physiology influences the viral developmental program.
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Affiliation(s)
- Yuncong Geng
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
| | - Thu Vu Phuc Nguyen
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Molecular Biology, Princeton University, Princeton, NJ, 08544, USA
| | - Ehsan Homaee
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA
| | - Ido Golding
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA.
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA.
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX, 77030, USA.
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, IL, 61801, USA.
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5
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Winans JB, Garcia SL, Zeng L, Nadell CD. Spatial propagation of temperate phages within and among biofilms. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.20.571119. [PMID: 38187755 PMCID: PMC10769212 DOI: 10.1101/2023.12.20.571119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
Bacteria form groups comprised of cells and a secreted polymeric matrix that controls their spatial organization. These groups - termed biofilms - can act as refuges from environmental disturbances and from biotic threats, including phages. Despite the ubiquity of temperate phages and bacterial biofilms, live propagation of temperate phages within biofilms has never been characterized on cellular spatial scales. Here, we leverage several approaches to track temperate phages and distinguish between lytic and lysogenic host infections. We determine that lysogeny within E. coli biofilms initially occurs within a predictable region of cell group packing architecture on the biofilm periphery. Because lysogens are generally found on the periphery of large cell groups, where lytic viral infections also reduce local biofilm cell packing density, lysogens are predisposed to disperse into the passing liquid and are over-represented in biofilms formed from the dispersal pool of the original biofilm-phage system. Comparing our results with those for virulent phages reveals that temperate phages have previously unknown advantages in propagating over long spatial and time scales within and among bacterial biofilms.
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6
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Nguyen TVP, Wu Y, Yao T, Trinh JT, Zeng L, Chemla YR, Golding I. Coinfecting phages impede each other's entry into the cell. Curr Biol 2024; 34:2841-2853.e18. [PMID: 38878771 PMCID: PMC11233250 DOI: 10.1016/j.cub.2024.05.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 02/15/2024] [Accepted: 05/16/2024] [Indexed: 06/25/2024]
Abstract
The developmental choice made by temperate phages, between cell death (lysis) and viral dormancy (lysogeny), is influenced by the relative abundance of viruses and hosts in the environment. The paradigm for this abundance-driven decision is phage lambda of E. coli, whose propensity to lysogenize increases with the number of viruses coinfecting the same bacterium. It is believed that lambda uses this number to infer whether phages or bacteria outnumber each other. However, this interpretation is premised on an accurate mapping between the extracellular phage-to-bacteria ratio and the intracellular multiplicity of infection (MOI). Here, we show this premise to be faulty. By simultaneously labeling phage capsids and genomes, we find that, while the number of phages landing on each cell reliably samples the population ratio, the number of phages entering the cell does not. Single-cell infections, performed in a microfluidic device and interpreted using a stochastic model, reveal that the probability and rate of phage entry decrease with the number of adsorbed phages. This decrease reflects an MOI-dependent perturbation to host physiology caused by phage attachment, as evidenced by compromised membrane integrity and loss of membrane potential. The dependence of entry dynamics on the surrounding medium results in a strong impact on the infection outcome, while the protracted entry of coinfecting phages increases the heterogeneity in infection outcome at a given MOI. Our findings in lambda, and similar results we obtained for phages T5 and P1, demonstrate the previously unappreciated role played by entry dynamics in determining the outcome of bacteriophage infection.
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Affiliation(s)
- Thu Vu Phuc Nguyen
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Yuchen Wu
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Tianyou Yao
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Jimmy T Trinh
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843, USA; Center for Phage Technology, Texas A&M University, College Station, TX 77843, USA
| | - Lanying Zeng
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843, USA; Center for Phage Technology, Texas A&M University, College Station, TX 77843, USA
| | - Yann R Chemla
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Ido Golding
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Baylor College of Medicine, Houston, TX 77030, USA; Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA.
