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Kalam N, Balasubramaniam VRMT. Crosstalk between COVID-19 and the gut-brain axis: a gut feeling. Postgrad Med J 2024; 100:539-554. [PMID: 38493312 DOI: 10.1093/postmj/qgae030] [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: 12/10/2023] [Accepted: 02/15/2024] [Indexed: 03/18/2024]
Abstract
The microbes in the gut are crucial for maintaining the body's immune system and overall gut health. However, it is not fully understood how an unstable gut environment can lead to more severe cases of SARS-CoV-2 infection. The gut microbiota also plays a role in the gut-brain axis and interacts with the central nervous system through metabolic and neuroendocrine pathways. The interaction between the microbiota and the host's body involves hormonal, immune, and neural pathways, and any disruption in the balance of gut bacteria can lead to dysbiosis, which contributes to pathogen growth. In this context, we discuss how dysbiosis could contribute to comorbidities that increase susceptibility to SARS-CoV-2. Probiotics and fecal microbiota transplantation have successfully treated infectious and non-infectious inflammatory-related diseases, the most common comorbidities. These treatments could be adjuvant therapies for COVID-19 infection by restoring gut homeostasis and balancing the gut microbiota.
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Affiliation(s)
- Nida Kalam
- Infection and Immunity Research Strength, Jeffrey Cheah School of Medicine & Health Sciences, Monash University Malaysia, Jalan Lagoon Selatan, 47500 Bandar Sunway, Malaysia
| | - Vinod R M T Balasubramaniam
- Infection and Immunity Research Strength, Jeffrey Cheah School of Medicine & Health Sciences, Monash University Malaysia, Jalan Lagoon Selatan, 47500 Bandar Sunway, Malaysia
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Xian SP, Li ZY, Li W, Yang PF, Huang SH, Liu Y, Tang L, Lai J, Zeng FM, He JZ, Liu Y. Spatial immune landscapes of SARS-CoV-2 gastrointestinal infection: macrophages contribute to local tissue inflammation and gastrointestinal symptoms. Front Cell Dev Biol 2024; 12:1375354. [PMID: 39100091 PMCID: PMC11295004 DOI: 10.3389/fcell.2024.1375354] [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: 01/23/2024] [Accepted: 07/02/2024] [Indexed: 08/06/2024] Open
Abstract
Background In some patients, persistent gastrointestinal symptoms like abdominal pain, nausea, and diarrhea occur as part of long COVID-19 syndrome following acute respiratory symptoms caused by SARS-CoV-2. However, the characteristics of immune cells in the gastrointestinal tract of COVID-19 patients and their association with these symptoms remain unclear. Methodology Data were collected from 95 COVID-19 patients. Among this cohort, 11 patients who exhibited gastrointestinal symptoms and underwent gastroscopy were selected. Using imaging mass cytometry, the gastrointestinal tissues of these patients were thoroughly analyzed to identify immune cell subgroups and investigate their spatial distribution. Results Significant acute inflammatory responses were found in the gastrointestinal tissues, particularly in the duodenum, of COVID-19 patients. These alterations included an increase in the levels of CD68+ macrophages and CD3+CD4+ T-cells, which was more pronounced in tissues with nucleocapsid protein (NP). The amount of CD68+ macrophages positively correlates with the number of CD3+CD4+ T-cells (R = 0.783, p < 0.001), additionally, spatial neighborhood analysis uncovered decreased interactions between CD68+ macrophages and multiple immune cells were noted in NP-positive tissues. Furthermore, weighted gene coexpression network analysis was employed to extract gene signatures related to clinical features and immune responses from the RNA-seq data derived from gastrointestinal tissues from COVID-19 patients, and we validated that the MEgreen module shown positive correlation with clinical parameter (i.e., Total bilirubin, ALT, AST) and macrophages (R = 0.84, p = 0.001), but negatively correlated with CD4+ T cells (R = -0.62, p = 0.004). By contrast, the MEblue module was inversely associated with macrophages and positively related with CD4+ T cells. Gene function enrichment analyses revealed that the MEgreen module is closely associated with biological processes such as immune response activation, signal transduction, and chemotaxis regulation, indicating its role in the gastrointestinal inflammatory response. Conclusion The findings of this study highlight the role of specific immune cell groups in the gastrointestinal inflammatory response in COVID-19 patients. Gene coexpression network analysis further emphasized the importance of the gene modules in gastrointestinal immune responses, providing potential molecular targets for the treatment of COVID-19-related gastrointestinal symptoms.
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Affiliation(s)
- Shi-Ping Xian
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
| | - Zhan-Yu Li
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
| | - Wei Li
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
| | - Peng-Fei Yang
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
| | - Shen-Hao Huang
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
| | - Ye Liu
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
| | - Lei Tang
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
| | - Jun Lai
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
| | - Fa-Min Zeng
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, China
| | - Jian-Zhong He
- Department of Pathology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
| | - Yang Liu
- Guangdong Provincial Key Laboratory of Biomedical Imaging and Guangdong Provincial Engineering Research Center of Molecular Imaging, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, China
- Department of Ophthalmology, The Fifth Affiliated Hospital, Sun Yat-sen University, Zhuhai, Guangdong, China
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Missa KF, Diallo K, Bla KB, Tuo KJ, Gboko KDT, Tiémélé LS, Ouattara AF, Gragnon BG, Ngoi JM, Wilkinson RJ, Awandare GA, Bonfoh B. Association of symptomatic upper respiratory tract infections with the alteration of the oropharyngeal microbiome in a cohort of school children in Côte d'Ivoire. Front Microbiol 2024; 15:1412923. [PMID: 38993497 PMCID: PMC11238735 DOI: 10.3389/fmicb.2024.1412923] [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: 04/08/2024] [Accepted: 05/29/2024] [Indexed: 07/13/2024] Open
Abstract
Introduction The oropharyngeal microbiome plays an important role in protection against infectious agents when in balance. Despite use of vaccines and antibiotic therapy to prevent respiratory tract infections, they remain one of the major causes of mortality and morbidity in Low- and middle-income countries. Hence the need to explore other approaches to prevention by identifying microbial biomarkers that could be leveraged to modify the microbiota in order to enhance protection against pathogenic bacteria. The aim of this study was to analyze the oropharyngeal microbiome (OPM) of schoolchildren in Côte d'Ivoire presenting symptoms of upper respiratory tract infections (URTI) for better prevention strategy. Methods Primary schools' children in Korhogo (n = 37) and Abidjan (n = 39) were followed for six months with monthly oropharyngeal sampling. Clinical diagnostic of URT infection was performed and nucleic acid extracted from oropharyngeal swabs were used for 16S rRNA metagenomic analysis and RT-PCR. Results The clinical examination of children's throat in Abidjan and Korhogo identified respectively 17 (43.59%) and 15 (40.54%) participants with visible symptoms of URTIs, with 26 episodes of infection in Abidjan and 24 in Korhogo. Carriage of Haemophilus influenzae (12%), Streptococcus pneumoniae (6%) and SARS-CoV-2 (6%) was confirmed by PCR. A significant difference in alpha diversity was found between children colonized by S. pneumoniae and those that were not (p = 0.022). There was also a significant difference in alpha diversity between children colonised with H. influenzae and those who were not (p = 0.017). No significant difference was found for SARS-CoV-2. Sphingomonas, Ralstonia and Rothia were significantly enriched in non-carriers of S. pneumoniae; Actinobacillus was significantly enriched in non-carriers of H. influenzae; Actinobacillus and Porphyromonas were significantly enriched in non-carriers of SARS-CoV-2 (p < 0.001). Discussion Nearly 40% of children showed clinical symptoms of infection not related to geographical location. The OPM showed an imbalance during H. influenzae and S. pneumoniae carriage. This study provides a baseline understanding of microbiome markers in URTIs in children for future research, to develop targeted interventions aimed at restoring the microbial balance and reducing the symptoms associated with RTIs.
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Affiliation(s)
- Kouassi Firmin Missa
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
- Laboratoire de Biologie et Santé, UFR Biosciences, Université Félix Houphouët Boigny de Cocody, Abidjan, Côte d'Ivoire
| | - Kanny Diallo
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
- West African Centre for Cell Biology of Infectious Pathogens, Accra, Ghana
| | - Kouakou Brice Bla
- Laboratoire de Biologie et Santé, UFR Biosciences, Université Félix Houphouët Boigny de Cocody, Abidjan, Côte d'Ivoire
| | - Kolotioloman Jérémie Tuo
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
- Laboratoire de Microbiologie, Biotechnologies et Bio-informatique, Institut National Polytechnique Félix Houphouët-Boigny, Yamoussoukro, Côte d'Ivoire
| | - Kossia Debia Thérèse Gboko
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Laurent-Simon Tiémélé
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
| | - Allassane Foungoye Ouattara
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
- Laboratoire de Cytologie et Biologie Animale, Université Nangui Abrogoua, Abidjan, Côte d'Ivoire
| | - Biego Guillaume Gragnon
- Laboratoire de Cytologie et Biologie Animale, Université Nangui Abrogoua, Abidjan, Côte d'Ivoire
| | | | - Robert J Wilkinson
- Laboratoire National d'Appui au Développement Agricole, Laboratoire Régional de Korhogo, Korhogo, Côte d'Ivoire
- The Francis Crick Institute, London, United Kingdom
- Department of Infectious Disease, Imperial College London, London, United Kingdom
| | - Gordon A Awandare
- West African Centre for Cell Biology of Infectious Pathogens, Accra, Ghana
| | - Bassirou Bonfoh
- Direction de la Recherche et du Développement, Centre Suisse de Recherches Scientifiques en Côte d'Ivoire, Abidjan, Côte d'Ivoire
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Raj ST, Bruce AW, Anbalagan M, Srinivasan H, Chinnappan S, Rajagopal M, Khanna K, Chandramoorthy HC, Mani RR. COVID-19 influenced gut dysbiosis, post-acute sequelae, immune regulation, and therapeutic regimens. Front Cell Infect Microbiol 2024; 14:1384939. [PMID: 38863829 PMCID: PMC11165100 DOI: 10.3389/fcimb.2024.1384939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Accepted: 05/13/2024] [Indexed: 06/13/2024] Open
Abstract
The novel coronavirus disease 2019 (COVID-19) pandemic outbreak caused by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) has garnered unprecedented global attention. It caused over 2.47 million deaths through various syndromes such as acute respiratory distress, hypercoagulability, and multiple organ failure. The viral invasion proceeds through the ACE2 receptor, expressed in multiple cell types, and in some patients caused serious damage to tissues, organs, immune cells, and the microbes that colonize the gastrointestinal tract (GIT). Some patients who survived the SARS-CoV-2 infection have developed months of persistent long-COVID-19 symptoms or post-acute sequelae of COVID-19 (PASC). Diagnosis of these patients has revealed multiple biological effects, none of which are mutually exclusive. However, the severity of COVID-19 also depends on numerous comorbidities such as obesity, age, diabetes, and hypertension and care must be taken with respect to other multiple morbidities, such as host immunity. Gut microbiota in relation to SARS-CoV-2 immunopathology is considered to evolve COVID-19 progression via mechanisms of biochemical metabolism, exacerbation of inflammation, intestinal mucosal secretion, cytokine storm, and immunity regulation. Therefore, modulation of gut microbiome equilibrium through food supplements and probiotics remains a hot topic of current research and debate. In this review, we discuss the biological complications of the physio-pathological effects of COVID-19 infection, GIT immune response, and therapeutic pharmacological strategies. We also summarize the therapeutic targets of probiotics, their limitations, and the efficacy of preclinical and clinical drugs to effectively inhibit the spread of SARS-CoV-2.
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Affiliation(s)
- Sterlin T. Raj
- Department of Molecular Biology, Ekka Diagnostics, Chennai, Tamil Nadu, India
| | - Alexander W. Bruce
- Faculty of Science, University of South Bohemia, České Budějovice, Czechia
| | - Muralidharan Anbalagan
- Department of Structural & Cellular Biology, Tulane University School of Medicine, New Orleans, LA, United States
| | - Hemalatha Srinivasan
- School of Life Sciences, B. S. Abdur Rahman Crescent Institute of Science and Technology, Chennai, India
| | - Sasikala Chinnappan
- Department of Pharmaceutical Biology, Faculty of Pharmaceutical Sciences, University College of Sedaya International UCSI University, Kuala Lumpur, Malaysia
| | - Mogana Rajagopal
- Department of Pharmaceutical Biology, Faculty of Pharmaceutical Sciences, University College of Sedaya International UCSI University, Kuala Lumpur, Malaysia
| | - Kushagra Khanna
- Department of Pharmaceutical Technology, Faculty of Pharmaceutical Sciences, UCSI University, Kuala Lumpur, Malaysia
| | - Harish C. Chandramoorthy
- Department of Microbiology and Clinical Parasitology, College of Medicine, King Khalid University, Abha, Saudi Arabia
- Center for Stem Cell Research, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Ravishankar Ram Mani
- Department of Pharmaceutical Biology, Faculty of Pharmaceutical Sciences, University College of Sedaya International UCSI University, Kuala Lumpur, Malaysia
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Yan T, Bao Y, Cao S, Jiang P, Zhang Z, Li L, Kang Y, Wu Q. The investigation of the role of oral-originated Prevotella-induced inflammation in childhood asthma. Front Microbiol 2024; 15:1400079. [PMID: 38863747 PMCID: PMC11165567 DOI: 10.3389/fmicb.2024.1400079] [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: 03/21/2024] [Accepted: 04/26/2024] [Indexed: 06/13/2024] Open
Abstract
Background and objectives The oral and gut microbiota play significant roles in childhood asthma pathogenesis. However, the communication dynamics and pathogenic mechanisms by which oral microbiota influence gut microbiota and disease development remain incompletely understood. This study investigated potential mechanisms by which oral-originated gut microbiota, specifically Prevotella genus, may contribute to childhood asthma etiology. Methods Oral swab and fecal samples from 30 asthmatic children and 30 healthy controls were collected. Microbiome composition was characterized using 16S rRNA gene sequencing and metagenomics. Genetic distances identified potential oral-originated bacteria in asthmatic children. Functional validation assessed pro-inflammatory properties of in silico predicted microbial mimicry peptides from enriched asthma-associated species. Fecal metabolome profiling combined with metagenomic correlations explored links between gut microbiota and metabolism. HBE cells treated with Prevotella bivia culture supernatant were analyzed for lipid pathway impacts using UPLC-MS/MS. Results Children with asthma exhibited distinct oral and gut microbiota structures. Prevotella bivia, P. disiens, P. oris and Bacteroides fragilis were enriched orally and intestinally in asthmatics, while Streptococcus thermophilus decreased. P. bivia, P. disiens and P. oris in asthmatic gut likely originated orally. Microbial peptides induced inflammatory cytokines from immune cells. Aberrant lipid pathways characterized asthmatic children. P. bivia increased pro-inflammatory and decreased anti-inflammatory lipid metabolites in HBE cells. Conclusion This study provides evidence of Prevotella transfer from oral to gut microbiota in childhood asthma. Prevotella's microbial mimicry peptides and effects on lipid metabolism contribute to disease pathogenesis by eliciting immune responses. Findings offer mechanistic insights into oral-gut connections in childhood asthma etiology.
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Affiliation(s)
- Tongtong Yan
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Yuling Bao
- Department of Respiratory Medicine, Children’s Hospital of Nanjing Medical University, Nanjing, China
| | - Shuyuan Cao
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Ping Jiang
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Zhan Zhang
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Lei Li
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, China
| | - Yulin Kang
- Institute of Environmental Information, Chinese Research Academy of Environmental Sciences, Beijing, China
| | - Qian Wu
- The Key Laboratory of Modern Toxicology of Ministry of Education and Department of Health Inspection and Quarantine, School of Public Health, Nanjing Medical University, Nanjing, China
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Duve K, Petakh P, Kamyshnyi O. COVID-19-associated encephalopathy: connection between neuroinflammation and microbiota-gut-brain axis. Front Microbiol 2024; 15:1406874. [PMID: 38863751 PMCID: PMC11165208 DOI: 10.3389/fmicb.2024.1406874] [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: 04/03/2024] [Accepted: 05/16/2024] [Indexed: 06/13/2024] Open
Abstract
While neurological complications of COVID-19, such as encephalopathy, are relatively rare, their potential significant impact on long-term morbidity is substantial, especially given the large number of infected patients. Two proposed hypotheses for the pathogenesis of this condition are hypoxia and the uncontrolled release of proinflammatory cytokines. The gut microbiota plays an important role in regulating immune homeostasis and overall gut health, including its effects on brain health through various pathways collectively termed the gut-brain axis. Recent studies have shown that COVID-19 patients exhibit gut dysbiosis, but how this dysbiosis can affect inflammation in the central nervous system (CNS) remains unclear. In this context, we discuss how dysbiosis could contribute to neuroinflammation and provide recent data on the features of neuroinflammation in COVID-19 patients.
