1
|
Itarte M, Calvo M, Martínez-Frago L, Mejías-Molina C, Martínez-Puchol S, Girones R, Medema G, Bofill-Mas S, Rusiñol M. Assessing environmental exposure to viruses in wastewater treatment plant and swine farm scenarios with next-generation sequencing and occupational risk approaches. Int J Hyg Environ Health 2024; 259:114360. [PMID: 38555823 DOI: 10.1016/j.ijheh.2024.114360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Revised: 02/21/2024] [Accepted: 03/18/2024] [Indexed: 04/02/2024]
Abstract
Occupational exposure to pathogens can pose health risks. This study investigates the viral exposure of workers in a wastewater treatment plant (WWTP) and a swine farm by analyzing aerosol and surfaces samples. Viral contamination was evaluated using quantitative polymerase chain reaction (qPCR) assays, and target enrichment sequencing (TES) was performed to identify the vertebrate viruses to which workers might be exposed. Additionally, Quantitative Microbial Risk Assessment (QMRA) was conducted to estimate the occupational risk associated with viral exposure for WWTP workers, choosing Human Adenovirus (HAdV) as the reference pathogen. In the swine farm, QMRA was performed as an extrapolation, considering a hypothetical zoonotic virus with characteristics similar to Porcine Adenovirus (PAdV). The modelled exposure routes included aerosol inhalation and oral ingestion through contaminated surfaces and hand-to-mouth contact. HAdV and PAdV were widespread viruses in the WWTP and the swine farm, respectively, by qPCR assays. TES identified human and other vertebrate viruses WWTP samples, including viruses from families such as Adenoviridae, Circoviridae, Orthoherpesviridae, Papillomaviridae, and Parvoviridae. In the swine farm, most of the identified vertebrate viruses were porcine viruses belonging to Adenoviridae, Astroviridae, Circoviridae, Herpesviridae, Papillomaviridae, Parvoviridae, Picornaviridae, and Retroviridae. QMRA analysis revealed noteworthy risks of viral infections for WWTP workers if safety measures are not taken. The probability of illness due to HAdV inhalation was higher in summer compared to winter, while the greatest risk from oral ingestion was observed in workspaces during winter. Swine farm QMRA simulation suggested a potential occupational risk in the case of exposure to a hypothetical zoonotic virus. This study provides valuable insights into WWTP and swine farm worker's occupational exposure to human and other vertebrate viruses. QMRA and NGS analyses conducted in this study will assist managers in making evidence-based decisions, facilitating the implementation of protection measures, and risk mitigation practices for workers.
Collapse
Affiliation(s)
- Marta Itarte
- Laboratory of Viruses Contaminants of Water and Food, Secció de Microbiologia, Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain; Institut de Recerca de l'Aigua (IdRA), Universitat de Barcelona (UB), Barcelona, Spain.
| | - Miquel Calvo
- Secció d'Estadística, Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain
| | - Lola Martínez-Frago
- Laboratory of Viruses Contaminants of Water and Food, Secció de Microbiologia, Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain
| | - Cristina Mejías-Molina
- Laboratory of Viruses Contaminants of Water and Food, Secció de Microbiologia, Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain; Institut de Recerca de l'Aigua (IdRA), Universitat de Barcelona (UB), Barcelona, Spain
| | - Sandra Martínez-Puchol
- Laboratory of Viruses Contaminants of Water and Food, Secció de Microbiologia, Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain
| | - Rosina Girones
- Laboratory of Viruses Contaminants of Water and Food, Secció de Microbiologia, Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain; Institut de Recerca de l'Aigua (IdRA), Universitat de Barcelona (UB), Barcelona, Spain
| | | | - Sílvia Bofill-Mas
- Laboratory of Viruses Contaminants of Water and Food, Secció de Microbiologia, Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain; Institut de Recerca de l'Aigua (IdRA), Universitat de Barcelona (UB), Barcelona, Spain
| | - Marta Rusiñol
- Laboratory of Viruses Contaminants of Water and Food, Secció de Microbiologia, Departament de Genètica, Microbiologia i Estadística, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona, Spain; Institut de Recerca de l'Aigua (IdRA), Universitat de Barcelona (UB), Barcelona, Spain
| |
Collapse
|
2
|
Zinter MS, Dvorak CC, Mayday MY, Reyes G, Simon MR, Pearce EM, Kim H, Shaw PJ, Rowan CM, Auletta JJ, Martin PL, Godder K, Duncan CN, Lalefar NR, Kreml EM, Hume JR, Abdel-Azim H, Hurley C, Cuvelier GDE, Keating AK, Qayed M, Killinger JS, Fitzgerald JC, Hanna R, Mahadeo KM, Quigg TC, Satwani P, Castillo P, Gertz SJ, Moore TB, Hanisch B, Abdel-Mageed A, Phelan R, Davis DB, Hudspeth MP, Yanik GA, Pulsipher MA, Sulaiman I, Segal LN, Versluys BA, Lindemans CA, Boelens JJ, DeRisi JL. Pathobiological signatures of dysbiotic lung injury in pediatric patients undergoing stem cell transplantation. Nat Med 2024:10.1038/s41591-024-02999-4. [PMID: 38783139 DOI: 10.1038/s41591-024-02999-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 04/12/2024] [Indexed: 05/25/2024]
Abstract
Hematopoietic cell transplantation (HCT) uses cytotoxic chemotherapy and/or radiation followed by intravenous infusion of stem cells to cure malignancies, bone marrow failure and inborn errors of immunity, hemoglobin and metabolism. Lung injury is a known complication of the process, due in part to disruption in the pulmonary microenvironment by insults such as infection, alloreactive inflammation and cellular toxicity. How microorganisms, immunity and the respiratory epithelium interact to contribute to lung injury is uncertain, limiting the development of prevention and treatment strategies. Here we used 278 bronchoalveolar lavage (BAL) fluid samples to study the lung microenvironment in 229 pediatric patients who have undergone HCT treated at 32 children's hospitals between 2014 and 2022. By leveraging paired microbiome and human gene expression data, we identified high-risk BAL compositions associated with in-hospital mortality (P = 0.007). Disadvantageous profiles included bacterial overgrowth with neutrophilic inflammation, microbiome contraction with epithelial fibroproliferation and profound commensal depletion with viral and staphylococcal enrichment, lymphocytic activation and cellular injury, and were replicated in an independent cohort from the Netherlands (P = 0.022). In addition, a broad array of previously occult pathogens was identified, as well as a strong link between antibiotic exposure, commensal bacterial depletion and enrichment of viruses and fungi. Together these lung-immune system-microorganism interactions clarify the important drivers of fatal lung injury in pediatric patients who have undergone HCT. Further investigation is needed to determine how personalized interpretation of heterogeneous pulmonary microenvironments may be used to improve pediatric HCT outcomes.
Collapse
Affiliation(s)
- Matt S Zinter
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA.
- Division of Allergy, Immunology, and Bone Marrow Transplantation, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA.
| | - Christopher C Dvorak
- Division of Allergy, Immunology, and Bone Marrow Transplantation, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Madeline Y Mayday
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
- Departments of Laboratory Medicine and Pathology, Yale School of Medicine, New Haven, CT, USA
| | - Gustavo Reyes
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Miriam R Simon
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Emma M Pearce
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Hanna Kim
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Peter J Shaw
- The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Courtney M Rowan
- Department of Pediatrics, Division of Critical Care Medicine, Indiana University, Indianapolis, IN, USA
| | - Jeffrey J Auletta
- Hematology/Oncology/BMT and Infectious Diseases, Nationwide Children's Hospital, Columbus, OH, USA
- Center for International Blood and Marrow Transplant Research, National Marrow Donor Program/Be The Match, Minneapolis, MN, USA
| | - Paul L Martin
- Division of Pediatric and Cellular Therapy, Duke University Medical Center, Durham, NC, USA
| | - Kamar Godder
- Cancer and Blood Disorders Center, Nicklaus Children's Hospital, Miami, FL, USA
| | - Christine N Duncan
- Division of Pediatric Oncology Harvard Medical School Department of Pediatrics, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Nahal R Lalefar
- Division of Pediatric Hematology/Oncology, Benioff Children's Hospital Oakland, University of California, San Francisco, Oakland, CA, USA
| | - Erin M Kreml
- Department of Child Health, Division of Critical Care Medicine, University of Arizona, Phoenix, AZ, USA
| | - Janet R Hume
- Department of Pediatrics, Division of Critical Care Medicine, University of Minnesota, Minneapolis, MN, USA
| | - Hisham Abdel-Azim
- Department of Pediatrics, Division of Hematology/Oncology and Transplant and Cell Therapy, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Loma Linda University School of Medicine, Cancer Center, Children Hospital and Medical Center, Loma Linda, CA, USA
| | - Caitlin Hurley
- Department of Pediatric Medicine, Division of Critical Care, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Geoffrey D E Cuvelier
- CancerCare Manitoba, Manitoba Blood and Marrow Transplant Program, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Amy K Keating
- Division of Pediatric Oncology Harvard Medical School Department of Pediatrics, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
- Center for Cancer and Blood Disorders, Children's Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Muna Qayed
- Aflac Cancer & Blood Disorders Center, Children's Healthcare of Atlanta and Emory University, Atlanta, GA, USA
| | - James S Killinger
- Department of Pediatrics, Division of Pediatric Critical Care, Weill Cornell Medicine, New York, NY, USA
| | - Julie C Fitzgerald
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Rabi Hanna
- Department of Pediatric Hematology, Oncology and Blood and Marrow Transplantation, Pediatric Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Kris M Mahadeo
- Division of Pediatric and Cellular Therapy, Duke University Medical Center, Durham, NC, USA
- Department of Pediatrics, Division of Hematology/Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | - Troy C Quigg
- Pediatric Blood and Marrow Transplantation Program, Texas Transplant Institute, Methodist Children's Hospital, San Antonio, TX, USA
- Section of Pediatric BMT and Cellular Therapy, Helen DeVos Children's Hospital, Grand Rapids, MI, USA
| | - Prakash Satwani
- Department of Pediatrics, Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, Columbia University, New York, NY, USA
| | - Paul Castillo
- UF Health Shands Children's Hospital, University of Florida, Gainesville, FL, USA
| | - Shira J Gertz
- Department of Pediatrics, Division of Critical Care Medicine, Joseph M Sanzari Children's Hospital at Hackensack University Medical Center, Hackensack, NJ, USA
- Department of Pediatrics, Division of Critical Care Medicine, St. Barnabas Medical Center, Livingston, NJ, USA
| | - Theodore B Moore
- Department of Pediatric Hematology-Oncology, Mattel Children's Hospital, University of California, Los Angeles, Los Angeles, CA, USA
| | - Benjamin Hanisch
- Department of Pediatrics, Division of Infectious Diseases, Children's National Hospital, Washington DC, USA
| | - Aly Abdel-Mageed
- Section of Pediatric BMT and Cellular Therapy, Helen DeVos Children's Hospital, Grand Rapids, MI, USA
| | - Rachel Phelan
- Department of Pediatrics, Division of Pediatric Hematology/Oncology/BMT, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Dereck B Davis
- Department of Pediatrics, Hematology/Oncology, University of Mississippi Medical Center, Jackson, MS, USA
| | - Michelle P Hudspeth
- Adult and Pediatric Blood & Marrow Transplantation, Pediatric Hematology/Oncology, Medical University of South Carolina Children's Hospital/Hollings Cancer Center, Charleston, SC, USA
| | - Greg A Yanik
- Pediatric Blood and Bone Marrow Transplantation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Michael A Pulsipher
- Division of Hematology, Oncology, Transplantation, and Immunology, Primary Children's Hospital, Huntsman Cancer Institute, Spense Fox Eccles School of Medicine at the University of Utah, Salt Lake City, UT, USA
| | - Imran Sulaiman
- Department of Respiratory Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York University Langone Health, New York, NY, USA
| | - Leopoldo N Segal
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York University Langone Health, New York, NY, USA
| | - Birgitta A Versluys
- Department of Stem Cell Transplantation, Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Division of Pediatrics, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Caroline A Lindemans
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York University Langone Health, New York, NY, USA
- Department of Stem Cell Transplantation, Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Jaap J Boelens
- Department of Stem Cell Transplantation, Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Division of Pediatrics, University Medical Center Utrecht, Utrecht, the Netherlands
- Transplantation and Cellular Therapy, MSK Kids, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph L DeRisi
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| |
Collapse
|
3
|
Kantor RS, Jiang M. Considerations and Opportunities for Probe Capture Enrichment Sequencing of Emerging Viruses from Wastewater. ENVIRONMENTAL SCIENCE & TECHNOLOGY 2024; 58:8161-8168. [PMID: 38691513 PMCID: PMC11097388 DOI: 10.1021/acs.est.4c02638] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 04/24/2024] [Accepted: 04/24/2024] [Indexed: 05/03/2024]
Abstract
Until recently, wastewater-based monitoring for pathogens of public health concern primarily used PCR-based quantification methods and targeted sequencing for specific pathogens (e.g., SARS-CoV-2). In the past three years, researchers have expanded sequencing to monitor a broad range of pathogens, applying probe capture enrichment to wastewater. The goals of those studies included (1) monitoring and expanding fundamental knowledge of disease dynamics for known pathogens and (2) evaluating the potential for early detection of emerging diseases resulting from zoonotic spillover or novel viral variants. Several studies using off-the-shelf probe panels designed for clinical and environmental surveillance reported that enrichment increased virus relative abundance but did not recover complete genomes for most nonenteric viruses. Based on our experience and recent results reported by others using these panels for wastewater, clinical, and synthetic samples, we discuss challenges and technical factors that affect the rates of false positive and false negative results. We identify trade-offs and opportunities throughout the workflow, including in wastewater sample processing, probe panel design, and bioinformatic analysis. We suggest tailored methods of virus concentration and background removal, carefully designed probe panels, and multithresholded bioinformatics analysis.
Collapse
Affiliation(s)
- Rose S. Kantor
- Department of Civil and Environmental
Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| | - Minxi Jiang
- Department of Civil and Environmental
Engineering, University of California, Berkeley, Berkeley, California 94720, United States
| |
Collapse
|
4
|
Martyn C, Hayes BM, Lauko D, Midthun E, Castaneda G, Bosco-Lauth A, Salkeld DJ, Kistler A, Pollard KS, Chou S. Metatranscriptomic investigation of single Ixodes pacificus ticks reveals diverse microbes, viruses, and novel mRNA-like endogenous viral elements. mSystems 2024:e0032124. [PMID: 38742892 DOI: 10.1128/msystems.00321-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Accepted: 03/27/2024] [Indexed: 05/16/2024] Open
Abstract
Ticks are increasingly important vectors of human and agricultural diseases. While many studies have focused on tick-borne bacteria, far less is known about tick-associated viruses and their roles in public health or tick physiology. To address this, we investigated patterns of bacterial and viral communities across two field populations of western black-legged ticks (Ixodes pacificus). Through metatranscriptomic analysis of 100 individual ticks, we quantified taxon prevalence, abundance, and co-occurrence with other members of the tick microbiome. In addition to commonly found tick-associated microbes, we assembled 11 novel RNA virus genomes from Rhabdoviridae, Chuviridae, Picornaviridae, Phenuiviridae, Reoviridae, Solemovidiae, Narnaviridae and two highly divergent RNA virus genomes lacking sequence similarity to any known viral families. We experimentally verified the presence of these in I. pacificus ticks across several life stages. We also unexpectedly identified numerous virus-like transcripts that are likely encoded by tick genomic DNA, and which are distinct from known endogenous viral element-mediated immunity pathways in invertebrates. Taken together, our work reveals that I. pacificus ticks carry a greater diversity of viruses than previously appreciated, in some cases resulting in evolutionarily acquired virus-like transcripts. Our findings highlight how pervasive and intimate tick-virus interactions are, with major implications for both the fundamental biology and vectorial capacity of I. pacificus ticks. IMPORTANCE Ticks are increasingly important vectors of disease, particularly in the United States where expanding tick ranges and intrusion into previously wild areas has resulted in increasing human exposure to ticks. Emerging human pathogens have been identified in ticks at an increasing rate, and yet little is known about the full community of microbes circulating in various tick species, a crucial first step to understanding how they interact with each and their tick host, as well as their ability to cause disease in humans. We investigated the bacterial and viral communities of the Western blacklegged tick in California and found 11 previously uncharacterized viruses circulating in this population.
Collapse
Affiliation(s)
- Calla Martyn
- Department of Biochemistry & Biophysics, University of California-San Francisco, San Francisco, California, USA
- Gladstone Institute of Data Science & Biotechnology, San Francisco, California, USA
| | - Beth M Hayes
- Department of Biochemistry & Biophysics, University of California-San Francisco, San Francisco, California, USA
- One Health Institute, Colorado State University-Fort Collins, Fort Collins, Colorado, USA
| | - Domokos Lauko
- Department of Biochemistry & Biophysics, University of California-San Francisco, San Francisco, California, USA
| | - Edward Midthun
- Department of Biomedical Sciences, Colorado State University-Fort Collins, Fort Collins, Colorado, USA
| | - Gloria Castaneda
- Chan Zuckerberg Biohub, San Francisco, San Francisco, California, USA
| | - Angela Bosco-Lauth
- Department of Biomedical Sciences, Colorado State University-Fort Collins, Fort Collins, Colorado, USA
| | - Daniel J Salkeld
- Department of Biology, Colorado State University-Fort Collins, Fort Collins, Colorado, USA
| | - Amy Kistler
- Chan Zuckerberg Biohub, San Francisco, San Francisco, California, USA
| | - Katherine S Pollard
- Gladstone Institute of Data Science & Biotechnology, San Francisco, California, USA
- Chan Zuckerberg Biohub, San Francisco, San Francisco, California, USA
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, California, USA
| | - Seemay Chou
- Department of Biochemistry & Biophysics, University of California-San Francisco, San Francisco, California, USA
- Chan Zuckerberg Biohub, San Francisco, San Francisco, California, USA
| |
Collapse
|
5
|
Langelier C, Lu D, Kalantar K, Chu V, Glascock A, Guerrero E, Bernick N, Butcher X, Ewing K, Fahsbender E, Holmes O, Hoops E, Jones A, Lim R, McCanny S, Reynoso L, Rosario K, Tang J, Valenzuela O, Mourani P, Pickering A, Raphenya A, Alcock B, McArthur A. Simultaneous detection of pathogens and antimicrobial resistance genes with the open source, cloud-based, CZ ID pipeline. RESEARCH SQUARE 2024:rs.3.rs-4271356. [PMID: 38746293 PMCID: PMC11092797 DOI: 10.21203/rs.3.rs-4271356/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Antimicrobial resistant (AMR) pathogens represent urgent threats to human health, and their surveillance is of paramount importance. Metagenomic next generation sequencing (mNGS) has revolutionized such efforts, but remains challenging due to the lack of open-access bioinformatics tools capable of simultaneously analyzing both microbial and AMR gene sequences. To address this need, we developed the CZ ID AMR module, an open-access, cloud-based workflow designed to integrate detection of both microbes and AMR genes in mNGS and whole-genome sequencing (WGS) data. It leverages the Comprehensive Antibiotic Resistance Database and associated Resistance Gene Identifier software, and works synergistically with the CZ ID short-read mNGS module to enable broad detection of both microbes and AMR genes. We highlight diverse applications of the AMR module through analysis of both publicly available and newly generated mNGS and WGS data from four clinical cohort studies and an environmental surveillance project. Through genomic investigations of bacterial sepsis and pneumonia cases, hospital outbreaks, and wastewater surveillance data, we gain a deeper understanding of infectious agents and their resistomes, highlighting the value of integrating microbial identification and AMR profiling for both research and public health. We leverage additional functionalities of the CZ ID mNGS platform to couple resistome profiling with the assessment of phylogenetic relationships between nosocomial pathogens, and further demonstrate the potential to capture the longitudinal dynamics of pathogen and AMR genes in hospital acquired bacterial infections. In sum, the new AMR module advances the capabilities of the open-access CZ ID microbial bioinformatics platform by integrating pathogen detection and AMR profiling from mNGS and WGS data. Its development represents a critical step toward democratizing pathogen genomic analysis and supporting collaborative efforts to combat the growing threat of AMR.
