1
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Khong E, Oh JJ, Jimenez JM, Liu R, Dunham S, Monsibais A, Rhoads A, Ghatbale P, Garcia A, Cobián Güemes AG, Blanc AN, Chiu M, Kuo P, Proost M, Kline A, Aslam S, Schooley RT, Whiteson K, Fraley SI, Pride DT. A simple solid media assay for detection of synergy between bacteriophages and antibiotics. Microbiol Spectr 2024; 12:e0322123. [PMID: 38526142 DOI: 10.1128/spectrum.03221-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 02/24/2024] [Indexed: 03/26/2024] Open
Abstract
The emergence of antibiotic-resistant bacteria (ARB) has necessitated the development of alternative therapies to deal with this global threat. Bacteriophages (viruses that target bacteria) that kill ARB are one such alternative. Although phages have been used clinically for decades with inconsistent results, a number of recent advances in phage selection, propagation, and purification have enabled a reevaluation of their utility in contemporary clinical medicine. In most phage therapy cases, phages are administered in combination with antibiotics to ensure that patients receive the standard-of-care treatment. Some phages may work cooperatively with antibiotics to eradicate ARB, as often determined using non-standardized broth assays. We sought to develop a solid media-based assay to assess cooperativity between antibiotics and phages to offer a standardized platform for such testing. We modeled the interactions that occur between antibiotics and phages on solid medium to measure additive, antagonistic, and synergistic interactions. We then tested the method using different bacterial isolates and identified a number of isolates where synergistic interactions were identified. These interactions were not dependent on the specific organism, phage family, or antibiotic used. A priori susceptibility to the antibiotic or the specific phage were not requirements to observe synergistic interactions. Our data also confirm the potential for the restoration of vancomycin to treat vancomycin-resistant Enterococcus (VRE) when used in combination with phages. Solid media assays for the detection of cooperative interactions between antibiotics and phages can be an accessible technique adopted by clinical laboratories to evaluate antibiotic and phage choices in phage therapy.IMPORTANCEBacteriophages have become an important alternative treatment for individuals with life-threatening antibiotic-resistant bacteria (ARB) infections. Because antibiotics represent the standard-of-care for treatment of ARB, antibiotics and phages often are delivered together without evidence that they work cooperatively. Testing for cooperativity can be difficult due to the equipment necessary and a lack of standardized means for performing the testing in liquid medium. We developed an assay using solid medium to identify interactions between antibiotics and phages for gram-positive and gram-negative bacteria. We modeled the interactions between antibiotics and phages on solid medium, and then tested multiple replicates of vancomycin-resistant Enterococcus (VRE) and Stenotrophomonas in the assay. For each organism, we identified synergy between different phage and antibiotic combinations. The development of this solid media assay for assessing synergy between phages and antibiotics will better inform the use of these combinations in the treatment of ARB infections.
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Affiliation(s)
- Ethan Khong
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Joseph J Oh
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Julian M Jimenez
- Department of Bioengineering, University of California San Diego, La Jolla, California, USA
| | - Roland Liu
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Sage Dunham
- Department of Molecular Biology and Biochemistry, University of California Irvine, Irvine, California, USA
| | - Alisha Monsibais
- Department of Molecular Biology and Biochemistry, University of California Irvine, Irvine, California, USA
| | - Alison Rhoads
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Pooja Ghatbale
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Andrew Garcia
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | | | - Alisha N Blanc
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Megan Chiu
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Peiting Kuo
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Marissa Proost
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Ahnika Kline
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Saima Aslam
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Robert T Schooley
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - Katrine Whiteson
- Department of Molecular Biology and Biochemistry, University of California Irvine, Irvine, California, USA
| | - Stephanie I Fraley
- Department of Bioengineering, University of California San Diego, La Jolla, California, USA
| | - David T Pride
- Department of Pathology, University of California San Diego, La Jolla, California, USA
- Department of Medicine, University of California San Diego, La Jolla, California, USA
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Aralar A, Goshia T, Ramchandar N, Lawrence SM, Karmakar A, Sharma A, Sinha M, Pride DT, Kuo P, Lecrone K, Chiu M, Mestan KK, Sajti E, Vanderpool M, Lazar S, Crabtree M, Tesfai Y, Fraley SI. Universal Digital High-Resolution Melt Analysis for the Diagnosis of Bacteremia. J Mol Diagn 2024; 26:349-363. [PMID: 38395408 DOI: 10.1016/j.jmoldx.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 01/04/2024] [Accepted: 01/30/2024] [Indexed: 02/25/2024] Open
Abstract
Fast and accurate diagnosis of bloodstream infection is necessary to inform treatment decisions for septic patients, who face hourly increases in mortality risk. Blood culture remains the gold standard test but typically requires approximately 15 hours to detect the presence of a pathogen. We, therefore, assessed the potential for universal digital high-resolution melt (U-dHRM) analysis to accomplish faster broad-based bacterial detection, load quantification, and species-level identification directly from whole blood. Analytical validation studies demonstrated strong agreement between U-dHRM load measurement and quantitative blood culture, indicating that U-dHRM detection is highly specific to intact organisms. In a pilot clinical study of 17 whole blood samples from pediatric patients undergoing simultaneous blood culture testing, U-dHRM achieved 100% concordance when compared with blood culture and 88% concordance when compared with clinical adjudication. Moreover, U-dHRM identified the causative pathogen to the species level in all cases where the organism was represented in the melt curve database. These results were achieved with a 1-mL sample input and sample-to-answer time of 6 hours. Overall, this pilot study suggests that U-dHRM may be a promising method to address the challenges of quickly and accurately diagnosing a bloodstream infection.
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Affiliation(s)
- April Aralar
- Department of Bioengineering, University of California, San Diego, La Jolla, California
| | - Tyler Goshia
- Department of Bioengineering, University of California, San Diego, La Jolla, California
| | - Nanda Ramchandar
- Department of Pediatrics, Naval Medical Center San Diego, San Diego, California; Division of Infectious Diseases, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Shelley M Lawrence
- Division of Neonatology, Department of Pediatrics, The University of Utah, Salt Lake City, Utah
| | | | | | | | - David T Pride
- Department of Pathology, University of California, San Diego, La Jolla, California
| | - Peiting Kuo
- Department of Pathology, University of California, San Diego, La Jolla, California
| | - Khrissa Lecrone
- Department of Pathology, University of California, San Diego, La Jolla, California
| | - Megan Chiu
- Department of Pathology, University of California, San Diego, La Jolla, California
| | - Karen K Mestan
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Eniko Sajti
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Michelle Vanderpool
- Department of Pathology and Laboratory Medicine, Rady Children's Hospital-San Diego, San Diego, California
| | - Sarah Lazar
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Melanie Crabtree
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Yordanos Tesfai
- Division of Neonatology, Department of Pediatrics, University of California, San Diego, La Jolla, California
| | - Stephanie I Fraley
- Department of Bioengineering, University of California, San Diego, La Jolla, California.
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3
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Cobián Güemes AG, Ghatbale P, Blanc AN, Morgan CJ, Garcia A, Leonard J, Huang L, Kovalick G, Proost M, Chiu M, Kuo P, Oh J, Karthikeyan S, Knight R, Pogliano J, Schooley RT, Pride DT. Jumbo phages are active against extensively drug-resistant eyedrop-associated Pseudomonas aeruginosa infections. Antimicrob Agents Chemother 2023; 67:e0065423. [PMID: 37931230 PMCID: PMC10720484 DOI: 10.1128/aac.00654-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Accepted: 09/08/2023] [Indexed: 11/08/2023] Open
Abstract
Antibiotic-resistant bacteria present an emerging challenge to human health. Their prevalence has been increasing across the globe due in part to the liberal use of antibiotics that has pressured them to develop resistance. Those bacteria that acquire mobile genetic elements are especially concerning because those plasmids may be shared readily with other microbes that can then also become antibiotic resistant. Serious infections have recently been related to the contamination of preservative-free eyedrops with extensively drug-resistant (XDR) isolates of Pseudomonas aeruginosa, already resulting in three deaths. These drug-resistant isolates cannot be managed with most conventional antibiotics. We sought to identify alternatives to conventional antibiotics for the lysis of these XDR isolates and identified multiple bacteriophages (viruses that attack bacteria) that killed them efficiently. We found both jumbo phages (>200 kb in genome size) and non-jumbo phages that were active against these isolates, the former killing more efficiently. Jumbo phages effectively killed the three separate XDR P. aeruginosa isolates both on solid and liquid medium. Given the ongoing nature of the XDR P. aeruginosa eyedrop outbreak, the identification of phages active against them provides physicians with several novel potential alternatives for treatment.
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Affiliation(s)
| | - Pooja Ghatbale
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Alisha N. Blanc
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Chase J. Morgan
- Department of Biology, University of California San Diego, La Jolla, California, USA
| | - Andrew Garcia
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Jesse Leonard
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Lina Huang
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Grace Kovalick
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Marissa Proost
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Megan Chiu
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Peiting Kuo
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Joseph Oh
- Department of Pathology, University of California San Diego, La Jolla, California, USA
| | - Smruthi Karthikeyan
- Department of Environmental Science and Engineering, Division of Engineering and Applied Science, California Institute of Technology, Pasadena, California, USA
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, La Jolla, California, USA
- Center for Microbiome Innovation, University of California San Diego, La Jolla, California, USA
- Department of Bioengineering, University of California San Diego, La Jolla, California, USA
- Department of Computer Sciences & Engineering, University of California San Diego, La Jolla, California, USA
| | - Joe Pogliano
- Department of Biology, University of California San Diego, La Jolla, California, USA
- Howard Hughes Medical Institute, University of California San Diego, La Jolla, California, USA
| | - Robert T. Schooley
- Department of Medicine, University of California San Diego, La Jolla, California, USA
| | - David T. Pride
- Department of Pathology, University of California San Diego, La Jolla, California, USA
- Howard Hughes Medical Institute, University of California San Diego, La Jolla, California, USA
- Department of Medicine, University of California San Diego, La Jolla, California, USA
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4
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Aralar A, Goshia T, Ramchandar N, Lawrence SM, Karmakar A, Sharma A, Sinha M, Pride DT, Kuo P, Lecrone K, Chiu M, Mestan K, Sajti E, Vanderpool M, Lazar S, Crabtree M, Tesfai Y, Fraley SI. Universal digital high resolution melt analysis for the diagnosis of bacteremia. medRxiv 2023:2023.09.07.23295215. [PMID: 37732245 PMCID: PMC10508820 DOI: 10.1101/2023.09.07.23295215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
Fast and accurate diagnosis of bloodstream infection is necessary to inform treatment decisions for septic patients, who face hourly increases in mortality risk. Blood culture remains the gold standard test but typically requires ∼15 hours to detect the presence of a pathogen. Here, we assess the potential for universal digital high-resolution melt (U-dHRM) analysis to accomplish faster broad-based bacterial detection, load quantification, and species-level identification directly from whole blood. Analytical validation studies demonstrated strong agreement between U-dHRM load measurement and quantitative blood culture, indicating that U-dHRM detection is highly specific to intact organisms. In a pilot clinical study of 21 whole blood samples from pediatric patients undergoing simultaneous blood culture testing, U-dHRM achieved 100% concordance when compared with blood culture and 90.5% concordance when compared with clinical adjudication. Moreover, U-dHRM identified the causative pathogen to the species level in all cases where the organism was represented in the melt curve database. These results were achieved with a 1 mL sample input and sample-to-answer time of 6 hrs. Overall, this pilot study suggests that U-dHRM may be a promising method to address the challenges of quickly and accurately diagnosing a bloodstream infection. Universal digital high resolution melt analysis for the diagnosis of bacteremia April Aralar, Tyler Goshia, Nanda Ramchandar, Shelley M. Lawrence, Aparajita Karmakar, Ankit Sharma, Mridu Sinha, David Pride, Peiting Kuo, Khrissa Lecrone, Megan Chiu, Karen Mestan, Eniko Sajti, Michelle Vanderpool, Sarah Lazar, Melanie Crabtree, Yordanos Tesfai, Stephanie I. Fraley.
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5
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Khong E, Oh J, Jimenez JM, Liu R, Dunham S, Monsibais A, Rhoads A, Ghatbale P, Garcia A, Cobián Güemes AG, Blanc AN, Chiu M, Kuo P, Proost M, Kline A, Aslam S, Schooley RT, Whiteson K, Fraley SI, Pride DT. A simple solid media assay for detection of synergy between bacteriophages and antibiotics. bioRxiv 2023:2023.08.23.554535. [PMID: 37662290 PMCID: PMC10473724 DOI: 10.1101/2023.08.23.554535] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
The emergence of antibiotic resistant bacteria (ARB) has necessitated the development of alternative therapies to deal with this global threat. Bacteriophages (viruses that target bacteria) that kill ARB are one such alternative. While phages have been used clinically for decades with inconsistent results, a number of recent advances in phage selection, propagation and purification have enabled a reevaluation of their utility in contemporary clinical medicine. In most phage therapy cases, phages are administered in combination with antibiotics to ensure that patients receive the standard-of-care treatment. Some phages may work cooperatively with antibiotics to eradicate ARB, as often determined using non-standardized broth assays. We sought to develop a solid media-based assay to assess cooperativity between antibiotics and phages to offer a standardized platform for such testing. We modeled the interactions that occur between antibiotics and phages on solid medium to measure additive, antagonistic, and synergistic interactions. We then tested the method using different bacterial isolates, and identified a number of isolates where synergistic interactions were identified. These interactions were not dependent on the specific organism, phage family, or antibiotic used. A priori susceptibility to the antibiotic or the specific phage were not requirements to observe synergistic interactions. Our data also confirm the potential for the restoration of vancomycin to treat Vancomycin Resistant Enterococcus (VRE) when used in combination with phages. Solid media assays for the detection of cooperative interactions between antibiotics and phages can be an accessible technique adopted by clinical laboratories to evaluate antibiotic and phage choices in phage therapy.
