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Atencio LA, Quintero IJ, Almanza A, Eskildsen G, Sánchez-Gallego J, Herrera M, Fernández-Marín H, Loaiza JR, Mejía LC. Insights into the Naso-Oropharyngeal Bacterial Composition in Suspected SARS-CoV-2 Cases. Pathogens 2024; 13:615. [PMID: 39204216 PMCID: PMC11357247 DOI: 10.3390/pathogens13080615] [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: 05/29/2024] [Revised: 07/16/2024] [Accepted: 07/19/2024] [Indexed: 09/03/2024] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) was the causative agent of the coronavirus disease 2019 (COVID-19) pandemic. While research on COVID-19 has mainly focused on its epidemiology, pathogenesis, and treatment, studies on the naso-oropharyngeal microbiota have emerged in the last few years as an overlooked area of research. Here, we analyzed the bacterial community composition of the naso-oropharynx in 50 suspected SARS-CoV-2 cases (43 detected, 7 not detected) from Veraguas province (Panama) distributed across five age categories. Statistical analysis revealed no significant differences (p < 0.05) in bacterial alpha and beta diversities between the groups categorized by SARS-CoV-2 test results, age, or patient status. The genera Corynebacterium, Staphylococcus, Prevotella, Streptococcus, and Tepidiphilus were the most abundant in both detected and not-detected SARS-CoV-2 group. The linear discriminant analysis effect size (LEfSe) for biomarker exploration indicated that Veillonella and Prevotella were enriched in detected and hospitalized patients with SARS-CoV-2 relative to non-detected patients, while Thermoanaerobacterium and Haemophilus were enriched in non-detected patients with SARS-CoV-2. The results also indicated that the genus Corynebacterium was found to decrease in patients with detected SARS-CoV-2 relative to those with non-detected SARS-CoV-2. Understanding the naso-oropharyngeal microbiota provides insights into the diversity, composition, and resilience of the microbial community in patients with SARS-CoV-2.
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Affiliation(s)
- Librada A. Atencio
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT), Clayton, Panama City 0843-01103, Panama; (L.A.A.); (I.J.Q.); (A.A.); (H.F.-M.)
| | - Indira J. Quintero
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT), Clayton, Panama City 0843-01103, Panama; (L.A.A.); (I.J.Q.); (A.A.); (H.F.-M.)
| | - Alejandro Almanza
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT), Clayton, Panama City 0843-01103, Panama; (L.A.A.); (I.J.Q.); (A.A.); (H.F.-M.)
| | - Gilberto Eskildsen
- Departamento de Microbiología Humana, Facultad de Medicina, Universidad de Panamá, Panama City 0819-07289, Panama;
| | - Joel Sánchez-Gallego
- Department of Marine Earth and Atmospheric Sciences, North Carolina State University, Raleigh, NC 27695, USA;
- Coiba Scientific Station (COIBA AIP), Gustavo Lara Street, Bld. 145B, City of Knowledge, Clayton, Panama City 0843-01853, Panama
| | | | - Hermógenes Fernández-Marín
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT), Clayton, Panama City 0843-01103, Panama; (L.A.A.); (I.J.Q.); (A.A.); (H.F.-M.)
- Sistema Nacional de Investigación (SNI), Secretaría Nacional de Ciencia, Tecnología, e Innovación (SENACYT), Panama City 0816-02852, Panama
| | - José R. Loaiza
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT), Clayton, Panama City 0843-01103, Panama; (L.A.A.); (I.J.Q.); (A.A.); (H.F.-M.)
- Sistema Nacional de Investigación (SNI), Secretaría Nacional de Ciencia, Tecnología, e Innovación (SENACYT), Panama City 0816-02852, Panama
- Smithsonian Tropical Research Institute, Panama City 0843-03092, Panama
| | - Luis C. Mejía
- Centro de Biodiversidad y Descubrimiento de Drogas, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT), Clayton, Panama City 0843-01103, Panama; (L.A.A.); (I.J.Q.); (A.A.); (H.F.-M.)