Collapse
Affiliation(s)
| | - Dan Lu
- Chan Zuckerberg Initiative
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
6
|
Armstrong PM, Anderson JF, Sharma R, Misencik MJ, Bransfield A, Vossbrinck CR, Brackney DE. Field Isolation and Laboratory Vector-Host Studies of Brazoran Virus (Peribunyaviridae: Orthobunyavirus) from Florida. Am J Trop Med Hyg 2024; 110:968-970. [PMID: 38531101 PMCID: PMC11066360 DOI: 10.4269/ajtmh.23-0799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 12/27/2023] [Indexed: 03/28/2024] Open
Abstract
Brazoran virus was first isolated from Culex mosquitoes in Texas in 2012, yet little is known about this virus. We report the isolation of this virus from Culex erraticus from southern Florida during 2016. The Florida strain had a nucleotide identity of 96.3% (S segment), 99.1% (M segment), and 95.8% (L segment) to the Texas isolate. Culex quinquefasciatus and Aedes aegypti colonies were subsequently fed virus blood meals to determine their vector competence for Brazoran virus. Culex quinquefasciatus was susceptible to midgut infection, but few mosquitoes developed disseminated infections. Aedes aegypti supported disseminated infection, but virus transmission could not be demonstrated. Suckling mice became infected by intradermal inoculation without visible disease signs. The virus was detected in multiple mouse tissues but rarely infected the brain. This study documents the first isolation of Brazoran virus outside of Texas. Although this virus infected Ae. aegypti and Cx. quinquefasciatus in laboratory trials, their vector competence could not be demonstrated, suggesting they are unlikely vectors of Brazoran virus.
Collapse
Affiliation(s)
- Philip M. Armstrong
- Department of Entomology, The Center for Vector Biology and Zoonotic Diseases, The Connecticut Agricultural Experiment Station, New Haven, Connecticut
| | - John F. Anderson
- Department of Entomology, The Center for Vector Biology and Zoonotic Diseases, The Connecticut Agricultural Experiment Station, New Haven, Connecticut
| | - Rohit Sharma
- Department of Entomology, The Center for Vector Biology and Zoonotic Diseases, The Connecticut Agricultural Experiment Station, New Haven, Connecticut
| | - Michael J. Misencik
- Department of Entomology, The Center for Vector Biology and Zoonotic Diseases, The Connecticut Agricultural Experiment Station, New Haven, Connecticut
| | - Angela Bransfield
- Department of Entomology, The Center for Vector Biology and Zoonotic Diseases, The Connecticut Agricultural Experiment Station, New Haven, Connecticut
| | - Charles R. Vossbrinck
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, Connecticut
| | - Doug E. Brackney
- Department of Entomology, The Center for Vector Biology and Zoonotic Diseases, The Connecticut Agricultural Experiment Station, New Haven, Connecticut
| |
Collapse
|
7
|
Vigil K, D'Souza N, Bazner J, Cedraz FMA, Fisch S, Rose JB, Aw TG. Long-term monitoring of SARS-CoV-2 variants in wastewater using a coordinated workflow of droplet digital PCR and nanopore sequencing. WATER RESEARCH 2024; 254:121338. [PMID: 38430753 DOI: 10.1016/j.watres.2024.121338] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 02/12/2024] [Accepted: 02/17/2024] [Indexed: 03/05/2024]
Abstract
Quantitative polymerase chain reaction (PCR) and genome sequencing are important methods for wastewater surveillance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The reverse transcription-droplet digital PCR (RT-ddPCR) is a highly sensitive method for quantifying SARS-CoV-2 RNA in wastewater samples to track the trends of viral activity levels but cannot identify new variants. It also takes time to develop new PCR-based assays targeting variants of interest. Whole genome sequencing (WGS) can be used to monitor known and new SARS-CoV-2 variants, but it is generally not quantitative. Several short-read sequencing techniques can be expensive and might experience delayed turnaround times when outsourced due to inadequate in-house resources. Recently, a portable nanopore sequencing system offers an affordable and real-time method for sequencing SARS-CoV-2 variants in wastewater. This technology has the potential to enable swift response to disease outbreaks without relying on clinical sequencing results. In addressing concerns related to rapid turnaround time and accurate variant analysis, both RT-ddPCR and nanopore sequencing methods were employed to monitor the emergence of SARS-CoV-2 variants in wastewater. This surveillance was conducted at 23 sewer maintenance hole sites and five wastewater treatment plants in Michigan from 2020 to 2022. In 2020, the wastewater samples were dominated by the parental variants (20A, 20C and 20 G), followed by 20I (Alpha, B.1.1.7) in early 2021 and the Delta variant of concern (VOC) in late 2021. For the year 2022, Omicron variants dominated. Nanopore sequencing has the potential to validate suspected variant cases that were initially undetermined by RT-ddPCR assays. The concordance rate between nanopore sequencing and RT-ddPCR assays in identifying SARS-CoV-2 variants to the clade-level was 76.9%. Notably, instances of disagreement between the two methods were most prominent in the identification of the parental and Omicron variants. We also showed that sequencing wastewater samples with SARS-CoV-2 N gene concentrations of >104 GC/100 ml as measured by RT-ddPCR improve genome recovery and coverage depth using MinION device. RT-ddPCR was better at detecting key spike protein mutations A67V, del69-70, K417N, L452R, N501Y, N679K, and R408S (p-value <0.05) as compared to nanopore sequencing. It is suggested that RT-ddPCR and nanopore sequencing should be coordinated in wastewater surveillance where RT-ddPCR can be used as a preliminary quantification method and nanopore sequencing as the confirmatory method for the detection of variants or identification of new variants. The RT-ddPCR and nanopore sequencing methods reported here can be adopted as a reliable in-house analysis of SARS-CoV-2 in wastewater for rapid community level surveillance and public health response.
Collapse
Affiliation(s)
- Katie Vigil
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, United States
| | - Nishita D'Souza
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, United States
| | - Julia Bazner
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, United States
| | - Fernanda Mac-Allister Cedraz
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, United States
| | - Samuel Fisch
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, United States
| | - Joan B Rose
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, United States
| | - Tiong Gim Aw
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, United States.
| |
Collapse
|
8
|
Lu D, Kalantar KL, Chu VT, Glascock AL, Guerrero ES, Bernick N, Butcher X, Ewing K, Fahsbender E, Holmes O, Hoops E, Jones AE, Lim R, McCanny S, Reynoso L, Rosario K, Tang J, Valenzuela O, Mourani PM, Pickering AJ, Raphenya AR, Alcock BP, McArthur AG, Langelier CR. Simultaneous detection of pathogens and antimicrobial resistance genes with the open source, cloud-based, CZ ID pipeline. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.12.589250. [PMID: 38645206 PMCID: PMC11030322 DOI: 10.1101/2024.04.12.589250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2024]
Abstract
Antimicrobial resistant (AMR) pathogens represent urgent threats to human health, and their surveillance is of paramount importance. Metagenomic next generation sequencing (mNGS) has revolutionized such efforts, but remains challenging due to the lack of open-access bioinformatics tools capable of simultaneously analyzing both microbial and AMR gene sequences. To address this need, we developed the Chan Zuckerberg ID (CZ ID) AMR module, an open-access, cloud-based workflow designed to integrate detection of both microbes and AMR genes in mNGS and whole-genome sequencing (WGS) data. It leverages the Comprehensive Antibiotic Resistance Database and associated Resistance Gene Identifier software, and works synergistically with the CZ ID short-read mNGS module to enable broad detection of both microbes and AMR genes. We highlight diverse applications of the AMR module through analysis of both publicly available and newly generated mNGS and WGS data from four clinical cohort studies and an environmental surveillance project. Through genomic investigations of bacterial sepsis and pneumonia cases, hospital outbreaks, and wastewater surveillance data, we gain a deeper understanding of infectious agents and their resistomes, highlighting the value of integrating microbial identification and AMR profiling for both research and public health. We leverage additional functionalities of the CZ ID mNGS platform to couple resistome profiling with the assessment of phylogenetic relationships between nosocomial pathogens, and further demonstrate the potential to capture the longitudinal dynamics of pathogen and AMR genes in hospital acquired bacterial infections. In sum, the new AMR module advances the capabilities of the open-access CZ ID microbial bioinformatics platform by integrating pathogen detection and AMR profiling from mNGS and WGS data. Its development represents a critical step toward democratizing pathogen genomic analysis and supporting collaborative efforts to combat the growing threat of AMR.
Collapse
Affiliation(s)
- Dan Lu
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | | | - Victoria T. Chu
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Division of Infectious Diseases, University of California, San Francisco, San Francisco, CA, USA
| | | | | | - Nina Bernick
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | | | - Kirsty Ewing
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | | | | | - Erin Hoops
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | - Ann E. Jones
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | - Ryan Lim
- Chan Zuckerberg Initiative, Redwood City, CA, USA
| | | | | | | | | | | | - Peter M. Mourani
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR, USA
- Arkansas Children’s, Little Rock, AR, USA
| | - Amy J. Pickering
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- University of California, Berkeley, Berkeley, CA, USA
| | - Amogelang R. Raphenya
- Department of Biochemistry & Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, Ontario, Canada
| | - Brian P. Alcock
- Department of Biochemistry & Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, Ontario, Canada
| | - Andrew G. McArthur
- Department of Biochemistry & Biomedical Sciences, McMaster University, Hamilton, Ontario, Canada
- Michael G. DeGroote Institute for Infectious Disease Research, McMaster University, Hamilton, Ontario, Canada
| | - Charles R. Langelier
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Division of Infectious Diseases, University of California, San Francisco, San Francisco, CA, USA
| |
Collapse
|
9
|
Phan HV, Tsitsiklis A, Maguire CP, Haddad EK, Becker PM, Kim-Schulze S, Lee B, Chen J, Hoch A, Pickering H, van Zalm P, Altman MC, Augustine AD, Calfee CS, Bosinger S, Cairns CB, Eckalbar W, Guan L, Jayavelu ND, Kleinstein SH, Krammer F, Maecker HT, Ozonoff A, Peters B, Rouphael N, Montgomery RR, Reed E, Schaenman J, Steen H, Levy O, Diray-Arce J, Langelier CR. Host-microbe multiomic profiling reveals age-dependent immune dysregulation associated with COVID-19 immunopathology. Sci Transl Med 2024; 16:eadj5154. [PMID: 38630846 DOI: 10.1126/scitranslmed.adj5154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 03/15/2024] [Indexed: 04/19/2024]
Abstract
Age is a major risk factor for severe coronavirus disease 2019 (COVID-19), yet the mechanisms behind this relationship have remained incompletely understood. To address this, we evaluated the impact of aging on host immune response in the blood and the upper airway, as well as the nasal microbiome in a prospective, multicenter cohort of 1031 vaccine-naïve patients hospitalized for COVID-19 between 18 and 96 years old. We performed mass cytometry, serum protein profiling, anti-severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) antibody assays, and blood and nasal transcriptomics. We found that older age correlated with increased SARS-CoV-2 viral abundance upon hospital admission, delayed viral clearance, and increased type I interferon gene expression in both the blood and upper airway. We also observed age-dependent up-regulation of innate immune signaling pathways and down-regulation of adaptive immune signaling pathways. Older adults had lower naïve T and B cell populations and higher monocyte populations. Over time, older adults demonstrated a sustained induction of pro-inflammatory genes and serum chemokines compared with younger individuals, suggesting an age-dependent impairment in inflammation resolution. Transcriptional and protein biomarkers of disease severity differed with age, with the oldest adults exhibiting greater expression of pro-inflammatory genes and proteins in severe disease. Together, our study finds that aging is associated with impaired viral clearance, dysregulated immune signaling, and persistent and potentially pathologic activation of pro-inflammatory genes and proteins.
Collapse
Affiliation(s)
- Hoang Van Phan
- University of California San Francisco, San Francisco, CA 94115, USA
| | | | | | - Elias K Haddad
- Drexel University, Tower Health Hospital, Philadelphia, PA 19104, USA
| | - Patrice M Becker
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20814, USA
| | | | - Brian Lee
- Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jing Chen
- Precision Vaccines Program, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Research Computing, Department of Information Technology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Annmarie Hoch
- Precision Vaccines Program, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Harry Pickering
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Patrick van Zalm
- Precision Vaccines Program, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Matthew C Altman
- Benaroya Research Institute, University of Washington, Seattle, WA 98101, USA
| | - Alison D Augustine
- National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20814, USA
| | - Carolyn S Calfee
- University of California San Francisco, San Francisco, CA 94115, USA
| | | | - Charles B Cairns
- Drexel University, Tower Health Hospital, Philadelphia, PA 19104, USA
| | - Walter Eckalbar
- University of California San Francisco, San Francisco, CA 94115, USA
| | - Leying Guan
- Yale School of Public Health, New Haven, CT 06510, USA
| | | | | | - Florian Krammer
- Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Holden T Maecker
- Stanford University School of Medicine, Palo Alto, CA 94305, USA
| | - Al Ozonoff
- Precision Vaccines Program, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
- Research Computing, Department of Information Technology, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Bjoern Peters
- La Jolla Institute for Immunology, La Jolla, CA 92037, USA
| | | | | | - Elaine Reed
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Joanna Schaenman
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90095, USA
| | - Hanno Steen
- Precision Vaccines Program, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Ofer Levy
- Precision Vaccines Program, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Joann Diray-Arce
- Precision Vaccines Program, Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA
| | - Charles R Langelier
- University of California San Francisco, San Francisco, CA 94115, USA
- Chan Zuckerberg Biohub San Francisco, San Francisco, CA 94158, USA
| |
Collapse
|
10
|
Langelier C, Chu V, Glascock A, Donnell D, Grabow C, Brown C, Ward R, Love C, Kalantar K, Cohen S, Cannon C, Woodworth M, Kelley C, Celum C, Luetkemeyer A. Doxycycline post-exposure prophylaxis for sexually transmitted infections impacts the gut antimicrobial resistome. RESEARCH SQUARE 2024:rs.3.rs-4243341. [PMID: 38699315 PMCID: PMC11065088 DOI: 10.21203/rs.3.rs-4243341/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
Doxycycline post-exposure prophylaxis (doxy-PEP) reduces bacterial sexually transmitted infections (STIs) among men who have sex with men and transgender women. While poised for widespread clinical implementation, the impact of doxy-PEP on antimicrobial resistance remains a primary concern as its effects on the gut microbiome and resistome, or the antimicrobial resistance genes (ARGs) present in the gut microbiome, are unknown. To investigate these effects, we studied participants from a randomized clinical trial who either received doxy-PEP as a one-time doxycycline 200 mg taken after condomless sex (DP arm, n = 100) or standard of care treatment (SOC arm, n = 50). From self-collected rectal swabs at enrollment (day-0) and after 6 months (month-6), we performed metagenomic DNA sequencing (DNA-seq) or metatranscriptomic RNA sequencing (RNA-seq). DNA-seq data was analyzable from 127 samples derived from 89 participants, and RNA-seq data from 86 samples derived from 70 participants. We compared the bacterial microbiome and resistome between the two study arms and over time. Tetracycline ARGs were detected in all day-0 DNA-seq samples and 85% of day-0 RNA-seq samples. The proportional mass of tetracycline ARGs in the resistome increased between day-0 and month-6 in DP participants from 46-51% in the metagenome (p = 0.02) and 4-15% in the metatranscriptome (p < 0.01), but no changes in other ARG classes were observed. Exposure to a higher number of doxycycline doses correlated with proportional enrichment of tetracycline ARGs in the metagenome (Spearman's ρ = 0.23, p < 0.01) and metatranscriptome (Spearman's ρ = 0.55, p < 0.01). Bacterial microbiome alpha diversity, beta diversity, and total bacterial mass did not differ between day-0 and month-6 samples from DP participants when assessed by either DNA-seq or RNA-seq. In an abundance-based correlation analysis, we observed an increase over time in the strength of the correlation between tetracycline ARGs and specific bacterial taxa, including some common human pathogens. In sum, doxy-PEP use over a 6-month period was associated with an increase in the proportion of tetracycline ARGs comprising the gut resistome, and an increase in the expression of tetracycline ARGs. Notably, doxy-PEP did not significantly alter alpha diversity or taxonomic composition of the gut microbiome, and did not demonstrate significant increases in non-tetracycline ARG classes. Further studies and population level surveillance are needed to understand the implications of these findings as doxy-PEP is implemented as a public health strategy.
Collapse
|
11
|
Pinski AN, Gan T, Lin SC, Droit L, Diamond M, Barouch DH, Wang D. Isolation of a recombinant simian adenovirus encoding the human adenovirus G52 hexon suggests a simian origin for human adenovirus G52. J Virol 2024; 98:e0004324. [PMID: 38497664 PMCID: PMC11019922 DOI: 10.1128/jvi.00043-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 02/25/2024] [Indexed: 03/19/2024] Open
Abstract
Human adenoviruses (HAdVs) are causative agents of morbidity and mortality throughout the world. These double-stranded DNA viruses are phylogenetically classified into seven different species (A-G). HAdV-G52, originally isolated in 2008 from a patient presenting with gastroenteritis, is the sole human-derived member of species G. Phylogenetic analysis previously suggested that HAdV-G52 may have a simian origin, indicating a potential zoonotic spillover into humans. However, evidence of HAdV-G52 in either human or simian populations has not been reported since. Here, we describe the isolation and in vitro characterization of rhesus (rh)AdV-69, a novel simian AdV with clear evidence of recombination with HAdV-G52, from the stool of a rhesus macaque. Specifically, the rhAdV-69 hexon capsid protein is 100% identical to that of HAdV-G52, whereas the remainder of the genome is most similar to rhAdV-55, sharing 95.36% nucleic acid identity. A second recombination event with an unknown adenovirus (AdV) is evident at the short fiber gene. From the same sample, we also isolated a second, highly related recombinant AdV (rhAdV-68) that harbors a distinct hexon gene but nearly identical backbone compared to rhAdV-69. In vitro, rhAdV-68 and rhAdV-69 demonstrate comparable growth kinetics and tropisms in human cell lines, nonhuman cell lines, and human enteroids. Furthermore, we show that coinfection of highly related AdVs is not unique to this sample since we also isolated coinfecting rhAdVs from two additional rhesus macaque stool samples. Our data collectively contribute to elucidating the origins of HAdV-G52 and provide insights into the frequency of coinfections and subsequent recombination in AdV evolution.IMPORTANCEUnderstanding the host origins of adenoviruses (AdVs) is critical for public health as transmission of viruses from animals to humans can lead to emergent viruses. Recombination between animal and human AdVs can also produce emergent viruses. HAdV-G52 is the only human-derived member of the HAdV G species. It has been suggested that HAdV-G52 has a simian origin. Here, we isolated from a rhesus macaque, a novel rhAdV, rhAdV-69, that encodes a hexon protein that is 100% identical to that of HAdV-G52. This observation suggests that HAdV-G52 may indeed have a simian origin. We also isolated a highly related rhAdV, differing only in the hexon gene, from the same rhesus macaque stool sample as rhAdV-69, illustrating the potential for co-infection of closely related AdVs and recombination at the hexon gene. Furthermore, our study highlights the critical role of whole-genome sequencing in understanding AdV evolution and monitoring the emergence of pathogenic AdVs.