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Affiliation(s)
- Khrystyna Duve
- Department of Neurology, I. Horbachevsky Ternopil National Medical University, Ternopil, Ukraine
| | - Pavlo Petakh
- Department of Biochemistry and Pharmacology, Uzhhorod National University, Uzhhorod, Ukraine
- Department of Microbiology, Virology, and Immunology, I. Horbachevsky Ternopil National Medical University, Ternopil, Ukraine
| | - Oleksandr Kamyshnyi
- Department of Biochemistry and Pharmacology, Uzhhorod National University, Uzhhorod, Ukraine
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Wei Y, Yu W, Zhang Z, Liu S, Xue J, Wu C, Gao Z, Guo S. Comparative analysis of oropharyngeal microbiota in healthcare workers post-COVID-19. Front Cell Infect Microbiol 2024; 14:1347345. [PMID: 38828262 PMCID: PMC11140064 DOI: 10.3389/fcimb.2024.1347345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 04/25/2024] [Indexed: 06/05/2024] Open
Abstract
Background To date, more than 770 million individuals have become coronavirus disease 2019 (COVID-19) convalescents worldwide. Emerging evidence highlights the influence of COVID-19 on the oral microbiome during both acute and convalescent disease phases. Front-line healthcare workers are at an elevated risk of exposure to viral infections, and the effects of COVID-19 on their oral microbiome remain relatively unexplored. Methods Oropharyngeal swab specimens, collected one month after a negative COVID-19 test from a cohort comprising 55 healthcare workers, underwent 16S rRNA sequencing. We conducted a comparative analysis between this post-COVID-19 cohort and the pre-infection dataset from the same participants. Community composition analysis, indicator species analysis, alpha diversity assessment, beta diversity exploration, and functional prediction were evaluated. Results The Shannon and Simpson indexes of the oral microbial community declined significantly in the post-COVID-19 group when compared with the pre-infection cohort. Moreover, there was clear intergroup clustering between the two groups. In the post-COVID-19 group, the phylum Firmicutes showed a significant increase. Further, there were clear differences in relative abundance of several bacterial genera in contrast with the pre-infection group, including Streptococcus, Gemella, Granulicatella, Capnocytophaga, Leptotrichia, Fusobacterium, and Prevotella. We identified Gemella enrichment in the post-COVID-19 group, potentially serving as a recovery period performance indicator. Functional prediction revealed lipopolysaccharide biosynthesis downregulation in the post-COVID-19 group, an outcome with host inflammatory response modulation and innate defence mechanism implications. Conclusion During the recovery phase of COVID-19, the oral microbiome diversity of front-line healthcare workers failed to fully return to its pre-infection state. Despite the negative COVID-19 test result one month later, notable disparities persisted in the composition and functional attributes of the oral microbiota.
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Affiliation(s)
- Yue Wei
- Nursing of school, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Wenyi Yu
- Department of Respiratory and Critical Care Medicine, Peking University People’s Hospital, Beijing, China
| | - Zhixia Zhang
- Nursing Department, Linfen Central Hospital, Shanxi, China
| | - Siqin Liu
- Department of Prosthodontics, Affiliated Hospital of Stomatology, Nanjing Medical University, Nanjing, Jiangsu, China
| | - Jianbo Xue
- Department of Respiratory and Critical Care Medicine, Peking University People’s Hospital, Beijing, China
| | - Chunyan Wu
- Nursing of school, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Zhancheng Gao
- Department of Respiratory and Critical Care Medicine, Peking University People’s Hospital, Beijing, China
- Institute of Chest and Lung Diseases, Shanxi Medical University, Linfen, Shanxi, China
| | - Shuming Guo
- Nursing of school, Shanxi Medical University, Taiyuan, Shanxi, China
- Nursing Department, Linfen Central Hospital, Shanxi, China
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Huang HL, Lin CH, Lee MR, Huang WC, Sheu CC, Cheng MH, Lu PL, Huang CH, Yeh YT, Yang JM, Chong IW, Liao YC, Wang JY. Sputum bacterial microbiota signature as a surrogate for predicting disease progression of nontuberculous mycobacterial lung disease. Int J Infect Dis 2024:107085. [PMID: 38740280 DOI: 10.1016/j.ijid.2024.107085] [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: 03/02/2024] [Revised: 04/29/2024] [Accepted: 05/01/2024] [Indexed: 05/16/2024] Open
Abstract
OBJECTIVES Predicting progression of nontuberculous mycobacterial lung disease (NTM-LD) remains challenging. This study evaluated whether sputum bacterial microbiome diversity can be the biomarker and provide novel insights into related phenotypes and treatment timing. METHODS We analyzed 126 sputum microbiomes of 126 patients with newly diagnosed NTM-LD due to Mycobacterium avium complex, M. abscessus complex, and M. kansasii between May 2020 and December 2021. Patients were followed for 2 years to determine their disease progression status. We identified consistently representative genera that differentiated the progressor and nonprogressor by using six methodologies. These genera were used to construct a prediction model using random forest with 5-fold cross validation. RESULTS Disease progression occurred in 49 (38.6%) patients. Compared with nonprogressors, α-diversity was lower in the progressors. Significant compositional differences existed in the β-diversity between groups (p=0.001). The prediction model for NTM-LD progression constructed using seven genera (Burkholderia, Pseudomonas, Sphingomonas, Candidatus Saccharibacteria, Phocaeicola, Pelomonas, and Phascolarctobacterium) with significantly differential abundance achieved an area under curve of 0.871. CONCLUSIONS Identification of the composition of sputum bacterial microbiome facilitates prediction of the course of NTM-LD, and maybe used to develop precision treatment involving modulating the respiratory microbiome composition to ameliorate NTM-LD.
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Affiliation(s)
- Hung-Ling Huang
- Division of Pulmonary and Critical Care Medicine, Kaohsiung, Taiwan; Department of Internal Medicine, Kaohsiung, Taiwan; Department of Internal Medicine, Kaohsiung Municipal Ta-Tung Hospital, Kaohsiung, Taiwan; Graduate Institute of Medicine, College of Medicine, Kaohsiung, Taiwan; Center for Liquid Biopsy and Cohort, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Chieh-Hua Lin
- Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Miaoli, Taiwan; Big Data Center, China Medical University Hospital, Taichung 404, Taiwan
| | - Meng-Rui Lee
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan
| | - Wei-Chang Huang
- Division of Chest Medicine, Department of Internal Medicine, Taichung, 407, Taiwan; Mycobacterial Center, Taichung Veterans General Hospital, Taichung, 407, Taiwan; Department of Post-Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, 402, Taiwan; School of Medicine, Chung Shan Medical University, Taichung, 402, Taiwan
| | - Chau-Chyun Sheu
- Division of Pulmonary and Critical Care Medicine, Kaohsiung, Taiwan; Department of Internal Medicine, Kaohsiung, Taiwan
| | - Meng-Hsuan Cheng
- Division of Pulmonary and Critical Care Medicine, Kaohsiung, Taiwan; Department of Internal Medicine, Kaohsiung, Taiwan; Graduate Institute of Medicine, College of Medicine, Kaohsiung, Taiwan; Department of Respiratory Therapy, Kaohsiung Medical University Hospital, Kaohsiung, Taiwan
| | - Po-Liang Lu
- Department of Internal Medicine, Kaohsiung, Taiwan; Graduate Institute of Medicine, College of Medicine, Kaohsiung, Taiwan; Center for Liquid Biopsy and Cohort, Kaohsiung Medical University, Kaohsiung, Taiwan
| | - Cheng-Hsieh Huang
- Aging and Disease Prevention Research Center, Kaohsiung, Taiwan; Department of Medical Laboratory Science and Biotechnology, Fooyin University, Kaohsiung, Taiwan
| | - Yao-Tsung Yeh
- Aging and Disease Prevention Research Center, Kaohsiung, Taiwan; Department of Medical Laboratory Science and Biotechnology, Fooyin University, Kaohsiung, Taiwan
| | - Jinn-Moon Yang
- Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan; Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Inn-Wen Chong
- Division of Pulmonary and Critical Care Medicine, Kaohsiung, Taiwan; Department of Internal Medicine, Kaohsiung, Taiwan; Graduate Institute of Medicine, College of Medicine, Kaohsiung, Taiwan; Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Yu-Chieh Liao
- Institute of Population Health Sciences, National Health Research Institutes, Zhunan, Miaoli, Taiwan
| | - Jann-Yuan Wang
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan.
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Galeeva JS, Fedorov DE, Starikova EV, Manolov AI, Pavlenko AV, Selezneva OV, Klimina KM, Veselovsky VA, Morozov MD, Yanushevich OO, Krikheli NI, Levchenko OV, Andreev DN, Sokolov FS, Fomenko AK, Devkota MK, Andreev NG, Zaborovskiy AV, Bely PA, Tsaregorodtsev SV, Evdokimov VV, Maev IV, Govorun VM, Ilina EN. Microbial Signatures in COVID-19: Distinguishing Mild and Severe Disease via Gut Microbiota. Biomedicines 2024; 12:996. [PMID: 38790958 PMCID: PMC11118803 DOI: 10.3390/biomedicines12050996] [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: 04/14/2024] [Revised: 04/26/2024] [Accepted: 04/28/2024] [Indexed: 05/26/2024] Open
Abstract
The COVID-19 pandemic, caused by the SARS-CoV-2 virus, has significantly impacted global healthcare, underscoring the importance of exploring the virus's effects on infected individuals beyond treatments and vaccines. Notably, recent findings suggest that SARS-CoV-2 can infect the gut, thereby altering the gut microbiota. This study aimed to analyze the gut microbiota composition differences between COVID-19 patients experiencing mild and severe symptoms. We conducted 16S rRNA metagenomic sequencing on fecal samples from 49 mild and 43 severe COVID-19 cases upon hospital admission. Our analysis identified a differential abundance of specific bacterial species associated with the severity of the disease. Severely affected patients showed an association with Enterococcus faecium, Akkermansia muciniphila, and others, while milder cases were linked to Faecalibacterium prausnitzii, Alistipes putredinis, Blautia faecis, and additional species. Furthermore, a network analysis using SPIEC-EASI indicated keystone taxa and highlighted structural differences in bacterial connectivity, with a notable disruption in the severe group. Our study highlights the diverse impacts of SARS-CoV-2 on the gut microbiome among both mild and severe COVID-19 patients, showcasing a spectrum of microbial responses to the virus. Importantly, these findings align, to some extent, with observations from other studies on COVID-19 gut microbiomes, despite variations in methodologies. The findings from this study, based on retrospective data, establish a foundation for future prospective research to confirm the role of the gut microbiome as a predictive biomarker for the severity of COVID-19.
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Affiliation(s)
- Julia S. Galeeva
- Research Institute for Systems Biology and Medicine, Department of Mathematical Biology and Bioinformatics, Moscow 117246, Russia; (D.E.F.); (E.V.S.); (A.I.M.); (A.V.P.)
| | - Dmitry E. Fedorov
- Research Institute for Systems Biology and Medicine, Department of Mathematical Biology and Bioinformatics, Moscow 117246, Russia; (D.E.F.); (E.V.S.); (A.I.M.); (A.V.P.)
| | - Elizaveta V. Starikova
- Research Institute for Systems Biology and Medicine, Department of Mathematical Biology and Bioinformatics, Moscow 117246, Russia; (D.E.F.); (E.V.S.); (A.I.M.); (A.V.P.)
| | - Alexander I. Manolov
- Research Institute for Systems Biology and Medicine, Department of Mathematical Biology and Bioinformatics, Moscow 117246, Russia; (D.E.F.); (E.V.S.); (A.I.M.); (A.V.P.)
| | - Alexander V. Pavlenko
- Research Institute for Systems Biology and Medicine, Department of Mathematical Biology and Bioinformatics, Moscow 117246, Russia; (D.E.F.); (E.V.S.); (A.I.M.); (A.V.P.)
| | - Oksana V. Selezneva
- Lopukhin Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, Moscow 119435, Russia; (O.V.S.); (K.M.K.); (V.A.V.); (M.D.M.)
| | - Ksenia M. Klimina
- Lopukhin Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, Moscow 119435, Russia; (O.V.S.); (K.M.K.); (V.A.V.); (M.D.M.)
| | - Vladimir A. Veselovsky
- Lopukhin Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, Moscow 119435, Russia; (O.V.S.); (K.M.K.); (V.A.V.); (M.D.M.)
| | - Maxim D. Morozov
- Lopukhin Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, Moscow 119435, Russia; (O.V.S.); (K.M.K.); (V.A.V.); (M.D.M.)
| | - Oleg O. Yanushevich
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Natella I. Krikheli
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Oleg V. Levchenko
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Dmitry N. Andreev
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Filipp S. Sokolov
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Aleksey K. Fomenko
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Mikhail K. Devkota
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Nikolai G. Andreev
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Andrey V. Zaborovskiy
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Petr A. Bely
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Sergei V. Tsaregorodtsev
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Vladimir V. Evdokimov
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Igor V. Maev
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Vadim M. Govorun
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
| | - Elena N. Ilina
- Department of Clinical Dentistry, Moscow State University of Medicine and Dentistry, Moscow 127473, Russia; (O.O.Y.); (N.I.K.); (O.V.L.); (D.N.A.); (F.S.S.); (A.K.F.); (M.K.D.); (N.G.A.); (A.V.Z.); (P.A.B.); (S.V.T.); (V.V.E.); (I.V.M.); (V.M.G.)
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10
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Bijla M, Saini SK, Pathak AK, Bharadwaj KP, Sukhavasi K, Patil A, Saini D, Yadav R, Singh S, Leeuwenburgh C, Kumar P. Microbiome interactions with different risk factors in development of myocardial infarction. Exp Gerontol 2024; 189:112409. [PMID: 38522483 DOI: 10.1016/j.exger.2024.112409] [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: 02/16/2024] [Revised: 03/10/2024] [Accepted: 03/20/2024] [Indexed: 03/26/2024]
Abstract
Among all non-communicable diseases, Cardiovascular Diseases (CVDs) stand as the leading global cause of mortality. Within this spectrum, Myocardial Infarction (MI) strikingly accounts for over 15 % of all deaths. The intricate web of risk factors for MI, comprising family history, tobacco use, oral health, hypertension, nutritional pattern, and microbial infections, is firmly influenced by the human gut and oral microbiota, their diversity, richness, and dysbiosis, along with their respective metabolites. Host genetic factors, especially allelic variations in signaling and inflammatory markers, greatly affect the progression or severity of the disease. Despite the established significance of the human microbiome-nutrient-metabolite interplay in associations with CVDs, the unexplored terrain of the gut-heart-oral axis has risen as a critical knowledge gap. Moreover, the pivotal role of the microbiome and the complex interplay with host genetics, compounded by age-related changes, emerges as an area of vital importance in the development of MI. In addition, a distinctive disease susceptibility and severity influenced by gender-based or ancestral differences, adds a crucial insights to the association with increased mortality. Here, we aimed to provide an overview on interactions of microbiome (oral and gut) with major risk factors (tobacco use, alcohol consumption, diet, hypertension host genetics, gender, and aging) in the development of MI and therapeutic regulation.
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Affiliation(s)
- Manisha Bijla
- Department of Biotechnology, Guru Nanak Dev University, Amritsar, India
| | - Sunil Kumar Saini
- Department of Zoology, Swami Shraddhanand College, Delhi University, India
| | - Ajai Kumar Pathak
- Estonian Biocentre, Institute of Genomics, University of Tartu, Tartu, Estonia; Department of Human Genetics, KU Leuven, 3000 Leuven, Belgium
| | | | - Katyayani Sukhavasi
- Department of Cardiac Surgery and The Heart Clinic, Tartu University Hospital & Department of Cardiology, Institute of Clinical Medicine, Tartu University, Tartu, Estonia
| | - Ayurshi Patil
- ICMR-National Institute of Cancer Prevention and Research, Noida, India
| | - Diksha Saini
- ICMR-National Institute of Cancer Prevention and Research, Noida, India
| | - Rakesh Yadav
- Department of Cardiology, AIIMS, New Delhi, India
| | - Shalini Singh
- ICMR-National Institute of Cancer Prevention and Research, Noida, India
| | | | - Pramod Kumar
- ICMR-National Institute of Cancer Prevention and Research, Noida, India.
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11
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Zeng Z, Tang W. Gut microbiota: A potential player in psychiatric symptoms during COVID-19. World J Biol Psychiatry 2024; 25:267-280. [PMID: 38607962 DOI: 10.1080/15622975.2024.2342846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 04/04/2024] [Indexed: 04/14/2024]
Abstract
OBJECTIVES This study aims to explore the potential interconnections among gut microbiota, COVID-19 infection, depression and anxiety disorder. Additionally, it tries to assess potential therapeutic interventions that may improve the dysbiosis of gut microbiota. METHODS To achieve these objectives, we reviewed existing literature, encompassing studies and critical reviews that intersect the domains of gut microbiota, COVID-19, depression and anxiety disorders. RESULTS The findings highlight a notable correlation between the dysbiosis of gut microbiota and psychiatric symptoms in the context of COVID-19. Specifically, there is a marked reduction in the populations of bacteria that generate anti-inflammatory short-chain fatty acids (SCFAs), alongside a rise in the prevalence of gut bacterial clusters linked to inflammatory processes. Furthermore, several potential treatment strategies were summarised for improving the dysbiosis. CONCLUSIONS Gut microbiota plays a significant role in psychiatric symptoms during COVID-19, which has significant implications for the study and prevention of psychiatric symptoms in major epidemic diseases.
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Affiliation(s)
- Zijie Zeng
- Department of Psychology, School of Public Health, Southern Medical University, Guangzhou, China
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12
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Siasios P, Giosi E, Ouranos K, Christoforidi M, Dimopoulou I, Leshi E, Exindari M, Anastassopoulou C, Gioula G. Oropharyngeal Microbiome Analysis in Patients with Varying SARS-CoV-2 Infection Severity: A Prospective Cohort Study. J Pers Med 2024; 14:369. [PMID: 38672996 PMCID: PMC11051038 DOI: 10.3390/jpm14040369] [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: 02/27/2024] [Revised: 03/16/2024] [Accepted: 03/27/2024] [Indexed: 04/28/2024] Open
Abstract
Patients with COVID-19 infection have distinct oropharyngeal microbiota composition and diversity metrics according to disease severity. However, these findings are not consistent across the literature. We conducted a multicenter, prospective study in patients with COVID-19 requiring outpatient versus inpatient management to explore the microbial abundance of taxa at the phylum, family, genus, and species level, and we utilized alpha and beta diversity indices to further describe our findings. We collected oropharyngeal washing specimens at the time of study entry, which coincided with the COVID-19 diagnosis, to conduct all analyses. We included 43 patients in the study, of whom 16 were managed as outpatients and 27 required hospitalization. Proteobacteria, Actinobacteria, Bacteroidetes, Saccharibacteria TM7, Fusobacteria, and Spirochaetes were the most abundant phyla among patients, while 61 different families were detected, of which the Streptococcaceae and Staphylococcaceae families were the most predominant. A total of 132 microbial genera were detected, with Streptococcus being the predominant genus in outpatients, in contrast to hospitalized patients, in whom the Staphylococcus genus was predominant. LeFSe analysis identified 57 microbial species in the oropharyngeal washings of study participants that could discriminate the severity of symptoms of COVID-19 infections. Alpha diversity analysis did not reveal a difference in the abundance of bacterial species between the groups, but beta diversity analysis established distinct microbial communities between inpatients and outpatients. Our study provides information on the complex association between the oropharyngeal microbiota and SARS-CoV-2 infection. Although our study cannot establish causation, knowledge of specific taxonomic changes with increasing SARS-CoV-2 infection severity can provide us with novel clues for the prognostic classification of COVID-19 patients.