- Sistema Nacional de Investigación (SNI), Secretaría Nacional de Ciencia, Tecnología, e Innovación (SENACYT), Panama City 0816-02852, Panama
- Smithsonian Tropical Research Institute, Panama City 0843-03092, Panama
- Departamento de Genética y Biología Molecular, Universidad de Panamá, Estafeta Universitaria Apartado 3366, Zona 4, Panama City 0819-07289, Panama
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Abstract
The development of novel culture-independent techniques of microbial identification has allowed a rapid progress in the knowledge of the nasopharyngeal microbiota and its role in health and disease. Thus, it has been demonstrated that the nasopharyngeal microbiota defends the host from invading pathogens that enter the body through the upper airways by participating in the modulation of innate and adaptive immune responses. The current COVID-19 pandemic has created an urgent need for fast-track research, especially to identify and characterize biomarkers to predict the disease severity and outcome. Since the nasopharyngeal microbiota diversity and composition could potentially be used as a prognosis biomarker for COVID-19 patients, which would pave the way for strategies aiming to reduce the disease severity by modifying such microbiota, dozens of research articles have already explored the possible associations between changes in the nasopharyngeal microbiota and the severity or outcome of COVID-19 patients. Unfortunately, results are controversial, as many studies with apparently similar experimental designs have reported contradictory data. Herein we put together, compare, and discuss all the relevant results on this issue reported to date. Even more interesting, we discuss in detail which are the limitations of these studies, that probably are the main sources of the high variability observed. Therefore, this work is useful not only for people interested in current knowledge about the relationship between the nasopharyngeal microbiota and COVID-19, but also for researchers who want to go further in this field while avoiding the limitations and variability of previous works.
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Affiliation(s)
- Sergio Candel
- Departamento de Biología Celular e Histología, Facultad de Biología, Universidad de Murcia, Murcia, Spain,Instituto Murciano de Investigación Biosanitaria (IMIB)-Pascual Parrilla, Murcia, Spain,Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
| | - Sylwia D. Tyrkalska
- Departamento de Biología Celular e Histología, Facultad de Biología, Universidad de Murcia, Murcia, Spain,Instituto Murciano de Investigación Biosanitaria (IMIB)-Pascual Parrilla, Murcia, Spain,Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, Madrid, Spain
| | | | - Victoriano Mulero
- Departamento de Biología Celular e Histología, Facultad de Biología, Universidad de Murcia, Murcia, Spain,Instituto Murciano de Investigación Biosanitaria (IMIB)-Pascual Parrilla, Murcia, Spain,Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, Madrid, Spain, Victoriano Mulero ; Sergio Candel ; Sylwia D. Tyrkalska Departamento de Biología Celular e Histología, Facultad de Biología, Universidad de Murcia, 30100, Murcia, Spain; Instituto Murciano de Investigación Biosanitaria (IMIB)-Pascual Parrilla, 30120, Murcia, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029, Madrid, Spain
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Mancabelli L, Taurino G, Ticinesi A, Ciociola T, Vacondio F, Milani C, Fontana F, Lugli GA, Tarracchini C, Alessandri G, Viappiani A, Bianchi M, Nouvenne A, Chetta AA, Turroni F, Meschi T, Mor M, Bussolati O, Ventura M. Disentangling the interactions between nasopharyngeal and gut microbiome and their involvement in the modulation of COVID-19 infection. Microbiol Spectr 2023; 11:e0219423. [PMID: 37728335 PMCID: PMC10581039 DOI: 10.1128/spectrum.02194-23] [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: 05/25/2023] [Accepted: 07/01/2023] [Indexed: 09/21/2023] Open
Abstract
The human organism is inhabited by trillions of microorganisms, known as microbiota, which are considered to exploit a pivotal role in the regulation of host health and immunity. Recent investigations have suggested a relationship between the composition of the human microbiota and COVID-19 infection, highlighting a possible role of bacterial communities in the modulation of the disease severity. In this study, we performed a shotgun metagenomics analysis to explore and compare the nasopharyngeal microbiota of 38 hospitalized Italian patients with and without COVID-19 infection during the third and fourth pandemic waves. In detail, the metagenomic analysis combined with specific correlation analyses suggested a positive association of several microbial species, such as S. parasanguinis and P. melaninogenica, with the severity of COVID-19 infection. Furthermore, the comparison of the microbiota composition between the nasopharyngeal and their respective fecal samples highlighted an association between these different compartments represented by a sharing of several bacterial species. Additionally, lipidomic and deep-shotgun functional analyses of the fecal samples suggested a metabolic impact of the microbiome on the host's immune response, indicating the presence of key metabolic compounds in COVID-19 patients, such as lipid oxidation end products, potentially related to the inflammatory state. Conversely, the patients without COVID-19 displayed enzymatic patterns associated with the biosynthesis and degradation of specific compounds like lysine (synthesis) and phenylalanine (degradation) that could positively impact disease severity and contribute to modulating COVID-19 infection. IMPORTANCE The human microbiota is reported to play a major role in the regulation of host health and immunity, suggesting a possible impact on the severity of COVID-19 disease. This preliminary study investigated the possible correlation between nasopharyngeal microbiota and COVID-19 infection. In detail, the analysis of the nasopharyngeal microbiota of hospitalized Italian patients with and without COVID-19 infection suggested a positive association of several microbial species with the severity of the disease and highlighted a sharing of several bacteria species with the respective fecal samples. Moreover, the metabolic analyses suggested a possible impact of the microbiome on the host's immune response and the disease severity.