Collapse
Affiliation(s)
- Amanda N. Pinski
- Department of Molecular Microbiology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Tianyu Gan
- Department of Molecular Microbiology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Shih-Ching Lin
- Department of Medicine, Division of Infectious Diseases, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Lindsay Droit
- Department of Pathology and Immunology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Michael Diamond
- Department of Molecular Microbiology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
- Department of Medicine, Division of Infectious Diseases, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
- Department of Pathology and Immunology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Dan H. Barouch
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - David Wang
- Department of Molecular Microbiology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
- Department of Pathology and Immunology, School of Medicine, Washington University in St. Louis, St. Louis, Missouri, USA
| |
Collapse
|
12
|
Neyton LPA, Sinha P, Sarma A, Mick E, Kalantar K, Chen S, Wu N, Delucchi K, Zhuo H, Bos LDJ, Jauregui A, Gomez A, Hendrickson CM, Kangelaris KN, Leligdowicz A, Liu KD, Matthay MA, Langelier CR, Calfee CS. Host and Microbe Blood Metagenomics Reveals Key Pathways Characterizing Critical Illness Phenotypes. Am J Respir Crit Care Med 2024; 209:805-815. [PMID: 38190719 PMCID: PMC10995577 DOI: 10.1164/rccm.202308-1328oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Accepted: 01/08/2024] [Indexed: 01/10/2024] Open
Abstract
Rationale: Two molecular phenotypes of sepsis and acute respiratory distress syndrome, termed hyperinflammatory and hypoinflammatory, have been consistently identified by latent class analysis in numerous cohorts, with widely divergent clinical outcomes and differential responses to some treatments; however, the key biological differences between these phenotypes remain poorly understood.Objectives: We used host and microbe metagenomic sequencing data from blood to deepen our understanding of biological differences between latent class analysis-derived phenotypes and to assess concordance between the latent class analysis-derived phenotypes and phenotypes reported by other investigative groups (e.g., Sepsis Response Signature [SRS1-2], molecular diagnosis and risk stratification of sepsis [MARS1-4], reactive and uninflamed).Methods: We analyzed data from 113 patients with hypoinflammatory sepsis and 76 patients with hyperinflammatory sepsis enrolled in a two-hospital prospective cohort study. Molecular phenotypes had been previously assigned using latent class analysis.Measurements and Main Results: The hyperinflammatory and hypoinflammatory phenotypes of sepsis had distinct gene expression signatures, with 5,755 genes (31%) differentially expressed. The hyperinflammatory phenotype was associated with elevated expression of innate immune response genes, whereas the hypoinflammatory phenotype was associated with elevated expression of adaptive immune response genes and, notably, T cell response genes. Plasma metagenomic analysis identified differences in prevalence of bacteremia, bacterial DNA abundance, and composition between the phenotypes, with an increased presence and abundance of Enterobacteriaceae in the hyperinflammatory phenotype. Significant overlap was observed between these phenotypes and previously identified transcriptional subtypes of acute respiratory distress syndrome (reactive and uninflamed) and sepsis (SRS1-2). Analysis of data from the VANISH trial indicated that corticosteroids might have a detrimental effect in patients with the hypoinflammatory phenotype.Conclusions: The hyperinflammatory and hypoinflammatory phenotypes have distinct transcriptional and metagenomic features that could be leveraged for precision treatment strategies.
Collapse
Affiliation(s)
| | - Pratik Sinha
- Department of Anesthesiology, Washington University in St. Louis, St. Louis, Missouri
| | - Aartik Sarma
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine
| | - Eran Mick
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine
- Division of Infectious Diseases
- Chan Zuckerberg Biohub, San Francisco, California
| | | | | | - Nelson Wu
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine
| | | | | | - Lieuwe D J Bos
- Department of Intensive Care and Laboratory of Experimental Intensive Care and Anesthesiology, Academic Medical Center, Amsterdam, the Netherlands
| | | | - Antonio Gomez
- Department of Medicine
- Department of Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; and
| | - Carolyn M Hendrickson
- Department of Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California; and
| | | | | | | | - Michael A Matthay
- Cardiovascular Research Institute, University of California, San Francisco, San Francisco, California
| | - Charles R Langelier
- Division of Infectious Diseases
- Chan Zuckerberg Biohub, San Francisco, California
| | - Carolyn S Calfee
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine
- Department of Anesthesiology, and
- Cardiovascular Research Institute, University of California, San Francisco, San Francisco, California
| |
Collapse
|
13
|
Achudhan AB, Kannan P, Gupta A, Saleena LM. A Review of Web-Based Metagenomics Platforms for Analysing Next-Generation Sequence Data. Biochem Genet 2024; 62:621-632. [PMID: 37507643 DOI: 10.1007/s10528-023-10467-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 07/18/2023] [Indexed: 07/30/2023]
Abstract
Metagenomics has now evolved as a promising technology for understanding the microbial population in the environment. By metagenomics, a number of extreme and complex environment has been explored for their microbial population. Using this technology, researchers have brought out novel genes and their potential characteristics, which have robust applications in food, pharmaceutical, scientific research, and other biotechnological fields. A sequencing platform can provide a sequence of microbial populations in any given environment. The sequence needs to be analysed computationally to derive meaningful information. It is presumed that only bioinformaticians with extensive computational skills can process the sequencing data till the downstream end. However, numerous open-source software and online servers are available to analyse the metagenomic data developed for a biologist with less computational skills. This review is focused on bioinformatics tools such as Galaxy, CSI-NGS portal, ANASTASIA and SHAMAN, EBI- metagenomics, IDseq, and MG-RAST for analysing metagenomic data.
Collapse
Affiliation(s)
- Arunmozhi Bharathi Achudhan
- Department of Biotechnology, School of Bioengineering, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India
| | - Priya Kannan
- Department of Biotechnology, School of Bioengineering, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India
| | - Annapurna Gupta
- Department of Biotechnology, School of Bioengineering, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India
| | - Lilly M Saleena
- Department of Biotechnology, School of Bioengineering, College of Engineering and Technology, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India.
| |
Collapse
|
14
|
Yasir M, Al-Zahrani IA, Khan R, Soliman SA, Turkistani SA, Alawi M, Azhar EI. Microbiological risk assessment and resistome analysis from shotgun metagenomics of bovine colostrum microbiome. Saudi J Biol Sci 2024; 31:103957. [PMID: 38404539 PMCID: PMC10891335 DOI: 10.1016/j.sjbs.2024.103957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Revised: 02/05/2024] [Accepted: 02/10/2024] [Indexed: 02/27/2024] Open
Abstract
Colostrum is known for its nutraceutical qualities, probiotic attributes, and health benefits. The aim of this study was to profile colostrum microbiome from bovine in rural sites of a developing country. The focus was on microbiological safety assessments and antimicrobial resistance, taking into account the risks linked with the consumption of raw colostrum. Shotgun sequencing was employed to analyze microbiome in raw buffalo and cow colostrum. Alpha and beta diversity analyses revealed increased inter and intra-variability within colostrum samples' microbiome from both livestock species. The colostrum microbiome was mainly comprised of bacteria, with over 90% abundance, whereas fungi and viruses were found in minor abundance. Known probiotic species, such as Leuconostoc mesenteroides, Lactococcus lactis, Streptococcus thermophilus, and Lactobacillus paracasei, were found in the colostrum samples. A relatively higher number of pathogenic and opportunistic pathogenic bacteria were identified in colostrum from both animals, including clinically significant bacteria like Clostridium botulinum, Pseudomonas aeruginosa, Escherichia coli, and Listeria monocytogenes. Binning retrieved 11 high-quality metagenome-assembled genomes (MAGs), with three MAGs potentially representing novel species from the genera Psychrobacter and Pantoea. Notably, 175 antimicrobial resistance genes (ARGs) and variants were detected, with 55 of them common to both buffalo and cow colostrum metagenomes. These ARGs confer resistance against aminoglycoside, fluoroquinolone, tetracycline, sulfonamide, and peptide antibiotics. In conclusion, this study describes a thorough overview of microbial communities in buffalo and cow colostrum samples. It emphasizes the importance of hygienic processing and pasteurization in minimizing the potential transmission of harmful microorganisms linked to the consumption of colostrum.
Collapse
Affiliation(s)
- Muhammad Yasir
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Department of Medical Laboratory Sciences, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Ibrahim A. Al-Zahrani
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Department of Medical Laboratory Sciences, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Raees Khan
- Department of Biological Sciences, National University of Medical Sciences, Rawalpindi, Pakistan
| | | | - Safaa A. Turkistani
- Medical Laboratory Sciences, Fakeeh College for Medical Sciences, Jeddah 21134, Saudi Arabia
| | - Maha Alawi
- Department of Clinical Microbiology and Immunology, Faculty of Medicine, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Infection Control & Environmental Health Unit, King Abdulaziz University Hospital, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Esam I. Azhar
- Special Infectious Agents Unit, King Fahd Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
- Department of Medical Laboratory Sciences, Faculty of Applied Medical Sciences, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| |
Collapse
|
15
|
Frickmann H, Schwinge K, Podbielski A, Warnke P. Preanalytical, Analytical and Postanalytical Analyses on Corynebacterium spp. and Actinomycetaceae in Urine Samples of Patients with Suspected Urinary Tract Infection-A Hypothesis-Forming Observational Study. Diagnostics (Basel) 2024; 14:746. [PMID: 38611658 PMCID: PMC11011480 DOI: 10.3390/diagnostics14070746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 03/24/2024] [Accepted: 03/28/2024] [Indexed: 04/14/2024] Open
Abstract
A hypothesis-forming exploratory cross-sectional assessment was conducted to assess the occurrence and relevance of Gram-positive rod-shaped bacteria like Corynebacterium spp. and Actinomycetaceae in human urine samples. In total, 1170 urine samples from 1031 inpatients with suspected urinary tract infection were assessed for culture-based growth of Gram-positive rod-shaped bacteria applying API Coryne assays, matrix-assisted laser desorption-ionization time-of-flight mass spectrometry (MALDI-TOF-MS), and in-house 16S rRNA gene sequencing. Overall, 502 different bacterial colonies from 346 urine samples taken from 324 inpatients were observed. The three quantitatively most abundant genera or genus clusters were Corynebacterium (254 isolates, 62%), Actinomyces/Winkia (79 isolates, 19%), and Actinotignum/Actinobaculum (29 isolates, 7%). Compared to sequencing, the diagnostic accuracy of all assessed competitor assays from the diagnostic routine was <80% for differentiation on the genus level and <30% for differentiation on the species level. Prolongated incubation for 4 days compared to 2 days resulted in additional detection of 15% of the totally recorded Gram-positive rod-shaped bacteria. An approximately 5-fold increased detection rate in mid-stream urine compared to urine acquired applying alternative sampling strategies was observed. In conclusion, in the rare event of the suspected clinical relevance of such findings, confirmatory testing with invasively sampled urine should be considered due to the high contamination rate observed in mid-stream urine. Confirmatory testing by DNA-sequencing methods should be considered if an exact identification of genus or species is regarded as relevant for the individual choice of the therapeutic strategy.
Collapse
Affiliation(s)
- Hagen Frickmann
- Institute for Medical Microbiology, Virology and Hygiene, University Medicine Rostock, 18057 Rostock, Germany; (K.S.); (A.P.)
- Department of Microbiology and Hygiene, Bundeswehr Hospital Hamburg, 20239 Hamburg, Germany
| | - Kerstin Schwinge
- Institute for Medical Microbiology, Virology and Hygiene, University Medicine Rostock, 18057 Rostock, Germany; (K.S.); (A.P.)
| | - Andreas Podbielski
- Institute for Medical Microbiology, Virology and Hygiene, University Medicine Rostock, 18057 Rostock, Germany; (K.S.); (A.P.)
| | - Philipp Warnke
- Institute for Medical Microbiology, Virology and Hygiene, University Medicine Rostock, 18057 Rostock, Germany; (K.S.); (A.P.)
| |
Collapse
|
16
|
Schilling M, Golding M, Jones BP, Mansfield KL, Gandy S, Medlock J, Johnson N. Sequences Related to Chimay Rhabdovirus Are Widely Distributed in Ixodes ricinus Ticks across England and Wales. Viruses 2024; 16:504. [PMID: 38675847 PMCID: PMC11054956 DOI: 10.3390/v16040504] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Revised: 03/12/2024] [Accepted: 03/25/2024] [Indexed: 04/28/2024] Open
Abstract
Ticks are the main arthropod vector of pathogens to humans and livestock in the British Isles. Despite their role as a vector of disease, many aspects of tick biology, ecology, and microbial association are poorly understood. To address this, we investigated the composition of the microbiome of adult and nymphal Ixodes ricinus ticks. The ticks were collected on a dairy farm in Southwest England and RNA extracted for whole genome sequencing. Sequences were detected from a range of microorganisms, particularly tick-associated viruses, bacteria, and nematodes. A majority of the viruses were attributed to phlebo-like and nairo-like virus groups, demonstrating a high degree of homology with the sequences present in I. ricinus from mainland Europe. A virus sharing a high sequence identity with Chimay rhabdovirus, previously identified in ticks from Belgium, was detected. Further investigations of I. ricinus ticks collected from additional sites in England and Wales also identified Chimay rhabdovirus viral RNA with varying prevalence in all tick populations. This suggests that Chimay rhabdovirus has a wide distribution and highlights the need for an extended exploration of the tick microbiome in the United Kingdom (UK).
Collapse
Affiliation(s)
- Mirjam Schilling
- Vector-Borne Diseases Workgroup, Animal and Plant Health Agency, Woodham Lane, Addlestone KT15 3NB, UK (N.J.)
| | - Megan Golding
- Rabies and Viral Zoonoses Workgroup, Animal and Plant Health Agency, Woodham Lane, Addlestone KT15 3NB, UK
| | - Ben P. Jones
- Vector-Borne Diseases Workgroup, Animal and Plant Health Agency, Woodham Lane, Addlestone KT15 3NB, UK (N.J.)
| | - Karen L. Mansfield
- Vector-Borne Diseases Workgroup, Animal and Plant Health Agency, Woodham Lane, Addlestone KT15 3NB, UK (N.J.)
| | - Sara Gandy
- Medical Entomology and Zoonoses Ecology, UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Jolyon Medlock
- Medical Entomology and Zoonoses Ecology, UK Health Security Agency, Porton Down, Salisbury SP4 0JG, UK
| | - Nicholas Johnson
- Vector-Borne Diseases Workgroup, Animal and Plant Health Agency, Woodham Lane, Addlestone KT15 3NB, UK (N.J.)
- Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK
| |
Collapse
|
17
|
Chorlton SD. Ten common issues with reference sequence databases and how to mitigate them. FRONTIERS IN BIOINFORMATICS 2024; 4:1278228. [PMID: 38560517 PMCID: PMC10978663 DOI: 10.3389/fbinf.2024.1278228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 03/05/2024] [Indexed: 04/04/2024] Open
Abstract
Metagenomic sequencing has revolutionized our understanding of microbiology. While metagenomic tools and approaches have been extensively evaluated and benchmarked, far less attention has been given to the reference sequence database used in metagenomic classification. Issues with reference sequence databases are pervasive. Database contamination is the most recognized issue in the literature; however, it remains relatively unmitigated in most analyses. Other common issues with reference sequence databases include taxonomic errors, inappropriate inclusion and exclusion criteria, and sequence content errors. This review covers ten common issues with reference sequence databases and the potential downstream consequences of these issues. Mitigation measures are discussed for each issue, including bioinformatic tools and database curation strategies. Together, these strategies present a path towards more accurate, reproducible and translatable metagenomic sequencing.
Collapse
|
18
|
Tuladhar ET, Shrestha S, Vernon S, Droit L, Mihindukulasuriya KA, Tamang M, Karki L, Ngono AE, Jha B, Awal BK, Chalise BS, Jha R, Shresta S, Wang D, Manandhar KD. Gemykibivirus detection in acute encephalitis patients from Nepal. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.13.24302648. [PMID: 38405898 PMCID: PMC10889008 DOI: 10.1101/2024.02.13.24302648] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Acute Encephalitis Syndrome (AES) causes significant morbidity and mortality worldwide. In Nepal, Japanese encephalitis virus (JEV) accounts for ~ 5-20% of AES cases, but ~75% of AES cases are of unknown etiology. We identified a gemykibivirus in CSF collected in 2020 from a male child with AES using metagenomic next-generation sequencing. Gemykibiviruses are single stranded, circular DNA viruses in the family Genomoviridae. The complete genome of 2211 nucleotides was sequenced which shared 98.69% nucleotide identity to its closest relative, Human associated gemykibivirus 2 isolate SAfia-449D. Two real-time PCR assays were designed, and screening of 337 CSF and 164 serum samples from AES patients in Nepal collected in 2020 and 2022 yielded 11 CSF and 1 serum sample that were positive in both PCR assays. Complete genomes of 7 of the positives were sequenced. These results identify a candidate etiologic agent of encephalitis in Nepal.
Collapse
Affiliation(s)
- Eans Tara Tuladhar
- Tribhuvan University Central Department of Biotechnology, Kathmandu, Nepal
| | - Smita Shrestha
- Tribhuvan University Central Department of Biotechnology, Kathmandu, Nepal
| | - Susan Vernon
- Washington University in St. Louis, Missouri, United States
| | - Lindsay Droit
- Washington University in St. Louis, Missouri, United States
| | | | - Mamta Tamang
- Tribhuvan University Central Department of Biotechnology, Kathmandu, Nepal
| | - Lata Karki
- Tribhuvan University Central Department of Biotechnology, Kathmandu, Nepal
| | | | - Bimlesh Jha
- National Public Health Laboratory, Kathmandu, Nepal
| | | | | | - Runa Jha
- National Public Health Laboratory, Kathmandu, Nepal
| | - Sujan Shresta
- La Jolla Institute for Immunology, California, United States
| | - David Wang
- Washington University in St. Louis, Missouri, United States
| | | |
Collapse
|
19
|
Mena Navarro MP, Espinosa Bernal MA, Alvarado Osuna C, Ramos López MÁ, Amaro Reyes A, Arvizu Gómez JL, Pacheco Aguilar JR, Saldaña Gutiérrez C, Pérez Moreno V, Rodríguez Morales JA, García Gutiérrez MC, Álvarez Hidalgo E, Nuñez Ramírez J, Hernández Flores JL, Campos Guillén J. A Study of Resistome in Mexican Chili Powder as a Public Health Risk Factor. Antibiotics (Basel) 2024; 13:182. [PMID: 38391568 PMCID: PMC10886038 DOI: 10.3390/antibiotics13020182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 02/02/2024] [Accepted: 02/10/2024] [Indexed: 02/24/2024] Open
Abstract
Chili powder is an important condiment around the world. However, according to various reports, the presence of pathogenic microorganisms could present a public health risk factor during its consumption. Therefore, microbiological quality assessment is required to understand key microbial functional traits, such as antibiotic resistance genes (ARGs). In this study, metagenomic next-generation sequencing (mNGS) and bioinformatics analysis were used to characterize the comprehensive profiles of the bacterial community and antibiotic resistance genes (ARGs) in 15 chili powder samples from different regions of Mexico. The initial bacterial load showed aerobic mesophilic bacteria (AMB) ranging between 6 × 103 and 7 × 108 CFU/g, sporulated mesophilic bacteria (SMB) from 4.3 × 103 to 2 × 109 CFU/g, and enterobacteria (En) from <100 to 2.3 × 106 CFU/g. The most representative families in the samples were Bacillaceae and Enterobacteriaceae, in which 18 potential pathogen-associated species were detected. In total, the resistome profile in the chili powder contained 68 unique genes, which conferred antibiotic resistance distributed in 13 different classes. Among the main classes of antibiotic resistance genes with a high abundance in almost all the samples were those related to multidrug, tetracycline, beta-lactam, aminoglycoside, and phenicol resistance. Our findings reveal the utility of mNGS in elucidating microbiological quality in chili powder to reduce the public health risks and the spread of potential pathogens with antibiotic resistance mechanisms.