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6
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Chopyk J, Cobián Güemes AG, Ramirez-Sanchez C, Attai H, Ly M, Jones MB, Liu R, Liu C, Yang K, Tu XM, Abeles SR, Nelson K, Pride DT. Common antibiotics, azithromycin and amoxicillin, affect gut metagenomics within a household. BMC Microbiol 2023; 23:206. [PMID: 37528343 PMCID: PMC10394940 DOI: 10.1186/s12866-023-02949-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 07/19/2023] [Indexed: 08/03/2023] Open
Abstract
BACKGROUND The microbiome of the human gut serves a role in a number of physiological processes, but can be altered through effects of age, diet, and disturbances such as antibiotics. Several studies have demonstrated that commonly used antibiotics can have sustained impacts on the diversity and the composition of the gut microbiome. The impact of the two most overused antibiotics, azithromycin, and amoxicillin, in the human microbiome has not been thoroughly described. In this study, we recruited a group of individuals and unrelated controls to decipher the effects of the commonly used antibiotics amoxicillin and azithromycin on their gut microbiomes. RESULTS We characterized the gut microbiomes by metagenomic sequencing followed by characterization of the resulting microbial communities. We found that there were clear and sustained effects of the antibiotics on the gut microbial community with significant alterations in the representations of Bifidobacterium species in response to azithromycin (macrolide antibiotic). These results were supported by significant increases identified in putative antibiotic resistance genes associated with macrolide resistance. Importantly, we did not identify these trends in the unrelated control individuals. There were no significant changes observed in other members of the microbial community. CONCLUSIONS As we continue to focus on the role that the gut microbiome plays and how disturbances induced by antibiotics might affect our overall health, elucidating members of the community most affected by their use is of critical importance to understanding the impacts of common antibiotics on those who take them. Clinical Trial Registration Number NCT05169255. This trial was retrospectively registered on 23-12-2021.
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Affiliation(s)
- Jessica Chopyk
- Department of Pathology, University of California San Diego, 9500 Gilman Drive, MC 0612, La Jolla, San Diego, CA, 92093-0612, USA
| | - Ana Georgina Cobián Güemes
- Department of Pathology, University of California San Diego, 9500 Gilman Drive, MC 0612, La Jolla, San Diego, CA, 92093-0612, USA
| | | | - Hedieh Attai
- Department of Pathology, University of California San Diego, 9500 Gilman Drive, MC 0612, La Jolla, San Diego, CA, 92093-0612, USA
| | - Melissa Ly
- Department of Pathology, University of California San Diego, 9500 Gilman Drive, MC 0612, La Jolla, San Diego, CA, 92093-0612, USA
| | - Marcus B Jones
- Genomic Medicine, J. Craig Venter Institute, La Jolla, CA, 92037, USA
| | - Roland Liu
- Department of Pathology, University of California San Diego, 9500 Gilman Drive, MC 0612, La Jolla, San Diego, CA, 92093-0612, USA
| | - Chenyu Liu
- Division of Biostatistics and Bioinformatics, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, San Diego, CA, 92093, USA
| | - Kun Yang
- Division of Biostatistics and Bioinformatics, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, San Diego, CA, 92093, USA
| | - Xin M Tu
- Division of Biostatistics and Bioinformatics, Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, San Diego, CA, 92093, USA
| | - Shira R Abeles
- Department of Medicine, University of California San Diego, San Diego, CA, 92093, USA
| | - Karen Nelson
- Genomic Medicine, J. Craig Venter Institute, La Jolla, CA, 92037, USA
| | - David T Pride
- Department of Pathology, University of California San Diego, 9500 Gilman Drive, MC 0612, La Jolla, San Diego, CA, 92093-0612, USA.
- Department of Medicine, University of California San Diego, San Diego, CA, 92093, USA.
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7
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Sah GP, Kovalick G, Chopyk J, Kuo P, Huang L, Ghatbale P, Das P, Realegeno S, Knight R, Gilbert JA, Pride DT. Characterization of SARS-CoV-2 Distribution and Microbial Succession in a Clinical Microbiology Testing Facility during the SARS-CoV-2 Pandemic. Microbiol Spectr 2023; 11:e0450922. [PMID: 36916973 PMCID: PMC10100919 DOI: 10.1128/spectrum.04509-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Accepted: 02/11/2023] [Indexed: 03/15/2023] Open
Abstract
The exchange of microbes between humans and the built environment is a dynamic process that has significant impact on health. Most studies exploring the microbiome of the built environment have been predicated on improving our understanding of pathogen emergence, persistence, and transmission. Previous studies have demonstrated that SARS-CoV-2 presence significantly correlates with the proportional abundance of specific bacteria on surfaces in the built environment. However, in these studies, SARS-CoV-2 originated from infected patients. Here, we perform a similar assessment for a clinical microbiology lab while staff were handling SARS-CoV-2 infected samples. The goal of this study was to understand the distribution and dynamics of microbial population on various surfaces within different sections of a clinical microbiology lab during a short period of 2020 Coronavirus disease (COVID-19) pandemic. We sampled floors, benches, and sinks in 3 sections (bacteriology, molecular microbiology, and COVID) of an active clinical microbiology lab over a 3-month period. Although floor samples harbored SARS-CoV-2, it was rarely identified on other surfaces, and bacterial diversity was significantly greater on floors than sinks and benches. The floors were primarily colonized by bacteria common to natural environments (e.g., soils), and benchtops harbored a greater proportion of human-associated microbes, including Staphylococcus and Streptococcus. Finally, we show that the microbial composition of these surfaces did not change over time and remained stable. Despite finding viruses on the floors, no lab-acquired infections were reported during the study period, which suggests that lab safety protocols and sanitation practices were sufficient to prevent pathogen exposures. IMPORTANCE For decades, diagnostic clinical laboratories have been an integral part of the health care systems that perform diagnostic tests on patient's specimens in bulk on a regular basis. Understanding their microbiota should assist in designing and implementing disinfection, and cleaning regime in more effective way. To our knowledge, there is a lack of information on the composition and dynamics of microbiota in the clinical laboratory environments, and, through this study, we have tried to fill that gap. This study has wider implications as understanding the makeup of microbes on various surfaces within clinical laboratories could help identify any pathogenic bacterial taxa that could have colonized these surfaces, and might act as a potential source of laboratory-acquired infections. Mapping the microbial community within these built environments may also be critical in assessing the reliability of laboratory safety and sanitation practices to lower any potential risk of exposures to health care workers.
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Affiliation(s)
- Govind Prasad Sah
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Grace Kovalick
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Jessica Chopyk
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Peiting Kuo
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Lina Huang
- Department of Medicine, University of California San Diego, San Diego, California, USA
| | - Pooja Ghatbale
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Promi Das
- Department of Pediatrics, University of California San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California San Diego, San Diego, California, USA
| | - Susan Realegeno
- Department of Pathology, University of California San Diego, San Diego, California, USA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California San Diego, San Diego, California, USA
- Department of Bioengineering, University of California San Diego, San Diego, California, USA
- Department of Computer Science & Engineering, University of California San Diego, San Diego, California, USA
| | - Jack A. Gilbert
- Department of Pediatrics, University of California San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California San Diego, San Diego, California, USA
- Scripps Institution of Oceanography and Department of Pediatrics, University of California San Diego, San Diego, California, USA
| | - David T. Pride
- Department of Pathology, University of California San Diego, San Diego, California, USA
- Department of Medicine, University of California San Diego, San Diego, California, USA
- Center for Microbiome Innovation, University of California San Diego, San Diego, California, USA
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8
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Borin JM, Liu R, Wang Y, Wu TC, Chopyk J, Huang L, Kuo P, Ghose C, Meyer JR, Tu XM, Schnabl B, Pride DT. Fecal virome transplantation is sufficient to alter fecal microbiota and drive lean and obese body phenotypes in mice. bioRxiv 2023:2023.02.03.527064. [PMID: 36778328 PMCID: PMC9915734 DOI: 10.1101/2023.02.03.527064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Background The gastrointestinal microbiome plays a significant role in numerous host processes and has an especially large impact on modulating the host metabolism. Prior studies have shown that when mice receive fecal transplants from obese donors that were fed high-fat diets (HFD) (even when recipient mice are fed normal diets after transplantation), they develop obese phenotypes. These studies demonstrate the prominent role that the gut microbiota play in determining lean and obese phenotypes. While much of the credit has been given to gut bacteria, studies have not measured the impact of gut viruses on these phenotypes. To address this shortcoming, we gavaged mice with viromes isolated from donors fed HFD or normal chow. By characterizing the mice’s gut bacterial biota and weight-gain phenotypes over time, we demonstrate that viruses can shape the gut bacterial community and affect weight gain or loss. Results We gavaged mice longitudinally over 4 weeks while measuring their body weights and collecting fecal samples for 16S rRNA amplicon sequencing. We evaluated mice that were fed normal chow or high-fat diets, and gavaged each group with either chow-derived fecal viromes, HFD-derived fecal viromes, or phosphate buffered saline controls. We found a significant effect of gavage type, where mice fed chow but gavaged with HFD-derived viromes gained significantly more weight than their counterparts receiving chow-derived viromes. The converse was also true: mice fed HFD but gavaged with chow-derived viromes gained significantly less weight than their counterparts receiving HFD-derived viromes. These results were replicated in two separate experiments and the phenotypic changes were accompanied by significant and identifiable differences in the fecal bacterial biota. Notably, there were differences in Lachnospirales and Clostridia in mice fed chow but gavaged with HFD-derived fecal viromes, and in Peptostreptococcales, Oscillospirales, and Lachnospirales in mice fed HFD but gavaged with chow-derived fecal viromes. Due to methodological limitations, we were unable to identify specific bacterial species or strains that were responsible for respective phenotypic changes. Conclusions This study confirms that virome-mediated perturbations can alter the fecal microbiome in an in vivo model and indicates that such perturbations are sufficient to drive lean and obese phenotypes in mice.
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Affiliation(s)
- Joshua M Borin
- Division of Biological Sciences, University of California San Diego, La Jolla, CA, USA
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | - Roland Liu
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | - Yanhan Wang
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Tsung-Chin Wu
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
| | - Jessica Chopyk
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | - Lina Huang
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | - Peiting Kuo
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | | | - Justin R Meyer
- Division of Biological Sciences, University of California San Diego, La Jolla, CA, USA
| | - Xin M Tu
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
| | - Bernd Schnabl
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - David T Pride
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
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9
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Borin JM, Liu R, Wang Y, Wu TC, Chopyk J, Huang L, Kuo P, Ghose C, Meyer JR, Tu XM, Schnabl B, Pride DT. Fecal virome transplantation is sufficient to alter fecal microbiota and drive lean and obese body phenotypes in mice. Gut Microbes 2023; 15:2236750. [PMID: 37475473 PMCID: PMC10364654 DOI: 10.1080/19490976.2023.2236750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 07/10/2023] [Indexed: 07/22/2023] Open
Abstract
The gastrointestinal microbiome plays a significant role in modulating numerous host processes, including metabolism. Prior studies show that when mice receive fecal transplants from obese donors on high-fat diets (HFD) (even when recipient mice are fed normal diets after transplantation), they develop obese phenotypes, demonstrating the prominent role that gut microbiota play in determining lean and obese phenotypes. While much of the credit has been given to gut bacteria, the impact of gut viruses on these phenotypes is understudied. To address this shortcoming, we gavaged mice with viromes isolated from donors fed HFD or normal chow over a 4-week study. By characterizing the gut bacterial biota via 16S rRNA amplicon sequencing and measuring mouse weights over time, we demonstrate that transplanted viruses affect the gut bacterial community, as well as weight gain/loss. Notably, mice fed chow but gavaged with HFD-derived viromes gained more weight than their counterparts receiving chow-derived viromes. The converse was also true: mice fed HFD but gavaged with chow-derived viromes gained less weight than their counterparts receiving HFD-derived viromes. Results were replicated in two independent experiments and phenotypic changes were accompanied by significant and identifiable differences in the fecal bacterial biota. Due to methodological limitations, we were unable to identify the specific bacterial strains responsible for respective phenotypic changes. This study confirms that virome-mediated perturbations can alter the fecal microbiome in vivo and indicates that such perturbations are sufficient to drive lean and obese phenotypes in mice.