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Affiliation(s)
- Leonardo Mancabelli
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
| | - Giuseppe Taurino
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
| | - Andrea Ticinesi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
- Department of Geriatric-Rehabilitation, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Tecla Ciociola
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| | - Federica Vacondio
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
- Department of Food and Drug, University of Parma, Parma, Italy
| | - Christian Milani
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
- Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Federico Fontana
- Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Gabriele Andrea Lugli
- Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Chiara Tarracchini
- Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Giulia Alessandri
- Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | | | - Massimiliano Bianchi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
| | - Antonio Nouvenne
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
- Department of Geriatric-Rehabilitation, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Alfredo Antonio Chetta
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
| | - Francesca Turroni
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
- Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
| | - Tiziana Meschi
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
- Department of Geriatric-Rehabilitation, Azienda Ospedaliero-Universitaria di Parma, Parma, Italy
| | - Marco Mor
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
- Department of Food and Drug, University of Parma, Parma, Italy
| | - Ovidio Bussolati
- Department of Medicine and Surgery, University of Parma, Parma, Italy
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
| | - Marco Ventura
- Interdepartmental Research Centre "Microbiome Research Hub", University of Parma, Parma, Italy
- Laboratory of Probiogenomics, Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy
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Bose T, Wasimuddin, Acharya V, Pinna NK, Kaur H, Ranjan M, SaiKrishna J, Nagabandi T, Varma B, Tallapaka KB, Sowpati DT, Haque MM, Dutta A, Siva AB, Mande SS. A cross-sectional study on the nasopharyngeal microbiota of individuals with SARS-CoV-2 infection across three COVID-19 waves in India. Front Microbiol 2023; 14:1238829. [PMID: 37744900 PMCID: PMC10511876 DOI: 10.3389/fmicb.2023.1238829] [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: 06/12/2023] [Accepted: 08/09/2023] [Indexed: 09/26/2023] Open
Abstract
Background Multiple variants of the SARS-CoV-2 virus have plagued the world through successive waves of infection over the past three years. Independent research groups across geographies have shown that the microbiome composition in COVID-19 positive patients (CP) differs from that of COVID-19 negative individuals (CN). However, these observations were based on limited-sized sample-sets collected primarily from the early days of the pandemic. Here, we study the nasopharyngeal microbiota in COVID-19 patients, wherein the samples have been collected across the three COVID-19 waves witnessed in India, which were driven by different variants of concern. Methods The nasopharyngeal swabs were collected from 589 subjects providing samples for diagnostics purposes at the Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, India and subjected to 16s rRNA gene amplicon - based sequencing. Findings We found variations in the microbiota of symptomatic vs. asymptomatic COVID-19 patients. CP showed a marked shift in the microbial diversity and composition compared to CN, in a wave-dependent manner. Rickettsiaceae was the only family that was noted to be consistently depleted in CP samples across the waves. The genera Staphylococcus, Anhydrobacter, Thermus, and Aerococcus were observed to be highly abundant in the symptomatic CP patients when compared to the asymptomatic group. In general, we observed a decrease in the burden of opportunistic pathogens in the host microbiota during the later waves of infection. Interpretation To our knowledge, this is the first analytical cross-sectional study of this scale, which was designed to understand the relation between the evolving nature of the virus and the changes in the human nasopharyngeal microbiota. Although no clear signatures were observed, this study shall pave the way for a better understanding of the disease pathophysiology and help gather preliminary evidence on whether interventions to the host microbiota can help in better protection or faster recovery.