Collapse
Affiliation(s)
- Mayra Paola Mena Navarro
- Facultad de Química, Universidad Autónoma de Querétaro, Cerro de las Campanas S/N, Querétaro 76010, Mexico
| | | | - Claudia Alvarado Osuna
- Centro de Investigación y Asistencia en Tecnología y Diseño del Estado de Jalisco, Guadalajara 44270, Mexico
| | - Miguel Ángel Ramos López
- Facultad de Química, Universidad Autónoma de Querétaro, Cerro de las Campanas S/N, Querétaro 76010, Mexico
| | - Aldo Amaro Reyes
- Facultad de Química, Universidad Autónoma de Querétaro, Cerro de las Campanas S/N, Querétaro 76010, Mexico
| | - Jackeline Lizzeta Arvizu Gómez
- Secretaría de Investigación y Posgrado, Centro Nayarita de Innovación y Transferencia de Tecnología (CENITT), Universidad Autónoma de Nayarit, Tepic 63173, Mexico
| | | | - Carlos Saldaña Gutiérrez
- Facultad de Ciencias Naturales, Universidad Autónoma de Querétaro, Av. De las Ciencias S/N, Querétaro 76220, Mexico
| | - Victor Pérez Moreno
- Facultad de Química, Universidad Autónoma de Querétaro, Cerro de las Campanas S/N, Querétaro 76010, Mexico
| | | | | | - Erika Álvarez Hidalgo
- Facultad de Química, Universidad Autónoma de Querétaro, Cerro de las Campanas S/N, Querétaro 76010, Mexico
| | - Jorge Nuñez Ramírez
- Facultad de Química, Universidad Autónoma de Querétaro, Cerro de las Campanas S/N, Querétaro 76010, Mexico
| | | | - Juan Campos Guillén
- Facultad de Química, Universidad Autónoma de Querétaro, Cerro de las Campanas S/N, Querétaro 76010, Mexico
| |
Collapse
|
20
|
Van Phan H, Tsitsiklis A, Maguire CP, Haddad EK, Becker PM, Kim-Schulze S, Lee B, Chen J, Hoch A, Pickering H, Van Zalm P, Altman MC, Augustine AD, Calfee CS, Bosinger S, Cairns C, Eckalbar W, Guan L, Jayavelu ND, Kleinstein SH, Krammer F, Maecker HT, Ozonoff A, Peters B, Rouphael N, Montgomery RR, Reed E, Schaenman J, Steen H, Levy O, Diray-Arce J, Langelier CR. Host-Microbe Multiomic Profiling Reveals Age-Dependent COVID-19 Immunopathology. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.02.11.24301704. [PMID: 38405760 PMCID: PMC10888993 DOI: 10.1101/2024.02.11.24301704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
Abstract
Age is a major risk factor for severe coronavirus disease-2019 (COVID-19), yet the mechanisms responsible for this relationship have remained incompletely understood. To address this, we evaluated the impact of aging on host and viral dynamics in a prospective, multicenter cohort of 1,031 patients hospitalized for COVID-19, ranging from 18 to 96 years of age. We performed blood transcriptomics and nasal metatranscriptomics, and measured peripheral blood immune cell populations, inflammatory protein expression, anti-SARS-CoV-2 antibodies, and anti-interferon (IFN) autoantibodies. We found that older age correlated with an increased SARS-CoV-2 viral load at the time of admission, and with delayed viral clearance over 28 days. This contributed to an age-dependent increase in type I IFN gene expression in both the respiratory tract and blood. We also observed age-dependent transcriptional increases in peripheral blood IFN-γ, neutrophil degranulation, and Toll like receptor (TLR) signaling pathways, and decreases in T cell receptor (TCR) and B cell receptor signaling pathways. Over time, older adults exhibited a remarkably sustained induction of proinflammatory genes (e.g., CXCL6) and serum chemokines (e.g., CXCL9) compared to younger individuals, highlighting a striking age-dependent impairment in inflammation resolution. Augmented inflammatory signaling also involved the upper airway, where aging was associated with upregulation of TLR, IL17, type I IFN and IL1 pathways, and downregulation TCR and PD-1 signaling pathways. Metatranscriptomics revealed that the oldest adults exhibited disproportionate reactivation of herpes simplex virus and cytomegalovirus in the upper airway following hospitalization. Mass cytometry demonstrated that aging correlated with reduced naïve T and B cell populations, and increased monocytes and exhausted natural killer cells. Transcriptional and protein biomarkers of disease severity markedly differed with age, with the oldest adults exhibiting greater expression of TLR and inflammasome signaling genes, as well as proinflammatory proteins (e.g., IL6, CXCL8), in severe COVID-19 compared to mild/moderate disease. Anti-IFN autoantibody prevalence correlated with both age and disease severity. Taken together, this work profiles both host and microbe in the blood and airway to provide fresh insights into aging-related immune changes in a large cohort of vaccine-naïve COVID-19 patients. We observed age-dependent immune dysregulation at the transcriptional, protein and cellular levels, manifesting in an imbalance of inflammatory responses over the course of hospitalization, and suggesting potential new therapeutic targets.
Collapse
Affiliation(s)
| | | | | | | | - Patrice M. Becker
- National Institute of Allergy and Infectious Diseases/National Institutes of Health
| | | | - Brian Lee
- Icahn School of Medicine at Mount Sinai
| | - Jing Chen
- Precision Vaccines Program, Boston Children’s Hospital
- Research Computing, Department of Information Technology, Boston Children’s Hospital
| | - Annmarie Hoch
- Precision Vaccines Program, Boston Children’s Hospital
| | - Harry Pickering
- David Geffen School of Medicine, University of California Los Angeles
| | | | | | - Alison D. Augustine
- National Institute of Allergy and Infectious Diseases/National Institutes of Health
| | | | | | | | | | | | | | | | | | | | - Al Ozonoff
- Precision Vaccines Program, Boston Children’s Hospital
| | | | | | | | | | - Elaine Reed
- David Geffen School of Medicine, University of California Los Angeles
| | - Joanna Schaenman
- David Geffen School of Medicine, University of California Los Angeles
| | - Hanno Steen
- Precision Vaccines Program, Boston Children’s Hospital
| | - Ofer Levy
- Precision Vaccines Program, Boston Children’s Hospital
| | | | | |
Collapse
|
21
|
Cox RM, Wolf JD, Lieberman NA, Lieber CM, Kang HJ, Sticher ZM, Yoon JJ, Andrews MK, Govindarajan M, Krueger RE, Sobolik EB, Natchus MG, Gewirtz AT, deSwart RL, Kolykhalov AA, Hekmatyar K, Sakamoto K, Greninger AL, Plemper RK. Therapeutic mitigation of measles-like immune amnesia and exacerbated disease after prior respiratory virus infections in ferrets. Nat Commun 2024; 15:1189. [PMID: 38331906 PMCID: PMC10853234 DOI: 10.1038/s41467-024-45418-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Accepted: 01/23/2024] [Indexed: 02/10/2024] Open
Abstract
Measles cases have surged pre-COVID-19 and the pandemic has aggravated the problem. Most measles-associated morbidity and mortality arises from destruction of pre-existing immune memory by measles virus (MeV), a paramyxovirus of the morbillivirus genus. Therapeutic measles vaccination lacks efficacy, but little is known about preserving immune memory through antivirals and the effect of respiratory disease history on measles severity. We use a canine distemper virus (CDV)-ferret model as surrogate for measles and employ an orally efficacious paramyxovirus polymerase inhibitor to address these questions. A receptor tropism-intact recombinant CDV with low lethality reveals an 8-day advantage of antiviral treatment versus therapeutic vaccination in maintaining immune memory. Infection of female ferrets with influenza A virus (IAV) A/CA/07/2009 (H1N1) or respiratory syncytial virus (RSV) four weeks pre-CDV causes fatal hemorrhagic pneumonia with lung onslaught by commensal bacteria. RNAseq identifies CDV-induced overexpression of trefoil factor (TFF) peptides in the respiratory tract, which is absent in animals pre-infected with IAV. Severe outcomes of consecutive IAV/CDV infections are mitigated by oral antivirals even when initiated late. These findings validate the morbillivirus immune amnesia hypothesis, define measles treatment paradigms, and identify priming of the TFF axis through prior respiratory infections as risk factor for exacerbated morbillivirus disease.
Collapse
Affiliation(s)
- Robert M Cox
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Josef D Wolf
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Nicole A Lieberman
- Virology Division, Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Carolin M Lieber
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Hae-Ji Kang
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Zachary M Sticher
- Emory Institute for Drug Development, Emory University, Atlanta, GA, 30322, USA
| | - Jeong-Joong Yoon
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Meghan K Andrews
- Emory Institute for Drug Development, Emory University, Atlanta, GA, 30322, USA
| | | | - Rebecca E Krueger
- Emory Institute for Drug Development, Emory University, Atlanta, GA, 30322, USA
| | - Elizabeth B Sobolik
- Virology Division, Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Michael G Natchus
- Emory Institute for Drug Development, Emory University, Atlanta, GA, 30322, USA
| | - Andrew T Gewirtz
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA
| | - Rik L deSwart
- Department of Viroscience, Erasmus MC, Rotterdam, Netherlands
| | | | - Khan Hekmatyar
- Advanced Translational Imaging Facility, Georgia State University, Atlanta, GA, 30303, USA
| | - Kaori Sakamoto
- Department of Pathology, College of Veterinary Medicine, University of Georgia, Athens, GA, 30602, USA
| | - Alexander L Greninger
- Virology Division, Department of Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Richard K Plemper
- Center for Translational Antiviral Research, Georgia State University Institute for Biomedical Sciences, Atlanta, GA, 30303, USA.
| |
Collapse
|
22
|
Toure CT, Dieng I, Sankhe S, Kane M, Dia M, Mhamadi M, Ndiaye M, Faye O, Sall AA, Diagne MM, Faye O. Genomic Characterization of a Bataï Orthobunyavirus, Previously Classified as Ilesha Virus, from Field-Caught Mosquitoes in Senegal, Bandia 1969. Viruses 2024; 16:261. [PMID: 38400037 PMCID: PMC10892164 DOI: 10.3390/v16020261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Revised: 12/06/2023] [Accepted: 12/14/2023] [Indexed: 02/25/2024] Open
Abstract
Bataï virus (BATV), belonging to the Orthobunyavirus genus, is an emerging mosquito-borne virus with documented cases in Asia, Europe, and Africa. It causes various symptoms in humans and ruminants. Another related virus is Ilesha virus (ILEV), which causes a range of diseases in humans and is mainly found in African countries. This study aimed to genetically identify and characterize a BATV strain previously misclassified as ILEV in Senegal. The strain was reactivated and subjected to whole genome sequencing using an Illumina-based approach. Genetic analyses and phylogeny were performed to assess the evolutionary relationships. Genomic analyses revealed a close similarity between the Senegal strain and the BATV strains UgMP-6830 from Uganda. The genetic distances indicated high homology. Phylogenetic analysis confirmed the Senegal strain's clustering with BATV. This study corrects the misclassification, confirming the presence of BATV in West Africa. This research represents the first evidence of BATV circulation in West Africa, underscoring the importance of genomic approaches in virus classification. Retrospective sequencing is crucial for reevaluating strains and identifying potential public health threats among neglected viruses.
Collapse
Affiliation(s)
- Cheikh Talibouya Toure
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
- Department of Animal Biology, Faculty of Science, University Cheikh Anta Diop, BP. 5005, Dakar 10700, Senegal
| | - Idrissa Dieng
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
| | - Safietou Sankhe
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
| | - Mouhamed Kane
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
| | - Moussa Dia
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
| | - Moufid Mhamadi
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
- Department of Animal Biology, Faculty of Science, University Cheikh Anta Diop, BP. 5005, Dakar 10700, Senegal
| | - Mignane Ndiaye
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
- Department of Animal Biology, Faculty of Science, University Cheikh Anta Diop, BP. 5005, Dakar 10700, Senegal
| | - Ousmane Faye
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
| | - Amadou Alpha Sall
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
| | - Moussa Moise Diagne
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
| | - Oumar Faye
- Virology Department, Institut Pasteur de Dakar, 36 Avenue Pasteur, BP. 220, Dakar 12000, Senegal; (C.T.T.); (I.D.); (S.S.); (M.K.); (M.D.); (M.M.); (M.N.); (O.F.); (A.A.S.); (O.F.)
| |
Collapse
|
23
|
Hetterich J, Mirolo M, Kaiser F, Ludlow M, Reineking W, Zdora I, Hewicker-Trautwein M, Osterhaus ADME, Pees M. Concurrent Detection of a Papillomatous Lesion and Sequence Reads Corresponding to a Member of the Family Adintoviridae in a Bell's Hinge-Back Tortoise ( Kinixys belliana). Animals (Basel) 2024; 14:247. [PMID: 38254416 PMCID: PMC10812802 DOI: 10.3390/ani14020247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Revised: 01/04/2024] [Accepted: 01/05/2024] [Indexed: 01/24/2024] Open
Abstract
An adult male Bell's hinge-back tortoise (Kinixys belliana) was admitted to a veterinary clinic due to a swelling in the oral cavity. Physical examination revealed an approximately 2.5 × 1.5 cm sized, irregularly shaped tissue mass with villiform projections extending from its surface located in the oropharyngeal cavity. An initial biopsy was performed, and the lesion was diagnosed as squamous papilloma. Swabs taken for virological examination tested negative with specific PCRs for papillomavirus and herpesvirus. Further analysis of the oropharyngeal mass via metagenomic sequencing revealed sequence reads corresponding to a member of the family Adintoviridae. The tissue mass was removed one week after the initial examination. The oral cavity remained unsuspicious in follow-up examinations performed after one, five and twenty weeks. However, a regrowth of the tissue was determined 23 months after the initial presentation. The resampled biopsy tested negative for sequence reads of Adintoviridae. Conclusively, this report presents the diagnostic testing and therapy of an oral cavity lesion of unknown origin. The significance of concurrent metagenomic determination of adintovirus sequence reads within the tissue lesion is discussed.
Collapse
Affiliation(s)
- Johannes Hetterich
- Department of Small Mammal, Reptile and Avian Medicine and Surgery, University of Veterinary Medicine Hannover Foundation, Bünteweg 9, 30559 Hannover, Germany;
| | - Monica Mirolo
- Research Center for Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany; (M.M.); (M.L.); (A.D.M.E.O.)
| | - Franziska Kaiser
- Research Center for Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany; (M.M.); (M.L.); (A.D.M.E.O.)
| | - Martin Ludlow
- Research Center for Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany; (M.M.); (M.L.); (A.D.M.E.O.)
| | - Wencke Reineking
- Department of Pathology, University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany (I.Z.); (M.H.-T.)
| | - Isabel Zdora
- Department of Pathology, University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany (I.Z.); (M.H.-T.)
| | - Marion Hewicker-Trautwein
- Department of Pathology, University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany (I.Z.); (M.H.-T.)
| | - Albert D. M. E. Osterhaus
- Research Center for Emerging Infections and Zoonoses (RIZ), University of Veterinary Medicine Hannover Foundation, Bünteweg 17, 30559 Hannover, Germany; (M.M.); (M.L.); (A.D.M.E.O.)
| | - Michael Pees
- Department of Small Mammal, Reptile and Avian Medicine and Surgery, University of Veterinary Medicine Hannover Foundation, Bünteweg 9, 30559 Hannover, Germany;
| |
Collapse
|
24
|
Chu VT, Tsitsiklis A, Mick E, Ambroggio L, Kalantar KL, Glascock A, Osborne CM, Wagner BD, Matthay MA, DeRisi JL, Calfee CS, Mourani PM, Langelier CR. The antibiotic resistance reservoir of the lung microbiome expands with age in a population of critically ill patients. Nat Commun 2024; 15:92. [PMID: 38168095 PMCID: PMC10762195 DOI: 10.1038/s41467-023-44353-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 12/11/2023] [Indexed: 01/05/2024] Open
Abstract
Antimicrobial resistant lower respiratory tract infections are an increasing public health threat and an important cause of global mortality. The lung microbiome can influence susceptibility of respiratory tract infections and represents an important reservoir for exchange of antimicrobial resistance genes. Studies of the gut microbiome have found an association between age and increasing antimicrobial resistance gene burden, however, corollary studies in the lung microbiome remain absent. We performed an observational study of children and adults with acute respiratory failure admitted to the intensive care unit. From tracheal aspirate RNA sequencing data, we evaluated age-related differences in detectable antimicrobial resistance gene expression in the lung microbiome. Using a multivariable logistic regression model, we find that detection of antimicrobial resistance gene expression was significantly higher in adults compared with children after adjusting for demographic and clinical characteristics. This association remained significant after additionally adjusting for lung bacterial microbiome characteristics, and when modeling age as a continuous variable. The proportion of adults expressing beta-lactam, aminoglycoside, and tetracycline antimicrobial resistance genes was higher compared to children. Together, these findings shape our understanding of the lung resistome in critically ill patients across the lifespan, which may have implications for clinical management and global public health.
Collapse
Affiliation(s)
- Victoria T Chu
- Division of Infectious Diseases & Global Health, University of California, San Francisco, CA, USA
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Division of Pulmonary and Critical Care Medicine, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | | | | | - Christina M Osborne
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
| | - Brandie D Wagner
- Department of Pediatrics, University of Colorado and Children's Hospital Colorado, Aurora, CO, USA
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Michael A Matthay
- Division of Pulmonary and Critical Care Medicine, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Joseph L DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Carolyn S Calfee
- Division of Pulmonary and Critical Care Medicine, Cardiovascular Research Institute, University of California, San Francisco, CA, USA
| | - Peter M Mourani
- Arkansas Children's Research Institute, Arkansas Children's Hospital, Little Rock, AR, USA
| | - Charles R Langelier
- Division of Infectious Diseases, University of California, San Francisco, CA, USA.
- Chan Zuckerberg Biohub, San Francisco, CA, USA.
| |
Collapse
|
25
|
Ansari N, Kabir F, Khan W, Khalid F, Malik AA, Warren JL, Mehmood U, Kazi AM, Yildirim I, Tanner W, Kalimuddin H, Kanwar S, Aziz F, Memon A, Alam MM, Ikram A, Meschke JS, Jehan F, Omer SB, Nisar MI. Environmental surveillance for COVID-19 using SARS-CoV-2 RNA concentration in wastewater - a study in District East, Karachi, Pakistan. THE LANCET REGIONAL HEALTH. SOUTHEAST ASIA 2024; 20:100299. [PMID: 38234701 PMCID: PMC10794106 DOI: 10.1016/j.lansea.2023.100299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 04/18/2023] [Accepted: 09/28/2023] [Indexed: 01/19/2024]
Abstract
Background Wastewater-based surveillance is used to track the temporal patterns of the SARS-CoV-2 virus in communities. Viral RNA particle detection in wastewater samples can indicate an outbreak within a catchment area. We describe the feasibility of using a sewage network to monitor SARS-CoV-2 trend and use of genomic sequencing to describe the viral variant abundance in an urban district in Karachi, Pakistan. This was among the first studies from Pakistan to demonstrate the surveillance for SARS-CoV-2 from a semi-formal sewage system. Methods Four sites draining into the Lyari River in District East, Karachi, were identified and included in the current study. Raw sewage samples were collected early morning twice weekly from each site between June 10, 2021 and January 17, 2022, using Bag Mediated Filtration System (BMFS). Secondary concentration of filtered samples was achieved by ultracentrifugation and skim milk flocculation. SARS-CoV-2 RNA concentrations in the samples were estimated using PCR (Qiagen ProMega kits for N1 & N2 genes). A distributed-lag negative binomial regression model within a hierarchical Bayesian framework was used to describe the relationship between wastewater RNA concentration and COVID-19 cases from the catchment area. Genomic sequencing was performed using Illumina iSeq100. Findings Among the 151 raw sewage samples included in the study, 123 samples (81.5%) tested positive for N1 or N2 genes. The average SARS-CoV-2 RNA concentrations in the sewage samples at each lag (1-14 days prior) were associated with the cases reported for the respective days, with a peak association observed on lag day 10 (RR: 1.15; 95% Credible Interval: 1.10-1.21). Genomic sequencing showed that the delta variant dominated till September 2022, while the omicron variant was identified in November 2022. Interpretation Wastewater-based surveillance, together with genomic sequencing provides valuable information for monitoring the community temporal trend of SARS-CoV-2. Funding PATH, Bill & Melinda Gates Foundation, and Global Innovation Fund.