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7
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Santoriello FJ, Bassler BL. The LuxO-OpaR quorum-sensing cascade differentially controls Vibriophage VP882 lysis-lysogeny decision making in liquid and on surfaces. PLoS Genet 2024; 20:e1011243. [PMID: 39078816 PMCID: PMC11315295 DOI: 10.1371/journal.pgen.1011243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 08/09/2024] [Accepted: 07/12/2024] [Indexed: 08/10/2024] Open
Abstract
Quorum sensing (QS) is a process of cell-to-cell communication that bacteria use to synchronize collective behaviors. QS relies on the production, release, and group-wide detection of extracellular signaling molecules called autoinducers. Vibrios use two QS systems: the LuxO-OpaR circuit and the VqmA-VqmR circuit. Both QS circuits control group behaviors including biofilm formation and surface motility. The Vibrio parahaemolyticus temperate phage φVP882 encodes a VqmA homolog (called VqmAφ). When VqmAφ is produced by φVP882 lysogens, it binds to the host-produced autoinducer called DPO and launches the φVP882 lytic cascade. This activity times induction of lysis with high host cell density and presumably promotes maximal phage transmission to new cells. Here, we explore whether, in addition to induction from lysogeny, QS controls the initial establishment of lysogeny by φVP882 in naïve host cells. Using mutagenesis, phage infection assays, and phenotypic analyses, we show that φVP882 connects its initial lysis-lysogeny decision to both host cell density and whether the host resides in liquid or on a surface. Host cells in the low-cell-density QS state primarily undergo lysogenic conversion. The QS regulator LuxO~P promotes φVP882 lysogenic conversion of low-cell-density planktonic host cells. By contrast, the ScrABC surface-sensing system regulates lysogenic conversion of low-cell-density surface-associated host cells. ScrABC controls the abundance of the second messenger molecule cyclic diguanylate, which in turn, modulates motility. The scrABC operon is only expressed when its QS repressor, OpaR, is absent. Thus, at low cell density, QS-dependent derepression of scrABC drives lysogenic conversion in surface-associated host cells. These results demonstrate that φVP882 integrates cues from multiple sensory pathways into its lifestyle decision making upon infection of a new host cell.
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Affiliation(s)
- Francis J. Santoriello
- Department of Molecular Biology, Princeton University, Princeton, New Jersey, United States of America
| | - Bonnie L. Bassler
- Department of Molecular Biology, Princeton University, Princeton, New Jersey, United States of America
- Howard Hughes Medical Institute, Chevy Chase, Maryland, United States of America
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8
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Kimchi O, Meir Y, Wingreen NS. Lytic and temperate phage naturally coexist in a dynamic population model. THE ISME JOURNAL 2024; 18:wrae093. [PMID: 38818736 PMCID: PMC11187991 DOI: 10.1093/ismejo/wrae093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 05/14/2024] [Accepted: 05/30/2024] [Indexed: 06/01/2024]
Abstract
When phage infect their bacterial hosts, they may either lyse the cell and generate a burst of new phage, or lysogenize the bacterium, incorporating the phage genome into it. Phage lysis/lysogeny strategies are assumed to be highly optimized, with the optimal tradeoff depending on environmental conditions. However, in nature, phage of radically different lysis/lysogeny strategies coexist in the same environment, preying on the same bacteria. How can phage preying on the same bacteria coexist if one is more optimal than the other? Here, we address this conundrum within a modeling framework, simulating the population dynamics of communities of phage and their lysogens. We find that coexistence between phage of different lysis/lysogeny strategies is a natural outcome of chaotic population dynamics that arise within sufficiently diverse communities, which ensure no phage is able to absolutely dominate its competitors. Our results further suggest a bet-hedging mechanism at the level of the phage pan-genome, wherein obligate lytic (virulent) strains typically outcompete temperate strains, but also more readily fluctuate to extinction within a local community.