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Affiliation(s)
- Panagiotis Siasios
- Microbiology Department, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (P.S.); (E.G.); (M.C.); (I.D.); (E.L.); (M.E.); (G.G.)
| | - Evangelia Giosi
- Microbiology Department, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (P.S.); (E.G.); (M.C.); (I.D.); (E.L.); (M.E.); (G.G.)
| | - Konstantinos Ouranos
- Department of Medicine, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Maria Christoforidi
- Microbiology Department, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (P.S.); (E.G.); (M.C.); (I.D.); (E.L.); (M.E.); (G.G.)
| | - Ifigenia Dimopoulou
- Microbiology Department, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (P.S.); (E.G.); (M.C.); (I.D.); (E.L.); (M.E.); (G.G.)
| | - Enada Leshi
- Microbiology Department, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (P.S.); (E.G.); (M.C.); (I.D.); (E.L.); (M.E.); (G.G.)
| | - Maria Exindari
- Microbiology Department, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (P.S.); (E.G.); (M.C.); (I.D.); (E.L.); (M.E.); (G.G.)
| | - Cleo Anastassopoulou
- Department of Microbiology, Medical School, National and Kapodistrian University of Athens, 11527 Athens, Greece;
| | - Georgia Gioula
- Microbiology Department, School of Medicine, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece; (P.S.); (E.G.); (M.C.); (I.D.); (E.L.); (M.E.); (G.G.)
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13
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Kibria MK, Ali MA, Yaseen M, Khan IA, Bhat MA, Islam MA, Mahumud RA, Mollah MNH. Discovery of Bacterial Key Genes from 16S rRNA-Seq Profiles That Are Associated with the Complications of SARS-CoV-2 Infections and Provide Therapeutic Indications. Pharmaceuticals (Basel) 2024; 17:432. [PMID: 38675393 PMCID: PMC11053588 DOI: 10.3390/ph17040432] [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: 02/26/2024] [Revised: 03/18/2024] [Accepted: 03/21/2024] [Indexed: 04/28/2024] Open
Abstract
SARS-CoV-2 infections, commonly referred to as COVID-19, remain a critical risk to both human life and global economies. Particularly, COVID-19 patients with weak immunity may suffer from different complications due to the bacterial co-infections/super-infections/secondary infections. Therefore, different variants of alternative antibacterial therapeutic agents are required to inhibit those infection-causing drug-resistant pathogenic bacteria. This study attempted to explore these bacterial pathogens and their inhibitors by using integrated statistical and bioinformatics approaches. By analyzing bacterial 16S rRNA sequence profiles, at first, we detected five bacterial genera and taxa (Bacteroides, Parabacteroides, Prevotella Clostridium, Atopobium, and Peptostreptococcus) based on differentially abundant bacteria between SARS-CoV-2 infection and control samples that are significantly enriched in 23 metabolic pathways. A total of 183 bacterial genes were found in the enriched pathways. Then, the top-ranked 10 bacterial genes (accB, ftsB, glyQ, hldD, lpxC, lptD, mlaA, ppsA, ppc, and tamB) were selected as the pathogenic bacterial key genes (bKGs) by their protein-protein interaction (PPI) network analysis. Then, we detected bKG-guided top-ranked eight drug molecules (Bemcentinib, Ledipasvir, Velpatasvir, Tirilazad, Acetyldigitoxin, Entreatinib, Digitoxin, and Elbasvir) by molecular docking. Finally, the binding stability of the top-ranked three drug molecules (Bemcentinib, Ledipasvir, and Velpatasvir) against three receptors (hldD, mlaA, and lptD) was investigated by computing their binding free energies with molecular dynamic (MD) simulation-based MM-PBSA techniques, respectively, and was found to be stable. Therefore, the findings of this study could be useful resources for developing a proper treatment plan against bacterial co-/super-/secondary-infection in SARS-CoV-2 infections.
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Affiliation(s)
- Md. Kaderi Kibria
- Bioinformatics Laboratory, Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh; (M.K.K.); (M.A.A.); (M.A.I.)
- Department of Statistics, Hajee Mohammad Danesh Science and Technology University, Dinajpur 5200, Bangladesh
| | - Md. Ahad Ali
- Bioinformatics Laboratory, Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh; (M.K.K.); (M.A.A.); (M.A.I.)
- Department of Chemistry, University of Rajshahi, Rajshahi 6205, Bangladesh
| | - Muhammad Yaseen
- Institute of Chemical Sciences, University of Swat, Main Campus, Charbagh 19130, Pakistan;
| | - Imran Ahmad Khan
- Department of Chemistry, Government College University, Faisalabad 38000, Pakistan;
| | - Mashooq Ahmad Bhat
- Department of Pharmaceutical Chemistry, College of Pharmacy, King Saud University, Riyadh 11421, Saudi Arabia;
| | - Md. Ariful Islam
- Bioinformatics Laboratory, Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh; (M.K.K.); (M.A.A.); (M.A.I.)
| | - Rashidul Alam Mahumud
- NHMRC Clinical Trials Centre, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW 2006, Australia;
| | - Md. Nurul Haque Mollah
- Bioinformatics Laboratory, Department of Statistics, University of Rajshahi, Rajshahi 6205, Bangladesh; (M.K.K.); (M.A.A.); (M.A.I.)
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14
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Buendia P, Fernandez K, Raley C, Rahnavard A, Crandall KA, Castro JG. Hospital antimicrobial stewardship: profiling the oral microbiome after exposure to COVID-19 and antibiotics. Front Microbiol 2024; 15:1346762. [PMID: 38476940 PMCID: PMC10927822 DOI: 10.3389/fmicb.2024.1346762] [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: 11/29/2023] [Accepted: 01/22/2024] [Indexed: 03/14/2024] Open
Abstract
Introduction During the COVID-19 Delta variant surge, the CLAIRE cross-sectional study sampled saliva from 120 hospitalized patients, 116 of whom had a positive COVID-19 PCR test. Patients received antibiotics upon admission due to possible secondary bacterial infections, with patients at risk of sepsis receiving broad-spectrum antibiotics (BSA). Methods The saliva samples were analyzed with shotgun DNA metagenomics and respiratory RNA virome sequencing. Medical records for the period of hospitalization were obtained for all patients. Once hospitalization outcomes were known, patients were classified based on their COVID-19 disease severity and the antibiotics they received. Results Our study reveals that BSA regimens differentially impacted the human salivary microbiome and disease progression. 12 patients died and all of them received BSA. Significant associations were found between the composition of the COVID-19 saliva microbiome and BSA use, between SARS-CoV-2 genome coverage and severity of disease. We also found significant associations between the non-bacterial microbiome and severity of disease, with Candida albicans detected most frequently in critical patients. For patients who did not receive BSA before saliva sampling, our study suggests Staphylococcus aureus as a potential risk factor for sepsis. Discussion Our results indicate that the course of the infection may be explained by both monitoring antibiotic treatment and profiling a patient's salivary microbiome, establishing a compelling link between microbiome and the specific antibiotic type and timing of treatment. This approach can aid with emergency room triage and inpatient management but also requires a better understanding of and access to narrow-spectrum agents that target pathogenic bacteria.
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Affiliation(s)
| | | | - Castle Raley
- The George Washington University Genomics Core, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
| | - Ali Rahnavard
- Department of Biostatistics and Bioinformatics, Computational Biology Institute, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
| | - Keith A. Crandall
- The George Washington University Genomics Core, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
- Department of Biostatistics and Bioinformatics, Computational Biology Institute, Milken Institute School of Public Health, The George Washington University, Washington, DC, United States
| | - Jose Guillermo Castro
- Division of Infectious Diseases, Leonard M. Miller School of Medicine, University of Miami, Miami, FL, United States
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15
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Brzychczy-Sroka B, Talaga-Ćwiertnia K, Sroka-Oleksiak A, Gurgul A, Zarzecka-Francica E, Ostrowski W, Kąkol J, Drożdż K, Brzychczy-Włoch M, Zarzecka J. Standardization of the protocol for oral cavity examination and collecting of the biological samples for microbiome research using the next-generation sequencing (NGS): own experience with the COVID-19 patients. Sci Rep 2024; 14:3717. [PMID: 38355866 PMCID: PMC10867075 DOI: 10.1038/s41598-024-53992-3] [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] [Accepted: 02/07/2024] [Indexed: 02/16/2024] Open
Abstract
To date, publications have shown that compositions of oral microbiota differ depending on their habitats (e.g. tongue, tonsils, pharynx). The absence of set standards for the choice of the areas and conditions of material collection makes the oral microbiome one of the most difficult environments for a comparative analysis with other researchers, which is a meaningful limitation during an assessment of the potential effects of microorganisms as biomarkers in the courses of various human diseases. Therefore, standardisation of basic conditions of a dental examination and collection of material for the next generation sequencing (NGS) is worth attempting. The standardisation of the dental exam and collection of the clinical materials: saliva, swab from the tongue ridge, hard palate, palatine tonsils and oropharynx, supragingival plaque and subgingival plaque. Protocol involved the patients (n = 60), assigned to 3 groups: I-COVID-19 convalescents who received antibiotics, n = 17, II-COVID-19 convalescents, n = 23 and III-healthy individuals, n = 20. The collected biological samples were used to conduct NGS (16S rRNA). The conditions of patient preparation for collecting biological materials as well as the schedule of dental examination, were proposed. Based on the research conducted, we have indicated the dental indicators that best differentiate the group of COVID-19 patients (groups I and II) from healthy people (group III). These include the DMFT, D and BOP indices. The use of alpha and beta diversity analysis provided an overall insight into the diversity of microbial communities between specific niches and patient groups. The most different diversity between the studied group of patients (group II) and healthy people (group III) was noted in relation to the supragingival plaque. The order of activities during the dental exam as well as while collecting and securing clinical materials is particularly important to avoid technical errors and material contamination which may result in erroneous conclusions from the analyses of the results of sensitive tests such as the NGS. It has been shown that the dental indices: DMFT, D number, PI and BOP are the best prognostic parameters to assess the oral health. Based on beta diversity the most sensitive niche and susceptible to changes in the composition of the microbiota is the supragingival plaque. The procedures developed by our team can be applied as ready-to-use forms in studies conducted by other researchers.
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Affiliation(s)
- Barbara Brzychczy-Sroka
- Department of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Kraków, Poland
| | - Katarzyna Talaga-Ćwiertnia
- Chair of Microbiology, Department of Molecular Medical Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Czysta 18, 31-121, Kraków, Poland.
| | - Agnieszka Sroka-Oleksiak
- Chair of Microbiology, Department of Molecular Medical Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Czysta 18, 31-121, Kraków, Poland
| | - Artur Gurgul
- Center for Experimental and Innovative Medicine, The University of Agriculture in Kraków, Kraków, Poland
| | - Elżbieta Zarzecka-Francica
- Department of Prosthodontics and Orthodontics, Institute of Dentistry, Jagiellonian University Medical College, Kraków, Poland
| | - Wojciech Ostrowski
- Department of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Kraków, Poland
| | - Janusz Kąkol
- University Hospital in Cracow, Temporary COVID Ward No. 1, Kraków, Poland
| | - Kamil Drożdż
- Chair of Microbiology, Department of Molecular Medical Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Czysta 18, 31-121, Kraków, Poland
| | - Monika Brzychczy-Włoch
- Chair of Microbiology, Department of Molecular Medical Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Czysta 18, 31-121, Kraków, Poland
| | - Joanna Zarzecka
- Department of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Kraków, Poland
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16
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Chu XJ, Song DD, Zhou MH, Chen XZ, Chu N, Li M, Li BZ, Liu SH, Hou S, Wu JB, Gong L. Perturbations in gut and respiratory microbiota in COVID-19 and influenza patients: a systematic review and meta-analysis. Front Med (Lausanne) 2024; 11:1301312. [PMID: 38405190 PMCID: PMC10884097 DOI: 10.3389/fmed.2024.1301312] [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: 09/27/2023] [Accepted: 01/17/2024] [Indexed: 02/27/2024] Open
Abstract
Objectives Coronavirus disease-19 (COVID-19)/influenza poses unprecedented challenges to the global economy and healthcare services. Numerous studies have described alterations in the microbiome of COVID-19/influenza patients, but further investigation is needed to understand the relationship between the microbiome and these diseases. Herein, through systematic comparison between COVID-19 patients, long COVID-19 patients, influenza patients, no COVID-19/influenza controls and no COVID-19/influenza patients, we conducted a comprehensive review to describe the microbial change of respiratory tract/digestive tract in COVID-19/influenza patients. Methods We systematically reviewed relevant literature by searching the PubMed, Embase, and Cochrane Library databases from inception to August 12, 2023. We conducted a comprehensive review to explore microbial alterations in patients with COVID-19/influenza. In addition, the data on α-diversity were summarized and analyzed by meta-analysis. Results A total of 134 studies comparing COVID-19 patients with controls and 18 studies comparing influenza patients with controls were included. The Shannon indices of the gut and respiratory tract microbiome were slightly decreased in COVID-19/influenza patients compared to no COVID-19/influenza controls. Meanwhile, COVID-19 patients with more severe symptoms also exhibited a lower Shannon index versus COVID-19 patients with milder symptoms. The intestinal microbiome of COVID-19 patients was characterized by elevated opportunistic pathogens along with reduced short-chain fatty acid (SCFAs)-producing microbiota. Moreover, Enterobacteriaceae (including Escherichia and Enterococcus) and Lactococcus, were enriched in the gut and respiratory tract of COVID-19 patients. Conversely, Haemophilus and Neisseria showed reduced abundance in the respiratory tract of both COVID-19 and influenza patients. Conclusion In this systematic review, we identified the microbiome in COVID-19/influenza patients in comparison with controls. The microbial changes in influenza and COVID-19 are partly similar.
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Affiliation(s)
- Xiu-Jie Chu
- Department of Acute Infectious Disease Prevention and Control, Anhui Provincial Center for Disease Control and Prevention, Hefei, Anhui, China
| | - Dan-Dan Song
- Department of Acute Infectious Disease Prevention and Control, Anhui Provincial Center for Disease Control and Prevention, Hefei, Anhui, China
| | - Ming-Hua Zhou
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Xiu-Zhi Chen
- Department of Acute Infectious Disease Prevention and Control, Anhui Provincial Center for Disease Control and Prevention, Hefei, Anhui, China
| | - Na Chu
- Department of Acute Infectious Disease Prevention and Control, Anhui Provincial Center for Disease Control and Prevention, Hefei, Anhui, China
| | - Ming Li
- Department of Acute Infectious Disease Prevention and Control, Anhui Provincial Center for Disease Control and Prevention, Hefei, Anhui, China
| | - Bao-Zhu Li
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, Anhui, China
| | - Song-Hui Liu
- School of Public Health, Bengbu Medical College, Bengbu, Anhui, China
| | - Sai Hou
- Department of Acute Infectious Disease Prevention and Control, Anhui Provincial Center for Disease Control and Prevention, Hefei, Anhui, China
| | - Jia-Bing Wu
- Department of Acute Infectious Disease Prevention and Control, Anhui Provincial Center for Disease Control and Prevention, Hefei, Anhui, China
| | - Lei Gong
- Department of Acute Infectious Disease Prevention and Control, Anhui Provincial Center for Disease Control and Prevention, Hefei, Anhui, China
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17
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Taufer CR, Rampelotto PH. Lactobacilli in COVID-19: A Systematic Review Based on Next-Generation Sequencing Studies. Microorganisms 2024; 12:284. [PMID: 38399688 PMCID: PMC10891515 DOI: 10.3390/microorganisms12020284] [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: 12/28/2023] [Revised: 01/25/2024] [Accepted: 01/26/2024] [Indexed: 02/25/2024] Open
Abstract
The global pandemic was caused by the SARS-CoV-2 virus, known as COVID-19, which primarily affects the respiratory and intestinal systems and impacts the microbial communities of patients. This systematic review involved a comprehensive search across the major literature databases to explore the relationship between lactobacilli and COVID-19. Our emphasis was on investigations employing NGS technologies to explore this connection. Our analysis of nine selected studies revealed that lactobacilli have a reduced abundance in the disease and an association with disease severity. The protective mechanisms of lactobacilli in COVID-19 and other viral infections are likely to be multifaceted, involving complex interactions between the microbiota, the host immune system, and the virus itself. Moreover, upon closely examining the NGS methodologies and associated statistical analyses in each research study, we have noted concerns regarding the approach used to delineate the varying abundance of lactobacilli, which involves potential biases and the exclusion of pertinent data elements. These findings provide new insight into the relationship between COVID-19 and lactobacilli, highlighting the potential for microbiota modulation in COVID-19 treatment.
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Affiliation(s)
- Clarissa Reginato Taufer
- Graduate Program in Genetics and Molecular Biology, Universidade Federal do Rio Grande do Sul, Porto Alegre 91501-970, Brazil
| | - Pabulo Henrique Rampelotto
- Bioinformatics and Biostatistics Core Facility, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre 91501-970, Brazil
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18
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Chen L, Yin Z, Zhou D, Li X, Yu C, Luo C, Jin Y, Zhang L, Song J, Rasche L, Einsele H, Tu L, Zhou X, Bai T, Hou X. Lymphocyte and neutrophil count combined with intestinal bacteria abundance predict the severity of COVID-19. Microbiol Spectr 2024; 12:e0302723. [PMID: 38088542 PMCID: PMC10783053 DOI: 10.1128/spectrum.03027-23] [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: 08/03/2023] [Accepted: 11/06/2023] [Indexed: 01/13/2024] Open
Abstract
IMPORTANCE The 2019 coronavirus disease (COVID-19) patients had a unique profile of gut bacteria. In this study, we characterized the intestinal bacteria in our COVID-19 cohorts and found that there was an increased incidence of severe cases in COVID-19 patients with decreased lymphocytes and increased neutrophils. Levels of lymphocytes and neutrophils and abundances of intestinal bacteria correlated with the severity of COVID-19.