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Affiliation(s)
- Tungadri Bose
- TCS Research, Tata Consultancy Services Limited, Pune, Maharashtra, India
| | - Wasimuddin
- Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, Telangana, India
| | - Varnali Acharya
- Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, Telangana, India
| | - Nishal Kumar Pinna
- TCS Research, Tata Consultancy Services Limited, Pune, Maharashtra, India
| | - Harrisham Kaur
- TCS Research, Tata Consultancy Services Limited, Pune, Maharashtra, India
| | - Manish Ranjan
- Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, Telangana, India
| | - Jandhyala SaiKrishna
- Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, Telangana, India
| | - Tulasi Nagabandi
- Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, Telangana, India
| | - Binuja Varma
- TCS Genomics Lab, Tata Consultancy Services Limited, Noida, Uttar Pradesh, India
| | | | - Divya Tej Sowpati
- Centre for Cellular and Molecular Biology (CSIR-CCMB), Hyderabad, Telangana, India
| | | | - Anirban Dutta
- TCS Research, Tata Consultancy Services Limited, Pune, Maharashtra, India
| | | | - Sharmila S. Mande
- TCS Research, Tata Consultancy Services Limited, Pune, Maharashtra, India
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Kosikowska U, Dłuski DF, Pietras-Ożga D, Leszczyńska-Gorzelak B, Andrzejczuk S. Prevalence of Culturable Bacteria and Yeasts in the Nasopharynx Microbiota during the Physiological Course of Pregnancy. J Clin Med 2023; 12:4447. [PMID: 37445482 DOI: 10.3390/jcm12134447] [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: 05/11/2023] [Revised: 06/16/2023] [Accepted: 06/30/2023] [Indexed: 07/15/2023] Open
Abstract
The aim of the study was to compare the prevalence of the nasopharyngeal carriage of culturable microorganisms in the microbiota of asymptomatic women with a physiological pregnancy (PW) and nonpregnant women (NPW). Nasopharyngeal swabs were collected from 53 PW and 30 NPW to detect bacterial and fungal colonization. Isolates were identified using the culture method and the MALDI-TOF MS technique. The nasopharyngeal microbiota (NPM) partially differed between PW and NPW. These differences in the frequency of nasopharyngeal colonization between the PW and NPW groups were not statistically significant (p > 0.05); all cases were colonized by bacteria and only two cases in the PW group were colonized by yeasts, namely, Rhodotorula spp. High levels of staphylococcal colonization, including predominantly coagulase-negative staphylococci and S. aureus in the nasopharyngeal sample, were present in both groups. The reduced number of Gram-negative rods colonized in the cases studied was seen in samples from the NPW group, particularly with Enterobacterales, and anaerobic Cutibacterium spp. were isolated only in the PW group (p < 0.05). Moreover, a higher carriage rate of Enterobacter aerogenes colonization was statistically significant (p < 0.05) and correlated with the NPW group. Pregnancy may disturb the composition of the NPM represented by commensals and opportunistic bacteria and promote yeast colonization as compared to nonpregnant women.
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Affiliation(s)
- Urszula Kosikowska
- Department of Pharmaceutical Microbiology, Medical University of Lublin, 20-093 Lublin, Poland
| | | | - Dorota Pietras-Ożga
- Department of Epizootiology and Clinic of Infectious Diseases, University of Life Sciences in Lublin, 20-950 Lublin, Poland
| | | | - Sylwia Andrzejczuk
- Department of Pharmaceutical Microbiology, Medical University of Lublin, 20-093 Lublin, Poland
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Leftwich HK, Vargas-Robles D, Rojas-Correa M, Yap YR, Bhattarai S, Ward DV, Fujimori G, Forconi CS, Yeboah T, Carter A, Kastrinakis A, Asirwatham AM, Bucci V, Moormann AM, Maldonado-Contreras A. The microbiota of pregnant women with SARS-CoV-2 and their infants. MICROBIOME 2023; 11:141. [PMID: 37365606 DOI: 10.1186/s40168-023-01577-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 05/16/2023] [Indexed: 06/28/2023]
Abstract
BACKGROUND Infants receive their first bacteria from their birthing parent. This newly acquired microbiome plays a pivotal role in developing a robust immune system, the cornerstone of long-term health. RESULTS We demonstrated that the gut, vaginal, and oral microbial diversity of pregnant women with SARS-CoV-2 infection is reduced, and women with early infections exhibit a different vaginal microbiota composition at the time of delivery compared to their healthy control counterparts. Accordingly, a low relative abundance of two Streptococcus sequence variants (SV) was predictive of infants born to pregnant women with SARS-CoV-2 infection. CONCLUSIONS Our data suggest that SARS-CoV-2 infections during pregnancy, particularly early infections, are associated with lasting changes in the microbiome of pregnant women, compromising the initial microbial seed of their infant. Our results highlight the importance of further exploring the impact of SARS-CoV-2 on the infant's microbiome-dependent immune programming. Video Abstract.