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Affiliation(s)
- Joshua M. Borin
- Division of Biological Sciences, University of California San Diego, La Jolla, CA, USA
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | - Roland Liu
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | - Yanhan Wang
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - Tsung-Chin Wu
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
| | - Jessica Chopyk
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | - Lina Huang
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | - Peiting Kuo
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
| | | | - Justin R. Meyer
- Division of Biological Sciences, University of California San Diego, La Jolla, CA, USA
| | - Xin M. Tu
- Division of Biostatistics and Bioinformatics, Department of Family Medicine and Public Health, University of California San Diego, La Jolla, CA, USA
| | - Bernd Schnabl
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
| | - David T. Pride
- Department of Pathology, University of California San Diego, La Jolla, CA, USA
- Department of Medicine, University of California San Diego, La Jolla, CA, USA
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10
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Kuo P, LeCrone K, Chiu M, Realegeno S, Pride DT. Analysis of the FAST™ System for expedited identification and antimicrobial susceptibility testing of bloodborne pathogens. Diagn Microbiol Infect Dis 2022; 104:115783. [DOI: 10.1016/j.diagmicrobio.2022.115783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 07/19/2022] [Accepted: 07/20/2022] [Indexed: 11/03/2022]
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11
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Gaufin T, Blumenthal J, Ramirez-Sanchez C, Mehta S, Pride DT, Fierer J, Jenks JD. Antimicrobial-Resistant Shigella spp. in San Diego, California, USA, 2017-2020. Emerg Infect Dis 2022; 28:1110-1116. [PMID: 35608550 PMCID: PMC9155871 DOI: 10.3201/eid2806.220131] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Annually, Shigella spp. cause ≈188 million cases of diarrheal disease globally, including 500,000 cases in the United States; rates of antimicrobial resistance are increasing. To determine antimicrobial resistance and risk factors in San Diego, California, USA, we retrospectively reviewed cases of diarrheal disease caused by Shigella flexneri and S. sonnei diagnosed during 2017-2020. Of 128 evaluable cases, S. flexneri was slightly more common than S. sonnei; most cases were in persons who were gay or bisexual cisgender men, were living with HIV, were unhoused, or used methamphetamines. Overall, rates of resistance to azithromycin, fluoroquinolones, ampicillin, and trimethoprim/sulfamethoxazole (TMP/SMX) were comparable to the most recent national data reported from the Centers for Disease Control and Prevention; 55% of isolates were resistant to azithromycin, 23% to fluoroquinolones, 70% to ampicillin, and 83% to TMP/SMX. The rates that we found for TMP/SMX were slightly higher than those in national data.
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12
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Realegeno S, Hash S, Wong C, Liu R, Shepherd J, Schooley RT, Lipson DA, Fung F, Menon S, Pride DT. Molecular Mirror Technology Facilitates High-Throughput, Accurate SARS-CoV-2 Testing. Microbiol Spectr 2021; 9:e0039221. [PMID: 34431687 PMCID: PMC8552600 DOI: 10.1128/spectrum.00392-21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 08/02/2021] [Indexed: 11/20/2022] Open
Abstract
Tests to diagnose acute SARS-CoV-2 infection are at the center of controlling the COVID-19 pandemic. Rapid tests benefit from providing quick results but suffer from lower sensitivity, while PCR tests usually take longer to provide more reliable results and can be difficult to scale to meet population needs. We evaluated the diagnostic efficacy of a Molecular Mirror assay (MMA) using nucleic acid extraction and a nucleic acid extraction-free method to determine its ability to identify SARS-CoV-2 in nasal specimens from individuals suspected of having SARS-CoV-2. We compared the MMA using nucleic acid extraction to the emergency use authorization (EUA)-approved TaqPath reverse transcriptase PCR (RT-PCR) assay to determine its performance characteristics. From 412 total specimens (including 115 previous positives and 297 previous negatives), we found that the positive percent agreement (PPA) was 99.1% (confidence interval [CI], 97.4% to 100.0%) and the negative percent agreement (NPA) was 99.3% (95% CI, 98.4% to 100.0%) for SARS-CoV-2 detection. Using the extraction-free method, we analyzed 109 specimens (51 previous positives and 58 previous negatives) and found that the PPA for the more rapid version of the assay was 87.8% (95% CI, 78.5% to 96.9%) and the NPA was 100.0% (95% CI, 100.0%) for virus detection. The extraction method has performance comparable to what is observed in many PCR-based assays. The extraction-free method has lower PPA but has the advantage of being more rapid and having a higher throughput. Our data offer a proof of concept that nuclear magnetic resonance (NMR) detection can be used in SARS-CoV-2 diagnostic testing and may allow for alternative supply chains to increase testing options. IMPORTANCE Accurate diagnostics for SARS-CoV-2 infections have been critical for responding to the COVID-19 pandemic. Both high-sensitivity/specificity PCR-based tests and lower-sensitivity/specificity rapid antigen assays have been the subject of worldwide supply chain limitations as individual facilities and countries have struggled to meet their population testing needs. We evaluated the diagnostic efficacy of a Molecular Mirror assay (MMA), which uses nuclear magnetic resonance to detect the presence of SARS-CoV-2 nucleic acids both with and without full nucleic acid extractions. We found that compared to a U.S. emergency use authorization (EUA) approved assay (TaqPath) that uses reverse transcriptase PCR (RT-PCR), the MMA had high PPA and NPA with full nucleic acid extractions, and acceptable positive percent agreement (PPA) and negative percent agreement (NPA) with an extraction-free protocol. In a landscape marred by supply chain shortages across the world, altered SARS-CoV-2 detection methods such as the MMA can add to testing supplies while providing quality SARS-CoV-2 testing results.
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Affiliation(s)
- Susan Realegeno
- Department of Pathology, University of California, San Diego, La Jolla, California, USA
| | - Sara Hash
- Menon Biosensors, Inc., Escondido, California, USA
| | | | - Roland Liu
- Department of Pathology, University of California, San Diego, La Jolla, California, USA
| | - Jovan Shepherd
- Department of Pathology, University of California, San Diego, La Jolla, California, USA
| | - Robert T. Schooley
- Department of Medicine, University of California, San Diego, La Jolla, California, USA
| | - David A. Lipson
- Department of Biology, San Diego State University, San Diego, California, USA
| | | | - Suresh Menon
- Menon Biosensors, Inc., Escondido, California, USA
| | - David T. Pride
- Department of Pathology, University of California, San Diego, La Jolla, California, USA
- Department of Medicine, University of California, San Diego, La Jolla, California, USA
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13
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Chopyk J, Bojanowski CM, Shin J, Moshensky A, Fuentes AL, Bonde SS, Chuki D, Pride DT, Crotty Alexander LE. Compositional Differences in the Oral Microbiome of E-cigarette Users. Front Microbiol 2021; 12:599664. [PMID: 34135868 PMCID: PMC8200533 DOI: 10.3389/fmicb.2021.599664] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 04/26/2021] [Indexed: 12/18/2022] Open
Abstract
Electronic (e)-cigarettes have been advocated as a safer alternative to conventional tobacco cigarettes. However, there is a paucity of data regarding the impact of e-cigarette aerosol deposition on the human oral microbiome, a key component in human health and disease. We aimed to fill this knowledge gap through a comparative analysis of the microbial community profiles from e-cigarette users and healthy controls [non-smokers/non-vapers (NSNV)]. Moreover, we sought to determine whether e-cigarette aerosol exposure from vaping induces persistent changes in the oral microbiome. To accomplish this, salivary and buccal mucosa samples were collected from e-cigarette users and NSNV controls, with additional oral samples collected from e-cigarette users after 2 weeks of decreased use. Total DNA was extracted from all samples and subjected to PCR amplification and sequencing of the V3-V4 hypervariable regions of the 16S rRNA gene. Our analysis revealed several prominent differences associated with vaping, specific to the sample type (i.e., saliva and buccal). In the saliva, e-cigarette users had a significantly higher alpha diversity, observed operational taxonomic units (OTUs) and Faith's phylogenetic diversity (PD) compared to NSNV controls, which declined with decreased vaping. The buccal mucosa swab samples were marked by a significant shift in beta diversity between e-cigarette users and NSNV controls. There were also significant differences in the relative abundance of several bacterial taxa, with a significant increase in Veillonella and Haemophilus in e-cigarette users. In addition, nasal swabs demonstrated a trend toward higher colonization rates with Staphylococcus aureus in e-cigarette users relative to controls (19 vs. 7.1%; p = n.s.). Overall, these data reveal several notable differences in the oral bacterial community composition and diversity in e-cigarette users as compared to NSNV controls.
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Affiliation(s)
- Jessica Chopyk
- Department of Pathology, University of California San Diego (UCSD), La Jolla, CA, United States
| | - Christine M. Bojanowski
- Section of Pulmonary Diseases, Critical Care and Environmental Medicine, Department of Medicine, Tulane University, New Orleans, LA, United States
- Pulmonary Critical Care Section, VA San Diego Healthcare System, La Jolla, CA, United States
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA, United States
| | - John Shin
- Pulmonary Critical Care Section, VA San Diego Healthcare System, La Jolla, CA, United States
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA, United States
| | - Alex Moshensky
- Pulmonary Critical Care Section, VA San Diego Healthcare System, La Jolla, CA, United States
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA, United States
| | - Ana Lucia Fuentes
- Pulmonary Critical Care Section, VA San Diego Healthcare System, La Jolla, CA, United States
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA, United States
| | - Saniya S. Bonde
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA, United States
| | - Dagni Chuki
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA, United States
| | - David T. Pride
- Department of Pathology, University of California San Diego (UCSD), La Jolla, CA, United States
- Department of Medicine, University of California San Diego (UCSD), La Jolla, CA, United States
| | - Laura E. Crotty Alexander
- Pulmonary Critical Care Section, VA San Diego Healthcare System, La Jolla, CA, United States
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of California San Diego (UCSD), La Jolla, CA, United States
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14
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Abstract
Amidst the rising tide of antibiotic resistance, phage therapy holds promise as an alternative to antibiotics. Most well-designed studies on phage therapy exist in animal models. In order to progress to human clinical trials, it is important to understand what these models have accomplished and determine how to improve upon them. Here we provide a review of the animal models of phage therapy in Western literature and outline what can be learned from them in order to bring phage therapy closer to becoming a feasible alternative to antibiotics in clinical practice.
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Affiliation(s)
- Samuel Penziner
- Department of Medicine, University of California, San Diego, San Diego, CA, United States
| | - Robert T Schooley
- Department of Medicine, University of California, San Diego, San Diego, CA, United States
| | - David T Pride
- Department of Medicine, University of California, San Diego, San Diego, CA, United States.,Department of Pathology, University of California, San Diego, San Diego, CA, United States
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15
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Chopyk J, Akrami K, Bavly T, Shin JH, Schwanemann LK, Ly M, Kalia R, Xu Y, Kelley ST, Malhotra A, Torriani FJ, Sweeney DA, Pride DT. Temporal variations in bacterial community diversity and composition throughout intensive care unit renovations. Microbiome 2020; 8:86. [PMID: 32513256 PMCID: PMC7278141 DOI: 10.1186/s40168-020-00852-7] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Accepted: 05/01/2020] [Indexed: 05/10/2023]
Abstract
BACKGROUND Inanimate surfaces within a hospital serve as a reservoir of microbial life that may colonize patients and ultimately result in healthcare associated infections (HAIs). Critically ill patients in intensive care units (ICUs) are particularly vulnerable to HAIs. Little is known about how the microbiome of the ICU is established or what factors influence its evolution over time. A unique opportunity to bridge the knowledge gap into how the ICU microbiome evolves emerged in our health system, where we were able to characterize microbial communities in an established hospital ICU prior to closing for renovations, during renovations, and then after re-opening. RESULTS We collected swab specimens from ICU bedrails, computer keyboards, and sinks longitudinally at each renovation stage, and analyzed the bacterial compositions on these surfaces by 16S rRNA gene sequencing. Specimens collected before ICU closure had the greatest alpha diversity, while specimens collected after the ICU had been closed for over 300 days had the least. We sampled the ICU during the 45 days after re-opening; however, within that time frame, the alpha diversity never reached pre-closure levels. There were clear and significant differences in microbiota compositions at each renovation stage, which was driven by environmental bacteria after closure and human-associated bacteria after re-opening and before closure. CONCLUSIONS Overall, we identified significant differences in microbiota diversity and community composition at each renovation stage. These data help to decipher the evolution of the microbiome in the most critical part of the hospital and demonstrate the significant impacts that microbiota from patients and staff have on the evolution of ICU surfaces. Video Abstract.
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Affiliation(s)
- Jessica Chopyk
- Department of Pathology, University of California, San Diego, USA
| | - Kevan Akrami
- Department of Medicine, University of California, San Diego, USA
| | - Tovia Bavly
- Department of Pathology, University of California, San Diego, USA
| | - Ji H Shin
- Department of Pathology, University of California, San Diego, USA
| | | | - Melissa Ly
- Department of Pathology, University of California, San Diego, USA
| | - Richa Kalia
- Department of Biology, San Diego State University, San Diego, USA
| | - Ying Xu
- Department of Biology, San Diego State University, San Diego, USA
| | - Scott T Kelley
- Department of Biology, San Diego State University, San Diego, USA
| | - Atul Malhotra
- Department of Medicine, University of California, San Diego, USA
| | | | - Daniel A Sweeney
- Department of Medicine, University of California, San Diego, USA
| | - David T Pride
- Department of Pathology, University of California, San Diego, USA.
- Department of Medicine, University of California, San Diego, USA.
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16
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Schulfer A, Santiago-Rodriguez TM, Ly M, Borin JM, Chopyk J, Blaser MJ, Pride DT. Fecal Viral Community Responses to High-Fat Diet in Mice. mSphere 2020; 5:e00833-19. [PMID: 32102942 PMCID: PMC7045389 DOI: 10.1128/msphere.00833-19] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 02/05/2020] [Indexed: 12/22/2022] Open
Abstract
Alterations in diet can have significant impact on the host, with high-fat diet (HFD) leading to obesity, diabetes, and inflammation of the gut. Although membership and abundances in gut bacterial communities are strongly influenced by diet, substantially less is known about how viral communities respond to dietary changes. Examining fecal contents of mice as the mice were transitioned from normal chow to HFD, we found significant changes in the relative abundances and the diversity in the gut of bacteria and their viruses. Alpha diversity of the bacterial community was significantly diminished in response to the diet change but did not change significantly in the viral community. However, the diet shift significantly impacted the beta diversity in both the bacterial and viral communities. There was a significant shift away from the relatively abundant Siphoviridae accompanied by increases in bacteriophages from the Microviridae family. The proportion of identified bacteriophage structural genes significantly decreased after the transition to HFD, with a conserved loss of integrase genes in all four experimental groups. In total, this study provides evidence for substantial changes in the intestinal virome disproportionate to bacterial changes, and with alterations in putative viral lifestyles related to chromosomal integration as a result of shift to HFD.IMPORTANCE Prior studies have shown that high-fat diet (HFD) can have profound effects on the gastrointestinal (GI) tract microbiome and also demonstrate that bacteria in the GI tract can affect metabolism and lean/obese phenotypes. We investigated whether the composition of viral communities that also inhabit the GI tract are affected by shifts from normal to HFD. We found significant and reproducible shifts in the content of GI tract viromes after the transition to HFD. The differences observed in virome community membership and their associated gene content suggest that these altered viral communities are populated by viruses that are more virulent toward their host bacteria. Because HFD also are associated with significant shifts in GI tract bacterial communities, we believe that the shifts in the viral community may serve to drive the changes that occur in associated bacterial communities.