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Affiliation(s)
- Liuying Chen
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhongwei Yin
- Division of Cardiology, Hubei Key Laboratory of Genetics and Molecular Mechanisms of Cardiological Disorders, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Dan Zhou
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xin Li
- Department of Paediatrics, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Cheng Yu
- Ultrasonic Department, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chang Luo
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Yu Jin
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lei Zhang
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jun Song
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Leo Rasche
- Department of Internal Medicine II, University Hospital Würzburg, Julius-Maximilian University of Würzburg, Würzburg, Germany
| | - Hermann Einsele
- Department of Internal Medicine II, University Hospital Würzburg, Julius-Maximilian University of Würzburg, Würzburg, Germany
| | - Lei Tu
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiang Zhou
- Department of Internal Medicine II, University Hospital Würzburg, Julius-Maximilian University of Würzburg, Würzburg, Germany
| | - Tao Bai
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaohua Hou
- Division of Gastroenterology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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19
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Brīvība M, Silamiķele L, Birzniece L, Ansone L, Megnis K, Silamiķelis I, Pelcmane L, Borisova D, Rozenberga M, Jagare L, Elbere I, Kloviņš J. Gut Microbiome Composition and Dynamics in Hospitalized COVID-19 Patients and Patients with Post-Acute COVID-19 Syndrome. Int J Mol Sci 2024; 25:567. [PMID: 38203738 PMCID: PMC10779053 DOI: 10.3390/ijms25010567] [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: 11/22/2023] [Revised: 12/18/2023] [Accepted: 12/28/2023] [Indexed: 01/12/2024] Open
Abstract
The gut microbiome plays a pivotal role in the modulation of host responses during viral infections, and recent studies have underscored its significance in the context of coronavirus disease 2019 (COVID-19). We aimed to investigate the dynamics and compositional changes in the gut microbiome of COVID-19 patients, addressing both the acute phase and the recovery process, with a particular focus on the emergence of post-COVID-19 conditions. Involving 146 COVID-19 patients and 110 healthy controls, this study employed a shotgun metagenomics approach for cross-sectional and longitudinal analyses with one- and three-month follow-ups. We observed a decline in taxonomic diversity among hospitalized COVID-19 patients compared to healthy controls, while a subsequent increase in alpha diversity was shown during the recovery process. A notable contribution of Enterococcus faecium was identified in the acute phase of the infection, accompanied by an increasing abundance of butyrate-producing bacteria (e.g., Roseburia, Lachnospiraceae_unclassified) during the recovery period. We highlighted a protective role of the Prevotella genus in the long-term recovery process and suggested a potential significance of population-specificity in the early gut microbiome markers of post-acute COVID-19 syndrome. Our study represents distinctive gut microbiome signatures in COVID-19, with potential diagnostic and prognostic implications, pinpointing potential modulators of the disease progression.
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Affiliation(s)
- Monta Brīvība
- Latvian Biomedical Research and Study Centre, LV-1067 Riga, Latvia; (L.S.); (L.B.); (L.A.); (K.M.); (I.S.); (L.P.); (D.B.); (I.E.); (J.K.)
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20
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Shimizu K, Hirata H, Tokuhira N, Motooka D, Nakamura S, Ueda A, Tachino J, Koide M, Uchiyama A, Ogura H, Oda J. Dysbiosis of gut microbiota in patients with severe COVID-19. Acute Med Surg 2024; 11:e923. [PMID: 38213715 PMCID: PMC10781893 DOI: 10.1002/ams2.923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 12/16/2023] [Accepted: 12/28/2023] [Indexed: 01/13/2024] Open
Abstract
Aim Altered gut microbiota has been proposed as one of the causes of exacerbation of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2/COVID-19) from the perspective of the gut-lung axis. We aimed to evaluate gut microbiota in mechanically ventilated patients with COVID-19 prior to using antibiotics. Methods We retrospectively selected for enrollment COVID-19 patients who required mechanical ventilation on admission but who had not used antibiotics before admission to observe the influence of SARS-Cov-2 on gut microbiota. Fecal samples were collected serially on admission and were evaluated by 16S rRNA gene deep sequencing. Results The phylum of Bacteroidetes decreased, and those of Firmicutes and Actinobacteria increased in COVID-19 patients compared with those in healthy controls (p < 0.001). The main commensals of Bacteroides, Faecalibacterium, and Blautia at the genus level were significantly decreased in the COVID-19 patients, and opportunistic bacteria including Corynebacterium, Anaerococcus, Finegoldia Peptoniphilus, Actinomyces, and Enterococcus were increased (p < 0.001). α-Diversity and β-diversity in COVID-19 patients significantly changed compared with those in the healthy controls. Conclusion The commensal gut microbiota were altered, and opportunistic bacteria increased in patients with severe COVID-19 who required mechanical ventilation on admission.
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Affiliation(s)
- Kentaro Shimizu
- Department of Traumatology and Acute Critical MedicineOsaka University Graduate School of MedicineSuitaJapan
| | - Haruhiko Hirata
- Department of Respiratory Medicine and Clinical Immunology, Graduate School of MedicineOsaka UniversityOsakaJapan
| | - Natsuko Tokuhira
- Intensive Care Unit, Osaka University HospitalOsaka UniversitySuitaJapan
| | - Daisuke Motooka
- Department of Infection Metagenomics, Research Institute for Microbial DiseasesOsaka UniversitySuitaJapan
| | - Shota Nakamura
- Department of Infection Metagenomics, Research Institute for Microbial DiseasesOsaka UniversitySuitaJapan
| | - Akiko Ueda
- Laboratory for Clinical Investigation, Osaka University HospitalOsaka UniversitySuitaJapan
| | - Jotaro Tachino
- Department of Traumatology and Acute Critical MedicineOsaka University Graduate School of MedicineSuitaJapan
| | - Moe Koide
- Intensive Care Unit, Osaka University HospitalOsaka UniversitySuitaJapan
| | - Akinori Uchiyama
- Intensive Care Unit, Osaka University HospitalOsaka UniversitySuitaJapan
| | - Hiroshi Ogura
- Department of Traumatology and Acute Critical MedicineOsaka University Graduate School of MedicineSuitaJapan
| | - Jun Oda
- Department of Traumatology and Acute Critical MedicineOsaka University Graduate School of MedicineSuitaJapan
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21
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Fan R, Liu S, Sun N, Yang Y, Deng X, Hu B, Sun C, Wen C, Li H, Cheng D, Huang C, Hou P, Zhang T. Gut microbiota composition is associated with disease severity and host immune responses in COVID-19. Front Cell Infect Microbiol 2023; 13:1274690. [PMID: 38149007 PMCID: PMC10749918 DOI: 10.3389/fcimb.2023.1274690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 11/21/2023] [Indexed: 12/28/2023] Open
Abstract
Background Human gut microbiota play a crucial role in the immune response of the host to respiratory viral infection. However, evidence regarding the association between the gut microbiome, host immune responses, and disease severity in coronavirus disease 2019 (COVID-19) remains insufficient. Methods To better comprehend the interactions between the host and gut microbiota in COVID-19, we conducted 16S rRNA sequencing and characterized the gut microbiome compositions in stool samples from 40 COVID-19 patients and 33 non-pneumonia controls. We assessed several hematological parameters to determine the immune status. Results We found that the gut microbial composition was significantly changed in COVID-19 patients, which was characterized by increased opportunistic pathogens and decreased commensal bacteria. The frequency of prevalent opportunistic pathogens Enterococcus and Lactobacillus increased, especially in severe patients; yet the abundance of butyrate-producing bacteria, Faecalibacterium, Roseburia, and Anaerostipes, decreased significantly, and Faecalibacterium prausnitzii might help discriminate severe patients from moderate patients and non-pneumonia people. Furthermore, we then obtained a correlation map between the clinical characteristics of COVID-19 and severity-related gut microbiota. We observed a notable correlation between the abundance of Enterococcus faecium and abnormal neutrophil or lymphocyte percentage in all COVID-19 patients. Faecalibacterium was positively correlated with lymphocyte counts, while negatively correlated with neutrophil percentage. Conclusion These results suggested that the gut microbiome could have a potential function in regulating host immune responses and impacting the severity or consequences of diseases.
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Affiliation(s)
- Ruyue Fan
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
| | - Shuai Liu
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Shandong Key Laboratory of Infectious Respiratory Disease, Jinan, Shandong, China
| | - Na Sun
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
| | - Ying Yang
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
| | - Xia Deng
- School of Public Healthy, Weifang Medical University, Weifang, Shandong, China
| | - Bin Hu
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
| | - Changhua Sun
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
| | - Chengli Wen
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
| | - Hui Li
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
| | - Dong Cheng
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
| | - Chuanjun Huang
- Department of Respiratory and Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, China
- Shandong Key Laboratory of Infectious Respiratory Disease, Jinan, Shandong, China
| | - Peibin Hou
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
| | - Tianliang Zhang
- Shandong Center for Disease Control and Prevention, Jinan, Shandong, China
- Shandong Provincial Key Laboratory of Infectious Diseases Control and Prevention, Jinan, Shandong, China
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22
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Xiao Z, Pan M, Li X, Zhao C. Impact of SARS-CoV2 infection on gut microbiota dysbiosis. MICROBIOME RESEARCH REPORTS 2023; 3:7. [PMID: 38455085 PMCID: PMC10917619 DOI: 10.20517/mrr.2023.48] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 11/12/2023] [Accepted: 11/28/2023] [Indexed: 03/09/2024]
Abstract
The composition and function of the gut microbiota constantly influence health. Disruptions in this delicate balance, termed gut microbiota dysbiosis, have been implicated in various adverse health events. As the largest global epidemic since 1918, the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) had devastating consequences. While the primary impact of Corona Virus Disease 2019 (COVID-19) has been on the respiratory system, a growing body of research has unveiled the significant involvement of the gastrointestinal tract as well. Emerging evidence underscores notable alterations in the gut microbiome of COVID-19 patients. In addition, the gut microbiome is also characterized by an abundance of opportunistic pathogens, which is related to disease manifestations of COVID-19 patients. The intricate bidirectional interaction between the respiratory mucosa and the gut microbiota, known as the gut-lung axis, emerges as a crucial player in the pathological immune response triggered by SARS-CoV-2. Here, we discuss microbiota-based gut characteristics of COVID-19 patients and the long-term consequences of gut microbiota dysregulation. These insights could potentially transform the development of long-term interventions for COVID-19, offering hope for improved outcomes and enhanced patient recovery.
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Affiliation(s)
- Zhenming Xiao
- Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Shanghai Medical College & National Clinical Research Center for Aging and Medicine, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Miaomiao Pan
- Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Shanghai Medical College & National Clinical Research Center for Aging and Medicine, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Xinyao Li
- Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Shanghai Medical College & National Clinical Research Center for Aging and Medicine, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200032, China
| | - Chao Zhao
- Key Laboratory of Medical Molecular Virology, School of Basic Medical Sciences, Shanghai Medical College & National Clinical Research Center for Aging and Medicine, Huashan Hospital, Shanghai Medical College, Fudan University, Shanghai 200032, China
- Shanghai Frontiers Science Center of Pathogenic Microbes and Infection, Shanghai Frontiers Science Center, Shanghai 200032, China
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23
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Mendes de Almeida V, Engel DF, Ricci MF, Cruz CS, Lopes ÍS, Alves DA, d’ Auriol M, Magalhães J, Machado EC, Rocha VM, Carvalho TG, Lacerda LSB, Pimenta JC, Aganetti M, Zuccoli GS, Smith BJ, Carregari VC, da Silva Rosa E, Galvão I, Dantas Cassali G, Garcia CC, Teixeira MM, André LC, Ribeiro FM, Martins FS, Saia RS, Costa VV, Martins-de-Souza D, Hansbro PM, Marques JT, Aguiar ERGR, Vieira AT. Gut microbiota from patients with COVID-19 cause alterations in mice that resemble post-COVID symptoms. Gut Microbes 2023; 15:2249146. [PMID: 37668317 PMCID: PMC10481883 DOI: 10.1080/19490976.2023.2249146] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 07/19/2023] [Accepted: 08/14/2023] [Indexed: 09/06/2023] Open
Abstract
Long-term sequelae of coronavirus disease (COVID)-19 are frequent and of major concern. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection affects the host gut microbiota, which is linked to disease severity in patients with COVID-19. Here, we report that the gut microbiota of post-COVID subjects had a remarkable predominance of Enterobacteriaceae strains with an antibiotic-resistant phenotype compared to healthy controls. Additionally, short-chain fatty acid (SCFA) levels were reduced in feces. Fecal transplantation from post-COVID subjects to germ-free mice led to lung inflammation and worse outcomes during pulmonary infection by multidrug-resistant Klebsiella pneumoniae. transplanted mice also exhibited poor cognitive performance. Overall, we show prolonged impacts of SARS-CoV-2 infection on the gut microbiota that persist after subjects have cleared the virus. Together, these data demonstrate that the gut microbiota can directly contribute to post-COVID sequelae, suggesting that it may be a potential therapeutic target.
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Affiliation(s)
- Viviani Mendes de Almeida
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Daiane F. Engel
- Department of Clinical Analysis, School of Pharmacy, Universidade Federal de Ouro Preto - UFOP, Ouro Preto, Brazil
| | - Mayra F. Ricci
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Clênio Silva Cruz
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Ícaro Santos Lopes
- Laboratory of Virus Bioinformatics - Department of Biological Science, Center of Biotechnology and Genetics, Universidade Estadual de Santa Cruz - UESC, Ilhéus, Brazil
| | - Daniele Almeida Alves
- Laboratory of RNA Interference and Antiviral Immunity - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Mirna d’ Auriol
- Laboratory of Toxicology - Department of Clinical and Toxicological Analysis, Faculty of Pharmacy, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - João Magalhães
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Elayne C. Machado
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Victor M. Rocha
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Toniana G. Carvalho
- Laboratory of Neurobiochemistry - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Larisse S. B. Lacerda
- Center for Research and Development of Drugs - Department of Morphology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Jordane C. Pimenta
- Center for Research and Development of Drugs - Department of Morphology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Mariana Aganetti
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Giuliana S. Zuccoli
- Laboratory of Neuroproteomics - Department of Biochemistry and Tissue Biology, Institute of Biology, Universidade do Estado de Campinas - UNICAMP, Campinas, Brazil
| | - Bradley J. Smith
- Laboratory of Neuroproteomics - Department of Biochemistry and Tissue Biology, Institute of Biology, Universidade do Estado de Campinas - UNICAMP, Campinas, Brazil
| | - Victor C. Carregari
- Laboratory of Neuroproteomics - Department of Biochemistry and Tissue Biology, Institute of Biology, Universidade do Estado de Campinas - UNICAMP, Campinas, Brazil
| | - Erika da Silva Rosa
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Izabela Galvão
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Geovanni Dantas Cassali
- Laboratory of Comparative Pathology - Department of Pathology, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Cristiana C. Garcia
- Laboratory of Respiratory Viruses and Measles, Instituto Oswaldo Cruz - Fiocruz, Rio de Janeiro, Brazil
| | - Mauro Martins Teixeira
- Center for Research and Development of Drugs - Department of Morphology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Leiliane C. André
- Laboratory of Toxicology - Department of Clinical and Toxicological Analysis, Faculty of Pharmacy, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Fabiola Mara Ribeiro
- Laboratory of Neurobiochemistry - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Flaviano S. Martins
- Laboratory of Biotherapeutic Agents - Department of Microbiology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Rafael Simone Saia
- Laboratory of Intestinal Physiology - Department of Physiology, Ribeirão Preto Medical School, Universidade de São Paulo, Ribeirão Preto, Brazil
| | - Vivian Vasconcelos Costa
- Center for Research and Development of Drugs - Department of Morphology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
| | - Daniel Martins-de-Souza
- Laboratory of Neuroproteomics - Department of Biochemistry and Tissue Biology, Institute of Biology, Universidade do Estado de Campinas - UNICAMP, Campinas, Brazil
- D’Or Institute for Research and Education, São Paulo, Brazil
- Experimental Medicine Research Cluster, Universidade do Estado de Campinas - UNICAMP, Campinas, Brazil
- National Institute of Biomarkers in Neuropsychiatry, National Council for Scientific and Technological Development, São Paulo, Brazil
| | - Philip M. Hansbro
- Centre for Inflammation, Centenary Institute and University of Technology Sydney, Sydney, Australia
| | - João Trindade Marques
- Laboratory of RNA Interference and Antiviral Immunity - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
- CNRS UPR9022, University of Strasbourg, Strasbourg, France
| | - Eric R. G. R. Aguiar
- Laboratory of Virus Bioinformatics - Department of Biological Science, Center of Biotechnology and Genetics, Universidade Estadual de Santa Cruz - UESC, Ilhéus, Brazil
| | - Angélica T. Vieira
- Laboratory of Microbiota and Immunomodulation - Department of Biochemistry and Immunology, Institute of Biological Sciences, Universidade Federal de Minas Gerais - UFMG, Belo Horizonte, Brazil
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Bourumeau W, Tremblay K, Jourdan G, Girard C, Laprise C. Bacterial Biomarkers of the Oropharyngeal and Oral Cavity during SARS-CoV-2 Infection. Microorganisms 2023; 11:2703. [PMID: 38004715 PMCID: PMC10673573 DOI: 10.3390/microorganisms11112703] [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: 09/26/2023] [Revised: 10/27/2023] [Accepted: 10/31/2023] [Indexed: 11/26/2023] Open
Abstract
(1) Background: Individuals with COVID-19 display different forms of disease severity and the upper respiratory tract microbiome has been suggested to play a crucial role in the development of its symptoms. (2) Methods: The present study analyzed the microbial profiles of the oral cavity and oropharynx of 182 COVID-19 patients compared to 75 unaffected individuals. The samples were obtained from gargle screening samples. 16S rRNA amplicon sequencing was applied to analyze the samples. (3) Results: The present study shows that SARS-CoV-2 infection induced significant differences in bacterial community assemblages, with Prevotella and Veillonella as biomarkers for positive-tested people and Streptococcus and Actinomyces for negative-tested people. It also suggests a state of dysbiosis on the part of the infected individuals due to significant differences in the bacterial community in favor of a microbiome richer in opportunistic pathogens. (4) Conclusions: SARS-CoV-2 infection induces dysbiosis in the upper respiratory tract. The identification of these opportunistic pathogenic biomarkers could be a new screening and prevention tool for people with prior dysbiosis.