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Affiliation(s)
- Heidi K Leftwich
- Department of Obstetrics and Gynecology, Division of Maternal-Fetal Medicine, University of Massachusetts Memorial Health, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Daniela Vargas-Robles
- Department of Microbiology and Physiological Systems, Program of Microbiome Dynamics, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Mayra Rojas-Correa
- Department of Microbiology and Physiological Systems, Program of Microbiome Dynamics, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Yan Rou Yap
- Department of Microbiology and Physiological Systems, Program of Microbiome Dynamics, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Shakti Bhattarai
- Department of Microbiology and Physiological Systems, Program of Microbiome Dynamics, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Doyle V Ward
- Department of Microbiology and Physiological Systems, Program of Microbiome Dynamics, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Gavin Fujimori
- Department of Medicine. Division of Infectious Diseases and Immunology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Catherine S Forconi
- Department of Medicine. Division of Infectious Diseases and Immunology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Tracy Yeboah
- Department of Obstetrics and Gynecology, Division of Maternal-Fetal Medicine, University of Massachusetts Memorial Health, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Acara Carter
- Department of Obstetrics and Gynecology, Division of Maternal-Fetal Medicine, University of Massachusetts Memorial Health, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Alyssa Kastrinakis
- Department of Obstetrics and Gynecology, Division of Maternal-Fetal Medicine, University of Massachusetts Memorial Health, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Alison M Asirwatham
- Department of Obstetrics and Gynecology, Division of Maternal-Fetal Medicine, University of Massachusetts Memorial Health, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Vanni Bucci
- Department of Microbiology and Physiological Systems, Program of Microbiome Dynamics, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Ann M Moormann
- Department of Medicine. Division of Infectious Diseases and Immunology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Ana Maldonado-Contreras
- Department of Microbiology and Physiological Systems, Program of Microbiome Dynamics, University of Massachusetts Chan Medical School, Worcester, MA, USA.
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7
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Gao Z, Yu L, Cao L, Yang M, Li Y, Lan Y, Tang R, Huang Y, Luan G, Liu Y, Yu H, Jian L, Zha Y, Fan Z, Bai Y, Luo M, He M, Deng S. Analysis of coexisting pathogens in nasopharyngeal swabs from COVID-19. Front Cell Infect Microbiol 2023; 13:1140548. [PMID: 37424777 PMCID: PMC10325643 DOI: 10.3389/fcimb.2023.1140548] [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: 01/09/2023] [Accepted: 06/05/2023] [Indexed: 07/11/2023] Open
Abstract
Background The impact of COVID-19 on the world is still ongoing, and it is currently under regular management. Although most infected people have flu-like symptoms and can cure themselves, coexisting pathogens in COVID-19 patients should not be taken lightly. The present study sought to investigate the coexisting pathogens in SARS-CoV-2 infected patients and identify the variety and abundance of dangerous microbes to guide treatment strategies with a better understanding of the untested factors. Methods We extracted total DNA and RNA in COVID-19 patient specimens from nasopharyngeal swabs to construct a metagenomic library and utilize Next Generation Sequencing (NGS) to discover chief bacteria, fungi, and viruses in the body of patients. High-throughput sequencing data from Illumina Hiseq 4000 were analyzed using Krona taxonomic methodology for species diversity. Results We studied 56 samples to detect SARS-CoV-2 and other pathogens and analyzed the species diversity and community composition of these samples after sequencing. Our results showed some threatening pathogens such as Mycoplasma pneumoniae, Klebsiella pneumoniae, Streptococcus pneumoniae, and some previously reported pathogens. SARS-CoV-2 combined with bacterial infection is more common. The results of heat map analysis showed that the abundance of bacteria was mostly more than 1000 and that of viruses was generally less than 500. The pathogens most likely to cause SARS-CoV-2 coinfection or superinfection include Streptococcus pneumoniae, Haemophilus influenzae, Staphylococcus aureus, Klebsiella pneumoniae, and Human gammaherpesvirus 4. Conclusions The current coinfection and superinfection status is not optimistic. Bacteria are the major threat group that increases the risk of complications and death in COVID-19 patients and attention should be paid to the use and control of antibiotics. Our study investigated the main types of respiratory pathogens prone to coexisting or superinfection in COVID-19 patients, which is valuable for identifying and treating SARS-CoV-2.