Collapse
Affiliation(s)
- Nadia Ansari
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Furqan Kabir
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Waqasuddin Khan
- CITRIC Centre for Bioinformatics and Computational Biology, Department of Paediatrics and Child Health, Faculty of Health Sciences, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Farah Khalid
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Amyn Abdul Malik
- Yale Institute for Global Health, Yale University, New Haven, CT, USA
- Section of Infectious Diseases and Global Health, Department of Paediatrics, Yale School of Medicine, Yale University, New Haven, CT, USA
| | - Joshua L. Warren
- Yale School of Public Health, Yale University, New Haven, CT, USA
| | - Usma Mehmood
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Abdul Momin Kazi
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Inci Yildirim
- Yale Institute for Global Health, Yale University, New Haven, CT, USA
- Section of Infectious Diseases and Global Health, Department of Paediatrics, Yale School of Medicine, Yale University, New Haven, CT, USA
- Yale School of Public Health, Yale University, New Haven, CT, USA
| | - Windy Tanner
- Yale School of Public Health, Yale University, New Haven, CT, USA
| | - Hussain Kalimuddin
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Samiah Kanwar
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
- CITRIC Centre for Bioinformatics and Computational Biology, Department of Paediatrics and Child Health, Faculty of Health Sciences, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Fatima Aziz
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Arslan Memon
- District Health Office (East), Karachi, Pakistan
| | | | - Aamer Ikram
- National Institutes of Health, Chak Shahzad, Islamabad, Pakistan
| | | | - Fyezah Jehan
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
- CITRIC Centre for Bioinformatics and Computational Biology, Department of Paediatrics and Child Health, Faculty of Health Sciences, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| | - Saad B. Omer
- Yale Institute for Global Health, Yale University, New Haven, CT, USA
- Section of Infectious Diseases and Global Health, Department of Paediatrics, Yale School of Medicine, Yale University, New Haven, CT, USA
- Yale School of Public Health, Yale University, New Haven, CT, USA
- Yale School of Nursing, Orange, CT, USA
| | - Muhammad Imran Nisar
- Faculty of Health Sciences, Department of Paediatrics and Child Health, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
- CITRIC Centre for Bioinformatics and Computational Biology, Department of Paediatrics and Child Health, Faculty of Health Sciences, Medical College, The Aga Khan University, Stadium Road, Karachi 74800, Pakistan
| |
Collapse
|
26
|
Tekin B, Enninga EAL, Norgan AP, Erickson LA, Vanderbilt C, Gupta S, Guo R. Panviral metagenomic sequencing provides further evidence for human papillomavirus 42 association with digital papillary adenocarcinoma. Hum Pathol 2024; 143:77-80. [PMID: 37972872 DOI: 10.1016/j.humpath.2023.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 10/23/2023] [Indexed: 11/19/2023]
Affiliation(s)
- Burak Tekin
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | - Elizabeth Ann L Enninga
- Departments of Immunology, Obstetrics and Gynecology, Mayo Clinic College of Medicine, Rochester, MN, USA.
| | - Andrew P Norgan
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | - Lori A Erickson
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | - Chad Vanderbilt
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Sounak Gupta
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| | - Ruifeng Guo
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
| |
Collapse
|
27
|
Brighton K, Fisch S, Wu H, Vigil K, Aw TG. Targeted community wastewater surveillance for SARS-CoV-2 and Mpox virus during a festival mass-gathering event. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 906:167443. [PMID: 37793442 DOI: 10.1016/j.scitotenv.2023.167443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 08/24/2023] [Accepted: 09/26/2023] [Indexed: 10/06/2023]
Abstract
Wastewater surveillance has emerged recently as a powerful approach to understanding infectious disease dynamics in densely populated zones. Wastewater surveillance, while promising as a public health tool, is often hampered by slow turn-around times, complex analytical protocols, and resource-intensive techniques. In this study, we evaluated an affinity capture method and microfluidic digital PCR as a rapid approach to quantify severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), mpox (formerly known as monkeypox) virus, and fecal indicator, pepper mild mottle virus (PMMoV) in wastewater during a mass-gathering event. Wastewater samples (n = 131) were collected from residential and commercial manholes, pump stations, and a city's wastewater treatment plant. The use of Nanotrap® Microbiome Particles and microfluidic digital PCR produced comparable results to other established methodologies, with reduced process complexity and analytical times, providing same day results for public health preparedness and response. Using indigenous SARS-CoV-2 and PMMoV in wastewater, the average viral recovery efficiency was estimated at 10.1 %. Both SARS-CoV-2 N1 and N2 genes were consistently detected throughout the sampling period, with increased RNA concentrations mainly in wastewater samples collected from commercial area after festival mass gatherings. The mpox virus was sporadically detected in wastewater samples during the surveillance period, without distinct temporal trends. SARS-CoV-2 RNA concentrations in the city's wastewater mirrored the city's COVID-19 cases, confirming the predictive properties of wastewater surveillance. Wastewater surveillance continues to be beneficial for tracking diseases that display gastrointestinal symptoms, including SARS-CoV-2, and can be a powerful tool for sentinel surveillance. However, careful site selection and a thorough understanding of community dynamics are necessary when performing targeted surveillance during temporary mass-gathering events as potential confirmation bias may occur.
Collapse
Affiliation(s)
- Keegan Brighton
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Samuel Fisch
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Huiyun Wu
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Katie Vigil
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA
| | - Tiong Gim Aw
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, New Orleans, LA, USA.
| |
Collapse
|
28
|
Langelier C, Pickering H, Schaenman J, Phan H, Maguire C, Tsitsiklis A, Rouphael N, Higuita N, Atkinson M, Breckenridge S, Fung M, Messer W, Salehi-Rad R, Altman M, Becker P, Bosinger S, Eckalbar W, Hoch A, Jayavelu N, Kim-Schulze S, Jenkins M, Kleinstein S, Krammer F, Maecker H, Ozonoff A, Diray-Arce J, Shaw A, Baden L, Levy O, Reed E. Host-Microbe Multi-omic Profiling Identifies a Unique Program of COVID-19 Inflammatory Dysregulation in Solid Organ Transplant Recipients. RESEARCH SQUARE 2023:rs.3.rs-3621844. [PMID: 38196658 PMCID: PMC10775393 DOI: 10.21203/rs.3.rs-3621844/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/11/2024]
Abstract
Coronavirus disease 2019 (COVID-19) poses significant risks for solid organ transplant (SOT) recipients, who have atypical but poorly characterized immune responses to SARS-CoV-2 infection. We sought to understand and the host immunologic and microbial features of COVID-19 in SOT recipients by leveraging a prospective multicenter cohort of 1164 hospitalized patients. Using multi-omic immuoprofiling, we studied 86 SOT recipients in this cohort, who were age- and sex-matched 2:1 with 172 non-SOT controls. PBMC and nasal transcriptional profiling unexpectedly demonstrated upregulation of innate immune pathways related to interferon (IFN) and Toll-like receptor signaling, and complement activation, in SOT recipients. Longitudinal analyses across the first 30-days post-hospitalization demonstrated persistent upregulation of these innate immunity pathways in SOT recipients. The levels of several proinflammatory serum chemokines, such as CX3CL1 and KITLG, were also higher in SOT recipients at the time of hospitalization, although IFN-gamma levels were lower. We observed differential dynamics of CXCL11, which remained persistently elevated in SOT recipients over the course of hospitalization. Nasal microbiome alpha diversity was higher in SOT recipients versus controls, but no differences in taxonomic abundance beyond SARS-CoV-2 were observed. SOT recipients had higher nasal SARS-CoV-2 viral loads and impaired viral clearance compared to controls. Antibody analysis demonstrated lower anti-SARS-CoV-2 spike IgG levels in SOT recipients upon hospitalization, but no distinctions over time compared to controls. Mass cytometry demonstrated marked differences in blood immune cell populations, with SOT recipients exhibiting decreased plasmablasts and transitional B cells, and increased senescent T cells. Severe disease in SOT recipients was characterized by a less robust induction of inflammatory chemokines, such as IL-6 and CCL7, and a more subtle proinflammatory transcriptional response in the blood and airway. Together, our study reveals distinct immune features and altered viral dynamics in SOT recipients compared to non-SOT controls. We unexpectedly find that SOT recipients exhibit an augmented, predominantly innate immune response in both the blood and upper respiratory tract that remains relatively stable across disease severity, in contrast to non-SOT controls. These findings may relate to the paradoxical observation that SOT recipients have similar COVID-19 mortality rates versus the general population, despite being more susceptible to SARS-CoV-2 infection, remaining infectious longer, and having higher rates of hospitalization. In summary, we find that COVID-19 in SOT recipients is characterized by a biologically distinct immune state, suggesting the potential for unique prognostic biomarkers and therapeutic approaches in this vulnerable population.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | - Patrice Becker
- National Institute of Allergy and Infectious Diseases/National Institutes of Health
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
29
|
Sheele JM, Peta V, Miron A, Balvin O, Cain D, Edelheit S, McCormick T, Pietri JE. A metatranscriptomic evaluation of viruses in field-collected bed bugs. Parasitol Res 2023; 123:4. [PMID: 38049683 DOI: 10.1007/s00436-023-08049-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2023] [Accepted: 11/03/2023] [Indexed: 12/06/2023]
Abstract
Cimex lectularius, known as the common bed bug, is a widespread hematophagous human ectoparasite and urban pest that is not known to be a vector of any human infectious disease agents. However, few studies in the era of molecular biology have profiled the microorganisms harbored by field populations of bed bugs. The objective of this study was to examine the viruses present in a large sampling of common bed bugs and related bat bugs (Cimex pipistrelle). RNA sequencing was undertaken on an international sampling of > 500 field-collected bugs, and multiple workflows were used to assemble contigs and query these against reference nucleotide databases to identify viral genomes. Shuangao bed bug virus 2, an uncharacterized rhabdovirus previously discovered in Cimex hemipterus from China, was found in several bed bug pools from the USA and Europe, as well as in C. pipistrelle, suggesting that this virus is common among bed bug populations. In addition, Shuangao bed bug virus 1 was detected in a bed bug pool from China, and sequences matching Enterobacteria phage P7 were found in all bed bug pools, indicating the ubiquitous presence of phage-derived elements in the genome of the bed bug or its enterobacterial symbiont. However, viral diversity was low in bed bugs in our study, as no other viral genomes were detected with significant coverage. These results provide evidence against frequent virus infection in bed bugs. Nonetheless, our investigation had several important limitations, and additional studies should be conducted to better understand the prevalence and composition of viruses in bed bugs. Most notably, our study largely focused on insects from urban areas in industrialized nations, thus likely missing infrequent virus infections and those that could occur in rural or tropical environments or developing nations.
Collapse
Affiliation(s)
- Johnathan M Sheele
- Department of Emergency Medicine, University Hospitals Cleveland Medical Center & Case Western Reserve University, Cleveland, OH, USA.
- Department of Emergency Medicine, Mayo Clinic, Jacksonville, FL, 32224, USA.
| | - Vincent Peta
- Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, 57069, USA
| | - Alexander Miron
- Department of Genetics and Genome Sciences, Case Western Reserve University, Cleveland, OH, USA
| | - Ondrej Balvin
- Department of Ecology, Czech University of Life Sciences Prague, Prague, Czech Republic
| | - David Cain
- Bed Bugs Limited, 3 Cobden Road, London, UK
| | - Simone Edelheit
- Department of Dermatology, Case Western Reserve University, Cleveland, OH, USA
| | - Tom McCormick
- Department of Dermatology, Case Western Reserve University, Cleveland, OH, USA
| | - Jose E Pietri
- Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, SD, 57069, USA.
| |
Collapse
|
30
|
Hurley S, Eden JS, Bingham J, Rodriguez M, Neave MJ, Johnson A, Howard-Jones AR, Kok J, Anazodo A, McMullan B, Williams DT, Watson J, Solinas A, Kim KW, Rawlinson W. Fatal Human Neurologic Infection Caused by Pigeon Avian Paramyxovirus-1, Australia. Emerg Infect Dis 2023; 29:2482-2487. [PMID: 37987582 PMCID: PMC10683822 DOI: 10.3201/eid2912.230250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2023] Open
Abstract
Avian paramyxovirus type 1 (APMV-1) is a virus of birds that results in a range of outcomes, from asymptomatic infections to outbreaks of systemic respiratory and neurologic disease, depending on the virus strain and the avian species affected. Humans are rarely affected; those who are predominantly experience mild conjunctivitis. We report a fatal case of neurologic disease in a 2-year-old immunocompromised child in Australia. Metagenomic sequencing and histopathology identified the causative agent as the pigeon variant of APMV-1. This diagnosis should be considered in neurologic conditions of undefined etiologies. Agnostic metagenomic sequencing methods are useful in such settings to direct diagnostic and therapeutic efforts.
Collapse
Affiliation(s)
| | | | - John Bingham
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - Michael Rodriguez
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - Matthew J. Neave
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - Alexandra Johnson
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - Annaleise R. Howard-Jones
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - Jen Kok
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - Antoinette Anazodo
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - Brendan McMullan
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - David T. Williams
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - James Watson
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | - Annalisa Solinas
- Prince of Wales Hospital, Randwick, New South Wales, Australia (S. Hurley, K.W. Kim)
- Westmead Institute for Medical Research Centre for Virus Research, Westmead, New South Wales, Australia (J.S. Eden)
- Sydney Institute for Infectious Diseases, University of Sydney Faculty of Medicine and Health, Sydney, New South Wales, Australia (J.S. Eden, A.R. Howard-Jones)
- CSIRO Australian Centre for Disease Preparedness, Geelong, Victoria, Australia (J. Bingham, M.J. Neave, D.T. Williams, J. Watson)
- Prince of Wales and Sydney Children’s Hospital, Randwick (M. Rodriguez, A. Solinas)
- Sydney Children’s Hospital, Randwick (A. Johnson, B. McMullan)
- Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology–Institute of Clinical Pathology and Medical Research, Westmead (A.R. Howard-Jones, J. Kok)
- Kids Cancer Centre, Sydney Children’s Hospital, Randwick (A. Anazodo)
- University of New South Wales Faculty of Medicine and Health, School of Clinical Medicine, Sydney (B. McMullan, K. Kim)
- Prince of Wales Hospital and Community Health Services, Sydney (W. Rawlinson)
- University of New South Wales Schools of Clinical Medicine, Biotechnology and Biomolecular Sciences, Sydney (W. Rawlinson)
| | | | | |
Collapse
|
31
|
Olarte-Castillo XA, Plimpton L, McQueary H, Sun Y, Yu YT, Cover S, Richardson AN, Jin Y, Grenier JK, Cummings KJ, Bunting E, Diuk-Wasser M, Needle D, Schuler K, Stanhope MJ, Whittaker G, Goodman LB. Detection and characterization of novel luchacoviruses, genus Alphacoronavirus, in saliva and feces of meso-carnivores in the northeastern United States. J Virol 2023; 97:e0082923. [PMID: 37882520 PMCID: PMC10688340 DOI: 10.1128/jvi.00829-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Accepted: 10/08/2023] [Indexed: 10/27/2023] Open
Abstract
IMPORTANCE Several coronaviruses (CoVs) have been detected in domesticated, farmed, and wild meso-carnivores, causing a wide range of diseases and infecting diverse species, highlighting their important but understudied role in the epidemiology of these viruses. Assessing the viral diversity hosted in wildlife species is essential to understand their significance in the cross-species transmission of CoVs. Our focus here was on CoV discovery in meso-carnivores in the Northeast United States as a potential "hotspot" area with high density of humans and urban wildlife. This study identifies novel alphacoronaviruses circulating in multiple free-ranging wild and domestic species in this area and explores their potential epidemiological importance based on regions of the Spike gene, which are relevant for virus-host interactions.
Collapse
Affiliation(s)
- Ximena A. Olarte-Castillo
- Department of Microbiology & Immunology, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
- James A. Baker Institute for Animal Health, Cornell University College of Veterinary Medicine, Ithaca, New York, USA
| | - Laura Plimpton
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, USA
| | - Holly McQueary
- James A. Baker Institute for Animal Health, Cornell University College of Veterinary Medicine, Ithaca, New York, USA
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Yining Sun
- James A. Baker Institute for Animal Health, Cornell University College of Veterinary Medicine, Ithaca, New York, USA
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Y. Tina Yu
- James A. Baker Institute for Animal Health, Cornell University College of Veterinary Medicine, Ithaca, New York, USA
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Sarah Cover
- James A. Baker Institute for Animal Health, Cornell University College of Veterinary Medicine, Ithaca, New York, USA
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Amy N. Richardson
- James A. Baker Institute for Animal Health, Cornell University College of Veterinary Medicine, Ithaca, New York, USA
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Yuhan Jin
- James A. Baker Institute for Animal Health, Cornell University College of Veterinary Medicine, Ithaca, New York, USA
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Jennifer K. Grenier
- Transcriptional Regulation and Expression Facility, Biotechnology Resource Center, Institute of Biotechnology, Cornell University, Ithaca, New York, USA
| | - Kevin J. Cummings
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Elizabeth Bunting
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Maria Diuk-Wasser
- Department of Ecology, Evolution and Environmental Biology, Columbia University, New York, USA
| | - David Needle
- New Hampshire Veterinary Diagnostic Laboratory, College of Life Sciences and Agriculture, University of New Hampshire, Durham, USA
| | - Krysten Schuler
- Cornell Wildlife Health Lab, Animal Health Diagnostic Center, Cornell College of Veterinary Medicine, Ithaca, New York, USA
| | - Michael J. Stanhope
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Gary Whittaker
- Department of Microbiology & Immunology, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Laura B. Goodman
- James A. Baker Institute for Animal Health, Cornell University College of Veterinary Medicine, Ithaca, New York, USA
- Department of Public and Ecosystem Health, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| |
Collapse
|
32
|
Zinter MS, Dvorak CC, Mayday MY, Reyes G, Simon MR, Pearce EM, Kim H, Shaw PJ, Rowan CM, Auletta JJ, Martin PL, Godder K, Duncan CN, Lalefar NR, Kreml EM, Hume JR, Abdel-Azim H, Hurley C, Cuvelier GDE, Keating AK, Qayed M, Killinger JS, Fitzgerald JC, Hanna R, Mahadeo KM, Quigg TC, Satwani P, Castillo P, Gertz SJ, Moore TB, Hanisch B, Abdel-Mageed A, Phelan R, Davis DB, Hudspeth MP, Yanik GA, Pulsipher MA, Sulaiman I, Segal LN, Versluys BA, Lindemans CA, Boelens JJ, DeRisi JL. Pulmonary microbiome and transcriptome signatures reveal distinct pathobiologic states associated with mortality in two cohorts of pediatric stem cell transplant patients. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.11.29.23299130. [PMID: 38077035 PMCID: PMC10705623 DOI: 10.1101/2023.11.29.23299130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/21/2023]
Abstract
Lung injury is a major determinant of survival after pediatric hematopoietic cell transplantation (HCT). A deeper understanding of the relationship between pulmonary microbes, immunity, and the lung epithelium is needed to improve outcomes. In this multicenter study, we collected 278 bronchoalveolar lavage (BAL) samples from 229 patients treated at 32 children's hospitals between 2014-2022. Using paired metatranscriptomes and human gene expression data, we identified 4 patient clusters with varying BAL composition. Among those requiring respiratory support prior to sampling, in-hospital mortality varied from 22-60% depending on the cluster (p=0.007). The most common patient subtype, Cluster 1, showed a moderate quantity and high diversity of commensal microbes with robust metabolic activity, low rates of infection, gene expression indicating alveolar macrophage predominance, and low mortality. The second most common cluster showed a very high burden of airway microbes, gene expression enriched for neutrophil signaling, frequent bacterial infections, and moderate mortality. Cluster 3 showed significant depletion of commensal microbes, a loss of biodiversity, gene expression indicative of fibroproliferative pathways, increased viral and fungal pathogens, and high mortality. Finally, Cluster 4 showed profound microbiome depletion with enrichment of Staphylococci and viruses, gene expression driven by lymphocyte activation and cellular injury, and the highest mortality. BAL clusters were modeled with a random forest classifier and reproduced in a geographically distinct validation cohort of 57 patients from The Netherlands, recapitulating similar cluster-based mortality differences (p=0.022). Degree of antibiotic exposure was strongly associated with depletion of BAL microbes and enrichment of fungi. Potential pathogens were parsed from all detected microbes by analyzing each BAL microbe relative to the overall microbiome composition, which yielded increased sensitivity for numerous previously occult pathogens. These findings support personalized interpretation of the pulmonary microenvironment in pediatric HCT, which may facilitate biology-targeted interventions to improve outcomes.