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Affiliation(s)
| | | | - Melissa Ly
- Department of Pathology, University of California, San Diego, California, USA
| | - Joshua M Borin
- Division of Biological Sciences, University of California, San Diego, California, USA
| | - Jessica Chopyk
- Department of Pathology, University of California, San Diego, California, USA
| | - Martin J Blaser
- New York University, New York, New York, USA
- Center for Advanced Biotechnology and Medicine, Rutgers University, Piscataway, New Jersey, USA
| | - David T Pride
- Department of Pathology, University of California, San Diego, California, USA
- Department of Medicine, University of California, San Diego, California, USA
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17
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Vasudevan R, Shin JH, Chopyk J, Peacock WF, Torriani FJ, Maisel AS, Pride DT. Aseptic Barriers Allow a Clean Contact for Contaminated Stethoscope Diaphragms. Mayo Clin Proc Innov Qual Outcomes 2020; 4:21-30. [PMID: 32055768 PMCID: PMC7010972 DOI: 10.1016/j.mayocpiqo.2019.10.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2019] [Accepted: 10/15/2019] [Indexed: 11/30/2022] Open
Abstract
Objective To determine whether a single-use stethoscope diaphragm barrier surface remains aseptic when placed on pathogen-contaminated stethoscopes. Methods From May 31 to August 5, 2019, we tested 2 separate barriers using 3 different strains of 7 human pathogens, including extended-spectrum β-lactamase-producing Escherichia coli, methicillin-resistant Staphylococcus aureus, and vancomycin resistant Enterococcus faecium. Results For all diaphragms with either of the 2 barriers tested, no growth was recorded for any of the pathogens. Stethoscopes with aseptic barriers remained sterile for up to 24 hours. These single-use barriers also provided aseptic surfaces when stethoscope diaphragms were inoculated with human specimens, including saliva, stool, urine, and sputum. Conclusion Disposable aseptic diaphragm barriers may provide robust and efficient solutions to reduce transmission of pathogens via stethoscopes.
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Key Words
- B+, stethoscope diaphragms with disc barriers
- BC, disc barriers colonized with microorganisms
- B−, colonized diaphragms without disc barriers
- CFU, colony-forming unit
- Ctrl, control
- ESBL, extended-spectrum β-lactamase–producing Escherichia coli
- HAI, health care–associated infection
- HP, health care provider
- MDR, multidrug resistant
- MDRO, multidrug-resistant organism
- MRSA, methicillin-resistant Staphylococcus aureus
- VRE, vancomycin-resistant Enterococcus
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Affiliation(s)
- Rajiv Vasudevan
- Department of Medicine, University of California, San Diego, TX
| | - Ji H Shin
- Department of Pathology, University of California, San Diego, TX
| | - Jessica Chopyk
- Department of Pathology, University of California, San Diego, TX
| | - William F Peacock
- Department of Emergency Medicine, Baylor College of Medicine, Houston, TX
| | | | - Alan S Maisel
- Department of Medicine, University of California, San Diego, TX
| | - David T Pride
- Department of Medicine, University of California, San Diego, TX.,Department of Pathology, University of California, San Diego, TX
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18
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Jung CE, Chopyk J, Shin JH, Lukacz ES, Brubaker L, Schwanemann LK, Knight R, Wolfe AJ, Pride DT. Benchmarking urine storage and collection conditions for evaluating the female urinary microbiome. Sci Rep 2019; 9:13409. [PMID: 31527753 PMCID: PMC6746804 DOI: 10.1038/s41598-019-49823-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2019] [Accepted: 08/27/2019] [Indexed: 12/12/2022] Open
Abstract
Standardized conditions for collection, preservation and storage of urine for microbiome research have not been established. We aimed to identify the effects of the use of preservative AssayAssure® (AA), and the effects of storage time and temperatures on reproducibility of urine microbiome results. We sequenced the V3-4 segment of the 16S rRNA gene to characterize the bacterial community in the urine of a cohort of women. Each woman provided a single voided urine sample, which was divided into aliquots and stored with and without AA, at three different temperatures (room temperature [RT], 4 °C, or -20 °C), and for various time periods up to 4 days. There were significant microbiome differences in urine specimens stored with and without AA at all temperatures, but the most significant differences were observed in alpha diversity (estimated number of taxa) at RT. Specimens preserved at 4 °C and -20 °C for up to 4 days with or without AA had no significant alpha diversity differences. However, significant alpha diversity differences were observed in samples stored without AA at RT. Generally, there was greater microbiome preservation with AA than without AA at all time points and temperatures, although not all results were statistically significant. Addition of AA preservative, shorter storage times, and colder temperatures are most favorable for urinary microbiome reproducibility.
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Affiliation(s)
- Carrie E Jung
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, 92093, USA
| | - Jessica Chopyk
- Department of Pathology, University of California, San Diego, CA, 92093, USA
| | - Ji Hyun Shin
- Department of Pathology, University of California, San Diego, CA, 92093, USA
| | - Emily S Lukacz
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, 92093, USA
| | - Linda Brubaker
- Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Diego, 92093, USA
| | - Leila K Schwanemann
- Department of Pathology, University of California, San Diego, CA, 92093, USA
| | - Rob Knight
- Departments of Pediatrics, Bioengineering, and Computer Science and Engineering, University of California, San Diego, 92093, USA
| | - Alan J Wolfe
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, IL, 601534, USA
| | - David T Pride
- Department of Pathology, University of California, San Diego, CA, 92093, USA.
- Department of Medicine, University of California, San Diego, CA, 92093, USA.
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19
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Ghose C, Ly M, Schwanemann LK, Shin JH, Atab K, Barr JJ, Little M, Schooley RT, Chopyk J, Pride DT. The Virome of Cerebrospinal Fluid: Viruses Where We Once Thought There Were None. Front Microbiol 2019; 10:2061. [PMID: 31555247 PMCID: PMC6742758 DOI: 10.3389/fmicb.2019.02061] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 08/21/2019] [Indexed: 01/21/2023] Open
Abstract
Traditionally, medicine has held that some human body sites are sterile and that the introduction of microbes to these sites results in infections. This paradigm shifted significantly with the discovery of the human microbiome and acceptance of these commensal microbes living across the body. However, the central nervous system (CNS) is still believed by many to be sterile in healthy people. Using culture-independent methods, we examined the virome of cerebrospinal fluid (CSF) from a cohort of mostly healthy human subjects. We identified a community of DNA viruses, most of which were identified as bacteriophages. Compared to other human specimen types, CSF viromes were not ecologically distinct. There was a high alpha diversity cluster that included feces, saliva, and urine, and a low alpha diversity cluster that included CSF, body fluids, plasma, and breast milk. The high diversity cluster included specimens known to have many bacteria, while other specimens traditionally assumed to be sterile formed the low diversity cluster. There was an abundance of viruses shared among CSF, breast milk, plasma, and body fluids, while each generally shared less with urine, feces, and saliva. These shared viruses ranged across different virus families, indicating that similarities between these viromes represent more than just a single shared virus family. By identifying a virome in the CSF of mostly healthy individuals, it is now less likely that any human body site is devoid of microbes, which further highlights the need to decipher the role that viral communities may play in human health.
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Affiliation(s)
| | - Melissa Ly
- Department of Pathology, University of California, San Diego, San Diego, CA, United States
| | - Leila K Schwanemann
- Department of Pathology, University of California, San Diego, San Diego, CA, United States
| | - Ji Hyun Shin
- Department of Pathology, University of California, San Diego, San Diego, CA, United States
| | - Katayoon Atab
- Department of Pathology, University of California, San Diego, San Diego, CA, United States
| | - Jeremy J Barr
- School of Biological Sciences, Monash University, Melbourne, VIC, Australia
| | - Mark Little
- Department of Biology, San Diego State University, San Diego, CA, United States
| | - Robert T Schooley
- Department of Medicine, University of California, San Diego, San Diego, CA, United States
| | - Jessica Chopyk
- Department of Pathology, University of California, San Diego, San Diego, CA, United States
| | - David T Pride
- Department of Pathology, University of California, San Diego, San Diego, CA, United States.,Department of Medicine, University of California, San Diego, San Diego, CA, United States
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20
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Ahmad W, Nguyen NH, Boland BS, Dulai PS, Pride DT, Bouland D, Sandborn WJ, Singh S. Comparison of Multiplex Gastrointestinal Pathogen Panel and Conventional Stool Testing for Evaluation of Diarrhea in Patients with Inflammatory Bowel Diseases. Dig Dis Sci 2019; 64:382-390. [PMID: 30361807 PMCID: PMC6358459 DOI: 10.1007/s10620-018-5330-y] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2018] [Accepted: 10/09/2018] [Indexed: 02/07/2023]
Abstract
BACKGROUND AND AIMS Gastrointestinal pathogen panels (GPPs) are increasingly being used for evaluation of diarrhea. The impact of these tests on patients with inflammatory bowel diseases (IBD) is unknown. We performed a time-interrupted cohort study comparing GPPs and conventional stool evaluation in patients with IBD with diarrhea. METHODS We included 268 consecutive patients with IBD who underwent GPP (BioFire Diagnostics®) (n = 134) or conventional stool culture and Clostridium difficile polymerase chain reaction testing (n = 134) during suspected IBD flare between 2012 and 2016. Primary outcome was composite of 30-day IBD-related hospitalization, surgery, or emergency department visit; secondary outcome was IBD treatment modification. RESULTS Overall, 41/134 (30.6%) patients tested positive on GPP (18 C. difficile, 17 other bacterial infections, and 6 viral pathogens) versus 14/134 patients (10.4%, all C. difficile) testing positive on conventional testing. Rate of IBD treatment modification in response to stool testing was lower in GPP group as compared conventional stool testing group (35.1 vs. 64.2%, p < 0.01). On multivariate analysis, diagnostic evaluation with GPP was associated with three times higher odds of IBD-related hospitalization/surgery/ED visit (95% CI, 1.27-7.14), as compared to conventional stool testing. This negative impact was partly mediated by differences in ordering provider specialty, with non-gastroenterologists more likely to order GPP as compared to gastroenterologists. CONCLUSIONS In patients with suspected flare of IBD, GPPs have higher pathogen detection rate and lead to lower rate of IBD treatment modification. A diagnostic testing strategy based on GPPs is associated with higher hospital-related healthcare utilization as compared to conventional stool testing, particularly when utilized by non-gastroenterologists.
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Affiliation(s)
- Waseem Ahmad
- Department of Internal Medicine, University of California San Diego, La Jolla, CA, USA
| | - Nghia H Nguyen
- Department of Internal Medicine, University of California San Diego, La Jolla, CA, USA
| | - Brigid S Boland
- Division of Gastroenterology, University of California San Diego, 9452 Medical Center Drive, ACTRI 1W501, La Jolla, CA, 92093, USA
| | - Parambir S Dulai
- Division of Gastroenterology, University of California San Diego, 9452 Medical Center Drive, ACTRI 1W501, La Jolla, CA, 92093, USA
| | - David T Pride
- Department of Pathology and Infectious Diseases, University of California San Diego, La Jolla, CA, USA
| | - Daniel Bouland
- Division of Hospital Medicine, University of California San Diego, La Jolla, CA, USA
| | - William J Sandborn
- Division of Gastroenterology, University of California San Diego, 9452 Medical Center Drive, ACTRI 1W501, La Jolla, CA, 92093, USA
| | - Siddharth Singh
- Division of Gastroenterology, University of California San Diego, 9452 Medical Center Drive, ACTRI 1W501, La Jolla, CA, 92093, USA.
- Division of Biomedical Informatics, University of California San Diego, La Jolla, CA, USA.
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21
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Wu TF, Chen YC, Wang WC, Fang YC, Fukuoka S, Pride DT, Pak OS. A Rapid and Low-Cost Pathogen Detection Platform by Using a Molecular Agglutination Assay. ACS Cent Sci 2018; 4:1485-1494. [PMID: 30555900 PMCID: PMC6276042 DOI: 10.1021/acscentsci.8b00447] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Indexed: 05/10/2023]
Abstract
Rapid and low-cost pathogen diagnostic approaches are critical for clinical decision-making procedures. Cultivating bacteria often takes days to identify pathogens and provide antimicrobial susceptibilities. The delay in diagnosis may result in compromised treatment and inappropriate antibiotic use. Over the past decades, molecular-based techniques have significantly shortened pathogen identification turnaround time with high accuracy. However, these assays often use complex fluorescent labeling and nucleic acid amplification processes, which limit their use in resource-limited settings. In this work, we demonstrate a wash-free molecular agglutination assay with a straightforward mixing and incubation step that significantly simplifies procedures of molecular testing. By targeting the 16S rRNA gene of pathogens, we perform a rapid pathogen identification within 30 min on a dark-field imaging microfluidic cytometry platform. The dark-field images with low background noise can be obtained using a narrow beam scanning technique with off-the-shelf complementary metal oxide semiconductor (CMOS) imagers such as smartphone cameras. We utilize a machine learning algorithm to deconvolute topological features of agglutinated clusters and thus quantify the abundance of bacteria. Consequently, we unambiguously distinguish Escherichia coli positive from other E. coli negative among 50 clinical urinary tract infection samples with 96% sensitivity and 100% specificity. Furthermore, we also apply this quantitative detection approach to achieve rapid antimicrobial susceptibility testing within 3 h. This work exhibits easy-to-use protocols, high sensitivity, and short turnaround time for point-of-care testing uses.