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Affiliation(s)
- William Bourumeau
- Département des Sciences Fondamentales, Université du Québec à Chicoutimi, Saguenay, QC G7H 2B1, Canada; (W.B.); (C.G.)
- Centre Intersectoriel en Santé Durable, Université du Québec à Chicoutimi, Saguenay, QC G7H 2B1, Canada;
| | - Karine Tremblay
- Pharmacology-Physiology Department, Université de Sherbrooke, Saguenay, QC J1K 2R1, Canada;
- Research Centre of Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean (CIUSSS-SLSJ), Saguenay, QC G7H 7K9, Canada
| | - Guillaume Jourdan
- Centre Intersectoriel en Santé Durable, Université du Québec à Chicoutimi, Saguenay, QC G7H 2B1, Canada;
| | - Catherine Girard
- Département des Sciences Fondamentales, Université du Québec à Chicoutimi, Saguenay, QC G7H 2B1, Canada; (W.B.); (C.G.)
- Centre Intersectoriel en Santé Durable, Université du Québec à Chicoutimi, Saguenay, QC G7H 2B1, Canada;
| | - Catherine Laprise
- Département des Sciences Fondamentales, Université du Québec à Chicoutimi, Saguenay, QC G7H 2B1, Canada; (W.B.); (C.G.)
- Centre Intersectoriel en Santé Durable, Université du Québec à Chicoutimi, Saguenay, QC G7H 2B1, Canada;
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25
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Brzychczy- Sroka B, Talaga-Ćwiertnia K, Sroka-Oleksiak A, Gurgul A, Zarzecka-Francica E, Ostrowski W, Kąkol J, Zarzecka J, Brzychczy-Włoch M. Oral microbiota study of the patients after hospitalisation for COVID-19, considering selected dental indices and antibiotic therapy using the next generation sequencing method (NGS). J Oral Microbiol 2023; 15:2264591. [PMID: 37840855 PMCID: PMC10569355 DOI: 10.1080/20002297.2023.2264591] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 09/24/2023] [Indexed: 10/17/2023] Open
Abstract
Background Poor oral hygiene and the increased incidence and severity of periodontitis may exacerbate SARS-CoV-2 infection. The aim was to evaluate the oral microbiota of 60 participants divided into groups: COVID-19 convalescents who received antibiotics during hospitalization (I), COVID-19 convalescents without antibiotic therapy (II) and healthy individuals (III). Materials and Methods Dental examination was conducted, and oral health status was evaluated using selected dental indexes. Clinical samples (saliva, dorsal swabs, supragingival and subgingival plaque) were collected and used for metagenomic library to the next-generation sequencing (NGS) preparation. Results Each of the clinical materials in particular groups of patients showed a statistically significant and quantitatively different bacterial composition. Patients from group I showed significantly worse oral health, reflected by higher average values of dental indexes and also a higher percentage of Veillonella, Tannerella, Capnocytophaga and Selenomonas genera in comparison to other groups. Additionally, a statistically significant decrease in the amount of Akkermansia type in both groups with COVID-19 was observed for all materials. Conclusions The primary factor affecting the composition of oral microbiota was not the SARS-CoV-2 infection itself, but the use of antibiotic therapy. The increased percentage of pro-inflammatory pathogens observed in COVID-19 patients underscores the importance of preventing periodontal disease and improving oral hygiene in the future.
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Affiliation(s)
- Barbara Brzychczy- Sroka
- Department of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Kraków, Poland
| | - Katarzyna Talaga-Ćwiertnia
- Department of Molecular Medical Microbiology, Chair of Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
| | - Agnieszka Sroka-Oleksiak
- Department of Molecular Medical Microbiology, Chair of Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
| | - Artur Gurgul
- Center for Experimental and Innovative Medicine, The University of Agriculture in Kraków, Kraków, Poland
| | - Elżbieta Zarzecka-Francica
- Department of Prosthodontics and Orthodontics, Institute of Dentistry, Jagiellonian University Medical College, Kraków, Poland
| | - Wojciech Ostrowski
- Department of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Kraków, Poland
| | | | - Joanna Zarzecka
- Department of Conservative Dentistry with Endodontics, Institute of Dentistry, Jagiellonian University Medical College, Kraków, Poland
| | - Monika Brzychczy-Włoch
- Department of Molecular Medical Microbiology, Chair of Microbiology, Faculty of Medicine, Jagiellonian University Medical College, Kraków, Poland
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Upadhyay V, Suryawanshi RK, Tasoff P, McCavitt-Malvido M, Kumar RG, Murray VW, Noecker C, Bisanz JE, Hswen Y, Ha CWY, Sreekumar B, Chen IP, Lynch SV, Ott M, Lee S, Turnbaugh PJ. Mild SARS-CoV-2 infection results in long-lasting microbiota instability. mBio 2023; 14:e0088923. [PMID: 37294090 PMCID: PMC10470529 DOI: 10.1128/mbio.00889-23] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Accepted: 04/12/2023] [Indexed: 06/10/2023] Open
Abstract
Viruses targeting mammalian cells can indirectly alter the gut microbiota, potentially compounding their phenotypic effects. Multiple studies have observed a disrupted gut microbiota in severe cases of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection that require hospitalization. Yet, despite demographic shifts in disease severity resulting in a large and continuing burden of non-hospitalized infections, we still know very little about the impact of mild SARS-CoV-2 infection on the gut microbiota in the outpatient setting. To address this knowledge gap, we longitudinally sampled 14 SARS-CoV-2-positive subjects who remained outpatient and 4 household controls. SARS-CoV-2 cases exhibited a significantly less stable gut microbiota relative to controls. These results were confirmed and extended in the K18-humanized angiotensin-converting enzyme 2 mouse model, which is susceptible to SARS-CoV-2 infection. All of the tested SARS-CoV-2 variants significantly disrupted the mouse gut microbiota, including USA-WA1/2020 (the original variant detected in the USA), Delta, and Omicron. Surprisingly, despite the fact that the Omicron variant caused the least severe symptoms in mice, it destabilized the gut microbiota and led to a significant depletion in Akkermansia muciniphila. Furthermore, exposure of wild-type C57BL/6J mice to SARS-CoV-2 disrupted the gut microbiota in the absence of severe lung pathology. IMPORTANCE Taken together, our results demonstrate that even mild cases of SARS-CoV-2 can disrupt gut microbial ecology. Our findings in non-hospitalized individuals are consistent with studies of hospitalized patients, in that reproducible shifts in gut microbial taxonomic abundance in response to SARS-CoV-2 have been difficult to identify. Instead, we report a long-lasting instability in the gut microbiota. Surprisingly, our mouse experiments revealed an impact of the Omicron variant, despite producing the least severe symptoms in genetically susceptible mice, suggesting that despite the continued evolution of SARS-CoV-2, it has retained its ability to perturb the intestinal mucosa. These results will hopefully renew efforts to study the mechanisms through which Omicron and future SARS-CoV-2 variants alter gastrointestinal physiology, while also considering the potentially broad consequences of SARS-CoV-2-induced microbiota instability for host health and disease.
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Affiliation(s)
- Vaibhav Upadhyay
- Department of Microbiology and Immunology, G.W. Hooper Research Foundation, University of California, San Francisco, California, USA
- Department of Medicine, University of California San Francisco, University of California, San Francisco, California, USA
- Department of Medicine, Benioff Center for Microbiome Medicine, University of California, San Francisco, California, USA
| | | | - Preston Tasoff
- Department of Medicine, Benioff Center for Microbiome Medicine, University of California, San Francisco, California, USA
| | | | | | - Victoria Wong Murray
- Department of Medicine, University of California San Francisco, University of California, San Francisco, California, USA
| | - Cecilia Noecker
- Department of Microbiology and Immunology, G.W. Hooper Research Foundation, University of California, San Francisco, California, USA
- Department of Medicine, Benioff Center for Microbiome Medicine, University of California, San Francisco, California, USA
| | - Jordan E. Bisanz
- Department of Microbiology and Immunology, G.W. Hooper Research Foundation, University of California, San Francisco, California, USA
| | - Yulin Hswen
- Department of Epidemiology and Biostatistics and the Bakar Computational Health Institute, University of California San Francisco, San Francisco, California, USA
| | - Connie W. Y. Ha
- Department of Medicine, Benioff Center for Microbiome Medicine, University of California, San Francisco, California, USA
| | | | - Irene P. Chen
- Gladstone Institutes, San Francisco, California, USA
| | - Susan V. Lynch
- Department of Medicine, University of California San Francisco, University of California, San Francisco, California, USA
- Department of Medicine, Benioff Center for Microbiome Medicine, University of California, San Francisco, California, USA
- Department of Pediatrics, University of California San Francisco, University of California, San Francisco, California, USA
| | - Melanie Ott
- Department of Medicine, University of California San Francisco, University of California, San Francisco, California, USA
- Gladstone Institutes, San Francisco, California, USA
- Chan Zuckerberg Biohub-San Francisco, San Francisco, California, USA
| | - Sulggi Lee
- Department of Medicine, University of California San Francisco, University of California, San Francisco, California, USA
| | - Peter J. Turnbaugh
- Department of Microbiology and Immunology, G.W. Hooper Research Foundation, University of California, San Francisco, California, USA
- Department of Medicine, Benioff Center for Microbiome Medicine, University of California, San Francisco, California, USA
- Chan Zuckerberg Biohub-San Francisco, San Francisco, California, USA
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Galperine T, Choi Y, Pagani JL, Kritikos A, Papadimitriou-Olivgeris M, Méan M, Scherz V, Opota O, Greub G, Guery B, Bertelli C. Temporal changes in fecal microbiota of patients infected with COVID-19: a longitudinal cohort. BMC Infect Dis 2023; 23:537. [PMID: 37596518 PMCID: PMC10436399 DOI: 10.1186/s12879-023-08511-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 08/04/2023] [Indexed: 08/20/2023] Open
Abstract
BACKGROUND Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is a multifaceted disease potentially responsible for various clinical manifestations including gastro-intestinal symptoms. Several evidences suggest that the intestine is a critical site of immune cell development, gut microbiota could therefore play a key role in lung immune response. We designed a monocentric longitudinal observational study to describe the gut microbiota profile in COVID-19 patients and compare it to a pre-existing cohort of ventilated non-COVID-19 patients. METHODS From March to December 2020, we included patients admitted for COVID-19 in medicine (43 not ventilated) or intensive care unit (ICU) (14 ventilated) with a positive SARS-CoV-2 RT-PCR assay in a respiratory tract sample. 16S metagenomics was performed on rectal swabs from these 57 COVID-19 patients, 35 with one and 22 with multiple stool collections. Nineteen non-COVID-19 ICU controls were also enrolled, among which 14 developed ventilator-associated pneumonia (pneumonia group) and five remained without infection (control group). SARS-CoV-2 viral loads in fecal samples were measured by qPCR. RESULTS Although similar at inclusion, Shannon alpha diversity appeared significantly lower in COVID-19 and pneumonia groups than in the control group at day 7. Furthermore, the microbiota composition became distinct between COVID-19 and non-COVID-19 groups. The fecal microbiota of COVID-19 patients was characterized by increased Bacteroides and the pneumonia group by Prevotella. In a distance-based redundancy analysis, only COVID-19 presented significant effects on the microbiota composition. Moreover, patients in ICU harbored increased Campylobacter and decreased butyrate-producing bacteria, such as Lachnospiraceae, Roseburia and Faecalibacterium as compared to patients in medicine. Both the stay in ICU and patient were significant factors affecting the microbiota composition. SARS-CoV-2 viral loads were higher in ICU than in non-ICU patients. CONCLUSIONS Overall, we identified distinct characteristics of the gut microbiota in COVID-19 patients compared to control groups. COVID-19 patients were primarily characterized by increased Bacteroides and decreased Prevotella. Moreover, disease severity showed a negative correlation with butyrate-producing bacteria. These features could offer valuable insights into potential targets for modulating the host response through the microbiota and contribute to a better understanding of the disease's pathophysiology. TRIAL REGISTRATION CER-VD 2020-00755 (05.05.2020) & 2017-01820 (08.06.2018).
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Affiliation(s)
- Tatiana Galperine
- Service of Infectious Diseases, Lausanne University Hospital and University of Lausanne, Rue du Bugnon 46, BH10-553, 1011, Lausanne, Switzerland
| | - Yangji Choi
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Jean-Luc Pagani
- Service of Intensive Care, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Antonios Kritikos
- Service of Infectious Diseases, Lausanne University Hospital and University of Lausanne, Rue du Bugnon 46, BH10-553, 1011, Lausanne, Switzerland
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Matthaios Papadimitriou-Olivgeris
- Service of Infectious Diseases, Lausanne University Hospital and University of Lausanne, Rue du Bugnon 46, BH10-553, 1011, Lausanne, Switzerland
| | - Marie Méan
- Division of Internal Medicine, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Valentin Scherz
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Onya Opota
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Gilbert Greub
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
| | - Benoit Guery
- Service of Infectious Diseases, Lausanne University Hospital and University of Lausanne, Rue du Bugnon 46, BH10-553, 1011, Lausanne, Switzerland.
| | - Claire Bertelli
- Institute of Microbiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland
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Guo C, Yi B, Wu J, Lu J. The microbiome in post-acute infection syndrome (PAIS). Comput Struct Biotechnol J 2023; 21:3904-3911. [PMID: 37602232 PMCID: PMC10432703 DOI: 10.1016/j.csbj.2023.08.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 08/03/2023] [Accepted: 08/03/2023] [Indexed: 08/22/2023] Open
Abstract
Post-Acute Infection Syndrome (PAIS) is a relatively new medical terminology that represents prolonged sequelae symptoms after acute infection by numerous pathogenic agents. Imposing a substantial public health burden worldwide, PASC (post-acute sequelae of COVID-19 infection) and ME/CFS (myalgic encephalomyelitis/chronic fatigue syndrome) are two of the most recognized and prevalent PAIS conditions. The presences of prior infections and similar symptom profiles in PAIS reflect a plausible common etiopathogenesis. The human microbiome is known to play an essential role in health and disease. In this review, we reviewed and summarized available research on oral and gut microbiota alterations in patients with different infections or PAIS conditions. We discussed key theories about the associations between microbiome dysbiosis and PAIS disease development, aiming to explore the mechanistic roles and potential functions the microbiome may have in the process. Additionally, we discuss the areas of knowledge gaps and propose the potential clinical applications of the microbiome for prevention and treatment of PAIS conditions.
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Affiliation(s)
- Cheng Guo
- Center for Infection and Immunity, Mailman School of Public Health, Columbia University, New York, USA
| | - Boyang Yi
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
| | - Jianyong Wu
- School of Public Health, Xinjiang Medical University, Urumqi, China
| | - Jiahai Lu
- School of Public Health, Sun Yat-Sen University, Guangzhou, China
- Hainan Key Novel Thinktank “Hainan Medical University ‘One Health’ Research Center”, Haikou, China
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29
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Reuben RC, Beugnon R, Jurburg SD. COVID-19 alters human microbiomes: a meta-analysis. Front Cell Infect Microbiol 2023; 13:1211348. [PMID: 37600938 PMCID: PMC10433767 DOI: 10.3389/fcimb.2023.1211348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 06/23/2023] [Indexed: 08/22/2023] Open
Abstract
Introduction Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) has infected a substantial portion of the world's population, and novel consequences of COVID-19 on the human body are continuously being uncovered. The human microbiome plays an essential role in host health and well-being, and multiple studies targeting specific populations have reported altered microbiomes in patients infected with SARS-CoV-2. Given the global scale and massive incidence of COVID on the global population, determining whether the effects of COVID-19 on the human microbiome are consistent and generalizable across populations is essential. Methods We performed a synthesis of human microbiome responses to COVID-19. We collected 16S rRNA gene amplicon sequence data from 11 studies sampling the oral and nasopharyngeal or gut microbiome of COVID-19-infected and uninfected subjects. Our synthesis included 1,159 respiratory (oral and nasopharyngeal) microbiome samples and 267 gut microbiome samples from patients in 11 cities across four countries. Results Our reanalyses revealed communitywide alterations in the respiratory and gut microbiomes across human populations. We found significant overall reductions in the gut microbial diversity of COVID-19-infected patients, but not in the respiratory microbiome. Furthermore, we found more consistent community shifts in the gut microbiomes of infected patients than in the respiratory microbiomes, although the microbiomes in both sites exhibited higher host-to-host variation in infected patients. In respiratory microbiomes, COVID-19 infection resulted in an increase in the relative abundance of potentially pathogenic bacteria, including Mycoplasma. Discussion Our findings shed light on the impact of COVID-19 on the human-associated microbiome across populations, and highlight the need for further research into the relationship between long-term effects of COVID-19 and altered microbiota.
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Affiliation(s)
- Rine Christopher Reuben
- German Centre of Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Institute of Biology, Leipzig University, Leipzig, Germany
| | - Rémy Beugnon
- German Centre of Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Leipzig Institute for Meteorology, Universität Leipzig, Leipzig, Germany
- CEFE, Université de Montpellier, CNRS, EPHE, IRD, Montpellier, France
| | - Stephanie D. Jurburg
- German Centre of Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
- Department of Environmental Microbiology, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany
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30
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Armstrong AJS, Horton DB, Andrews T, Greenberg P, Roy J, Gennaro ML, Carson JL, Panettieri RA, Barrett ES, Blaser MJ. Saliva microbiome in relation to SARS-CoV-2 infection in a prospective cohort of healthy US adults. EBioMedicine 2023; 94:104731. [PMID: 37487417 PMCID: PMC10382861 DOI: 10.1016/j.ebiom.2023.104731] [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: 03/16/2023] [Revised: 06/08/2023] [Accepted: 07/13/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND The clinical outcomes of SARS-CoV-2 infection vary in severity, potentially influenced by the resident human microbiota. There is limited consensus on conserved microbiome changes in response to SARS-CoV-2 infection, with many studies focusing on severely ill individuals. This study aimed to assess the variation in the upper respiratory tract microbiome using saliva specimens in a cohort of individuals with primarily mild to moderate disease. METHODS In early 2020, a cohort of 831 adults without known SARS-CoV-2 infection was followed over a six-month period to assess the occurrence and natural history of SARS-CoV-2 infection. From this cohort, 81 participants with a SARS-CoV-2 infection, along with 57 unexposed counterparts were selected with a total of 748 serial saliva samples were collected for analysis. Total bacterial abundance, composition, population structure, and gene function of the salivary microbiome were measured using 16S rRNA gene and shotgun metagenomic sequencing. FINDINGS The salivary microbiome remained stable in unexposed individuals over the six-month study period, as evidenced by all measured metrics. Similarly, participants with mild to moderate SARS-CoV-2 infection showed microbiome stability throughout and after their infection. However, there were significant reductions in microbiome diversity among SARS-CoV-2-positive participants with severe symptoms early after infection. Over time, the microbiome diversity in these participants showed signs of recovery. INTERPRETATION These findings demonstrate the resilience of the salivary microbiome in relation to SARS-CoV-2 infection. Mild to moderate infections did not significantly disrupt the stability of the salivary microbiome, suggesting its ability to maintain its composition and function. However, severe SARS-CoV-2 infection was associated with temporary reductions in microbiome diversity, indicating the limits of microbiome resilience in the face of severe infection. FUNDING This project was supported in part by Danone North America and grants from the National Institutes of Health, United States.