Collapse
Affiliation(s)
- Matt S Zinter
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
- Division of Allergy, Immunology, and Bone Marrow Transplantation, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Christopher C Dvorak
- Division of Allergy, Immunology, and Bone Marrow Transplantation, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Madeline Y Mayday
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
- Departments of Laboratory Medicine and Pathology, Yale School of Medicine, New Haven, CT, USA
| | - Gustavo Reyes
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Miriam R Simon
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Emma M Pearce
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Hanna Kim
- Division of Critical Care Medicine, Department of Pediatrics, University of California, San Francisco, San Francisco, CA, USA
| | - Peter J Shaw
- The Children`s Hospital at Westmead, Sydney, Australia
| | - Courtney M Rowan
- Indiana University, Department of Pediatrics, Division of Critical Care Medicine, Indianapolis, IN, USA
| | - Jeffrey J Auletta
- Hematology/Oncology/BMT and Infectious Diseases, Nationwide Children's Hospital, Columbus, OH, USA
- CIBMTR (Center for International Blood and Marrow Transplant Research), National Marrow Donor Program/Be The Match, Minneapolis, MN, USA
| | - Paul L Martin
- Division of Pediatric and Cellular Therapy, Duke University Medical Center, Durham, NC, USA
| | - Kamar Godder
- Cancer and Blood Disorders Center, Nicklaus Children's Hospital, Miami, FL, USA
| | - Christine N Duncan
- Harvard Medical School, Boston, Massachusetts; Division of Pediatric Oncology, Department of Pediatrics, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Nahal R Lalefar
- Division of Pediatric Hematology/Oncology, UCSF Benioff Children's Hospital Oakland, University of California San Francisco, Oakland, CA, USA
| | - Erin M Kreml
- Department of Child Health, Division of Critical Care Medicine, University of Arizona, Phoenix, AZ, USA
| | - Janet R Hume
- University of Minnesota, Department of Pediatrics, Division of Critical Care Medicine, Minneapolis, MN, USA
| | - Hisham Abdel-Azim
- Department of Pediatrics, Division of Hematology/Oncology and Transplant and Cell Therapy, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Loma Linda University School of Medicine, Cancer Center, Children Hospital and Medical Center, Loma Linda, CA, USA
| | - Caitlin Hurley
- Division of Critical Care, Department of Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN, USA
| | - Geoffrey D E Cuvelier
- CancerCare Manitoba, Manitoba Blood and Marrow Transplant Program, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Amy K Keating
- Center for Cancer and Blood Disorders, Children's Hospital Colorado and University of Colorado, Aurora, CO, USA
- Harvard Medical School, Boston, Massachusetts; Division of Pediatric Oncology, Department of Pediatrics, Dana-Farber Cancer Institute and Boston Children's Hospital, Boston, MA, USA
| | - Muna Qayed
- Aflac Cancer & Blood Disorders Center, Children's Healthcare of Atlanta and Emory University, Atlanta, GA, USA
| | - James S Killinger
- Division of Pediatric Critical Care, Department of Pediatrics, Weill Cornell Medicine, New York, NY, USA
| | - Julie C Fitzgerald
- Department of Anesthesiology and Critical Care, Perelman School of Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA, USA
| | - Rabi Hanna
- Department of Pediatric Hematology, Oncology and Blood and Marrow Transplantation, Pediatric Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Kris M Mahadeo
- Department of Pediatrics, Division of Hematology/Oncology, MD Anderson Cancer Center, Houston, TX, USA
- Division of Pediatric and Cellular Therapy, Duke University Medical Center, Durham, NC, USA
| | - Troy C Quigg
- Pediatric Blood and Marrow Transplantation Program, Texas Transplant Institute, Methodist Children's Hospital, San Antonio, TX, USA
- Section of Pediatric BMT and Cellular Therapy, Helen DeVos Children's Hospital, Grand Rapids, MI, USA
| | - Prakash Satwani
- Division of Pediatric Hematology, Oncology and Stem Cell Transplantation, Department of Pediatrics, Columbia University, New York, NY, USA
| | - Paul Castillo
- University of Florida, Gainesville, UF Health Shands Children's Hospital, Gainesville, FL, USA
| | - Shira J Gertz
- Department of Pediatrics, Division of Critical Care Medicine, Joseph M Sanzari Children's Hospital at Hackensack University Medical Center, Hackensack, NJ, USA
- Department of Pediatrics, St. Barnabas Medical Center, Livingston, NJ, USA
| | - Theodore B Moore
- Department of Pediatric Hematology-Oncology, Mattel Children's Hospital, University of California, Los Angeles, CA, USA
| | - Benjamin Hanisch
- Children's National Hospital, Washington, District of Columbia, USA
| | - Aly Abdel-Mageed
- Section of Pediatric BMT and Cellular Therapy, Helen DeVos Children's Hospital, Grand Rapids, MI, USA
| | - Rachel Phelan
- Division of Pediatric Hematology/Oncology/BMT, Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Dereck B Davis
- Department of Pediatrics, Hematology/Oncology, University of Mississippi Medical Center, Jackson, MS, USA
| | - Michelle P Hudspeth
- Adult and Pediatric Blood & Marrow Transplantation, Pediatric Hematology/Oncology, Medical University of South Carolina Children's Hospital/Hollings Cancer Center, Charleston, SC, USA
| | - Greg A Yanik
- Pediatric Blood and Bone Marrow Transplantation, Michigan Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Michael A Pulsipher
- Division of Hematology, Oncology, Transplantation, and Immunology, Primary Children's Hospital, Huntsman Cancer Institute, Spense Fox Eccles School of Medicine at the University of Utah, Salt Lake City, UT, USA
| | - Imran Sulaiman
- Departments of Respiratory Medicine, Royal College of Surgeons in Ireland, Dublin, Ireland
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York University (NYU) Langone Health, New York, NY, USA
| | - Leopoldo N Segal
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York University (NYU) Langone Health, New York, NY, USA
| | - Birgitta A Versluys
- Department of Stem Cell Transplantation, Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
- Division of Pediatrics, University Medical Center Utrecht, Utrecht, Netherlands
| | - Caroline A Lindemans
- Department of Medicine, Division of Pulmonary and Critical Care Medicine, Laura and Isaac Perlmutter Cancer Center, New York University Grossman School of Medicine, New York University (NYU) Langone Health, New York, NY, USA
- Department of Stem Cell Transplantation, Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
| | - Jaap J Boelens
- Department of Stem Cell Transplantation, Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands
- Division of Pediatrics, University Medical Center Utrecht, Utrecht, Netherlands
- Transplantation and Cellular Therapy, MSK Kids, Department of Pediatrics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Joseph L DeRisi
- Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| |
Collapse
|
33
|
Lu J, Murugesan K, Senchyna F, Budvytiene I, Banaei N. Accuracy of QuantiFERON in active tuberculosis suspects with comorbidities and nontuberculous mycobacterial infection in Northern California. J Clin Microbiol 2023; 61:e0077523. [PMID: 37843251 PMCID: PMC10662337 DOI: 10.1128/jcm.00775-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 08/26/2023] [Indexed: 10/17/2023] Open
Abstract
The QuantiFERON-TB Gold (QFT) is routinely utilized in North American health systems to detect a cellular immune response to Mycobacterium tuberculosis antigens in symptomatic and asymptomatic patients. The sensitivity of QFT in tuberculosis (TB) patients with comorbidities is not well established and the specificity of QFT in patients with nontuberculous mycobacteria (NTM) infections is incompletely understood. Between 2012 and 2023, all patients with culture-positive TB and patients with NTM infection per the expert diagnostic guidelines or biopsy-proven NTM infection who had a concurrent QFT test were included in this study. The sensitivity and specificity of QFT were measured in TB and NTM patients, respectively. In 109 patients with active TB, the overall sensitivity of QFT was 78.0% (85/109; 95% CI: 70.1, 85.7). The sensitivity was 86.0% (49/57; 95% CI: 76.6, 94.8) and 69.2% (36/52; 95% CI: 56.7, 81.8) in immunocompetent and immunocompromised patients, respectively. The overall specificity of QFT in 88 patients with NTM infection was 76.1% (67/88; 95% CI: 67.2, 85.0). After the exclusion of 17 NTM patients with risk factors for latent TB infection, the specificity was 94.4% (67/71; 95% CI: 89.1, 99.7). Two patients had NTM species known to cross-react with QFT. In two NTM patients infected with species (Mycobacterium intracellulare subsp. intracellulare and Mycobacterium intracellulare subsp. chimaera) not known to cross-react, whole genome sequencing did not detect ESAT-6 or CFP-10. In Northern California, the QFT assay demonstrated moderately low to moderately high sensitivity in TB patients and very high specificity in NTM patients, thus ruling out concerns for cross-reactivity with NTM.
Collapse
Affiliation(s)
- Jacky Lu
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Kanagavel Murugesan
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Fiona Senchyna
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
| | - Indre Budvytiene
- Clinical Microbiology Laboratory, Stanford Health Care, Palo Alto, California, USA
| | - Niaz Banaei
- Department of Pathology, Stanford University School of Medicine, Stanford, California, USA
- Clinical Microbiology Laboratory, Stanford Health Care, Palo Alto, California, USA
- Division of Infectious Diseases & Geographic Medicine, Stanford University School of Medicine, Stanford, California, USA
| |
Collapse
|
34
|
Zhao Y, Huang F, Wang W, Gao R, Fan L, Wang A, Gao SH. Application of high-throughput sequencing technologies and analytical tools for pathogen detection in urban water systems: Progress and future perspectives. THE SCIENCE OF THE TOTAL ENVIRONMENT 2023; 900:165867. [PMID: 37516185 DOI: 10.1016/j.scitotenv.2023.165867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 07/31/2023]
Abstract
The ubiquitous presence of pathogenic microorganisms, such as viruses, bacteria, fungi, and protozoa, in urban water systems poses a significant risk to public health. The emergence of infectious waterborne diseases mediated by urban water systems has become one of the leading global causes of mortality. However, the detection and monitoring of these pathogenic microorganisms have been limited by the complexity and diversity in the environmental samples. Conventional methods were restricted by long assay time, high benchmarks of identification, and narrow application sceneries. Novel technologies, such as high-throughput sequencing technologies, enable potentially full-spectrum detection of trace pathogenic microorganisms in complex environmental matrices. This review discusses the current state of high-throughput sequencing technologies for identifying pathogenic microorganisms in urban water systems with a concise summary. Furthermore, future perspectives in pathogen research emphasize the need for detection methods with high accuracy and sensitivity, the establishment of precise detection standards and procedures, and the significance of bioinformatics software and platforms. We have compiled a list of pathogens analysis software/platforms/databases that boast robust engines and high accuracy for preference. We highlight the significance of analyses by combining targeted and non-targeted sequencing technologies, short and long reads technologies, sequencing technologies, and bioinformatic tools in pursuing upgraded biosafety in urban water systems.
Collapse
Affiliation(s)
- Yanmei Zhao
- State Key Laboratory of Urban Water Resource and Environment, School of Civil & Environmental Engineering, Harbin Institute of Technology Shenzhen, Shenzhen 518055, China
| | - Fang Huang
- State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China
| | - Wenxiu Wang
- Department of Ocean Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, China.
| | - Rui Gao
- State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China
| | - Lu Fan
- Department of Ocean Science and Engineering, Southern University of Science and Technology (SUSTech), Shenzhen, China; Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, China
| | - Aijie Wang
- State Key Laboratory of Urban Water Resource and Environment, School of Civil & Environmental Engineering, Harbin Institute of Technology Shenzhen, Shenzhen 518055, China; State Key Laboratory of Urban Water Resource and Environment, School of Environment, Harbin Institute of Technology, Harbin 150090, China
| | - Shu-Hong Gao
- State Key Laboratory of Urban Water Resource and Environment, School of Civil & Environmental Engineering, Harbin Institute of Technology Shenzhen, Shenzhen 518055, China.
| |
Collapse
|
35
|
Langat SK, Kerich G, Cinkovich S, Johnson J, Ambale J, Yalwala S, Opot B, Garges E, Ojwang E, Eyase F. Genome sequences of Phasi Charoen-like phasivirus and Fako virus from Aedes aegypti mosquitoes collected in coastal Kenya. Microbiol Resour Announc 2023; 12:e0067823. [PMID: 37846988 PMCID: PMC10652973 DOI: 10.1128/mra.00678-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Accepted: 09/18/2023] [Indexed: 10/18/2023] Open
Abstract
We report the sequencing of two viruses, Phasi Charoen-like phasivirus (PCLV) and Fako virus (FAKV), which were detected in a pool of Aedes aegypti from Kenya. Analysis showed a high similarity of PCLV to publicly available PCLV genomes from Kenya. FAKV showed a high genetic divergence from publicly available FAKV genomes.
Collapse
Affiliation(s)
- Solomon K. Langat
- Department of Entomology and Vector Borne Infections, United States Army Medical Research Directorate-Africa (USAMRD-A), Center for Clinical Research, Kenya Medical Research Institute (KEMRI), Kisumu, Kenya
- Center for Virus Research, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| | - Gladys Kerich
- Department of Entomology and Vector Borne Infections, United States Army Medical Research Directorate-Africa (USAMRD-A), Center for Clinical Research, Kenya Medical Research Institute (KEMRI), Kisumu, Kenya
| | - Stephanie Cinkovich
- Global Emerging Infections Surveillance Branch, Armed Forces Health Surveillance Division, Defense Health Agency, Silver Spring, Maryland, USA
- Cherokee Nation Strategic Programs, Tulsa, Oklahoma, USA
| | - Jaree Johnson
- Armed Forces Pest Management Board, Silver Spring, Maryland, USA
| | - Janet Ambale
- Department of Entomology and Vector Borne Infections, United States Army Medical Research Directorate-Africa (USAMRD-A), Center for Clinical Research, Kenya Medical Research Institute (KEMRI), Kisumu, Kenya
| | - Santos Yalwala
- Department of Entomology and Vector Borne Infections, United States Army Medical Research Directorate-Africa (USAMRD-A), Center for Clinical Research, Kenya Medical Research Institute (KEMRI), Kisumu, Kenya
| | - Benjamin Opot
- Department of Entomology and Vector Borne Infections, United States Army Medical Research Directorate-Africa (USAMRD-A), Center for Clinical Research, Kenya Medical Research Institute (KEMRI), Kisumu, Kenya
| | - Eric Garges
- Department of Entomology and Vector Borne Infections, United States Army Medical Research Directorate-Africa (USAMRD-A), Center for Clinical Research, Kenya Medical Research Institute (KEMRI), Kisumu, Kenya
| | - Elly Ojwang
- Department of Entomology and Vector Borne Infections, United States Army Medical Research Directorate-Africa (USAMRD-A), Center for Clinical Research, Kenya Medical Research Institute (KEMRI), Kisumu, Kenya
| | - Fredrick Eyase
- Department of Entomology and Vector Borne Infections, United States Army Medical Research Directorate-Africa (USAMRD-A), Center for Clinical Research, Kenya Medical Research Institute (KEMRI), Kisumu, Kenya
- Center for Virus Research, Kenya Medical Research Institute (KEMRI), Nairobi, Kenya
| |
Collapse
|
36
|
Strochkov V, Beloussov V, Solomadin M, Granica J, Yegorov S, Orkara S, Sandybayev N. Full genome sequence of a human rhinovirus A1B, obtained in Kazakhstan. Microbiol Resour Announc 2023; 12:e0074923. [PMID: 37796012 PMCID: PMC10652953 DOI: 10.1128/mra.00749-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 08/30/2023] [Indexed: 10/06/2023] Open
Abstract
Here, we report the full nucleotide sequence of the RvA1B/KZ/2021/87 rhinovirus, identified through metagenomic sequencing of nasopharyngeal swabs collected from patients exhibiting respiratory symptoms in Kazakhstan during 2021.
Collapse
Affiliation(s)
- Vitaliy Strochkov
- Kazakhstan-Japan Innovation Centre, Kazakh National Agrarian Research University (KazNARU), Almaty, Kazakhstan
| | | | - Maxim Solomadin
- School of Pharmacy, Karaganda Medical University, Karaganda, Kazakhstan
| | - Joanna Granica
- TreeGene Molecular Genetics Laboratory, Almaty, Kazakhstan
| | - Sergey Yegorov
- Department of Biochemistry and Biomedical Sciences, Michael G. DeGroote Institute for Infectious Disease Research, McMaster Immunology Research Centre, McMaster University, Hamilton, Ontario, Canada
- School of Sciences and Humanities, Nazarbayev University, Astana, Kazakhstan
| | - Shynggys Orkara
- Kazakhstan-Japan Innovation Centre, Kazakh National Agrarian Research University (KazNARU), Almaty, Kazakhstan
| | - Nurlan Sandybayev
- Kazakhstan-Japan Innovation Centre, Kazakh National Agrarian Research University (KazNARU), Almaty, Kazakhstan
| |
Collapse
|
37
|
Neira V, Melgarejo C, Urzúa-Encina C, Berrios F, Valdes V, Mor S, Brito-Rodriguez B, Ramirez-Toloza GA. Identification and characterization of porcine Rotavirus A in Chilean swine population. Front Vet Sci 2023; 10:1240346. [PMID: 38026647 PMCID: PMC10652281 DOI: 10.3389/fvets.2023.1240346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Accepted: 10/04/2023] [Indexed: 12/01/2023] Open
Abstract
Rotavirus A (RVA) is a common cause of diarrhea in newborn pigs, leading to significant economic losses. RVA is considered a major public health concern due to genetic evolution, high prevalence, and pathogenicity in humans and animals. The objective of this study was to identify and characterize RVA in swine farms in Chile. A total of 154 samples (86 oral fluids and 68 fecal samples) were collected, from 22 swine farms. 58 (38%) samples belonging to 14 farms were found positive for RVA by real-time RT-PCR. The samples with low Ct values (21) and the two isolates were selected for whole genome sequencing. Nearly complete genomes were assembled from both isolates and partial genomes were assembled from five clinical samples. BLAST analysis confirmed that these sequences are related to human and swine-origin RVA. The genomic constellation was G5/G3-P[7]-I5-R1-C1-M1-A8-N1-T1-E1-H1. Phylogenetic analysis showed that VP4, VP1, VP2, NSP2, NSP3, NSP4, and NSP5 sequences were grouped in monophyletic clusters, suggesting a single introduction. The phylogenies for VP7, VP6, VP3, and NSP1 indicated two different origins of the Chilean sequences. The phylogenetic trees showed that most of the Chilean RVA sequences are closely related to human and swine-origin RVA detected across the world. The results highlight the potential zoonotic nature of RVA circulating in Chilean swine farms. Therefore, it is important to continue RVA whole genome sequencing globally to fully understand its complex epidemiology and early detection and characterization of zoonotic strains.