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Affiliation(s)
- Tsung-Feng Wu
- VOR,
Inc., Atkinson Hall #1412,
9500 Gilman Drive, La Jolla, California 92093, United States
- (T.-F.W.) E-mail:
| | - Yu-Chen Chen
- VOR,
Inc., Atkinson Hall #1412,
9500 Gilman Drive, La Jolla, California 92093, United States
| | - Wei-Chung Wang
- VOR,
Inc., Atkinson Hall #1412,
9500 Gilman Drive, La Jolla, California 92093, United States
| | - Yen-Chi Fang
- VOR,
Inc., Atkinson Hall #1412,
9500 Gilman Drive, La Jolla, California 92093, United States
| | - Scott Fukuoka
- Department
of Bioengineering, Santa Clara University, 500 El Camino Real, Santa Clara, California 95053, United States
| | - David T. Pride
- Department
of Pathology, University of California at
San Diego, 9500 Gilman Drive #0612, La Jolla, California 92093, United States
| | - On Shun Pak
- Department
of Mechanical Engineering, Santa Clara University, 500 El Camino Real, Santa Clara, California 95053, United States
- (O.S.P.) E-mail:
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22
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Pannaraj PS, Ly M, Cerini C, Saavedra M, Aldrovandi GM, Saboory AA, Johnson KM, Pride DT. Shared and Distinct Features of Human Milk and Infant Stool Viromes. Front Microbiol 2018; 9:1162. [PMID: 29910789 PMCID: PMC5992295 DOI: 10.3389/fmicb.2018.01162] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 05/14/2018] [Indexed: 01/01/2023] Open
Abstract
Infants acquire many of their microbes from their mothers during the birth process. The acquisition of these microbes is believed to be critical in the development of the infant immune system. Bacteria also are transmitted to the infant through breastfeeding, and help to form the microbiome of the infant gastrointestinal (GI) tract; it is unknown whether viruses in human milk serve to establish an infant GI virome. We examined the virome contents of milk and infant stool in a cohort of mother-infant pairs to discern whether milk viruses colonize the infant GI tract. We observed greater viral alpha diversity in milk than in infant stool, similar to the trend we found for bacterial communities from both sites. When comparing beta diversity, viral communities were mostly distinguishable between milk and infant stool, but each was quite distinct from adult stool, urine, and salivary viromes. There were significant differences in viral families in the infant stool (abundant bacteriophages from the family Siphoviridae) compared to milk (abundant bacteriophages from the family Myoviridae), which may reflect significant differences in the bacterial families identified from both sites. Despite the differences in viral taxonomy, we identified a significant number of shared viruses in the milk and stool from all mother-infant pairs. Because of the significant proportion of bacteriophages transmitted in these mother-infant pairs, we believe the transmission of milk phages to the infant GI tract may help to shape the infant GI microbiome.
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Affiliation(s)
- Pia S Pannaraj
- Division of Infectious Diseases, Children's Hospital Los Angeles, Los Angeles, CA, United States.,Department of Pediatrics, Molecular Microbiology and Immunology, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
| | - Melissa Ly
- Department of Pathology, University of California, San Diego, San Diego, CA, United States
| | - Chiara Cerini
- Division of Infectious Diseases, Children's Hospital Los Angeles, Los Angeles, CA, United States
| | - Monica Saavedra
- Division of Infectious Diseases, Children's Hospital Los Angeles, Los Angeles, CA, United States
| | - Grace M Aldrovandi
- Department of Pediatrics, University of California, Los Angeles, Los Angeles, CA, United States
| | - Abdul A Saboory
- Department of Pathology, University of California, San Diego, San Diego, CA, United States
| | - Kevin M Johnson
- Department of Pathology, University of California, San Diego, San Diego, CA, United States
| | - David T Pride
- Department of Pathology, University of California, San Diego, San Diego, CA, United States.,Department of Medicine, University of California, San Diego, San Diego, CA, United States
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23
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Ly M, Jones MB, Abeles SR, Santiago-Rodriguez TM, Gao J, Chan IC, Ghose C, Pride DT. Transmission of viruses via our microbiomes. Microbiome 2016; 4:64. [PMID: 27912785 PMCID: PMC5134127 DOI: 10.1186/s40168-016-0212-z] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/09/2016] [Accepted: 11/24/2016] [Indexed: 05/18/2023]
Abstract
BACKGROUND Bacteria inhabiting the human body have important roles in a number of physiological processes and are known to be shared amongst genetically-related individuals. Far less is known about viruses inhabiting the human body, but their ecology suggests they may be shared between close contacts. RESULTS Here, we report the ecology of viruses in the guts and mouths of a cohort and demonstrate that substantial numbers of gut and oral viruses were shared amongst genetically unrelated, cohabitating individuals. Most of these viruses were bacteriophages, and each individual had distinct oral and gut viral ecology from their housemates despite the fact that some of their bacteriophages were shared. The distribution of bacteriophages over time within households indicated that they were frequently transmitted between the microbiomes of household contacts. CONCLUSIONS Because bacteriophages may shape human oral and gut bacterial ecology, their transmission to household contacts suggests they could have substantial roles in shaping the microbiota within a household.
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Affiliation(s)
- Melissa Ly
- Department of Pathology, University of California, San Diego, 92093, USA
| | | | - Shira R Abeles
- Department of Medicine, University of California, San Diego, 92093, USA
| | | | - Jonathan Gao
- Department of Pathology, University of California, San Diego, 92093, USA
| | - Ivan C Chan
- Department of Pathology, University of California, San Diego, 92093, USA
| | | | - David T Pride
- Department of Pathology, University of California, San Diego, 92093, USA.
- Department of Medicine, University of California, San Diego, 92093, USA.
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24
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Abeles SR, Jones MB, Santiago-Rodriguez TM, Ly M, Klitgord N, Yooseph S, Nelson KE, Pride DT. Microbial diversity in individuals and their household contacts following typical antibiotic courses. Microbiome 2016; 4:39. [PMID: 27473422 PMCID: PMC4967329 DOI: 10.1186/s40168-016-0187-9] [Citation(s) in RCA: 88] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Accepted: 07/22/2016] [Indexed: 05/09/2023]
Abstract
BACKGROUND Antibiotics are a mainstay of treatment for bacterial infections worldwide, yet the effects of typical antibiotic prescriptions on human indigenous microbiota have not been thoroughly evaluated. We examined the effects of the two most commonly prescribed antibiotics (amoxicillin and azithromycin) in the USA to discern whether short-term antibiotic courses may have prolonged effects on human microbiota. RESULTS We sampled the feces, saliva, and skin specimens from a cohort of unrelated, cohabitating individuals over 6 months. An individual in each household was given an antibiotic, and the other a placebo to discern antibiotic impacts on microbiota, as well as determine whether antibiotic use might reshape the microbiota of each household. We observed household-specific patterns of microbiota on each body surface, which persevered despite antibiotic perturbations. While the gut microbiota within an individual became more dissimilar over time, there was no evidence that the use of antibiotics accelerated this process when compared to household members. There was a significant change in microbiota diversity in the gut and mouth in response to antibiotics, but analogous patterns were not observed on the skin. Those who received 7 days of amoxicillin generally had greater reductions in diversity compared to those who received 3 days, in contrast to those who received azithromycin. CONCLUSIONS As few as 3 days of treatment with the most commonly prescribed antibiotics can result in sustained reductions in microbiota diversity, which could have implications for the maintenance of human health and resilience to disease.
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Affiliation(s)
- Shira R Abeles
- Department of Medicine, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA
| | | | - Tasha M Santiago-Rodriguez
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA
| | - Melissa Ly
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA
| | | | - Shibu Yooseph
- Human Longevity, Inc., San Diego, CA, 92121, USA
- Genomic Medicine, J. Craig Venter Institute, La Jolla, CA, 92037, USA
| | - Karen E Nelson
- Human Longevity, Inc., San Diego, CA, 92121, USA
- Genomic Medicine, J. Craig Venter Institute, La Jolla, CA, 92037, USA
| | - David T Pride
- Department of Medicine, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
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25
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Hwang JH, Lyes M, Sladewski K, Enany S, McEachern E, Mathew DP, Das S, Moshensky A, Bapat S, Pride DT, Ongkeko WM, Crotty Alexander LE. Electronic cigarette inhalation alters innate immunity and airway cytokines while increasing the virulence of colonizing bacteria. J Mol Med (Berl) 2016; 94:667-79. [PMID: 26804311 DOI: 10.1007/s00109-016-1378-3] [Citation(s) in RCA: 183] [Impact Index Per Article: 22.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2015] [Revised: 11/27/2015] [Accepted: 12/07/2015] [Indexed: 01/28/2023]
Abstract
UNLABELLED Electronic (e)-cigarette use is rapidly rising, with 20 % of Americans ages 25-44 now using these drug delivery devices. E-cigarette users expose their airways, cells of host defense, and colonizing bacteria to e-cigarette vapor (EV). Here, we report that exposure of human epithelial cells at the air-liquid interface to fresh EV (vaped from an e-cigarette device) resulted in dose-dependent cell death. After exposure to EV, cells of host defense-epithelial cells, alveolar macrophages, and neutrophils-had reduced antimicrobial activity against Staphylococcus aureus (SA). Mouse inhalation of EV for 1 h daily for 4 weeks led to alterations in inflammatory markers within the airways and elevation of an acute phase reactant in serum. Upon exposure to e-cigarette vapor extract (EVE), airway colonizer SA had increased biofilm formation, adherence and invasion of epithelial cells, resistance to human antimicrobial peptide LL-37, and up-regulation of virulence genes. EVE-exposed SA were more virulent in a mouse model of pneumonia. These data suggest that e-cigarettes may be toxic to airway cells, suppress host defenses, and promote inflammation over time, while also promoting virulence of colonizing bacteria. KEY MESSAGE Acute exposure to e-cigarette vapor (EV) is cytotoxic to airway cells in vitro. Acute exposure to EV decreases macrophage and neutrophil antimicrobial function. Inhalation of EV alters immunomodulating cytokines in the airways of mice. Inhalation of EV leads to increased markers of inflammation in BAL and serum. Staphylococcus aureus become more virulent when exposed to EV.
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Affiliation(s)
- John H Hwang
- Pulmonary and Critical Care Section, VA San Diego Healthcare System, 3350 La Jolla Village Dr, MC 111J, San Diego, CA, 92161, USA
- Department of Medicine, Division of Pulmonary and Critical Care, University of California at San Diego (UCSD), La Jolla, CA, 92093, USA
| | - Matthew Lyes
- Pulmonary and Critical Care Section, VA San Diego Healthcare System, 3350 La Jolla Village Dr, MC 111J, San Diego, CA, 92161, USA
- Duke University School of Medicine, Durham, NC, USA
| | - Katherine Sladewski
- Pulmonary and Critical Care Section, VA San Diego Healthcare System, 3350 La Jolla Village Dr, MC 111J, San Diego, CA, 92161, USA
| | - Shymaa Enany
- Pulmonary and Critical Care Section, VA San Diego Healthcare System, 3350 La Jolla Village Dr, MC 111J, San Diego, CA, 92161, USA
- Microbiology and Immunology Department, Faculty of Pharmacy, Suez Canal University, Ismailia, Egypt
| | - Elisa McEachern
- Pulmonary and Critical Care Section, VA San Diego Healthcare System, 3350 La Jolla Village Dr, MC 111J, San Diego, CA, 92161, USA
- Weill Cornell Medical College, New York, NY, USA
| | - Denzil P Mathew
- Pulmonary and Critical Care Section, VA San Diego Healthcare System, 3350 La Jolla Village Dr, MC 111J, San Diego, CA, 92161, USA
| | - Soumita Das
- Departments of Pathology and Medicine, UCSD, La Jolla, CA, 92093, USA
| | - Alexander Moshensky
- Pulmonary and Critical Care Section, VA San Diego Healthcare System, 3350 La Jolla Village Dr, MC 111J, San Diego, CA, 92161, USA
| | - Sagar Bapat
- Salk Institute for Biological Studies, La Jolla, CA, 92037, USA
| | - David T Pride
- Departments of Pathology and Medicine, UCSD, La Jolla, CA, 92093, USA
| | - Weg M Ongkeko
- Division of Head and Neck Surgery, Department of Surgery, UCSD, La Jolla, CA, 92093, USA
| | - Laura E Crotty Alexander
- Pulmonary and Critical Care Section, VA San Diego Healthcare System, 3350 La Jolla Village Dr, MC 111J, San Diego, CA, 92161, USA.
- Department of Medicine, Division of Pulmonary and Critical Care, University of California at San Diego (UCSD), La Jolla, CA, 92093, USA.