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Affiliation(s)
- Abigail J S Armstrong
- Center for Advanced Biotechnology and Medicine, Rutgers University, Piscataway, New Jersey, USA
| | - Daniel B Horton
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA; Rutgers Center for Pharmacoepidemiology and Treatment Science, Institute for Health, Health Care Policy, and Aging Research, New Brunswick, New Jersey, USA; Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey, USA
| | - Tracy Andrews
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey, USA
| | - Patricia Greenberg
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey, USA
| | - Jason Roy
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey, USA
| | - Maria Laura Gennaro
- Department of Medicine, Public Health Research Institute, New Jersey Medical School, Rutgers University, Newark, New Jersey, USA
| | - Jeffrey L Carson
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Reynold A Panettieri
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Emily S Barrett
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey, USA; Environmental and Occupational Health Sciences Institute, Rutgers University, Piscataway, New Jersey, USA
| | - Martin J Blaser
- Center for Advanced Biotechnology and Medicine, Rutgers University, Piscataway, New Jersey, USA.
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31
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Woodall CA, Hammond A, Cleary D, Preston A, Muir P, Pascoe B, Sheppard SK, Hay AD. Oral and gut microbial biomarkers of susceptibility to respiratory tract infection in adults: A feasibility study. Heliyon 2023; 9:e18610. [PMID: 37593638 PMCID: PMC10432180 DOI: 10.1016/j.heliyon.2023.e18610] [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: 07/28/2022] [Revised: 07/10/2023] [Accepted: 07/24/2023] [Indexed: 08/19/2023] Open
Abstract
We conducted a feasibility cohort study which aimed to recruit and retain adults from the community to collect saliva (oral) and stool (gut) samples at three time points, at the start of the study (baseline), during a respiratory tract infection (RTI) and post-RTI. Community RTIs place a huge burden on health care services, and a non-invasive microbial diagnostic tool to predict the most vulnerable to respiratory infection would be ideal. To this aim, we analysed oral-gut baseline samples comparing those who reported RTI symptoms to those who remained healthy throughout the study for microbial biomarkers of respiratory susceptibility. Amplicon sequence variants (ASV) were identified by 16S sequence profiling to reveal oral-gut microbes. Reverse transcriptase-polymerase chain reaction (RT-PCR) was applied to target common respiratory microbes. Two general practices were recruited, and the participant recruitment rate was 1.3%. A total of 40 adult participants were retained, of which 19 acquired an RTI whereas 21 remained healthy. In healthy baseline oral and gut samples, ASVs from participants with RTI symptoms compared to those who remained healthy were similar with a high relative abundance of Streptococcus sp., and Blautia sp., respectively. Linear discriminant analysis effect size (LEfSe) revealed baseline oral microbes differed, indicating participants who suffered RTI symptoms had enhanced Streptococcus sobrinus and Megamonas sp., and depletion of Lactobacillus salivarius, Synergistetes, Verrucomicrobia and Dethiosulfovibrio. Furthermore, a random forest model ranked Streptococcus (4.13) as the highest mean decrease in accuracy (MDA) and RT-PCR showed a higher level of carriage of coagulase-negative Staphylococcus. Baseline core gut microbes were similar in both participant groups whereas LEfSe analysis revealed enhanced Veillonella, Rikenellaceae, Enhydobacteria, Eggerthella and Xanthomonsdales and depleted Desulfobulbus and Coprobacillus. Sutterella (4.73) had a high MDA value. Overall, we demonstrated the feasibility of recruiting and retaining adult participants from the community to provide multiple biological samples for microbial profiling. Our analyses identified potential oral-gut microbial biomarkers of respiratory infection susceptibility in otherwise healthy participants.
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Affiliation(s)
- Claire A. Woodall
- School of Cellular and Molecular Medicine, Bristol Medical School, University of Bristol, Bristol, UK
| | - Ashley Hammond
- Centre for Academic Primary Care, Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK
| | - David Cleary
- Institute of Microbiology and Infection, College of Medical and Dental Sciences, University of Birmingham, Edgbaston, Birmingham, UK
| | - Andrew Preston
- The Milner Centre for Evolution and Department of Biology and Biochemistry, University of Bath, Bath, UK
| | - Peter Muir
- Public Health England, Southwest Regional Laboratory, National Infection Service, Southmead Hospital, Bristol, UK
| | - Ben Pascoe
- Department of Biology, University of Oxford, Oxford, UK
| | | | - Alastair D. Hay
- Centre for Academic Primary Care, Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK
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32
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Rezzoug I, Visseaux B, Bertine M, Parisey M, Bonnal C, Ruppe E, Descamps D, Timsit JF, Yazdanpanah Y, Armand-Lefevre L, Houze S, Argy N. Faecal Viral Excretion and Gastrointestinal Co-Infection Do Not Explain Digestive Presentation in COVID-19 Patients. Microorganisms 2023; 11:1780. [PMID: 37512952 PMCID: PMC10383301 DOI: 10.3390/microorganisms11071780] [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: 06/01/2023] [Revised: 06/28/2023] [Accepted: 07/02/2023] [Indexed: 07/30/2023] Open
Abstract
The physiopathological mechanisms responsible for digestive symptoms in COVID-19 patients are still unclear. The aim of this study was to determine the influence of faecal viral shedding on digestive symptoms and propose differential diagnoses in order to understand the gastrointestinal clinical spectrum in acute cases of COVID-19. All patients managed between March and May 2020, from whom stool samples were collected for microbiological investigations, were included. Microbiological analysis consisted of syndromic PCR screening and microscopic parasitological examination supplemented with microsporidia and multiplex protozoa PCR. SARS-CoV-2 infection was diagnosed via viral detection in respiratory and frozen stool samples, completed via serological test when necessary. Epidemiological, clinical, radiological, and biological data and clinical courses were compared according to COVID-19 status and faecal SARS-CoV-2 shedding and enteric co-infection status. The sample included 50 COVID+ and 67 COVID- patients. Faecal viral shedding was detected in 50% of stool samples and was associated with a higher viral load in the upper respiratory tract. Detected enteric pathogens were not different between subjects with different COVID-19 statuses or faecal SARS-CoV-2 shedding and had no impact on the clinical course for COVID-19 patients. The connection between SARS-CoV-2 shedding and enteric pathogen co-infection involvement in gastrointestinal presentation and clinical course is still unclear, suggesting other processes are involved in digestive disorders in COVID-19 patients.
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Affiliation(s)
- Inès Rezzoug
- Laboratoire de Parasitologie-Mycologie, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
| | - Benoit Visseaux
- Laboratoire de Virologie, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
- IAME Unit, INSERM, Faculté de Médecine, Université de Paris Cité, 75018 Paris, France
| | - Mélanie Bertine
- Laboratoire de Virologie, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
| | - Marion Parisey
- Service des Maladies Infectieuses et Tropicales, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
| | - Christine Bonnal
- Laboratoire de Parasitologie-Mycologie, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
| | - Etienne Ruppe
- IAME Unit, INSERM, Faculté de Médecine, Université de Paris Cité, 75018 Paris, France
- Laboratoire de Bactériologie, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
| | - Diane Descamps
- Laboratoire de Virologie, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
- IAME Unit, INSERM, Faculté de Médecine, Université de Paris Cité, 75018 Paris, France
| | - Jean François Timsit
- IAME Unit, INSERM, Faculté de Médecine, Université de Paris Cité, 75018 Paris, France
- Service de Réanimation Médicale et Infectieuses, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
| | - Yazdan Yazdanpanah
- IAME Unit, INSERM, Faculté de Médecine, Université de Paris Cité, 75018 Paris, France
- Service des Maladies Infectieuses et Tropicales, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
| | - Laurence Armand-Lefevre
- IAME Unit, INSERM, Faculté de Médecine, Université de Paris Cité, 75018 Paris, France
- Laboratoire de Bactériologie, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
| | - Sandrine Houze
- Laboratoire de Parasitologie-Mycologie, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
- MERIT UMR 261 Unit, IRD, Faculté de Pharmacie, Université de Paris Cité, 75006 Paris, France
| | - Nicolas Argy
- Laboratoire de Parasitologie-Mycologie, Hôpital Bichat-Claude Bernard, Assistance Publique des Hôpitaux de Paris, 75018 Paris, France
- MERIT UMR 261 Unit, IRD, Faculté de Pharmacie, Université de Paris Cité, 75006 Paris, France
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Ling L, Lai CK, Lui G, Yeung ACM, Chan HC, Cheuk CHS, Cheung AN, Chang L, Chiu LCS, Zhang J, Wong WT, Hui DSC, Wong CK, Chan PKS, Chen Z. Characterization of upper airway microbiome across severity of COVID-19 during hospitalization and treatment. Front Cell Infect Microbiol 2023; 13:1205401. [PMID: 37469595 PMCID: PMC10352853 DOI: 10.3389/fcimb.2023.1205401] [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: 04/13/2023] [Accepted: 06/13/2023] [Indexed: 07/21/2023] Open
Abstract
Longitudinal studies on upper respiratory tract microbiome in coronavirus disease 2019 (COVID-19) without potential confounders such as antimicrobial therapy are limited. The objective of this study is to assess for longitudinal changes in the upper respiratory microbiome, its association with disease severity, and potential confounders in adult hospitalized patients with COVID-19. Serial nasopharyngeal and throat swabs (NPSTSs) were taken for 16S rRNA gene amplicon sequencing from adults hospitalized for COVID-19. Alpha and beta diversity was assessed between different groups. Principal coordinate analysis was used to assess beta diversity between groups. Linear discriminant analysis was used to identify discriminative bacterial taxa in NPSTS taken early during hospitalization on need for intensive care unit (ICU) admission. A total of 314 NPSTS samples from 197 subjects (asymptomatic = 14, mild/moderate = 106, and severe/critical = 51 patients with COVID-19; non-COVID-19 mechanically ventilated ICU patients = 11; and healthy volunteers = 15) were sequenced. Among all covariates, antibiotic treatment had the largest effect on upper airway microbiota. When samples taken after antibiotics were excluded, alpha diversity (Shannon, Simpson, richness, and evenness) was similar across severity of COVID-19, whereas beta diversity (weighted GUniFrac and Bray-Curtis distance) remained different. Thirteen bacterial genera from NPSTS taken within the first week of hospitalization were associated with a need for ICU admission (area under the receiver operating characteristic curve, 0.96; 95% CI, 0.91-0.99). Longitudinal analysis showed that the upper respiratory microbiota alpha and beta diversity was unchanged during hospitalization in the absence of antimicrobial therapy.
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Affiliation(s)
- Lowell Ling
- Department of Anaesthesia and Intensive Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Christopher K.C. Lai
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Grace Lui
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Apple Chung Man Yeung
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Hiu Ching Chan
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Chung Hon Shawn Cheuk
- Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Adonia Nicole Cheung
- Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Lok Ching Chang
- Department of Anaesthesia and Intensive Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Lok Ching Sandra Chiu
- Department of Anaesthesia and Intensive Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Jack Zhenhe Zhang
- Department of Anaesthesia and Intensive Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Wai-Tat Wong
- Department of Anaesthesia and Intensive Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - David S. C. Hui
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
- Stanley Ho Centre for Emerging Infectious Diseases, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Chun Kwok Wong
- Department of Chemical Pathology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Paul K. S. Chan
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
- Stanley Ho Centre for Emerging Infectious Diseases, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Zigui Chen
- Department of Microbiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong SAR, China
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Tan L, Zhong MM, Liu Q, Chen Y, Zhao YQ, Zhao J, Dusenge MA, Feng Y, Ye Q, Hu J, Ou-Yang ZY, Zhou YH, Guo Y, Feng YZ. Potential interaction between the oral microbiota and COVID-19: a meta-analysis and bioinformatics prediction. Front Cell Infect Microbiol 2023; 13:1193340. [PMID: 37351182 PMCID: PMC10282655 DOI: 10.3389/fcimb.2023.1193340] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 05/16/2023] [Indexed: 06/24/2023] Open
Abstract
Objectives The purpose of this study was to evaluate available evidence on the association between the human oral microbiota and coronavirus disease 2019 (COVID-19) and summarize relevant data obtained during the pandemic. Methods We searched EMBASE, PubMed, and the Cochrane Library for human studies published up to October 2022. The main outcomes of the study were the differences in the diversity (α and β) and composition of the oral microbiota at the phylum and genus levels between patients with laboratory-confirmed SARS-CoV-2 infection (CPs) and healthy controls (HCs). We used the Human Protein Atlas (HPA), Gene Expression Profiling Interactive Analysis (GEPIA) database, Protein-protein interaction (PPI) network (STRING) and Gene enrichment analysis (Metascape) to evaluate the expression of dipeptidyl peptidase 4 (DPP4) (which is the cell receptor of SARS CoV-2) in oral tissues and evaluate its correlation with viral genes or changes in the oral microbiota. Results Out of 706 studies, a meta-analysis of 9 studies revealed a significantly lower alpha diversity (Shannon index) in CPs than in HCs (standardized mean difference (SMD): -0.53, 95% confidence intervals (95% CI): -0.97 to -0.09). Subgroup meta-analysis revealed a significantly lower alpha diversity (Shannon index) in older than younger individuals (SMD: -0.54, 95% CI: -0.86 to -0.23/SMD: -0.52, 95% CI: -1.18 to 0.14). At the genus level, the most significant changes were in Streptococcus and Neisseria, which had abundances that were significantly higher and lower in CPs than in HCs based on data obtained from six out of eleven and five out of eleven studies, respectively. DPP4 mRNA expression in the oral salivary gland was significantly lower in elderly individuals than in young individuals. Spearman correlation analysis showed that DPP4 expression was negatively correlated with the expression of viral genes. Gene enrichment analysis showed that DPP4-associated proteins were mainly enriched in biological processes, such as regulation of receptor-mediated endocytosis of viruses by host cells and bacterial invasion of epithelial cells. Conclusion The oral microbial composition in COVID-19 patients was significantly different from that in healthy individuals, especially among elderly individuals. DPP4 may be related to viral infection and dysbiosis of the oral microbiome in elderly individuals.
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Affiliation(s)
- Li Tan
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Meng-Mei Zhong
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Qiong Liu
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yun Chen
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ya-Qiong Zhao
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jie Zhao
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Marie Aimee Dusenge
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yao Feng
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Qin Ye
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Jing Hu
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ze-Yue Ou-Yang
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Ying-Hui Zhou
- National Clinical Research Center for Metabolic Diseases, Hunan Provincial Key Laboratory of Metabolic Bone Diseases, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China
| | - Yue Guo
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
| | - Yun-Zhi Feng
- Department of Stomatology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
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35
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Zhang F, Lau RI, Liu Q, Su Q, Chan FKL, Ng SC. Gut microbiota in COVID-19: key microbial changes, potential mechanisms and clinical applications. Nat Rev Gastroenterol Hepatol 2023; 20:323-337. [PMID: 36271144 PMCID: PMC9589856 DOI: 10.1038/s41575-022-00698-4] [Citation(s) in RCA: 59] [Impact Index Per Article: 59.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/22/2022] [Indexed: 01/14/2023]
Abstract
The gastrointestinal tract is involved in coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The gut microbiota has important roles in viral entry receptor angiotensin-converting enzyme 2 (ACE2) expression, immune homeostasis, and crosstalk between the gut and lungs, the 'gut-lung axis'. Emerging preclinical and clinical studies indicate that the gut microbiota might contribute to COVID-19 pathogenesis and disease outcomes; SARS-CoV-2 infection was associated with altered intestinal microbiota and correlated with inflammatory and immune responses. Here, we discuss the cutting-edge evidence on the interactions between SARS-CoV-2 infection and the gut microbiota, key microbial changes in relation to COVID-19 severity and host immune dysregulations with the possible underlying mechanisms, and the conceivable consequences of the pandemic on the human microbiome and post-pandemic health. Finally, potential modulatory strategies of the gut microbiota are discussed. These insights could shed light on the development of microbiota-based interventions for COVID-19.
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Affiliation(s)
- Fen Zhang
- Microbiota I-Center (MagIC), Shatin, Hong Kong S.A.R., China
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
- State Key Laboratory for Digestive Disease, Institute of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
| | - Raphaela I Lau
- Microbiota I-Center (MagIC), Shatin, Hong Kong S.A.R., China
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
- State Key Laboratory for Digestive Disease, Institute of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
| | - Qin Liu
- Microbiota I-Center (MagIC), Shatin, Hong Kong S.A.R., China
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
- State Key Laboratory for Digestive Disease, Institute of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
| | - Qi Su
- Microbiota I-Center (MagIC), Shatin, Hong Kong S.A.R., China
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
- State Key Laboratory for Digestive Disease, Institute of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
| | - Francis K L Chan
- Microbiota I-Center (MagIC), Shatin, Hong Kong S.A.R., China
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
- State Key Laboratory for Digestive Disease, Institute of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China
| | - Siew C Ng
- Microbiota I-Center (MagIC), Shatin, Hong Kong S.A.R., China.
- Department of Medicine and Therapeutics, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China.