Collapse
Affiliation(s)
- Victor Neira
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Cristián Melgarejo
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Constanza Urzúa-Encina
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Felipe Berrios
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Valentina Valdes
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| | - Sunil Mor
- Veterinary Population Medicine, College of Veterinary Medicine, University of Minnesota, Saint Paul, MN, United States
- Department of Veterinary and Biomedical Sciences, Animal Disease Research and Diagnostic Laboratory, South Dakota State University, Brookings, SD, United States
| | | | - Galia Andrea Ramirez-Toloza
- Departamento de Medicina Preventiva Animal, Facultad de Ciencias Veterinarias y Pecuarias, Universidad de Chile, Santiago, Chile
| |
Collapse
|
38
|
Kramer AM, Thornlow B, Ye C, De Maio N, McBroome J, Hinrichs AS, Lanfear R, Turakhia Y, Corbett-Detig R. Online Phylogenetics with matOptimize Produces Equivalent Trees and is Dramatically More Efficient for Large SARS-CoV-2 Phylogenies than de novo and Maximum-Likelihood Implementations. Syst Biol 2023; 72:1039-1051. [PMID: 37232476 PMCID: PMC10627557 DOI: 10.1093/sysbio/syad031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 05/14/2023] [Accepted: 06/22/2023] [Indexed: 05/27/2023] Open
Abstract
Phylogenetics has been foundational to SARS-CoV-2 research and public health policy, assisting in genomic surveillance, contact tracing, and assessing emergence and spread of new variants. However, phylogenetic analyses of SARS-CoV-2 have often relied on tools designed for de novo phylogenetic inference, in which all data are collected before any analysis is performed and the phylogeny is inferred once from scratch. SARS-CoV-2 data sets do not fit this mold. There are currently over 14 million sequenced SARS-CoV-2 genomes in online databases, with tens of thousands of new genomes added every day. Continuous data collection, combined with the public health relevance of SARS-CoV-2, invites an "online" approach to phylogenetics, in which new samples are added to existing phylogenetic trees every day. The extremely dense sampling of SARS-CoV-2 genomes also invites a comparison between likelihood and parsimony approaches to phylogenetic inference. Maximum likelihood (ML) and pseudo-ML methods may be more accurate when there are multiple changes at a single site on a single branch, but this accuracy comes at a large computational cost, and the dense sampling of SARS-CoV-2 genomes means that these instances will be extremely rare because each internal branch is expected to be extremely short. Therefore, it may be that approaches based on maximum parsimony (MP) are sufficiently accurate for reconstructing phylogenies of SARS-CoV-2, and their simplicity means that they can be applied to much larger data sets. Here, we evaluate the performance of de novo and online phylogenetic approaches, as well as ML, pseudo-ML, and MP frameworks for inferring large and dense SARS-CoV-2 phylogenies. Overall, we find that online phylogenetics produces similar phylogenetic trees to de novo analyses for SARS-CoV-2, and that MP optimization with UShER and matOptimize produces equivalent SARS-CoV-2 phylogenies to some of the most popular ML and pseudo-ML inference tools. MP optimization with UShER and matOptimize is thousands of times faster than presently available implementations of ML and online phylogenetics is faster than de novo inference. Our results therefore suggest that parsimony-based methods like UShER and matOptimize represent an accurate and more practical alternative to established ML implementations for large SARS-CoV-2 phylogenies and could be successfully applied to other similar data sets with particularly dense sampling and short branch lengths.
Collapse
Affiliation(s)
- Alexander M Kramer
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA
| | - Bryan Thornlow
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA
| | - Cheng Ye
- Department of Electrical and Computer Engineering, University of California San Diego, San Diego, CA 92093, USA
| | - Nicola De Maio
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Cambridge CB10 1SD, UK
| | - Jakob McBroome
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA
| | - Angie S Hinrichs
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA
| | - Robert Lanfear
- Department of Ecology and Evolution, Research School of Biology, Australian National University, Canberra, ACT 2601, Australia
| | - Yatish Turakhia
- Department of Electrical and Computer Engineering, University of California San Diego, San Diego, CA 92093, USA
| | - Russell Corbett-Detig
- Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA 95064, USA
- Genomics Institute, University of California Santa Cruz, Santa Cruz, CA 95064, USA
| |
Collapse
|
39
|
Mee L, Barribeau SM. Influence of social lifestyles on host-microbe symbioses in the bees. Ecol Evol 2023; 13:e10679. [PMID: 37928198 PMCID: PMC10620586 DOI: 10.1002/ece3.10679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 10/16/2023] [Accepted: 10/17/2023] [Indexed: 11/07/2023] Open
Abstract
Microbiomes are increasingly recognised as critical for the health of an organism. In eusocial insect societies, frequent social interactions allow for high-fidelity transmission of microbes across generations, leading to closer host-microbe coevolution. The microbial communities of bees with other social lifestyles are less studied, and few comparisons have been made between taxa that vary in social structure. To address this gap, we leveraged a cloud-computing resource and publicly available transcriptomic data to conduct a survey of microbial diversity in bee samples from a variety of social lifestyles and taxa. We consistently recover the core microbes of well-studied corbiculate bees, supporting this method's ability to accurately characterise microbial communities. We find that the bacterial communities of bees are influenced by host location, phylogeny and social lifestyle, although no clear effect was found for fungal or viral microbial communities. Bee genera with more complex societies tend to harbour more diverse microbes, with Wolbachia detected more commonly in solitary tribes. We present a description of the microbiota of Euglossine bees and find that they do not share the "corbiculate core" microbiome. Notably, we find that bacteria with known anti-pathogenic properties are present across social bee genera, suggesting that symbioses that enhance host immunity are important with higher sociality. Our approach provides an inexpensive means of exploring microbiomes of a given taxa and identifying avenues for further research. These findings contribute to our understanding of the relationships between bees and their associated microbial communities, highlighting the importance of considering microbiome dynamics in investigations of bee health.
Collapse
Affiliation(s)
- Lauren Mee
- Institute of Infection, Veterinary and Ecological Sciences, Department of Evolution, Ecology and BehaviourUniversity of LiverpoolLiverpoolUK
| | - Seth M. Barribeau
- Institute of Infection, Veterinary and Ecological Sciences, Department of Evolution, Ecology and BehaviourUniversity of LiverpoolLiverpoolUK
| |
Collapse
|
40
|
Horigan S, Kistler A, Ranaivoson HC, Andrianianina A, Andry S, Kettenburg G, Raharinosy V, Randriambolamanantsoa TH, Tato CM, Lacoste V, Heraud JM, Dussart P, Brook CE. Detection, characterization, and phylogenetic analysis of a near-whole genome sequence of a novel astrovirus in an endemic Malagasy fruit bat, Rousettus madagascariensis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.27.564436. [PMID: 37961349 PMCID: PMC10635015 DOI: 10.1101/2023.10.27.564436] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
Bats (order: Chiroptera ) are known to host a diverse range of viruses, some of which present a public health risk. Thorough viral surveillance is therefore essential to predict and potentially mitigate zoonotic spillover. Astroviruses (family: Astroviridae ) are an understudied group of viruses with a growing amount of indirect evidence for zoonotic transfer. Astroviruses have been detected in bats with significant prevalence and diversity, suggesting that bats may act as important astrovirus hosts. Most astrovirus surveillance in wild bat hosts has, to date, been restricted to single-gene PCR detection and concomitant Sanger sequencing; additionally, many bat species and many geographic regions have not yet been surveyed for astroviruses at all. Here, we use metagenomic Next Generation Sequencing (mNGS) to detect astroviruses in three species of Madagascar fruit bats, Eidolon dupreanum, Pteropus rufus, and Rousettus madagascariensis . We detect numerous partial sequences from all three species and one near-full length astrovirus sequence from Rousettus madagascariensis , which we use to characterize the evolutionary history of astroviruses both within bats and the broader mammalian clade, Mamastrovirus . Taken together, applications of mNGS implicate bats as important astrovirus hosts and demonstrate novel patterns of bat astrovirus evolutionary history, particularly in the Southwest Indian Ocean region.
Collapse
|
41
|
Gámbaro F, Pérez AB, Prot M, Agüera E, Baidaliuk A, Sánchez-Seco MP, Martínez-Martínez L, Vázquez A, Fernandez-Garcia MD, Simon-Loriere E. Untargeted metagenomic sequencing identifies Toscana virus in patients with idiopathic meningitis, southern Spain, 2015 to 2019. Euro Surveill 2023; 28:2200913. [PMID: 37943504 PMCID: PMC10636744 DOI: 10.2807/1560-7917.es.2023.28.45.2200913] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2022] [Accepted: 04/15/2023] [Indexed: 11/10/2023] Open
Abstract
BackgroundVarious pathogens, including bacteria, fungi, parasites, and viruses can lead to meningitis. Among viruses causing meningitis, Toscana virus (TOSV), a phlebovirus, is transmitted through sandfly bites. TOSV infection may be suspected if patients with enterovirus- and herpesvirus-negative aseptic (non-bacterial) meningitis recall recent insect bites. Other epidemiological factors (season, rural area) may be considered. The broad range of possible meningitis aetiologies poses considerable diagnosis challenges. Untargeted metagenomic next-generation sequencing (mNGS) can potentially identify pathogens, which are not considered or detected in routine diagnostic panels.AimIn this retrospective, single-centre observational study, we investigated mNGS usefulness to understand the cause of meningitis when conventional approaches fail.MethodsCerebrospinal fluid (CSF) samples from patients hospitalised in southern Spain in 2015-2019 with aseptic meningitis and no aetiology found by conventional testing, were subjected to mNGS. Patients' demographic characteristics had been recorded and physicians had asked them about recent insect bites. Obtained viral genome sequences were phylogenetically analysed.ResultsAmong 23 idiopathic cases, TOSV was identified in eight (all male; median age: 39 years, range: 15-78 years). Five cases lived in an urban setting, three occurred in autumn and only one recalled insect bites. Phylogenetic analysis of TOSV segment sequences supported one intra-genotype reassortment event.ConclusionsOur study highlights the usefulness of mNGS for identifying viral pathogens directly in CSF. In southern Spain, TOSV should be considered regardless of recalling of insect bites or other epidemiological criteria. Detection of a disease-associated reassortant TOSV emphasises the importance of monitoring the spread and evolution of phleboviruses in Mediterranean countries.
Collapse
Affiliation(s)
- Fabiana Gámbaro
- G5 Evolutionary Genomics of RNA Viruses, Institut Pasteur, Université Paris Cité, Paris, France
| | - Ana Belén Pérez
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Córdoba, Spain
- Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Matthieu Prot
- G5 Evolutionary Genomics of RNA Viruses, Institut Pasteur, Université Paris Cité, Paris, France
| | - Eduardo Agüera
- Universidad de Córdoba, Córdoba, Spain
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Córdoba, Spain
- Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Artem Baidaliuk
- G5 Evolutionary Genomics of RNA Viruses, Institut Pasteur, Université Paris Cité, Paris, France
| | - María Paz Sánchez-Seco
- National Centre for Microbiology, Instituto de Salud Carlos III, Madrid, Spain
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Luis Martínez-Martínez
- Universidad de Córdoba, Córdoba, Spain
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Córdoba, Spain
- Hospital Universitario Reina Sofía, Córdoba, Spain
| | - Ana Vázquez
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- National Centre for Microbiology, Instituto de Salud Carlos III, Madrid, Spain
| | - María Dolores Fernandez-Garcia
- These authors contributed equally to this work and share last authorship and correspondence
- CIBER de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII), Madrid, Spain
- Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC), Córdoba, Spain
- National Centre for Microbiology, Instituto de Salud Carlos III, Madrid, Spain
| | - Etienne Simon-Loriere
- These authors contributed equally to this work and share last authorship and correspondence
- G5 Evolutionary Genomics of RNA Viruses, Institut Pasteur, Université Paris Cité, Paris, France
| |
Collapse
|
42
|
Steinberg HE, Ramachandran PS, Diestra A, Pinchi L, Ferradas C, Kirwan DE, Diaz MM, Sciaudone M, Wapniarski A, Zorn KC, Calderón M, Cabrera L, Pinedo-Cancino V, Wilson MR, Asayag CR, Gilman RH, Bowman NM. Clinical and Metagenomic Characterization of Neurological Infections of People With Human Immunodeficiency Virus in the Peruvian Amazon. Open Forum Infect Dis 2023; 10:ofad515. [PMID: 37965640 PMCID: PMC10642733 DOI: 10.1093/ofid/ofad515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 10/26/2023] [Indexed: 11/16/2023] Open
Abstract
Background Neurological opportunistic infections cause significant morbidity and mortality in people with human immunodeficiency virus (HIV) but are difficult to diagnose. Methods One hundred forty people with HIV with acute neurological symptoms from Iquitos, Peru, were evaluated for cerebral toxoplasmosis with quantitative polymerase chain reaction (qPCR) of cerebrospinal fluid (CSF) and for cryptococcal meningitis with cryptococcal antigen test (CrAg) in serum or CSF. Differences between groups were assessed with standard statistical methods. A subset of samples was evaluated by metagenomic next-generation sequencing (mNGS) of CSF to compare standard diagnostics and identify additional diagnoses. Results Twenty-seven participants were diagnosed with cerebral toxoplasmosis by qPCR and 13 with cryptococcal meningitis by CrAg. Compared to participants without cerebral toxoplasmosis, abnormal Glasgow Coma Scale score (P = .05), unilateral focal motor signs (P = .01), positive Babinski reflex (P = .01), and multiple lesions on head computed tomography (CT) (P = .002) were associated with cerebral toxoplasmosis. Photophobia (P = .03) and absence of lesions on head CT (P = .02) were associated with cryptococcal meningitis. mNGS of 42 samples identified 8 cases of cerebral toxoplasmosis, 7 cases of cryptococcal meningitis, 5 possible cases of tuberculous meningitis, and incidental detections of hepatitis B virus (n = 1) and pegivirus (n = 1). mNGS had a positive percentage agreement of 71% and a negative percentage agreement of 91% with qPCR for T gondii. mNGS had a sensitivity of 78% and specificity of 100% for Cryptococcus diagnosis. Conclusions An infection was diagnosed by any method in only 34% of participants, demonstrating the challenges of diagnosing neurological opportunistic infections in this population and highlighting the need for broader, more sensitive diagnostic tests for central nervous system infections.
Collapse
Affiliation(s)
- Hannah E Steinberg
- Department of Microbiology and Immunology, University of Illinois Chicago, Chicago, Illinois, USA
| | - Prashanth S Ramachandran
- Department of Infectious Diseases, The Peter Doherty Institute for Immunity and Infection, University of Melbourne, Melbourne, Australia
- Department of Neurology, The Royal Melbourne Hospital, University of Melbourne, Melbourne, Australia
- Department of Neurology, St. Vincent’s Hospital, University of Melbourne, Melbourne, Australia
- Weill Institute for Neurosciences, Department of Neurology, University of California, SanFrancisco, San Francisco, California, USA
| | - Andrea Diestra
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | - Cusi Ferradas
- Emerging Diseases and Climate Change Research Unit, School of Public Health and Administration, Universidad Peruana Cayetano Heredia, Lima, Peru
- Department of Medicine and Epidemiology, School of Veterinary Medicine, University of California, Davis, Davis, California, USA
| | - Daniela E Kirwan
- Institute for Infection and Immunity, St George's, University of London, London, United Kingdom
| | - Monica M Diaz
- Department of Neurology, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Michael Sciaudone
- Division of Infectious Diseases, Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Annie Wapniarski
- Weill Institute for Neurosciences, Department of Neurology, University of California, SanFrancisco, San Francisco, California, USA
| | - Kelsey C Zorn
- Weill Institute for Neurosciences, Department of Neurology, University of California, SanFrancisco, San Francisco, California, USA
| | - Maritza Calderón
- Laboratorio de Investigación en Enfermedades Infecciosas, Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | - Viviana Pinedo-Cancino
- Laboratorio de Investigación de Productos Naturales Antiparasitarios de la Amazonía, Centro de Investigación de Recursos Naturales, Universidad Nacional de la Amazonía Peruana, Iquitos, Peru
- Faculty of Human Medicine, Universidad Nacional de la Amazonía Peruana, Iquitos, Peru
| | - Michael R Wilson
- Weill Institute for Neurosciences, Department of Neurology, University of California, SanFrancisco, San Francisco, California, USA
| | - Cesar Ramal Asayag
- Department of Clinical Sciences, Universidad Nacional de la Amazonía Peruana, Iquitos, Peru
- Department of Infectious and Tropical Diseases, Hospital Regional de Loreto, Iquitos, Peru
| | - Robert H Gilman
- Department of International Health, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland, USA
| | - Natalie M Bowman
- Division of Infectious Diseases, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| |
Collapse
|
43
|
Shuster KA, Yang TS, Snyder KT, Creanza N, Mitchell PK, Goodman LB, Grenier JK, Tataryn NM, Himmel LE, Gibson-Corley KN. Polyomavirus-associated Disseminated T-cell Lymphoma in a Colony of Zebra Finches ( Taeniopygia guttata). Comp Med 2023; 73:383-390. [PMID: 38087403 PMCID: PMC10702165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 06/13/2023] [Accepted: 06/20/2023] [Indexed: 12/18/2023]
Abstract
Four zebra finches in a closed research colony presented with variable clinical signs, including masses, skin lesions, shivering, and/or ruffled feathers. These birds were not responsive to treatment efforts; 3 died and one was euthanized. All 4 were submitted for necropsy to determine the cause of the clinical signs. Gross necropsy and histopathologic findings from all birds resulted in a diagnosis of round cell neoplasia in multiple organs, including the skin, liver, kidney, and reproductive tract, with intranuclear inclusion bodies in the neoplastic cells. In all 4 cases, immunohistochemical staining showed strong immunoreactivity for CD3 in 70% to 80% of the neoplastic round cells, with a relatively small subset that were immunopositive for Pax5. These findings supported a diagnosis of T-cell lymphoma. Frozen liver tissue from one case was submitted for next-generation sequencing (NGS), which revealed viral RNA with 100% sequence homology to canary polyomavirus strain 34639 that had originally been identified in a European goldfinch. Formalin-fixed paraffin-embedded scrolls from another case were also submitted for NGS, which revealed viral RNA with 97.2% sequence homology to canary polyomavirus strain 37273 that had originally been identified in a canary. To localize the virus in situ, RNAscope hybridization was performed using a probe designed to target the VP1 gene of the sequenced virus in frozen liver tissue. In all 4 cases, disseminated and robust hybridization signals were detected in neoplastic cells. These findings indicate that polyomaviruses have the potential to be oncogenic in zebra finches.