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Affiliation(s)
- Ofer Kimchi
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
| | - Yigal Meir
- Department of Physics, Ben-Gurion University, Be’er Sheva 84105, Israel
- Department of Physics, Princeton University, Princeton, NJ 08544, USA
| | - Ned S Wingreen
- Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
- Department of Molecular Biology, Princeton University, Princeton, NJ 08544, USA
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9
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Nguyen TVP, Wu Y, Yao T, Trinh JT, Zeng L, Chemla YR, Golding I. CO-INFECTING PHAGES IMPEDE EACH OTHER'S ENTRY INTO THE CELL. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.05.543643. [PMID: 37333217 PMCID: PMC10274716 DOI: 10.1101/2023.06.05.543643] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
Bacteriophage lambda tunes its propensity to lysogenize based on the number of viral genome copies inside the infected cell. Viral self-counting is believed to serve as a way of inferring the abundance of available hosts in the environment. This interpretation is premised on an accurate mapping between the extracellular phage-to-bacteria ratio and the intracellular multiplicity of infection (MOI). However, here we show this premise to be untrue. By simultaneously labeling phage capsids and genomes, we find that, while the number of phages landing on each cell reliably samples the population ratio, the number of phages entering the cell does not. Single-cell infections, followed in a microfluidic device and interpreted using a stochastic model, reveal that the probability and rate of individual phage entries decrease with MOI. This decrease reflects an MOI-dependent perturbation to host physiology caused by phage landing, evidenced by compromised membrane integrity and loss of membrane potential. The dependence of phage entry dynamics on the surrounding medium is found to result in a strong impact of environmental conditions on the infection outcome, while the protracted entry of co-infecting phages increases the cell-to-cell variability in infection outcome at a given MOI. Our findings demonstrate the previously unappreciated role played by entry dynamics in determining the outcome of bacteriophage infection.
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Affiliation(s)
- Thu Vu Phuc Nguyen
- Department of Physics, University of Illinois Urbana–Champaign, Urbana, IL 61801, USA
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Houston, TX 77030, USA
| | - Yuchen Wu
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana–Champaign, Urbana, IL 61801, USA
| | - Tianyou Yao
- Department of Physics, University of Illinois Urbana–Champaign, Urbana, IL 61801, USA
| | - Jimmy T. Trinh
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843, USA
- Center for Phage Technology, Texas A&M University, College Station, TX 77843, USA
| | - Lanying Zeng
- Department of Biochemistry and Biophysics, Texas A&M University, College Station, TX 77843, USA
- Center for Phage Technology, Texas A&M University, College Station, TX 77843, USA
| | - Yann R. Chemla
- Department of Physics, University of Illinois Urbana–Champaign, Urbana, IL 61801, USA
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana–Champaign, Urbana, IL 61801, USA
| | - Ido Golding
- Department of Physics, University of Illinois Urbana–Champaign, Urbana, IL 61801, USA
- Verna and Marrs McLean Department of Biochemistry and Molecular Biology, Houston, TX 77030, USA
- Department of Microbiology, University of Illinois Urbana–Champaign, Urbana, IL 61801, USA
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10
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Pountain AW, Jiang P, Yao T, Homaee E, Guan Y, Podkowik M, Shopsin B, Torres VJ, Golding I, Yanai I. Transcription-replication interactions reveal principles of bacterial genome regulation. RESEARCH SQUARE 2023:rs.3.rs-2724389. [PMID: 37034646 PMCID: PMC10081379 DOI: 10.21203/rs.3.rs-2724389/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/11/2023]
Abstract
Organisms determine the transcription rates of thousands of genes through a few modes of regulation that recur across the genome1. These modes interact with a changing cellular environment to yield highly dynamic expression patterns2. In bacteria, the relationship between a gene's regulatory architecture and its expression is well understood for individual model gene circuits3,4. However, a broader perspective of these dynamics at the genome-scale is lacking, in part because bacterial transcriptomics have hitherto captured only a static snapshot of expression averaged across millions of cells5. As a result, the full diversity of gene expression dynamics and their relation to regulatory architecture remains unknown. Here we present a novel genome-wide classification of regulatory modes based on each gene's transcriptional response to its own replication, which we term the Transcription-Replication Interaction Profile (TRIP). We found that the response to the universal perturbation of chromosomal replication integrates biological regulatory factors with biophysical molecular events on the chromosome to reveal a gene's local regulatory context. While the TRIPs of many genes conform to a gene dosage-dependent pattern, others diverge in distinct ways, including altered timing or amplitude of expression, and this is shaped by factors such as intra-operon position, repression state, or presence on mobile genetic elements. Our transcriptome analysis also simultaneously captures global properties, such as the rates of replication and transcription, as well as the nestedness of replication patterns. This work challenges previous notions of the drivers of expression heterogeneity within a population of cells, and unearths a previously unseen world of gene transcription dynamics.