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26
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Santiago-Rodriguez TM, Ly M, Daigneault MC, Brown IHL, McDonald JAK, Bonilla N, Vercoe EA, Pride DT. Chemostat culture systems support diverse bacteriophage communities from human feces. Microbiome 2015; 3:58. [PMID: 26549756 PMCID: PMC4638026 DOI: 10.1186/s40168-015-0124-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/28/2015] [Accepted: 10/27/2015] [Indexed: 06/05/2023]
Abstract
BACKGROUND Most human microbiota studies focus on bacteria inhabiting body surfaces, but these surfaces also are home to large populations of viruses. Many are bacteriophages, and their role in driving bacterial diversity is difficult to decipher without the use of in vitro ecosystems that can reproduce human microbial communities. RESULTS We used chemostat culture systems known to harbor diverse fecal bacteria to decipher whether these cultures also are home to phage communities. We found that there are vast viral communities inhabiting these ecosystems, with estimated concentrations similar to those found in human feces. The viral communities are composed entirely of bacteriophages and likely contain both temperate and lytic phages based on their similarities to other known phages. We examined the cultured phage communities at five separate time points over 24 days and found that they were highly individual-specific, suggesting that much of the subject-specificity found in human viromes also is captured by this culture-based system. A high proportion of the community membership is conserved over time, but the cultured communities maintain more similarity with other intra-subject cultures than they do to human feces. In four of the five subjects, estimated viral diversity between fecal and cultured communities was highly similar. CONCLUSIONS Because the diversity of phages in these cultured fecal communities have similarities to those found in humans, we believe these communities can serve as valuable ecosystems to help uncover the role of phages in human microbial communities.
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Affiliation(s)
- Tasha M Santiago-Rodriguez
- Department of Pathology, University of California, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA
| | - Melissa Ly
- Department of Pathology, University of California, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA
| | - Michelle C Daigneault
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
| | - Ian H L Brown
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
| | - Julie A K McDonald
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
| | - Natasha Bonilla
- Department of Biology, San Diego State University, San Diego, CA, USA
| | - Emma Allen Vercoe
- Department of Molecular and Cellular Biology, University of Guelph, Guelph, Ontario, Canada
| | - David T Pride
- Department of Pathology, University of California, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
- Department of Medicine, University of California, San Diego, CA, USA.
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27
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Abeles SR, Ly M, Santiago-Rodriguez TM, Pride DT. Effects of Long Term Antibiotic Therapy on Human Oral and Fecal Viromes. PLoS One 2015; 10:e0134941. [PMID: 26309137 PMCID: PMC4550281 DOI: 10.1371/journal.pone.0134941] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2015] [Accepted: 07/15/2015] [Indexed: 12/23/2022] Open
Abstract
Viruses are integral members of the human microbiome. Many of the viruses comprising the human virome have been identified as bacteriophage, and little is known about how they respond to perturbations within the human ecosystem. The intimate association of phage with their cellular hosts suggests their communities may change in response to shifts in bacterial community membership. Alterations to human bacterial biota can result in human disease including a reduction in the host's resilience to pathogens. Here we report the ecology of oral and fecal viral communities and their responses to long-term antibiotic therapy in a cohort of human subjects. We found significant differences between the viral communities of each body site with a more heterogeneous fecal virus community compared with viruses in saliva. We measured the relative diversity of viruses, and found that the oral viromes were significantly more diverse than fecal viromes. There were characteristic changes in the membership of oral and fecal bacterial communities in response to antibiotics, but changes in fecal viral communities were less distinguishing. In the oral cavity, an abundance of papillomaviruses found in subjects on antibiotics suggests an association between antibiotics and papillomavirus production. Despite the abundance of papillomaviruses identified, in neither the oral nor the fecal viromes did antibiotic therapy have any significant impact upon overall viral diversity. There was, however, an apparent expansion of the reservoir of genes putatively involved in resistance to numerous classes of antibiotics in fecal viromes that was not paralleled in oral viromes. The emergence of antibiotic resistance in fecal viromes in response to long-term antibiotic therapy in humans suggests that viruses play an important role in the resilience of human microbial communities to antibiotic disturbances.
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Affiliation(s)
- Shira R. Abeles
- Department of Medicine, University of California, San Diego, La Jolla, CA, 92093, United States of America
| | - Melissa Ly
- Department of Pathology, University of California, San Diego, La Jolla, CA, 92093, United States of America
| | | | - David T. Pride
- Department of Medicine, University of California, San Diego, La Jolla, CA, 92093, United States of America
- Department of Pathology, University of California, San Diego, La Jolla, CA, 92093, United States of America
- * E-mail:
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28
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Santiago-Rodriguez TM, Naidu M, Abeles SR, Boehm TK, Ly M, Pride DT. Transcriptome analysis of bacteriophage communities in periodontal health and disease. BMC Genomics 2015; 16:549. [PMID: 26215258 PMCID: PMC4515923 DOI: 10.1186/s12864-015-1781-0] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2014] [Accepted: 07/15/2015] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The role of viruses as members of the human microbiome has gained broader attention with the discovery that human body surfaces are inhabited by sizeable viral communities. The majority of the viruses identified in these communities have been bacteriophages that predate upon cellular microbiota rather than the human host. Phages have the capacity to lyse their hosts or provide them with selective advantages through lysogenic conversion, which could help determine the structure of co-existing bacterial communities. Because conditions such as periodontitis are associated with altered bacterial biota, phage mediated perturbations of bacterial communities have been hypothesized to play a role in promoting periodontal disease. Oral phage communities also differ significantly between periodontal health and disease, but the gene expression of oral phage communities has not been previously examined. RESULTS Here, we provide the first report of gene expression profiles from the oral bacteriophage community using RNA sequencing, and find that oral phages are more highly expressed in subjects with relative periodontal health. While lysins were highly expressed, the high proportion of integrases expressed suggests that prophages may account for a considerable proportion of oral phage gene expression. Many of the transcriptome reads matched phages found in the oral cavities of the subjects studied, indicating that phages may account for a substantial proportion of oral gene expression. Reads homologous to siphoviruses that infect Firmicutes were amongst the most prevalent transcriptome reads identified in both periodontal health and disease. Some genes from the phage lytic module were significantly more highly expressed in subjects with periodontal disease, suggesting that periodontitis may favor the expression of some lytic phages. CONCLUSIONS As we explore the contributions of viruses to the human microbiome, the data presented here suggest varying expression of bacteriophage communities in oral health and disease.
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Affiliation(s)
- Tasha M Santiago-Rodriguez
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Mayuri Naidu
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Shira R Abeles
- Department of Medicine, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Tobias K Boehm
- College of Dental Medicine, Western University of Health Sciences, Pomona, CA, USA.
| | - Melissa Ly
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - David T Pride
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
- Department of Medicine, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
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Lum AG, Ly M, Santiago-Rodriguez TM, Naidu M, Boehm TK, Pride DT. Global transcription of CRISPR loci in the human oral cavity. BMC Genomics 2015; 16:401. [PMID: 25994215 PMCID: PMC4438527 DOI: 10.1186/s12864-015-1615-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2014] [Accepted: 05/05/2015] [Indexed: 12/26/2022] Open
Abstract
Background Clustered Regularly Interspaced Short Palindromic Repeats (CRISPRs) are active in acquired resistance against bacteriophage and plasmids in a number of environments. In the human mouth, CRISPR loci evolve to counteract oral phage, but the expression of these CRISPR loci has not previously been investigated. We sequenced cDNA from CRISPR loci found in numerous different oral bacteria and compared with oral phage communities to determine whether the transcription of CRISPR loci is specifically targeted towards highly abundant phage present in the oral environment. Results We found that of the 529,027 CRISPR spacer groups studied, 88 % could be identified in transcripts, indicating that the vast majority of CRISPR loci in the oral cavity were transcribed. There were no strong associations between CRISPR spacer repertoires and oral health status or nucleic acid type. We also compared CRISPR repertoires with oral bacteriophage communities, and found that there was no significant association between CRISPR transcripts and oral phage, regardless of the CRISPR type being evaluated. We characterized highly expressed CRISPR spacers and found that they were no more likely than other spacers to match oral phage. By reassembling the CRISPR-bearing reads into longer CRISPR loci, we found that the majority of the loci did not have spacers matching viruses found in the oral cavities of the subjects studied. For some CRISPR types, loci containing spacers matching oral phage were significantly more likely to have multiple spacers rather than a single spacer matching oral phage. Conclusions These data suggest that the transcription of oral CRISPR loci is relatively ubiquitous and that highly expressed CRISPR spacers do not necessarily target the most abundant oral phage. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1615-0) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Andrew G Lum
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Melissa Ly
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Tasha M Santiago-Rodriguez
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Mayuri Naidu
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
| | - Tobias K Boehm
- College of Dental Medicine, Western University of Health Sciences, 309 E Second Street, Pomona, CA, 91766, USA.
| | - David T Pride
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA. .,Department of Medicine, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA, 92093-0612, USA.
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Edlund A, Santiago-Rodriguez TM, Boehm TK, Pride DT. Bacteriophage and their potential roles in the human oral cavity. J Oral Microbiol 2015; 7:27423. [PMID: 25861745 PMCID: PMC4393417 DOI: 10.3402/jom.v7.27423] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2015] [Revised: 03/11/2015] [Accepted: 03/13/2015] [Indexed: 12/26/2022] Open
Abstract
The human oral cavity provides the perfect portal of entry for viruses and bacteria in the environment to access new hosts. Hence, the oral cavity is one of the most densely populated habitats of the human body containing some 6 billion bacteria and potentially 35 times that many viruses. The role of these viral communities remains unclear; however, many are bacteriophage that may have active roles in shaping the ecology of oral bacterial communities. Other implications for the presence of such vast oral phage communities include accelerating the molecular diversity of their bacterial hosts as both host and phage mutate to gain evolutionary advantages. Additional roles include the acquisitions of new gene functions through lysogenic conversions that may provide selective advantages to host bacteria in response to antibiotics or other types of disturbances, and protection of the human host from invading pathogens by binding to and preventing pathogens from crossing oral mucosal barriers. Recent evidence suggests that phage may be more involved in periodontal diseases than were previously thought, as their compositions in the subgingival crevice in moderate to severe periodontitis are known to be significantly altered. However, it is unclear to what extent they contribute to dysbiosis or the transition of the microbial community into a state promoting oral disease. Bacteriophage communities are distinct in saliva compared to sub- and supragingival areas, suggesting that different oral biogeographic niches have unique phage ecology shaping their bacterial biota. In this review, we summarize what is known about phage communities in the oral cavity, the possible contributions of phage in shaping oral bacterial ecology, and the risks to public health oral phage may pose through their potential to spread antibiotic resistance gene functions to close contacts.
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Affiliation(s)
- Anna Edlund
- Microbial and Environmental Genomics, J. Craig Venter Institute, La Jolla, CA, USA.,School of Dentistry, University of California, Los Angeles, CA, USA
| | | | - Tobias K Boehm
- Western University College of Dental Medicine, Pomona, CA, USA
| | - David T Pride
- Department of Pathology, University of California, San Diego, CA, USA.,Department of Medicine, University of California, San Diego, CA, USA;
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Santiago-Rodriguez TM, Naidu M, Jones MB, Ly M, Pride DT. Identification of staphylococcal phage with reduced transcription in human blood through transcriptome sequencing. Front Microbiol 2015; 6:216. [PMID: 26074882 PMCID: PMC4447126 DOI: 10.3389/fmicb.2015.00216] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Accepted: 03/03/2015] [Indexed: 12/29/2022] Open
Abstract
Many pathogenic bacteria have bacteriophage and other mobile genetic elements whose activity during human infections has not been evaluated. We investigated the gene expression patterns in human subjects with invasive Methicillin Resistant Staphylococcus aureus (MRSA) infections to determine the gene expression of bacteriophage and other mobile genetic elements. We developed an ex vivo technique that involved direct inoculation of blood from subjects with invasive bloodstream infections into culture media to reduce any potential laboratory adaptation. We compared ex vivo to in vitro profiles from 10 human subjects to determine MRSA gene expression in blood. Using RNA sequencing, we found that there were distinct and significant differences between ex vivo and in vitro MRSA gene expression profiles. Among the major differences between ex vivo and in vitro gene expression were virulence/disease/defense and mobile elements. While transposons were expressed at higher levels ex vivo, lysogenic bacteriophage had significantly higher in vitro expression. Five subjects had MRSA with bacteriophage that were inhibited by the presence of blood in the media, supporting that the lysogeny state was preferred in human blood. Some of the phage produced also had reduced infectivity, further supporting that phage were inhibited by blood. By comparing the gene expression cultured in media with and without the blood of patients, we gain insights into the specific adaptations made by MRSA and its bacteriophage to life in the human bloodstream.
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Affiliation(s)
| | - Mayuri Naidu
- Department of Pathology, University of California San Diego, CA, USA
| | | | - Melissa Ly
- Department of Pathology, University of California San Diego, CA, USA
| | - David T Pride
- Department of Pathology, University of California San Diego, CA, USA ; Department of Medicine, University of California San Diego, CA, USA
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Santiago-Rodriguez TM, Ly M, Bonilla N, Pride DT. The human urine virome in association with urinary tract infections. Front Microbiol 2015; 6:14. [PMID: 25667584 PMCID: PMC4304238 DOI: 10.3389/fmicb.2015.00014] [Citation(s) in RCA: 91] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2014] [Accepted: 01/06/2015] [Indexed: 01/21/2023] Open
Abstract
While once believed to represent a sterile environment, the human urinary tract harbors a unique cellular microbiota. We sought to determine whether the human urinary tract also is home to viral communities whose membership might reflect urinary tract health status. We recruited and sampled urine from 20 subjects, 10 subjects with urinary tract infections (UTIs) and 10 without UTIs, and found viral communities in the urine of each subject group. Most of the identifiable viruses were bacteriophage, but eukaryotic viruses also were identified in all subjects. We found reads from human papillomaviruses (HPVs) in 95% of the subjects studied, but none were found to be high-risk genotypes that are associated with cervical and rectal cancers. We verified the presence of some HPV genotypes by quantitative PCR. Some of the HPV genotypes identified were homologous to relatively novel and uncharacterized viruses that previously have been detected on skin in association with cancerous lesions, while others may be associated with anal and genital warts. On a community level, there was no association between the membership or diversity of viral communities based on urinary tract health status. While more data are still needed, detection of HPVs as members of the human urinary virome using viral metagenomics represents a non-invasive technique that could augment current screening techniques to detect low-risk HPVs in the genitourinary tracts of humans.