- State Key Laboratory for Digestive Disease, Institute of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Shatin, Hong Kong S.A.R., China.
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Wu J, Liu W, Zhu L, Li N, Luo G, Gu M, Peng M, Zeng S, Wu S, Zhang S, Chen Q, Cai M, Cao W, Jiang Y, Luo C, Tian D, Shi M, Shu Y, Chang G, Luo H. Dysbiosis of oropharyngeal microbiome and antibiotic resistance in hospitalized COVID-19 patients. J Med Virol 2023; 95:e28727. [PMID: 37185870 DOI: 10.1002/jmv.28727] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 03/28/2023] [Accepted: 04/04/2023] [Indexed: 05/17/2023]
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic is ongoing and multiple studies have elucidated its pathogenesis, however, the related- microbiome imbalance caused by SARS-CoV-2 is still not clear. In this study, we have comprehensively compared the microbiome composition and associated function alterations in the oropharyngeal swabs of healthy controls and coronavirus disease 2019 (COVID-19) patients with moderate or severe symptoms by metatranscriptomic sequencing. We did observe a reduced microbiome alpha-diversity but significant enrichment of opportunistic microorganisms in patients with COVID-19 compared with healthy controls, and the microbial homeostasis was rebuilt following the recovery of COVID-19 patients. Correspondingly, less functional genes in multiple biological processes and weakened metabolic pathways such as carbohydrate metabolism, energy metabolism were also observed in COVID-19 patients. We only found higher relative abundance of limited genera such as Lachnoanaerobaculum between severe patients and moderate patients while no worthy-noting microbiome diversity and function alteration were observed. Finally, we noticed that the co-occurrence of antibiotic resistance and virulence was closely related to the microbiome alteration caused by SRAS-CoV-2. Overall, our findings demonstrate that microbial dysbiosis may enhance the pathogenesis of SARS-CoV-2 and the antibiotics treatment should be critically considered.
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Affiliation(s)
- Jiani Wu
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
- Department of AIDS and STD Control and Prevention, Shaoxing Center for Disease Control and Prevention, Shaoxing, China
| | - Wei Liu
- Department of Immunology, Center for Disease Prevention and Control of PLA, Beijing, China
| | - Lin Zhu
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Nina Li
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Gengyan Luo
- The Centre for Infection and Immunity Studies, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, China
| | - Ming Gu
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Minwu Peng
- The Centre for Infection and Immunity Studies, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, China
| | - Shike Zeng
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Shu Wu
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Shengze Zhang
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Qiqi Chen
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Meiqi Cai
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Wei Cao
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Ying Jiang
- Environment Health Department, Shenzhen Nanshan Center for Disease Control and Prevention, Shenzhen, China
| | - Chuming Luo
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Dechao Tian
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
| | - Mang Shi
- The Centre for Infection and Immunity Studies, School of Medicine, Shenzhen Campus of Sun Yat-sen University, Sun Yat-sen University, Shenzhen, China
| | - Yuelong Shu
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
- Institute of Pathogen Biology, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China
| | - Guohui Chang
- Department of Immunology, Center for Disease Prevention and Control of PLA, Beijing, China
| | - Huanle Luo
- School of Public Health (Shenzhen), Shenzhen Campus of Sun Yat-sen University, Shenzhen, China
- School of Public Health (Shenzhen), Sun Yat-sen University, Guangzhou, China
- Key Laboratory of Tropical Disease Control, Ministry of Education, Sun Yat-sen University, Shenzhen, China
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37
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Shang W, Zhang S, Qian H, Pan X, Huang S, Wen Z, Liu J, Chen D. Association of gut microbiota with COVID-19 susceptibility and severity: A two-sample Mendelian randomization study. J Med Virol 2023; 95:e28734. [PMID: 37185856 DOI: 10.1002/jmv.28734] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 03/17/2023] [Accepted: 04/06/2023] [Indexed: 05/17/2023]
Abstract
Evidence supports the observational associations of gut microbiota with the risk of COVID-19; however, it is unclear whether these associations reflect a causal relationship. This study investigated the association of gut microbiota with COVID-19 susceptibility and severity. Data were obtained from a large-scale gut microbiota data set (n = 18 340) and the COVID-19 Host Genetics Initiative (n = 2 942 817). Causal effects were estimated with inverse variance weighted (IVW), MR-Egger, and weighted median, and sensitivity analyses were implemented with Cochran's Q test, MR-Egger intercept test, MR-PRESSO, leave-one-out analysis, and funnel plots. For COVID-19 susceptibility, IVW estimates suggested that Gammaproteobacteria (odds ratio [OR] = 0.94, 95% confidence interval [CI], 0.89-0.99, p = 0.0295] and Streptococcaceae (OR = 0.95, 95% CI, 0.92-1.00, p = 0.0287) had a reduced risk, while Negativicutes (OR = 1.05, 95% CI, 1.01-1.10, p = 0.0302), Selenomonadales (OR = 1.05, 95% CI, 1.01-1.10, p = 0.0302), Bacteroides (OR = 1.06, 95% CI, 1.01-1.12, p = 0.0283), and Bacteroidaceae (OR = 1.06, 95% CI, 1.01-1.12, p = 0.0283) were associated with an increased risk (all p < 0.05, nominally significant). For COVID-19 severity, Subdoligranulum (OR = 0.80, 95% CI, 0.69-0.92, p = 0.0018), Cyanobacteria (OR = 0.85, 95% CI, 0.76-0.96, p = 0.0062), Lactobacillales (OR = 0.87, 95% CI, 0.76-0.98, p = 0.0260), Christensenellaceae (OR = 0.87, 95% CI, 0.77-0.99, p = 0.0384), Tyzzerella3 (OR = 0.89, 95% CI, 0.81-0.97, p = 0.0070), and RuminococcaceaeUCG011 (OR = 0.91, 95% CI, 0.83-0.99, p = 0.0247) exhibited negative correlations, while RikenellaceaeRC9 (OR = 1.09, 95% CI, 1.01-1.17, p = 0.0277), LachnospiraceaeUCG008 (OR = 1.12, 95% CI, 1.00-1.26, p = 0.0432), and MollicutesRF9 (OR = 1.14, 95% CI, 1.01-1.29, p = 0.0354) exhibited positive correlations (all p < 0.05, nominally significant). Sensitivity analyses validated the robustness of the above associations. These findings suggest that gut microbiota might influence the susceptibility and severity of COVID-19 in a causal way, thus providing novel insights into the gut microbiota-mediated development mechanism of COVID-19.
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Affiliation(s)
- Weifeng Shang
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Sheng Zhang
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hang Qian
- Anhui Medical University, Hefei, China
| | - Xiaojun Pan
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Sisi Huang
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Zhenliang Wen
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Jiao Liu
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Dechang Chen
- Department of Critical Care Medicine, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Eleftheriotis G, Tsounis EP, Aggeletopoulou I, Dousdampanis P, Triantos C, Mouzaki A, Marangos M, Assimakopoulos SF. Alterations in gut immunological barrier in SARS-CoV-2 infection and their prognostic potential. Front Immunol 2023; 14:1129190. [PMID: 37006316 PMCID: PMC10050566 DOI: 10.3389/fimmu.2023.1129190] [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: 12/21/2022] [Accepted: 03/06/2023] [Indexed: 03/17/2023] Open
Abstract
Although coronavirus disease 2019 (COVID-19) is primarily associated with mild respiratory symptoms, a subset of patients may develop more complicated disease with systemic complications and multiple organ injury. The gastrointestinal tract may be directly infected by SARS-CoV-2 or secondarily affected by viremia and the release of inflammatory mediators that cause viral entry from the respiratory epithelium. Impaired intestinal barrier function in SARS-CoV-2 infection is a key factor leading to excessive microbial and endotoxin translocation, which triggers a strong systemic immune response and leads to the development of viral sepsis syndrome with severe sequelae. Multiple components of the gut immune system are affected, resulting in a diminished or dysfunctional gut immunological barrier. Antiviral peptides, inflammatory mediators, immune cell chemotaxis, and secretory immunoglobulins are important parameters that are negatively affected in SARS-CoV-2 infection. Mucosal CD4+ and CD8+ T cells, Th17 cells, neutrophils, dendritic cells, and macrophages are activated, and the number of regulatory T cells decreases, promoting an overactivated immune response with increased expression of type I and III interferons and other proinflammatory cytokines. The changes in the immunologic barrier could be promoted in part by a dysbiotic gut microbiota, through commensal-derived signals and metabolites. On the other hand, the proinflammatory intestinal environment could further compromise the integrity of the intestinal epithelium by promoting enterocyte apoptosis and disruption of tight junctions. This review summarizes the changes in the gut immunological barrier during SARS-CoV-2 infection and their prognostic potential.
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Affiliation(s)
- Gerasimos Eleftheriotis
- Division of Infectious Diseases, Department of Internal Medicine, Medical School, University of Patras, Patras, Greece
| | - Efthymios P. Tsounis
- Division of Gastroenterology, Department of Internal Medicine, University Hospital of Patras, Patras, Greece
| | - Ioanna Aggeletopoulou
- Division of Gastroenterology, Department of Internal Medicine, University Hospital of Patras, Patras, Greece
- Laboratory of Immunohematology, Division of Hematology, Department of Internal Medicine, Medical School, University of Patras, Patras, Greece
| | - Periklis Dousdampanis
- Department of Renal Diseases, “Agios Andreas” Patras State General Hospital, Patras, Greece
| | - Christos Triantos
- Division of Gastroenterology, Department of Internal Medicine, University Hospital of Patras, Patras, Greece
| | - Athanasia Mouzaki
- Laboratory of Immunohematology, Division of Hematology, Department of Internal Medicine, Medical School, University of Patras, Patras, Greece
| | - Markos Marangos
- Division of Infectious Diseases, Department of Internal Medicine, Medical School, University of Patras, Patras, Greece
| | - Stelios F. Assimakopoulos
- Division of Infectious Diseases, Department of Internal Medicine, Medical School, University of Patras, Patras, Greece
- *Correspondence: Stelios F. Assimakopoulos,
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Kazarina A, Kuzmicka J, Bortkevica S, Zayakin P, Kimsis J, Igumnova V, Sadovska D, Freimane L, Kivrane A, Namina A, Capligina V, Poksane A, Ranka R. Oral microbiome variations related to ageing: possible implications beyond oral health. Arch Microbiol 2023; 205:116. [PMID: 36920536 PMCID: PMC10016173 DOI: 10.1007/s00203-023-03464-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/02/2023] [Indexed: 03/16/2023]
Abstract
The global population is getting older due to a combination of longer life expectancy and declining birth rates. Growing evidence suggests that the oral microbiota composition and distribution may have a profound effect on how well we age. The purpose of this study was to investigate age-related oral microbiome variations of supragingival plaque and buccal mucosa samples in the general population in Latvia. Our results indicated significant difference between supragingival plaque bacterial profiles of three age groups (20-40; 40-60; 60 + years). Within supragingival plaque samples, age group 20-40 showed the highest bacterial diversity with a decline during the 40-60 age period and uprise again after the age of 60. Among other differences, the important oral commensal Neisseria had declined after the age of 40. Additionally, prevalence of two well-documented opportunistic pathogens Streptococcus anginosus and Gemella sanguinis gradually rose with age within our samples. Furthermore, supragingival plaque and buccal mucosa samples significantly differed in overall bacterial composition.
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Affiliation(s)
- Alisa Kazarina
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia.
| | | | - Santa Bortkevica
- Riga Stradins University, 16 Dzirciema Str., Riga, LV-1007, Latvia
| | - Pawel Zayakin
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
| | - Janis Kimsis
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
| | - Viktorija Igumnova
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
| | - Darja Sadovska
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
| | - Lauma Freimane
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
| | - Agnija Kivrane
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
| | - Agne Namina
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
| | - Valentina Capligina
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
| | - Alise Poksane
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
| | - Renate Ranka
- Laboratory of Molecular Biology, Latvian Biomedical Research and Study Centre, 1 Ratsupites Str., Riga, LV-1067, Latvia
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Li J, Jing Q, Li J, Hua M, Di L, Song C, Huang Y, Wang J, Chen C, Wu AR. Assessment of microbiota in the gut and upper respiratory tract associated with SARS-CoV-2 infection. MICROBIOME 2023; 11:38. [PMID: 36869345 PMCID: PMC9982190 DOI: 10.1186/s40168-022-01447-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 12/09/2022] [Indexed: 06/10/2023]
Abstract
BACKGROUND The human microbiome plays an important role in modulating the host metabolism and immune system. Connections and interactions have been found between the microbiome of the gut and oral pharynx in the context of SARS-CoV-2 and other viral infections; hence, to broaden our understanding of host-viral responses in general and to deepen our knowledge of COVID-19, we performed a large-scale, systematic evaluation of the effect of SARS-CoV-2 infection on human microbiota in patients with varying disease severity. RESULTS We processed 521 samples from 203 COVID-19 patients with varying disease severity and 94 samples from 31 healthy donors, consisting of 213 pharyngeal swabs, 250 sputa, and 152 fecal samples, and obtained meta-transcriptomes as well as SARS-CoV-2 sequences from each sample. Detailed assessment of these samples revealed altered microbial composition and function in the upper respiratory tract (URT) and gut of COVID-19 patients, and these changes are significantly associated with disease severity. Moreover, URT and gut microbiota show different patterns of alteration, where gut microbiome seems to be more variable and in direct correlation with viral load; and microbial community in the upper respiratory tract renders a high risk of antibiotic resistance. Longitudinally, the microbial composition remains relatively stable during the study period. CONCLUSIONS Our study has revealed different trends and the relative sensitivity of microbiome in different body sites to SARS-CoV-2 infection. Furthermore, while the use of antibiotics is often essential for the prevention and treatment of secondary infections, our results indicate a need to evaluate potential antibiotic resistance in the management of COVID-19 patients in the ongoing pandemic. Moreover, a longitudinal follow-up to monitor the restoration of the microbiome could enhance our understanding of the long-term effects of COVID-19. Video Abstract.
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Affiliation(s)
- Jiarui Li
- Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University and Beijing Key Laboratory of Emerging Infectious Diseases, Beijing, 100015, China
| | - Qiuyu Jing
- Division of Life Science, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong S.A.R., China
| | - Jie Li
- School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Mingxi Hua
- Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University and Beijing Key Laboratory of Emerging Infectious Diseases, Beijing, 100015, China
| | - Lin Di
- School of Life Sciences, Peking University, Beijing, 100871, China
- Biomedical Pioneering Innovation Center (BIOPIC), Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, 100871, China
| | - Chuan Song
- Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University and Beijing Key Laboratory of Emerging Infectious Diseases, Beijing, 100015, China
| | - Yanyi Huang
- Biomedical Pioneering Innovation Center (BIOPIC), Peking-Tsinghua Center for Life Sciences, Peking University, Beijing, 100871, China
- College of Chemistry and Molecular Engineering, Beijing, 100871, China
- Institute for Cell Analysis, Shenzhen Bay Laboratory, Guangdong, 518132, China
| | - Jianbin Wang
- School of Life Sciences, Tsinghua University, Beijing, 100084, China
| | - Chen Chen
- Biomedical Innovation Center, Beijing Shijitan Hospital, Capital Medical University, 100038, Beijing, China.
| | - Angela Ruohao Wu
- Division of Life Science, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong S.A.R., China.
- Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong S.A.R., China.
- Hong Kong Branch of Guangdong Southern Marine Science and Engineering Laboratory (Guangzhou), The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong S.A.R., China.
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Abstract
Coronavirus disease 2019 (COVID-19) severity has been associated with alterations of the gut microbiota. However, the relationship between gut microbiome alterations and COVID-19 prognosis remains elusive. Here, we performed a genome-resolved metagenomic analysis on fecal samples from 300 in-hospital COVID-19 patients, collected at the time of admission. Among the 2,568 high quality metagenome-assembled genomes (HQMAGs), redundancy analysis identified 33 HQMAGs which showed differential distribution among mild, moderate, and severe/critical severity groups. Co-abundance network analysis determined that the 33 HQMAGs were organized as two competing guilds. Guild 1 harbored more genes for short-chain fatty acid biosynthesis, and fewer genes for virulence and antibiotic resistance, compared with Guild 2. Based on average abundance difference between the two guilds, the guild-level microbiome index (GMI) classified patients from different severity groups (average AUROC [area under the receiver operating curve] = 0.83). Moreover, age-adjusted partial Spearman's correlation showed that GMIs at admission were correlated with 8 clinical parameters, which are predictors for COVID-19 prognosis, on day 7 in hospital. In addition, GMI at admission was associated with death/discharge outcome of the critical patients. We further validated that GMI was able to consistently classify patients with different COVID-19 symptom severities in different countries and differentiated COVID-19 patients from healthy subjects and pneumonia controls in four independent data sets. Thus, this genome-based guild-level signature may facilitate early identification of hospitalized COVID-19 patients with high risk of more severe outcomes at time of admission. IMPORTANCE Previous reports on the associations between COVID-19 and gut microbiome have been constrained by taxonomic-level analysis and overlook the interaction between microbes. By applying a genome-resolved, reference-free, guild-based metagenomic analysis, we demonstrated that the relationship between gut microbiota and COVID-19 is genome-specific instead of taxon-specific or even species-specific. Moreover, the COVID-19-associated genomes were not independent but formed two competing guilds, with Guild 1 potentially beneficial and Guild 2 potentially more detrimental to the host based on comparative genomic analysis. The dominance of Guild 2 over Guild 1 at time of admission was associated with hospitalized COVID-19 patients at high risk for more severe outcomes. Moreover, the guild-level microbiome signature is not only correlated with the symptom severity of COVID-19 patients, but also differentiates COVID-19 patients from pneumonia controls and healthy subjects across different studies. Here, we showed the possibility of using genome-resolved and guild-level microbiome signatures to identify hospitalized COVID-19 patients with a high risk of more severe outcomes at the time of admission.