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Affiliation(s)
- Andrew W. Pountain
- Institute for Systems Genetics, NYU Grossman School of Medicine, New York, NY USA
| | - Peien Jiang
- Institute for Systems Genetics, NYU Grossman School of Medicine, New York, NY USA
- Department of Biology, New York University, New York, NY, USA
| | - Tianyou Yao
- Department of Physics, University of Illinois at Urbana Champaign, Urbana, IL USA
| | - Ehsan Homaee
- Department of Physics, University of Illinois at Urbana Champaign, Urbana, IL USA
- Center for Biophysics and Computational Biology, University of Illinois at Urbana-Champaign, Urbana, IL USA
| | - Yichao Guan
- Department of Physics, University of Illinois at Urbana Champaign, Urbana, IL USA
| | - Magdalena Podkowik
- Department of Medicine, Division of Infectious Diseases, NYU Grossman School of Medicine, New York, NY, USA
| | - Bo Shopsin
- Department of Medicine, Division of Infectious Diseases, NYU Grossman School of Medicine, New York, NY, USA
- Department of Microbiology, NYU Grossman School of Medicine, New York, NY USA
| | - Victor J. Torres
- Department of Microbiology, NYU Grossman School of Medicine, New York, NY USA
| | - Ido Golding
- Department of Physics, University of Illinois at Urbana Champaign, Urbana, IL USA
- Department of Microbiology, University of Illinois at Urbana Champaign, Urbana,IL USA
| | - Itai Yanai
- Institute for Systems Genetics, NYU Grossman School of Medicine, New York, NY USA
- Department of Biochemistry and Molecular Pharmacology, NYU Grossman School of Medicine, New York, NY, USA
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11
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Letarov AV, Letarova MA. The Burden of Survivors: How Can Phage Infection Impact Non-Infected Bacteria? Int J Mol Sci 2023; 24:2733. [PMID: 36769055 PMCID: PMC9917116 DOI: 10.3390/ijms24032733] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Revised: 01/16/2023] [Accepted: 01/26/2023] [Indexed: 02/04/2023] Open
Abstract
The contemporary understanding of complex interactions in natural microbial communities and the numerous mechanisms of bacterial communication challenge the classical concept of bacteria as unicellular organisms. Microbial populations, especially those in densely populated habitats, appear to behave cooperatively, coordinating their reactions in response to different stimuli and behaving as a quasi-tissue. The reaction of such systems to viral infection is likely to go beyond each cell or species tackling the phage attack independently. Bacteriophage infection of a fraction of the microbial community may also exert an influence on the physiological state and/or phenotypic features of those cells that have not yet had direct contact with the virus or are even intrinsically unable to become infected by the particular virus. These effects may be mediated by sensing the chemical signals released by lysing or by infected cells as well as by more indirect mechanisms.