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Affiliation(s)
| | - Melissa Ly
- Department of Pathology, University of California, San Diego San Diego, CA, USA
| | - Natasha Bonilla
- Department of Biology, San Diego State University San Diego, CA, USA
| | - David T Pride
- Department of Pathology, University of California, San Diego San Diego, CA, USA ; Department of Medicine, University of California, San Diego San Diego, CA, USA
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Abstract
Viruses are dependent biological entities that interact with the genetic material of most cells on the planet, including the trillions within the human microbiome. Their tremendous diversity renders analysis of human viral communities ("viromes") to be highly complex. Because many of the viruses in humans are bacteriophage, their dynamic interactions with their cellular hosts add greatly to the complexities observed in examining human microbial ecosystems. We are only beginning to be able to study human viral communities on a large scale, mostly as a result of recent and continued advancements in sequencing and bioinformatic technologies. Bacteriophage community diversity in humans not only is inexorably linked to the diversity of their cellular hosts but also is due to their rapid evolution, horizontal gene transfers, and intimate interactions with host nucleic acids. There are vast numbers of observed viral genotypes on many body surfaces studied, including the oral, gastrointestinal, and respiratory tracts, and even in the human bloodstream, which previously was considered a purely sterile environment. The presence of viruses in blood suggests that virome members can traverse mucosal barriers, as indeed these communities are substantially altered when mucosal defenses are weakened. Perhaps the most interesting aspect of human viral communities is the extent to which they can carry gene functions involved in the pathogenesis of their hosts, particularly antibiotic resistance. Persons in close contact with each other have been shown to share a fraction of oral virobiota, which could potentially have important implications for the spread of antibiotic resistance to healthy individuals. Because viruses can have a large impact on ecosystem dynamics through mechanisms such as the transfers of beneficial gene functions or the lysis of certain populations of cellular hosts, they may have both beneficial and detrimental roles that affect human health, including improvements in microbial resilience to disturbances, immune evasion, maintenance of physiologic processes, and altering the microbial community in ways that promote or prevent pathogen colonization.
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Affiliation(s)
- Shira R Abeles
- Department of Medicine, University of California, San Diego, CA 92093, USA
| | - David T Pride
- Department of Medicine, University of California, San Diego, CA 92093, USA; Department of Pathology, University of California, San Diego, CA 92093, USA.
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Naidu M, Robles-Sikisaka R, Abeles SR, Boehm TK, Pride DT. Characterization of bacteriophage communities and CRISPR profiles from dental plaque. BMC Microbiol 2014; 14:175. [PMID: 24981669 PMCID: PMC4104742 DOI: 10.1186/1471-2180-14-175] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2013] [Accepted: 06/26/2014] [Indexed: 12/26/2022] Open
Abstract
Background Dental plaque is home to a diverse and complex community of bacteria, but has generally been believed to be inhabited by relatively few viruses. We sampled the saliva and dental plaque from 4 healthy human subjects to determine whether plaque was populated by viral communities, and whether there were differences in viral communities specific to subject or sample type. Results We found that the plaque was inhabited by a community of bacteriophage whose membership was mostly subject-specific. There was a significant proportion of viral homologues shared between plaque and salivary viromes within each subject, suggesting that some oral viruses were present in both sites. We also characterized Clustered Regularly Interspaced Short Palindromic Repeats (CRISPRs) in oral streptococci, as their profiles provide clues to the viruses that oral bacteria may be able to counteract. While there were some CRISPR spacers specific to each sample type, many more were shared across sites and were highly subject specific. Many CRISPR spacers matched viruses present in plaque, suggesting that the evolution of CRISPR loci may have been specific to plaque-derived viruses. Conclusions Our findings of subject specificity to both plaque-derived viruses and CRISPR profiles suggest that human viral ecology may be highly personalized.
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Affiliation(s)
| | | | | | | | - David T Pride
- Department of Pathology, University of California, San Diego, CA, USA.
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Robles-Sikisaka R, Naidu M, Ly M, Salzman J, Abeles SR, Boehm TK, Pride DT. Conservation of streptococcal CRISPRs on human skin and saliva. BMC Microbiol 2014; 14:146. [PMID: 24903519 PMCID: PMC4063239 DOI: 10.1186/1471-2180-14-146] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Accepted: 05/21/2014] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Clustered Regularly Interspaced Short Palindromic Repeats (CRISPRs) are utilized by bacteria to resist encounters with their viruses. Human body surfaces have numerous bacteria that harbor CRISPRs, and their content can provide clues as to the types and features of viruses they may have encountered. RESULTS We investigated the conservation of CRISPR content from streptococci on skin and saliva of human subjects over 8-weeks to determine whether similarities existed in the CRISPR spacer profiles and whether CRISPR spacers were a stable component of each biogeographic site. Most of the CRISPR sequences identified were unique, but a small proportion of spacers from the skin and saliva of each subject matched spacers derived from previously sequenced loci of S. thermophilus and other streptococci. There were significant proportions of CRISPR spacers conserved over the entire 8-week study period for all subjects, and salivary CRISPR spacers sampled in the mornings showed significantly higher levels of conservation than any other time of day. We also found substantial similarities in the spacer repertoires of the skin and saliva of each subject. Many skin-derived spacers matched salivary viruses, supporting that bacteria of the skin may encounter viruses with similar sequences to those found in the mouth. Despite the similarities between skin and salivary spacer repertoires, the variation present was distinct based on each subject and body site. CONCLUSIONS The conservation of CRISPR spacers in the saliva and the skin of human subjects over the time period studied suggests a relative conservation of the bacteria harboring them.
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Affiliation(s)
| | | | | | | | | | | | - David T Pride
- Department of Pathology, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA 92093-0612, USA.
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Pride DT, Salzman J, Relman DA. Comparisons of clustered regularly interspaced short palindromic repeats and viromes in human saliva reveal bacterial adaptations to salivary viruses. Environ Microbiol 2012; 14:2564-76. [PMID: 22583485 DOI: 10.1111/j.1462-2920.2012.02775.x] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Explorations of human microbiota have provided substantial insight into microbial community composition; however, little is known about interactions between various microbial components in human ecosystems. In response to the powerful impact of viral predation, bacteria have acquired potent defences, including an adaptive immune response based on the clustered regularly interspaced short palindromic repeats (CRISPRs)/Cas system. To improve our understanding of the interactions between bacteria and their viruses in humans, we analysed 13 977 streptococcal CRISPR sequences and compared them with 2 588 172 virome reads in the saliva of four human subjects over 17 months. We found a diverse array of viruses and CRISPR spacers, many of which were specific to each subject and time point. There were numerous viral sequences matching CRISPR spacers; these matches were highly specific for salivary viruses. We determined that spacers and viruses coexist at the same time, which suggests that streptococcal CRISPR/Cas systems are under constant pressure from salivary viruses. CRISPRs in some subjects were just as likely to match viral sequences from other subjects as they were to match viruses from the same subject. Because interactions between bacteria and viruses help to determine the structure of bacterial communities, CRISPR-virus analyses are likely to provide insight into the forces shaping the human microbiome.
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Affiliation(s)
- David T Pride
- Departments of Pathology and Medicine, University of California, San Diego, 9500 Gilman Drive, MC 0612, La Jolla, CA 92093-0612, USA.
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Pride DT, Salzman J, Haynes M, Rohwer F, Davis-Long C, White RA, Loomer P, Armitage GC, Relman DA. Evidence of a robust resident bacteriophage population revealed through analysis of the human salivary virome. ISME J 2011; 6:915-26. [PMID: 22158393 DOI: 10.1038/ismej.2011.169] [Citation(s) in RCA: 212] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Viruses are the most abundant known infectious agents on the planet and are significant drivers of diversity in a variety of ecosystems. Although there have been numerous studies of viral communities, few have focused on viruses within the indigenous human microbiota. We analyzed 2 267 695 virome reads from viral particles and compared them with 263 516 bacterial 16S rRNA gene sequences from the saliva of five healthy human subjects over a 2- to 3-month period, in order to improve our understanding of the role viruses have in the complex oral ecosystem. Our data reveal viral communities in human saliva dominated by bacteriophages whose constituents are temporally distinct. The preponderance of shared homologs between the salivary viral communities in two unrelated subjects in the same household suggests that environmental factors are determinants of community membership. When comparing salivary viromes to those from human stool and the respiratory tract, each group was distinct, further indicating that habitat is of substantial importance in shaping human viromes. Compared with coexisting bacteria, there was concordance among certain predicted host-virus pairings such as Veillonella and Streptococcus, whereas there was discordance among others such as Actinomyces. We identified 122 728 virulence factor homologs, suggesting that salivary viruses may serve as reservoirs for pathogenic gene function in the oral environment. That the vast majority of human oral viruses are bacteriophages whose putative gene function signifies some have a prominent role in lysogeny, suggests these viruses may have an important role in helping shape the microbial diversity in the human oral cavity.
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Affiliation(s)
- David T Pride
- Department of Pathology, University of California, San Diego, CA, USA.
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Pride DT, Sun CL, Salzman J, Rao N, Loomer P, Armitage GC, Banfield JF, Relman DA. Analysis of streptococcal CRISPRs from human saliva reveals substantial sequence diversity within and between subjects over time. Genome Res 2010; 21:126-36. [PMID: 21149389 DOI: 10.1101/gr.111732.110] [Citation(s) in RCA: 93] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Viruses may play an important role in the evolution of human microbial communities. Clustered regularly interspaced short palindromic repeats (CRISPRs) provide bacteria and archaea with adaptive immunity to previously encountered viruses. Little is known about CRISPR composition in members of human microbial communities, the relative rate of CRISPR locus change, or how CRISPR loci differ between the microbiota of different individuals. We collected saliva from four periodontally healthy human subjects over an 11- to 17-mo time period and analyzed CRISPR sequences with corresponding streptococcal repeats in order to improve our understanding of the predominant features of oral streptococcal adaptive immune repertoires. We analyzed a total of 6859 CRISPR bearing reads and 427,917 bacterial 16S rRNA gene sequences. We found a core (ranging from 7% to 22%) of shared CRISPR spacers that remained stable over time within each subject, but nearly a third of CRISPR spacers varied between time points. We document high spacer diversity within each subject, suggesting constant addition of new CRISPR spacers. No greater than 2% of CRISPR spacers were shared between subjects, suggesting that each individual was exposed to different virus populations. We detect changes in CRISPR spacer sequence diversity over time that may be attributable to locus diversification or to changes in streptococcal population structure, yet the composition of the populations within subjects remained relatively stable. The individual-specific and traceable character of CRISPR spacer complements could potentially open the way for expansion of the domain of personalized medicine to the oral microbiome, where lineages may be tracked as a function of health and other factors.
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Affiliation(s)
- David T Pride
- Department of Pathology, University of California, San Diego, La Jolla, California 92093, USA
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Pride DT, Schoenfeld T. Genome signature analysis of thermal virus metagenomes reveals Archaea and thermophilic signatures. BMC Genomics 2008; 9:420. [PMID: 18798991 PMCID: PMC2556352 DOI: 10.1186/1471-2164-9-420] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2008] [Accepted: 09/17/2008] [Indexed: 11/18/2022] Open
Abstract
Background Metagenomic analysis provides a rich source of biological information for otherwise intractable viral communities. However, study of viral metagenomes has been hampered by its nearly complete reliance on BLAST algorithms for identification of DNA sequences. We sought to develop algorithms for examination of viral metagenomes to identify the origin of sequences independent of BLAST algorithms. We chose viral metagenomes obtained from two hot springs, Bear Paw and Octopus, in Yellowstone National Park, as they represent simple microbial populations where comparatively large contigs were obtained. Thermal spring metagenomes have high proportions of sequences without significant Genbank homology, which has hampered identification of viruses and their linkage with hosts. To analyze each metagenome, we developed a method to classify DNA fragments using genome signature-based phylogenetic classification (GSPC), where metagenomic fragments are compared to a database of oligonucleotide signatures for all previously sequenced Bacteria, Archaea, and viruses. Results From both Bear Paw and Octopus hot springs, each assembled contig had more similarity to other metagenome contigs than to any sequenced microbial genome based on GSPC analysis, suggesting a genome signature common to each of these extreme environments. While viral metagenomes from Bear Paw and Octopus share some similarity, the genome signatures from each locale are largely unique. GSPC using a microbial database predicts most of the Octopus metagenome has archaeal signatures, while bacterial signatures predominate in Bear Paw; a finding consistent with those of Genbank BLAST. When using a viral database, the majority of the Octopus metagenome is predicted to belong to archaeal virus Families Globuloviridae and Fuselloviridae, while none of the Bear Paw metagenome is predicted to belong to archaeal viruses. As expected, when microbial and viral databases are combined, each of the Octopus and Bear Paw metagenomic contigs are predicted to belong to viruses rather than to any Bacteria or Archaea, consistent with the apparent viral origin of both metagenomes. Conclusion That BLAST searches identify no significant homologs for most metagenome contigs, while GSPC suggests their origin as archaeal viruses or bacteriophages, indicates GSPC provides a complementary approach in viral metagenomic analysis.
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Affiliation(s)
- David T Pride
- Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA.