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Affiliation(s)
- Zhan Gao
- Institute of Blood Transfusion, Chinese Academy of Medical Sciences, Chengdu, China
| | - Lisong Yu
- Information Institute, Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China
- Department of Information Technology, Assumption University, Bangkok, Thailand
| | - Ling Cao
- Department of Laboratory Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Meng Yang
- Non-Coding RNA and Drug Discovery KeyLaboratory of Sichuan Province, Chengdu Medical College, Chengdu, China
| | - Yuhui Li
- Institute of Blood Transfusion, Chinese Academy of Medical Sciences, Chengdu, China
- Human Leukocyte Antigen (HLA) Typing Laboratory, Blood Center of Shaanxi Province, Institute of Xi’an Blood Bank, Xi’an, China
| | - Yue Lan
- College of Life Sciences, Sichuan University, Chengdu, China
| | - Ruixiang Tang
- College of Life Sciences, Sichuan University, Chengdu, China
| | - Yang Huang
- Institute of Blood Transfusion, Chinese Academy of Medical Sciences, Chengdu, China
| | - Guangxin Luan
- Non-Coding RNA and Drug Discovery KeyLaboratory of Sichuan Province, Chengdu Medical College, Chengdu, China
| | - Yingfen Liu
- Department of Laboratory Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Hailin Yu
- Department of Laboratory Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Ling Jian
- Department of Laboratory Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Yi Zha
- Department of Laboratory Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Zhenxin Fan
- College of Life Sciences, Sichuan University, Chengdu, China
| | - Yujiao Bai
- Non-Coding RNA and Drug Discovery KeyLaboratory of Sichuan Province, Chengdu Medical College, Chengdu, China
| | - Mei Luo
- Department of Laboratory Medicine, Public Health and Clinical Center of Chengdu, Chengdu, China
| | - Miao He
- Institute of Blood Transfusion, Chinese Academy of Medical Sciences, Chengdu, China
| | - Shanshan Deng
- Non-Coding RNA and Drug Discovery KeyLaboratory of Sichuan Province, Chengdu Medical College, Chengdu, China
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The Entero-Mammary Pathway and Perinatal Transmission of Gut Microbiota and SARS-CoV-2. Int J Mol Sci 2022; 23:ijms231810306. [PMID: 36142219 PMCID: PMC9499685 DOI: 10.3390/ijms231810306] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 09/02/2022] [Accepted: 09/04/2022] [Indexed: 02/08/2023] Open
Abstract
COVID-19 is a severe respiratory disease threatening pregnant women, which increases the possibility of adverse pregnancy outcomes. Several recent studies have demonstrated the ability of SARS-CoV-2 to infect the mother enterocytes, disturbing the gut microbiota diversity. The aim of this study was to characterize the entero-mammary microbiota of women in the presence of the virus during delivery. Fifty mother−neonate pairs were included in a transversal descriptive work. The presence of SARS-CoV-2 RNA was detected in nasopharyngeal, mother rectal swabs (MRS) and neonate rectal swabs (NRS) collected from the pairs, and human colostrum (HC) samples collected from mothers. The microbiota diversity was characterized by high-throughput DNA sequencing of V3-16S rRNA gene libraries prepared from HC, MRS, and NRS. Data were analyzed with QIIME2 and R. Our results indicate that several bacterial taxa are highly abundant in MRS positive for SARS-CoV-2 RNA. These bacteria mostly belong to the Firmicutes phylum; for instance, the families Bifidobacteriaceae, Oscillospiraceae, and Microbacteriaceae have been previously associated with anti-inflammatory effects, which could explain the capability of women to overcome the infection. All samples, both positive and negative for SARS-CoV-2, featured a high abundance of the Firmicutes phylum. Further data analysis showed that nearly 20% of the bacterial diversity found in HC was also identified in MRS. Spearman correlation analysis highlighted that some genera of the Proteobacteria and Actinobacteria phyla were negatively correlated with MRS and NRS (p < 0.005). This study provides new insights into the gut microbiota of pregnant women and their potential association with a better outcome during SARS-CoV-2 infection.
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