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Affiliation(s)
- Andrey V. Letarov
- Winogradsky Institute of Microbiology, RC Biotechnology RAS, 119991 Moscow, Russia
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Shivam S, Li G, Lucia-Sanz A, Weitz JS. Timescales modulate optimal lysis-lysogeny decision switches and near-term phage reproduction. Virus Evol 2022; 8:veac037. [PMID: 35615104 PMCID: PMC9126285 DOI: 10.1093/ve/veac037] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 03/14/2022] [Accepted: 04/19/2022] [Indexed: 11/14/2022] Open
Abstract
Temperate phage can initiate lysis or lysogeny after infecting a bacterial host. The genetic switch between lysis and lysogeny is mediated by phage regulatory genes as well as host and environmental factors. Recently, a new class of decision switches was identified in phage of the SPbeta group, mediated by the extracellular release of small, phage-encoded peptides termed arbitrium. Arbitrium peptides can be taken up by bacteria prior to infection, modulating the decision switch in the event of a subsequent phage infection. Increasing the concentration of arbitrium increases the chance that a phage infection will lead to lysogeny, rather than lysis. Although prior work has centered on the molecular mechanisms of arbitrium-induced switching, here we focus on how selective pressures impact the benefits of plasticity in switching responses. In this work, we examine the possible advantages of near-term adaptation of communication-based decision switches used by the SPbeta-like group. We combine a nonlinear population model with a control-theoretic approach to evaluate the relationship between a putative phage reaction norm (i.e. the probability of lysogeny as a function of arbitrium) and the extent of phage reproduction at a near-term time horizon. We measure phage reproduction in terms of a cellular-level metric previously shown to enable comparisons of near-term phage fitness across a continuum from lysis to latency. We show the adaptive potential of communication-based lysis-lysogeny responses and find that optimal switching between lysis and lysogeny increases the near-term phage reproduction compared to fixed responses, further supporting both molecular- and model-based analyses of the putative benefits of this class of decision switches. We further find that plastic responses are robust to the inclusion of cellular-level stochasticity, variation in life history traits, and variation in resource availability. These findings provide further support to explore the long-term evolution of plastic decision systems mediated by extracellular decision-signaling molecules and the feedback between phage reaction norms and ecological context.
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Affiliation(s)
| | - Guanlin Li
- School of Physics, Georgia Institute of Technology, Atlanta, GA, USA
- Interdisciplinary Graduate Program in Quantitative Biosciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Adriana Lucia-Sanz
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Joshua S Weitz
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
- School of Physics, Georgia Institute of Technology, Atlanta, GA, USA
- Institut d’Biologie, École Normale Supérieure, Paris, France
- School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA
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Pasin F, Daròs JA, Tzanetakis IE. OUP accepted manuscript. FEMS Microbiol Rev 2022; 46:6534904. [PMID: 35195244 PMCID: PMC9249622 DOI: 10.1093/femsre/fuac011] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 02/02/2022] [Accepted: 02/08/2022] [Indexed: 11/17/2022] Open
Abstract
Potyviridae, the largest family of known RNA viruses (realm Riboviria), belongs to the picorna-like supergroup and has important agricultural and ecological impacts. Potyvirid genomes are translated into polyproteins, which are in turn hydrolyzed to release mature products. Recent sequencing efforts revealed an unprecedented number of potyvirids with a rich variability in gene content and genomic layouts. Here, we review the heterogeneity of non-core modules that expand the structural and functional diversity of the potyvirid proteomes. We provide a family-wide classification of P1 proteinases into the functional Types A and B, and discuss pretty interesting sweet potato potyviral ORF (PISPO), putative zinc fingers, and alkylation B (AlkB)—non-core modules found within P1 cistrons. The atypical inosine triphosphate pyrophosphatase (ITPase/HAM1), as well as the pseudo tobacco mosaic virus-like coat protein (TMV-like CP) are discussed alongside homologs of unrelated virus taxa. Family-wide abundance of the multitasking helper component proteinase (HC-pro) is revised. Functional connections between non-core modules are highlighted to support host niche adaptation and immune evasion as main drivers of the Potyviridae evolutionary radiation. Potential biotechnological and synthetic biology applications of potyvirid leader proteinases and non-core modules are finally explored.
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Affiliation(s)
- Fabio Pasin
- Corresponding author: Instituto de Biología Molecular y Celular de Plantas (IBMCP), Consejo Superior de Investigaciones Científicas-Universitat Politècnica de València (CSIC-UPV), UPV Building 8E, Ingeniero Fausto Elio, 46011 Valencia, Spain. E-mail:
| | - José-Antonio Daròs
- Instituto de Biología Molecular y Celular de Plantas (IBMCP), Consejo Superior de Investigaciones Científicas-Universitat Politècnica de València (CSIC-UPV), 46011 Valencia, Spain
| | - Ioannis E Tzanetakis
- Department of Entomology and Plant Pathology, Division of Agriculture, University of Arkansas System, 72701 Fayetteville, AR, USA
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