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Allen SS, Evans W, Carlisle J, Hajizadeh R, Nadaf M, Shepherd BE, Pride DT, Johnson JE, Drake WP. Superoxide dismutase A antigens derived from molecular analysis of sarcoidosis granulomas elicit systemic Th-1 immune responses. Respir Res 2008; 9:36. [PMID: 18439270 PMCID: PMC2383887 DOI: 10.1186/1465-9921-9-36] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2007] [Accepted: 04/25/2008] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Sarcoidosis is an idiopathic granulomatous disease with pathologic and immunologic features similar to tuberculosis. Routine histologic staining and culture fail to identify infectious agents. An alternative means for investigating a role of infectious agents in human pathogenesis involves molecular analysis of pathologic tissues for microbial nucleic acids, as well as recognition of microbial antigens by the host immune system. Molecular analysis for superoxide dismutase A (sodA) allows speciation of mycobacteria. SodA is an abundantly secreted virulence factor that generates cellular immune responses in infected hosts. The purpose of this study is to investigate if target antigens of the sarcoidosis immune response can be identified by molecular analysis of sarcoidosis granulomas. METHODS We detected sodA amplicons in 12 of 17 sarcoidosis specimens, compared to 2 of 16 controls (p = 0.001, two-tailed Fisher's exact test), and 3 of 3 tuberculosis specimens (p = 0.54). Analysis of the amplicons revealed sequences identical to M. tuberculosis (MTB) complex, as well as sequences which were genetically divergent. Using peripheral blood mononuclear cells (PBMC) from 12 of the 17 sarcoidosis subjects, we performed enzyme-linked immunospot assay (ELISPOT) to assess for immune recognition of MTB sodA peptides, along with PBMC from 26 PPD- healthy volunteers, and 11 latent tuberculosis subjects. RESULTS Six of 12 sarcoidosis subjects recognized the sodA peptides, compared to one of 26 PPD- controls (p = 0.002), and 6/11 PPD+ subjects (p = .68). Overall, 10 of the 12 sarcoidosis subjects from whom we obtained PBMC and archival tissue possessed molecular or immunologic evidence for sodA. CONCLUSION Dual molecular and immunologic analysis increases the ability to find infectious antigens. The detection of Th-1 immune responses to sodA peptides derived from molecular analysis of sarcoidosis granulomas reveals that these are among the target antigens contributing to sarcoidosis granulomatous inflammation.
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Affiliation(s)
- Shannon S Allen
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Whitney Evans
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - James Carlisle
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Rana Hajizadeh
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Michele Nadaf
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Bryan E Shepherd
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - David T Pride
- Department of Medicine, Division of Infectious Diseases, Stanford School of Medicine, Palo Alto, CA, USA
| | - Joyce E Johnson
- Department of Pathology, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Wonder P Drake
- Department of Medicine, Division of Infectious Diseases, Vanderbilt University School of Medicine, Nashville, TN, USA
- Department of Microbiology and Immunology, Vanderbilt University School of Medicine, Nashville, TN, USA
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Abstract
AIM To identify the bacterial flora in conditions such as Barrettos esophagus and reflux esophagitis to determine if they are similar to normal esophageal flora. METHODS Using broad-range 16S rDNA PCR, esophageal biopsies were examined from 24 patients [9 with normal esophageal mucosa, 12 with gastroesophageal reflux disease (GERD), and 3 with Barrettos esophagus]. Two separate broad-range PCR reactions were performed for each patient, and the resulting products were cloned. In one patient with Barrettos esophagus, 99 PCR clones were analyzed. RESULTS Two separate clones were recovered from each patient (total = 48), representing 24 different species, with 14 species homologous to known bacteria, 5 homologous to unidentified bacteria, and 5 were not homologous (<97% identity) to any known bacterial 16S rDNA sequences. Seventeen species were found in the reflux esophagitis patients, 5 in the Barrettos esophagus patients, and 10 in normal esophagus patients. Further analysis concentrating on a single biopsy from an individual with Barrettos esophagus revealed the presence of 21 distinct bacterial species. Members of four phyla were represented, including Bacteroidetes, Firmicutes, Proteobacteria, and Actinobacteria. Microscopic examination of each biopsy demonstrated bacteria in intimate association with the distal esophageal epithelium, suggesting that the presence of these bacteria is not transitory. CONCLUSION These findings provide evidence for a complex, residential bacterial population in esophageal reflux-related disorders. While much of this biota is present in the normal esophagus, more detailed comparisons may help identify potential disease associations.
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Affiliation(s)
- Zhiheng Pei
- Department of Pathology, New York University School of Medicine, New York, NY 10016, USA.
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Pride DT, Wassenaar TM, Ghose C, Blaser MJ. Evidence of host-virus co-evolution in tetranucleotide usage patterns of bacteriophages and eukaryotic viruses. BMC Genomics 2006; 7:8. [PMID: 16417644 PMCID: PMC1360066 DOI: 10.1186/1471-2164-7-8] [Citation(s) in RCA: 94] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2005] [Accepted: 01/18/2006] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Virus taxonomy is based on morphologic characteristics, as there are no widely used non-phenotypic measures for comparison among virus families. We examined whether there is phylogenetic signal in virus nucleotide usage patterns that can be used to determine ancestral relationships. The well-studied model of tail morphology in bacteriophage classification was used for comparison with nucleotide usage patterns. Tetranucleotide usage deviation (TUD) patterns were chosen since they have previously been shown to contain phylogenetic signal similar to that of 16S rRNA. RESULTS We found that bacteriophages have unique TUD patterns, representing genomic signatures that are relatively conserved among those with similar host range. Analysis of TUD-based phylogeny indicates that host influences are important in bacteriophage evolution, and phylogenies containing both phages and their hosts support their co-evolution. TUD-based phylogeny of eukaryotic viruses indicates that they cluster largely based on nucleic acid type and genome size. Similarities between eukaryotic virus phylogenies based on TUD and gene content substantiate the TUD methodology. CONCLUSION Differences between phenotypic and TUD analysis may provide clues to virus ancestry not previously inferred. As such, TUD analysis provides a complementary approach to morphology-based systems in analysis of virus evolution.
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Affiliation(s)
- David T Pride
- Department of Medicine, Division of Infectious Diseases And Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Trudy M Wassenaar
- Molecular Microbiology and Genomics Consultants, Zotzenheim, Germany
| | - Chandrabali Ghose
- Department of Medicine, Division of Infectious Diseases, Harvard Medical School, Boston, MA, USA
| | - Martin J Blaser
- Departments of Medicine and Microbiology, New York University School of Medicine and VA Medical Center, New York, NY4, USA
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Abstract
We compared nucleotide usage pattern conservation for related prokaryotes by examining the representation of DNA tetranucleotide combinations in 27 representative microbial genomes. For each of the organisms studied, tetranucleotide usage departures from expectations (TUD) were shared between related organisms using both Markov chain analysis and a zero-order Markov method. Individual strains, multiple chromosomes, plasmids, and bacteriophages share TUDs within a species. TUDs varied between coding and noncoding DNA. Grouping prokaryotes based on TUD profiles resulted in relationships with important differences from those based on 16S rRNA phylogenies, which may reflect unequal rates of evolution of nucleotide usage patterns following divergence of particular organisms from a common ancestor. By both symmetrical tree distance and likelihood analysis, phylogenetic trees based on TUD profiles demonstrate a level of congruence with 16S rRNA trees similar to that of both RpoA and RecA trees. Congruence of these trees indicates that there exists phylogenetic signal in TUD patterns, most prominent in coding region DNA. Because relationships demonstrated in TUD-based analyses utilize whole genomes, they should be considered complementary to phylogenies based on single genetic elements, such as 16S rRNA.
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MESH Headings
- Chromosome Mapping/methods
- Chromosome Mapping/statistics & numerical data
- Chromosomes, Archaeal/genetics
- Chromosomes, Bacterial/genetics
- Cluster Analysis
- DNA, Archaeal/genetics
- DNA, Bacterial/genetics
- Gene Transfer, Horizontal/genetics
- Genome, Archaeal
- Genome, Bacterial
- Gram-Negative Bacteria/genetics
- Gram-Positive Bacteria/genetics
- Microsatellite Repeats/genetics
- Phylogeny
- Plasmids/genetics
- RNA, Archaeal/genetics
- RNA, Bacterial/genetics
- RNA, Ribosomal, 16S/genetics
- Spirochaeta/genetics
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Affiliation(s)
- David T Pride
- Department of Microbiology and Immunology, Vanderbilt University, Nashville, Tennessee 37235, USA.
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Ghose C, Perez-Perez GI, Dominguez-Bello MG, Pride DT, Bravi CM, Blaser MJ. East Asian genotypes of Helicobacter pylori strains in Amerindians provide evidence for its ancient human carriage. Proc Natl Acad Sci U S A 2002; 99:15107-11. [PMID: 12417749 PMCID: PMC137551 DOI: 10.1073/pnas.242574599] [Citation(s) in RCA: 88] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2002] [Accepted: 09/23/2002] [Indexed: 01/03/2023] Open
Abstract
Phylogenies of indigenous microbes have been used as surrogates for the origins of the hosts that carry them. Conversely, polymorphisms may be used to date the spread of a microbial species when information about their host populations is available. Therefore, we examined polymorphisms in Helicobacter pylori, which persistently colonize the human stomach, to test the hypothesis that they have been ancient inhabitants of humans. Three H. pylori loci that previously have been shown to have phylogeographic affinity have been analyzed for two populations with different ethnic origins from Venezuela. In a group of Amerindian subjects from Amazonia, East Asian H. pylori genotypes were present for each of the loci examined but were absent in a mestizo population from Caracas. These findings provide evidence that H. pylori has been present in humans at least since ancestors of Amerindians migrated from Asia more than 11,000 years ago.
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Affiliation(s)
- Chandrabali Ghose
- Department of Microbiology, New York University School of Medicine, New York, NY 10016, USA
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Abstract
We performed polymerase chain reaction analysis, for Mycobacterium species 16S rRNA, rpoB, and IS6110 sequences, on 25 tissue specimens from patients with sarcoidosis and on 25 control tissue specimens consisting of mediastinal or cervical lymph nodes and lung biopsies. Mycobacterium species 16S rRNA sequences were amplified from 12 (48%) rpoB sequences and from 6 (24%) of the sarcoidosis specimens. In total, 16S rRNA or rpoB sequences were amplified from 15 sarcoidosis specimens (60%) but were not detected in any of the control tissues (p=0.00002, chi square). In three specimens, the sequences resembled Mycobacterium species other than M. tuberculosis. All specimens with sequences consistent with M. tuberculosis were negative for IS6110. We provide evidence that one of a variety of Mycobacterium species, especially organisms resembling M. tuberculosis, is found in most patients with sarcoidosis.
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Affiliation(s)
- Wonder Puryear Drake
- Vanderbilt University School of Medicine and Veteran Affairs Medical Center, Nashville, Tennessee 37232, USA.
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Pride DT, Blaser MJ. Identification of Horizontally Acquired Genetic Elements in Helicobacter pylori and Other Prokaryotes Using Oligonucleotide Difference Analysis. ACTA ACUST UNITED AC 2002. [DOI: 10.1166/gl.2002.003] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Abstract
The Helicobacter pylori genome includes a family of outer membrane proteins (OMPs) with substantial N and C-terminal identity. To better understand their evolution, the nucleotide sequences for two members, babA and babB, were determined from a worldwide group of 23 strains. The geographic origin of each strain was found to be the major determinant of phylogenetic structure, with strains of Eastern and Western origin showing greatest divergence. For strains 96-10 (Japan) and 96-74 (USA), the 5' regions of babB are replaced with babA sequences, demonstrating that recombination occurs between the two loci. babA and babB have nearly equivalent variation in nucleotide and amino acid identity, and frequencies of synonymous and non-synonymous substitutions. Both genes have segmental conservation but within the 3' segment, substitution patterns are nearly identical. Although babA and babB 5' and midregion segment phylogenies show strong interstrain similarity, the 3' segments show strong intrastrain similarity, indicative of concerted evolution. Within these 3' segments, the lower intrastrain than interstrain frequencies of nucleotide substitutions, which are below mean background H. pylori substitution frequencies, indicate selection against intrastrain diversification. Since babA/babB gene conversions likely underlie the concerted evolution of the 3' segments, in an experimental system, we demonstrate that gene conversions can frequently (10(-3)) occur in H. pylori. That these events are recA-dependent and DNase-resistant indicates their likely cause is intragenomic recombination.
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Affiliation(s)
- David T Pride
- Department of Microbiology and Immunology, Vanderbilt University, Nashville, TN, USA.
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Abstract
Helicobacter pylori strains show both geographic and disease-associated allelic variation. We investigated the diversity present in two genes, babA and babB, which are members of a paralogous family of outer membrane proteins. Eleven family members within a single H. pylori strain, predicted to encode proteins with substantial N- and C-terminal similarity to each other, were classified as babA paralogues. In their central regions, most are less than 54% related to one another. Examining the babA and babB central regions in 42 H. pylori strains from different geographic locales, we identified five different allele groups of babA (AD1 to AD5) and three different allele groups of babB (BD1 to BD3). Phylogenetic analysis revealed that the allelic groupings of babA and babB are independent of one another and that, for both, geographic variation is present. Analysis of synonymous and nonsynonymous substitutions in these regions showed that babA is more diverse, implying an earlier origin than that of the same region of babB, but that the babA diversity region may have more functional constraints. Although recombination has been central to the evolution of both genes, with babA and babB showing low mean compatibility scores and homoplasy ratios of 0.71 and 0.67, respectively, recombination is not sufficient to obscure evidence of clonal descent. Despite the involvement of babA in binding to the host blood group antigen Lewis B, neither the presence of different babA allele groups nor that of different babB allele groups is a determining factor in Lewis B binding of H. pylori strains.
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Affiliation(s)
- D T Pride
- Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine and VA Medical Center, Nashville, Tennessee, USA.
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