Collapse
Affiliation(s)
- Katherine A Shuster
- Division of Comparative Medicine, Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee;,
| | - Tzushan S Yang
- Division of Comparative Medicine, Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Kate T Snyder
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee
| | - Nicole Creanza
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee
| | | | - Laura B Goodman
- Cornell University College of Veterinary Medicine, Ithaca, New York
| | - Jennifer K Grenier
- Cornell Institute of Biotechnology, Transcriptional Regulation and Expression Facility, Ithaca, New York
| | - Nicholas M Tataryn
- Division of Comparative Medicine, Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Lauren E Himmel
- Division of Comparative Medicine, Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Katherine N Gibson-Corley
- Division of Comparative Medicine, Department of Pathology, Microbiology and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee
| |
Collapse
|
44
|
Rozo-Lopez P, Brewer W, Käfer S, Martin MM, Parker BJ. Untangling an insect's virome from its endogenous viral elements. BMC Genomics 2023; 24:636. [PMID: 37875824 PMCID: PMC10594914 DOI: 10.1186/s12864-023-09737-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 10/12/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND Insects are an important reservoir of viral biodiversity, but the vast majority of viruses associated with insects have not been discovered. Recent studies have employed high-throughput RNA sequencing, which has led to rapid advances in our understanding of insect viral diversity. However, insect genomes frequently contain transcribed endogenous viral elements (EVEs) with significant homology to exogenous viruses, complicating the use of RNAseq for viral discovery. METHODS In this study, we used a multi-pronged sequencing approach to study the virome of an important agricultural pest and prolific vector of plant pathogens, the potato aphid Macrosiphum euphorbiae. We first used rRNA-depleted RNAseq to characterize the microbes found in individual insects. We then used PCR screening to measure the frequency of two heritable viruses in a local aphid population. Lastly, we generated a quality draft genome assembly for M. euphorbiae using Illumina-corrected Nanopore sequencing to identify transcriptionally active EVEs in the host genome. RESULTS We found reads from two insect-specific viruses (a Flavivirus and an Ambidensovirus) in our RNAseq data, as well as a parasitoid virus (Bracovirus), a plant pathogenic virus (Tombusvirus), and two phages (Acinetobacter and APSE). However, our genome assembly showed that part of the 'virome' of this insect can be attributed to EVEs in the host genome. CONCLUSION Our work shows that EVEs have led to the misidentification of aphid viruses from RNAseq data, and we argue that this is a widespread challenge for the study of viral diversity in insects.
Collapse
Affiliation(s)
- Paula Rozo-Lopez
- Department of Microbiology, University of Tennessee, Knoxville, TN, 37916, USA.
| | - William Brewer
- Department of Microbiology, University of Tennessee, Knoxville, TN, 37916, USA
| | - Simon Käfer
- Institut Für Biologie Und Umweltwissenschaften, Carl Von Ossietzky Universität Oldenburg, 26129, Oldenburg, Germany
| | - McKayla M Martin
- Department of Microbiology, University of Tennessee, Knoxville, TN, 37916, USA
| | - Benjamin J Parker
- Department of Microbiology, University of Tennessee, Knoxville, TN, 37916, USA.
| |
Collapse
|
45
|
Mandal RK, Mandal A, Denny JE, Namazii R, John CC, Schmidt NW. Gut Bacteroides act in a microbial consortium to cause susceptibility to severe malaria. Nat Commun 2023; 14:6465. [PMID: 37833304 PMCID: PMC10575898 DOI: 10.1038/s41467-023-42235-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 10/03/2023] [Indexed: 10/15/2023] Open
Abstract
Malaria is caused by Plasmodium species and remains a significant cause of morbidity and mortality globally. Gut bacteria can influence the severity of malaria, but the contribution of specific bacteria to the risk of severe malaria is unknown. Here, multiomics approaches demonstrate that specific species of Bacteroides are causally linked to the risk of severe malaria. Plasmodium yoelii hyperparasitemia-resistant mice gavaged with murine-isolated Bacteroides fragilis develop P. yoelii hyperparasitemia. Moreover, Bacteroides are significantly more abundant in Ugandan children with severe malarial anemia than with asymptomatic P. falciparum infection. Human isolates of Bacteroides caccae, Bacteroides uniformis, and Bacteroides ovatus were able to cause susceptibility to severe malaria in mice. While monocolonization of germ-free mice with Bacteroides alone is insufficient to cause susceptibility to hyperparasitemia, meta-analysis across multiple studies support a main role for Bacteroides in susceptibility to severe malaria. Approaches that target gut Bacteroides present an opportunity to prevent severe malaria and associated deaths.
Collapse
Affiliation(s)
- Rabindra K Mandal
- Ryan White Center for Pediatric Infectious Diseases and Global Health, Herman B Wells Center for Pediatric Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Anita Mandal
- Ryan White Center for Pediatric Infectious Diseases and Global Health, Herman B Wells Center for Pediatric Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Joshua E Denny
- Department of Microbiology and Immunology, University of Louisville, Louisville, KY, USA
| | - Ruth Namazii
- Department of Paediatrics and Child Health, Makerere University, Kampala, Uganda
| | - Chandy C John
- Ryan White Center for Pediatric Infectious Diseases and Global Health, Herman B Wells Center for Pediatric Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Nathan W Schmidt
- Ryan White Center for Pediatric Infectious Diseases and Global Health, Herman B Wells Center for Pediatric Research, Department of Pediatrics, Indiana University School of Medicine, Indianapolis, IN, USA.
- Department of Microbiology and Immunology, University of Louisville, Louisville, KY, USA.
| |
Collapse
|
46
|
Potter-Birriel JM, Pollio AR, Knott BD, Chunashvili T, Fung CK, Conte MA, Reinbold-Wasson DD, Hang J. Metagenomics analysis reveals presence of the Merida-like virus in Georgia. Front Microbiol 2023; 14:1258810. [PMID: 37901812 PMCID: PMC10602647 DOI: 10.3389/fmicb.2023.1258810] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 09/27/2023] [Indexed: 10/31/2023] Open
Abstract
Arbovirus surveillance is fundamental for the discovery of novel viruses and prevention of febrile vector-borne illnesses. Vector-borne pathogens can rapidly expand and adapt in new geographic and environmental conditions. In this study, metagenomic surveillance was conducted to identify novel viruses in the Country of Georgia. A total of 521 mosquitoes were captured near a military training facility and pooled from species Culex pipiens (Linnaeus) (87%) and Aedes albopictus (Skuse) (13%). We decided to further analyze the Culex pipiens mosquitoes, due to the more extensive number of samples collected. Our approach was to utilize an unbiased total RNA-seq for pathogen discovery in order to explore the mosquito virome. The viral reads from this analysis were mostly aligned to Insect-specific viruses from two main families, the Iflaviridae; a positive-stranded RNA virus and the Rhabdoviridae; a negative- and single-stranded RNA virus. Our pathogen discovery analysis revealed viral reads aligning to the Merida-like virus Turkey (MERDLVT) strain among the Rhabdoviridae. To further validate this result, we conducted a BLAST sequence comparison analysis of our samples with the MERDLVT strain. Our positive samples aligned to the MERDLVT strain with 96-100% sequence identity and 99.7-100% sequence coverage. A bootstrapped maximum-likelihood phylogenetic tree was used to evaluate the evolutionary relationships among these positive pooled specimens with the (MERDLVT) strain. The Georgia samples clustered most closely with two strains from Turkey, the Merida-like virus KE-2017a isolate 139-1-21 and the Merida-like virus Turkey isolate P431. Collectively, these results show the presence of the MERDLVT strain in Georgia.
Collapse
Affiliation(s)
| | - Adam R. Pollio
- Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Brian D. Knott
- U.S. Army Medical Research Directorate – Georgia (USAMRD-G), Walter Reed Army Institute of Research, Tbilisi, Georgia
| | - Tamar Chunashvili
- U.S. Army Medical Research Directorate – Georgia (USAMRD-G), Walter Reed Army Institute of Research, Tbilisi, Georgia
| | - Christian K. Fung
- Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Matthew A. Conte
- Walter Reed Army Institute of Research, Silver Spring, MD, United States
| | - Drew D. Reinbold-Wasson
- U.S. Army Medical Research Directorate – Georgia (USAMRD-G), Walter Reed Army Institute of Research, Tbilisi, Georgia
| | - Jun Hang
- Walter Reed Army Institute of Research, Silver Spring, MD, United States
| |
Collapse
|
47
|
Earnest R, Hahn AM, Feriancek NM, Brandt M, Filler RB, Zhao Z, Breban MI, Vogels CBF, Chen NFG, Koch RT, Porzucek AJ, Sodeinde A, Garbiel A, Keanna C, Litwak H, Stuber HR, Cantoni JL, Pitzer VE, Olarte Castillo XA, Goodman LB, Wilen CB, Linske MA, Williams SC, Grubaugh ND. Survey of white-footed mice in Connecticut, USA reveals low SARS-CoV-2 seroprevalence and infection with divergent betacoronaviruses. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.22.559030. [PMID: 37808797 PMCID: PMC10557615 DOI: 10.1101/2023.09.22.559030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Diverse mammalian species display susceptibility to and infection with SARS-CoV-2. Potential SARS-CoV-2 spillback into rodents is understudied despite their host role for numerous zoonoses and human proximity. We assessed exposure and infection among white-footed mice (Peromyscus leucopus) in Connecticut, USA. We observed 1% (6/540) wild-type neutralizing antibody seroprevalence among 2020-2022 residential mice with no cross-neutralization of variants. We detected no SARS-CoV-2 infections via RT-qPCR, but identified non-SARS-CoV-2 betacoronavirus infections via pan-coronavirus PCR among 1% (5/468) of residential mice. Sequencing revealed two divergent betacoronaviruses, preliminarily named Peromyscus coronavirus-1 and -2. Both belong to the Betacoronavirus 1 species and are ~90% identical to the closest known relative, Porcine hemagglutinating encephalomyelitis virus. Low SARS-CoV-2 seroprevalence suggests white-footed mice may not be sufficiently susceptible or exposed to SARS-CoV-2 to present a long-term human health risk. However, the discovery of divergent, non-SARS-CoV-2 betacoronaviruses expands the diversity of known rodent coronaviruses and further investigation is required to understand their transmission extent.
Collapse
Affiliation(s)
- Rebecca Earnest
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Anne M Hahn
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Nicole M Feriancek
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Matthew Brandt
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Renata B Filler
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Zhe Zhao
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Mallery I Breban
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Chantal B F Vogels
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Nicholas F G Chen
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Robert T Koch
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Abbey J Porzucek
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Afeez Sodeinde
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Alexa Garbiel
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Claire Keanna
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Hannah Litwak
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Heidi R Stuber
- Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Jamie L Cantoni
- Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Virginia E Pitzer
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
| | - Ximena A Olarte Castillo
- Department of Microbiology and Immunology, Cornell University College of Veterinary Medicine, Ithaca, NY 14853
| | - Laura B Goodman
- Department of Public & Ecosystem Health, Cornell University College of Veterinary Medicine, Ithaca, NY 14853
| | - Craig B Wilen
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06520, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT 06520, USA
| | - Megan A Linske
- Department of Entomology, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Scott C Williams
- Department of Environmental Science and Forestry, The Connecticut Agricultural Experiment Station, New Haven, CT 06511, USA
| | - Nathan D Grubaugh
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06510, USA
| |
Collapse
|
48
|
Akter S, Rahman MS, Ali H, Minch B, Mehzabin K, Siddique MM, Galib SM, Yesmin F, Azmuda N, Adnan N, Hasan NA, Rahman SR, Moniruzzaman M, Ahmed MF. Phylogenetic diversity and functional potential of the microbial communities along the Bay of Bengal coast. Sci Rep 2023; 13:15976. [PMID: 37749192 PMCID: PMC10520010 DOI: 10.1038/s41598-023-43306-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 09/21/2023] [Indexed: 09/27/2023] Open
Abstract
The Bay of Bengal, the world's largest bay, is bordered by populous countries and rich in resources like fisheries, oil, gas, and minerals, while also hosting diverse marine ecosystems such as coral reefs, mangroves, and seagrass beds; regrettably, its microbial diversity and ecological significance have received limited research attention. Here, we present amplicon (16S and 18S) profiling and shotgun metagenomics data regarding microbial communities from BoB's eastern coast, viz., Saint Martin and Cox's Bazar, Bangladesh. From the 16S barcoding data, Proteobacteria appeared to be the dominant phylum in both locations, with Alteromonas, Methylophaga, Anaerospora, Marivita, and Vibrio dominating in Cox's Bazar and Pseudoalteromonas, Nautella, Marinomonas, Vibrio, and Alteromonas dominating the Saint Martin site. From the 18S barcoding data, Ochrophyta, Chlorophyta, and Protalveolata appeared among the most abundant eukaryotic divisions in both locations, with significantly higher abundance of Choanoflagellida, Florideophycidae, and Dinoflagellata in Cox's Bazar. The shotgun sequencing data reveals that in both locations, Alteromonas is the most prevalent bacterial genus, closely paralleling the dominance observed in the metabarcoding data, with Methylophaga in Cox's Bazar and Vibrio in Saint Martin. Functional annotations revealed that the microbial communities in these samples harbor genes for biofilm formation, quorum sensing, xenobiotics degradation, antimicrobial resistance, and a variety of other processes. Together, these results provide the first molecular insight into the functional and phylogenetic diversity of microbes along the BoB coast of Bangladesh. This baseline understanding of microbial community structure and functional potential will be critical for assessing impacts of climate change, pollution, and other anthropogenic disturbances on this ecologically and economically vital bay.
Collapse
Affiliation(s)
- Salma Akter
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, Bangladesh
| | - M Shaminur Rahman
- Department of Microbiology, Jashore University of Science and Technology, Jashore, Bangladesh
| | - Hazrat Ali
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, Bangladesh
| | - Benjamin Minch
- Department of Marine Biology and Ecology, Rosenstiel School of Marine, Atmospheric, and Earth Science, University of Miami, Coral Gables, FL, USA
| | - Kaniz Mehzabin
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, Bangladesh
| | - Md Moradul Siddique
- Department of Computer Science and Engineering, Jashore University of Science and Technology, Jashore, Bangladesh
| | - Syed Md Galib
- Department of Computer Science and Engineering, Jashore University of Science and Technology, Jashore, Bangladesh
| | - Farida Yesmin
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, Bangladesh
| | - Nafisa Azmuda
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, Bangladesh
| | - Nihad Adnan
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, Bangladesh
| | - Nur A Hasan
- University of Maryland, College Park, MD, USA
| | | | - Mohammad Moniruzzaman
- Department of Marine Biology and Ecology, Rosenstiel School of Marine, Atmospheric, and Earth Science, University of Miami, Coral Gables, FL, USA.
| | - Md Firoz Ahmed
- Department of Microbiology, Jahangirnagar University, Savar, Dhaka, Bangladesh.
| |
Collapse
|
49
|
Lim HGM, Fann YC, Lee YCG. COWID: an efficient cloud-based genomics workflow for scalable identification of SARS-COV-2. Brief Bioinform 2023; 24:bbad280. [PMID: 37738400 PMCID: PMC10516370 DOI: 10.1093/bib/bbad280] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 07/15/2023] [Accepted: 07/19/2023] [Indexed: 09/24/2023] Open
Abstract
Implementing a specific cloud resource to analyze extensive genomic data on severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) poses a challenge when resources are limited. To overcome this, we repurposed a cloud platform initially designed for use in research on cancer genomics (https://cgc.sbgenomics.com) to enable its use in research on SARS-CoV-2 to build Cloud Workflow for Viral and Variant Identification (COWID). COWID is a workflow based on the Common Workflow Language that realizes the full potential of sequencing technology for use in reliable SARS-CoV-2 identification and leverages cloud computing to achieve efficient parallelization. COWID outperformed other contemporary methods for identification by offering scalable identification and reliable variant findings with no false-positive results. COWID typically processed each sample of raw sequencing data within 5 min at a cost of only US$0.01. The COWID source code is publicly available (https://github.com/hendrick0403/COWID) and can be accessed on any computer with Internet access. COWID is designed to be user-friendly; it can be implemented without prior programming knowledge. Therefore, COWID is a time-efficient tool that can be used during a pandemic.
Collapse
Affiliation(s)
- Hendrick Gao-Min Lim
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan 11031
- Department of Medical Research, Tzu Chi Hospital Indonesia, Pantai Indah Kapuk, Greater Jakarta, Indonesia 14470
| | - Yang C Fann
- IT and Bioinformatics Program, Division of Intramural, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland, USA 20892
| | - Yuan-Chii Gladys Lee
- Graduate Institute of Biomedical Informatics, College of Medical Science and Technology, Taipei Medical University, Taipei, Taiwan 11031
| |
Collapse
|
50
|
Morán F, Olmos A, Candresse T, Ruiz-García AB. Complete Genome Characterization of Penicillimonavirus gammaplasmoparae, a Bipartite Member of the Family Mymonaviridae. PLANTS (BASEL, SWITZERLAND) 2023; 12:3300. [PMID: 37765464 PMCID: PMC10538141 DOI: 10.3390/plants12183300] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/05/2023] [Revised: 08/29/2023] [Accepted: 09/13/2023] [Indexed: 09/29/2023]
Abstract
In this study, we identified Plasmopara-viticola-lesion-associated mononegaambi virus 3 (recently classified as Penicillimonavirus gammaplasmoparae), a fungi-associated mymonavirus, in grapevine plants showing an unusual upward curling symptomatology on the leaves and premature decline. Mymonaviridae is a family comprising nine genera of negative-sense single-stranded RNA viruses infecting filamentous fungi, although few of them have been associated with oomycetes, plants, and insects. Although the first mymonavirus genome description was reported a decade ago, the genome organization of several genera in the family, including the genus Penicillimonavirus, has remained unclear to date. We have determined the complete genome of P. gammaplasmoparae, which represents the first complete genomic sequence for this genus. Moreover, we provide strong evidence that P. gammaplasmoparae genome is bipartite and comprises two RNA molecules of around 6150 and 4560 nt. Our results indicate that the grapevine powdery mildew pathogen, Erysiphe necator, was also present in the analyzed plants and suggest P. gammaplasmoparae could be infecting this fungus. However, whether the fungus and/or the mycovirus are associated with the symptomatology that initially prompted these efforts remains to be determined.
Collapse
Affiliation(s)
- Félix Morán
- Centro de Protección Vegetal y Biotecnología, Instituto Valenciano de Investigaciones Agrarias (IVIA), Ctra. Moncada-Náquera km 4.5, 46113 Valencia, Spain; (F.M.); (A.O.)
| | - Antonio Olmos
- Centro de Protección Vegetal y Biotecnología, Instituto Valenciano de Investigaciones Agrarias (IVIA), Ctra. Moncada-Náquera km 4.5, 46113 Valencia, Spain; (F.M.); (A.O.)
| | - Thierry Candresse
- UMR 1332 Biologie du Fruit et Pathologie, INRAE, University Bordeaux, CEDEX, 33882 Villenave d’Ornon, France;
| | - Ana Belén Ruiz-García
- Centro de Protección Vegetal y Biotecnología, Instituto Valenciano de Investigaciones Agrarias (IVIA), Ctra. Moncada-Náquera km 4.5, 46113 Valencia, Spain; (F.M.); (A.O.)
| |
Collapse
|