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Trøseid M, Holter JC, Holm K, Vestad B, Sazonova T, Granerud BK, Dyrhol-Riise AM, Holten AR, Tonby K, Kildal AB, Heggelund L, Tveita A, Bøe S, Müller KE, Jenum S, Hov JR, Ueland T. Gut microbiota composition during hospitalization is associated with 60-day mortality after severe COVID-19. Crit Care 2023; 27:69. [PMID: 36814280 PMCID: PMC9946863 DOI: 10.1186/s13054-023-04356-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Accepted: 02/12/2023] [Indexed: 02/24/2023] Open
Abstract
BACKGROUND Gut microbiota alterations have been reported in hospitalized COVID-19 patients, with reduced alpha diversity and altered microbiota composition related to respiratory failure. However, data regarding gut microbiota and mortality are scarce. METHODS Rectal swabs for gut microbiota analyses were collected within 48 h after hospital admission (baseline; n = 123) and three-month post-admission (n = 50) in a subset of patients included in the Norwegian SARS-CoV2 cohort study. Samples were analysed by sequencing the 16S rRNA gene. Gut microbiota diversity and composition at baseline were assessed in relation to need for intensive care unit (ICU) admission during hospitalization. The primary objective was to investigate whether the ICU-related gut microbiota was associated with 60-day mortality. RESULTS Gut microbiota diversity (Shannon index) at baseline was lower in COVID-19 patients requiring ICU admission during hospitalization than in those managed in general wards. A dysbiosis index representing a balance of enriched and reduced taxa in ICU compared with ward patients, including decreased abundance of butyrate-producing microbes and enrichment of a partly oral bacterial flora, was associated with need of ICU admission independent of antibiotic use, dexamethasone use, chronic pulmonary disease, PO2/FiO2 ratio, C-reactive protein, neutrophil counts or creatinine levels (adjusted p < 0.001). The ICU-related dysbiosis index at baseline correlated with systemic inflammation and was associated with 60-day mortality in univariate analyses (Hazard ratio 3.70 [2.00-8.6], p < 0.001), as well as after separate adjustment for covariates. At the three-month follow-up, the dysbiosis index remained elevated in ICU patients compared with ward patients (adjusted p = 0.007). CONCLUSIONS Although our data should be regarded as exploratory due to low number of clinical end points, they suggest that gut microbiota alterations during hospitalization could be related to poor prognosis after severe COVID-19. Larger studies of gut involvement during COVID-19 in relation to long-term clinical outcome are warranted. Trial registration NCT04381819 . Retrospectively registered May 11, 2020.
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Affiliation(s)
- Marius Trøseid
- Research Institute of Internal Medicine, Oslo University Hospital, 0424, Oslo, Norway. .,Section of Clinical Immunology and Infectious Diseases, Oslo University Hospital, 0424, Oslo, Norway. .,Institute of Clinical Medicine, University of Oslo, 0315, Oslo, Norway.
| | - Jan Cato Holter
- grid.5510.10000 0004 1936 8921Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | - Kristian Holm
- grid.55325.340000 0004 0389 8485Research Institute of Internal Medicine, Oslo University Hospital, 0424 Oslo, Norway ,grid.5510.10000 0004 1936 8921Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Transplantation Medicine, Norwegian PSC Research Center, Oslo University Hospital, Oslo, Norway
| | - Beate Vestad
- grid.55325.340000 0004 0389 8485Research Institute of Internal Medicine, Oslo University Hospital, 0424 Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Transplantation Medicine, Norwegian PSC Research Center, Oslo University Hospital, Oslo, Norway
| | - Taisiia Sazonova
- grid.55325.340000 0004 0389 8485Research Institute of Internal Medicine, Oslo University Hospital, 0424 Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Transplantation Medicine, Norwegian PSC Research Center, Oslo University Hospital, Oslo, Norway
| | - Beathe K. Granerud
- grid.5510.10000 0004 1936 8921Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Microbiology, Oslo University Hospital, 0424 Oslo, Norway
| | - Anne Ma Dyrhol-Riise
- grid.5510.10000 0004 1936 8921Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Aleksander R. Holten
- grid.5510.10000 0004 1936 8921Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Acute Medicine, Oslo University Hospital, Oslo, Norway
| | - Kristian Tonby
- grid.5510.10000 0004 1936 8921Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Anders Benjamin Kildal
- grid.412244.50000 0004 4689 5540Department of Anesthesiology and Intensive Care, University Hospital of North Norway, 9019 Tromsö, Norway ,grid.10919.300000000122595234Department of Clinical Medicine, Faculty of Health Sciences, UIT – The Arctic University of Norway, 9019 Tromsö, Norway
| | - Lars Heggelund
- grid.470118.b0000 0004 0627 3835Department of Internal Medicine, Drammen Hospital, Vestre Viken Hospital Trust, 3004 Drammen, Norway ,grid.7914.b0000 0004 1936 7443Department of Clinical Science, Faculty of Medicine, University of Bergen, 5009 Bergen, Norway
| | - Anders Tveita
- grid.55325.340000 0004 0389 8485Section of Clinical Immunology and Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway ,grid.414168.e0000 0004 0627 3595Department of Internal Medicine, Bærum Hospital, Vestre Viken Hospital Trust, 1346 Gjettum, Norway
| | - Simen Bøe
- Department of Anesthesiology and Intensive Care, Hammerfest County Hospital, Hammerfest, Norway
| | - Karl Erik Müller
- grid.470118.b0000 0004 0627 3835Department of Internal Medicine, Drammen Hospital, Vestre Viken Hospital Trust, 3004 Drammen, Norway
| | - Synne Jenum
- grid.55325.340000 0004 0389 8485Department of Infectious Diseases, Oslo University Hospital, 0424 Oslo, Norway
| | - Johannes R. Hov
- grid.55325.340000 0004 0389 8485Research Institute of Internal Medicine, Oslo University Hospital, 0424 Oslo, Norway ,grid.5510.10000 0004 1936 8921Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway ,grid.55325.340000 0004 0389 8485Department of Transplantation Medicine, Norwegian PSC Research Center, Oslo University Hospital, Oslo, Norway ,grid.55325.340000 0004 0389 8485Section of Gastroenterology, Department of Transplantation Medicine, Oslo University Hospital, Oslo, Norway
| | - Thor Ueland
- grid.55325.340000 0004 0389 8485Research Institute of Internal Medicine, Oslo University Hospital, 0424 Oslo, Norway ,grid.5510.10000 0004 1936 8921Institute of Clinical Medicine, University of Oslo, 0315 Oslo, Norway ,grid.10919.300000000122595234K.G. Jebsen-Thrombosis Research and Expertise Center (TREC), UIT – The Arctic University of Norway, Tromsö, Norway
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Association between Gut Microbiota and SARS-CoV-2 Infection and Vaccine Immunogenicity. Microorganisms 2023; 11:microorganisms11020452. [PMID: 36838417 PMCID: PMC9961186 DOI: 10.3390/microorganisms11020452] [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: 01/08/2023] [Revised: 02/06/2023] [Accepted: 02/07/2023] [Indexed: 02/15/2023] Open
Abstract
Gut microbiota is increasingly recognized to play a pivotal role in various human physiological functions and diseases. Amidst the COVID-19 pandemic, research has suggested that dysbiosis of the gut microbiota is also involved in the development and severity of COVID-19 symptoms by regulating SARS-CoV-2 entry and modulating inflammation. Previous studies have also suggested that gut microbiota and their metabolites could have immunomodulatory effects on vaccine immunogenicity, including influenza vaccines and oral rotavirus vaccines. In light of these observations, it is possible that gut microbiota plays a role in influencing the immune responses to COVID-19 vaccinations via similar mechanisms including effects of lipopolysaccharides, flagellin, peptidoglycan, and short-chain fatty acids. In this review, we give an overview of the current understanding on the role of the gut microbiota in COVID-19 manifestations and vaccine immunogenicity. We then discuss the limitations of currently published studies on the associations between gut microbiota and COVID-19 vaccine outcomes. Future research directions shall be focused on the development of microbiota-based interventions on improving immune response to SARS-CoV-2 infection and vaccinations.
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Kim JG, Zhang A, Rauseo AM, Goss CW, Mudd PA, O'Halloran JA, Wang L. The salivary and nasopharyngeal microbiomes are associated with SARS-CoV-2 infection and disease severity. J Med Virol 2023; 95:e28445. [PMID: 36583481 PMCID: PMC9880756 DOI: 10.1002/jmv.28445] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 12/15/2022] [Accepted: 12/26/2022] [Indexed: 12/31/2022]
Abstract
Emerging evidence suggests the oral and upper respiratory microbiota may play important roles in modulating host immune responses to viral infection. As the host microbiome may be involved in the pathophysiology of coronavirus disease 2019 (COVID-19), we investigated associations between the oral and nasopharyngeal microbiome and COVID-19 severity. We collected saliva (n = 78) and nasopharyngeal swab (n = 66) samples from a COVID-19 cohort and characterized the microbiomes using 16S ribosomal RNA gene sequencing. We also examined associations between the salivary and nasopharyngeal microbiome and age, COVID-19 symptoms, and blood cytokines. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection status, but not COVID-19 severity, was associated with community-level differences in the oral and nasopharyngeal microbiomes. Salivary and nasopharyngeal microbiome alpha diversity negatively correlated with age and were associated with fever and diarrhea. Oral Bifidobacterium, Lactobacillus, and Solobacterium were depleted in patients with severe COVID-19. Nasopharyngeal Paracoccus was depleted while nasopharyngeal Proteus, Cupravidus, and Lactobacillus were increased in patients with severe COVID-19. Further analysis revealed that the abundance of oral Bifidobacterium was negatively associated with plasma concentrations of known COVID-19 biomarkers interleukin 17F and monocyte chemoattractant protein-1. Our results suggest COVID-19 disease severity is associated with the relative abundance of certain bacterial taxa.
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Affiliation(s)
- Josh G. Kim
- Department of Medicine, Division of Allergy and ImmunologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Ai Zhang
- Department of Medicine, Division of Allergy and ImmunologyWashington University School of MedicineSt. LouisMissouriUSA
| | - Adriana M. Rauseo
- Department of Medicine, Division of Infectious DiseasesWashington University School of MedicineSt. LouisMissouriUSA
| | - Charles W. Goss
- Division of BiostatisticsWashington University School of MedicineSt. LouisMissouriUSA
| | - Philip A. Mudd
- Department of Emergency MedicineWashington University School of MedicineSt. LouisMissouriUSA
| | - Jane A. O'Halloran
- Department of Medicine, Division of Infectious DiseasesWashington University School of MedicineSt. LouisMissouriUSA
| | - Leyao Wang
- Department of Medicine, Division of Allergy and ImmunologyWashington University School of MedicineSt. LouisMissouriUSA
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Vaezi M, Ravanshad S, Akbari Rad M, Zarrinfar H, Kabiri M. The effect of synbiotic adjunct therapy on clinical and paraclinical outcomes in hospitalized COVID-19 patients: A randomized placebo-controlled trial. J Med Virol 2023; 95:e28463. [PMID: 36602047 DOI: 10.1002/jmv.28463] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 01/01/2023] [Accepted: 01/02/2023] [Indexed: 01/06/2023]
Abstract
Therapeutic approaches with immune-modulatory effects such as probiotics and prebiotics adjuvant therapy may be essential to combat against COVID-19 pandemic. The present trial aimed to reveal the efficacy of synbiotic supplementation on clinical and paraclinical outcomes of hospitalized COVID-19 patients. The current randomized placebo-controlled trial enrolled 78 hospitalized patients with confirmed COVID-19 infection. Participants were randomly allocated to intervention and control groups that received synbiotic or placebo capsules twice daily for 2 weeks, respectively. The synbiotic capsule contains multi-strain probiotics such as Lactobacillus (L.) rhamnosus, L. helveticus, L. casei, Bifidobacterium (B.) lactis, L. acidophilus, B. breve, L. bulgaricus, B. longum, L. plantarum, B. bifidum, L. gasseri, and Streptococcus (S.) thermophilus (109 CFU), as well as fructooligosaccharides prebiotic agent. Besides COVID-19 clinical features, levels of proinflammatory interleukin-6 (IL-6), C-reactive protein (CRP), erythrocyte sedimentation rate (ESR), liver and renal function markers, as well as hematological parameters, were assessed during follow-up. The serum level of IL-6 was significantly decreased in the intervention group compared to the placebo after 2 weeks of intervention (p = 0.002). A significant difference was found regarding the count of white blood cells (WBC) within the synbiotic group from pre to post-treatment (p = 0.004). The levels of ESR (p = 0.935) and CRP (p = 0.952) had a higher reduction trend in the synbiotic group relative to the placebo, with no significant between-group differences. Other findings had no statistical differences between groups. Our results provide the support that synbiotic adjuvant therapy for 2 weeks can be effective to modulate inflammatory responses against COVID-19 infection.
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Affiliation(s)
- Mahsa Vaezi
- Department of Internal Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Sahar Ravanshad
- Department of Internal Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mina Akbari Rad
- Department of Internal Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hossein Zarrinfar
- Allergy Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mona Kabiri
- Nanotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran.,Department of Pharmaceutical Nanotechnology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran.,Clinical Research Development Unit, Ghaem Hospital, Mashhad University of Medical Sciences, Mashhad, Iran
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SeyedAlinaghi S, Afzalian A, Pashaei Z, Varshochi S, Karimi A, Mojdeganlou H, Mojdeganlou P, Razi A, Ghanadinezhad F, Shojaei A, Amiri A, Dashti M, Ghasemzadeh A, Dadras O, Mehraeen E, Afsahi AM. Gut microbiota and COVID-19: A systematic review. Health Sci Rep 2023; 6:e1080. [PMID: 36721396 PMCID: PMC9881458 DOI: 10.1002/hsr2.1080] [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: 10/19/2022] [Revised: 12/24/2022] [Accepted: 01/11/2023] [Indexed: 01/28/2023] Open
Abstract
Background and Aims Alteration in humans' gut microbiota was reported in patients infected with severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). The gut and upper respiratory tract (URT) microbiota harbor a dynamic and complex population of microorganisms and have strong interaction with host immune system homeostasis. However, our knowledge about microbiota and its association with SARS-CoV-2 is still limited. We aimed to systematically review the effects of gut microbiota on the SARS-CoV-2 infection and its severity and the impact that SARS-CoV-2 could have on the gut microbiota. Methods We searched the keywords in the online databases of Web of Science, Scopus, PubMed, and Cochrane on December 31, 2021. After duplicate removal, we performed the screening process in two stages; title/abstract and then full-text screening. The data of the eligible studies were extracted into a pre-designed word table. This study adhered to the PRISMA checklist and Newcastle-Ottawa Scale Bias Assessment tool. Results Sixty-three publications were included in this review. Our study shows that among COVID-19 patients, particularly moderate to severe cases, the gut and lung microbiota was different compared to healthy individuals. In addition, the severity, and viral load of COVID-19 disease would probably also be influenced by the gut, and lung microbiota's composition. Conclusion Our study concludes that there was a significant difference in the composition of the URT, and gut microbiota in COVID-19 patients compared to the general healthy individuals, with an increase in opportunistic pathogens. Further, research is needed to investigate the probable bidirectional association of COVID-19 and human microbiome.
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Affiliation(s)
- SeyedAhmad SeyedAlinaghi
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk BehaviorsTehran University of Medical SciencesTehranIran
| | - Arian Afzalian
- School of MedicineTehran University of Medical SciencesTehranIran
| | - Zahra Pashaei
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk BehaviorsTehran University of Medical SciencesTehranIran
| | - Sanaz Varshochi
- School of MedicineTehran University of Medical SciencesTehranIran
| | - Amirali Karimi
- School of MedicineTehran University of Medical SciencesTehranIran
| | | | | | - Armin Razi
- School of MedicineTehran University of Medical SciencesTehranIran
| | | | - Alireza Shojaei
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk BehaviorsTehran University of Medical SciencesTehranIran
| | - Ava Amiri
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk BehaviorsTehran University of Medical SciencesTehranIran
| | - Mohsen Dashti
- Department of RadiologyTabriz University of Medical SciencesTabrizIran
| | | | - Omid Dadras
- Iranian Research Center for HIV/AIDS, Iranian Institute for Reduction of High Risk BehaviorsTehran University of Medical SciencesTehranIran,Department of Global Public Health and Primary CareUniversity of BergenBergenNorway
| | - Esmaeil Mehraeen
- Department of Health Information TechnologyKhalkhal University of Medical SciencesKhalkhalIran
| | - Amir Masoud Afsahi
- Department of RadiologyUniversity of California, San Diego (UCSD)CaliforniaUSA
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Chen YY, Tun HM, Field CJ, Mandhane PJ, Moraes TJ, Simons E, Turvey SE, Subbarao P, Scott JA, Kozyrskyj AL. Impact of Cesarean Delivery and Breastfeeding on Secretory Immunoglobulin A in the Infant Gut Is Mediated by Gut Microbiota and Metabolites. Metabolites 2023; 13:metabo13020148. [PMID: 36837767 PMCID: PMC9959734 DOI: 10.3390/metabo13020148] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/19/2022] [Accepted: 01/13/2023] [Indexed: 01/20/2023] Open
Abstract
How gut immunity in early life is shaped by birth in relation to delivery mode, intrapartum antibiotic prophylaxis (IAP) and labor remains undetermined. We aimed to address this gap with a study of secretory Immunoglobulin A (SIgA) in the infant gut that also tested SIgA-stimulating pathways mediated by gut microbiota and metabolites. Among 1017 Canadian full-term infants, gut microbiota of fecal samples collected at 3 and 12 months were profiled using 16S rRNA sequencing; C. difficile was quantified by qPCR; fecal metabolites and SIgA levels were measured by NMR and SIgA enzyme-linked immunosorbent assay, respectively. We assessed the putative causal relationships from birth events to gut microbiota and metabolites, and ultimately to SIgA, in statistical sequential mediation models, adjusted for maternal gravida status in 551 infants. As birth mode influences the ability to breastfeed, the statistical mediating role of breastfeeding status and milk metabolites was also evaluated. Relative to vaginal birth without maternal IAP, cesarean section (CS) after labor was associated with reduced infant gut SIgA levels at 3 months (6.27 vs. 4.85 mg/g feces, p < 0.05); this association was sequentially mediated through gut microbiota and metabolites of microbial or milk origin. Mediating gut microbiota included Enterobacteriaceae, C. difficile, and Streptococcus. The milk or microbial metabolites in CS-SIgA mediating pathways were galactose, fucose, GABA, choline, lactate, pyruvate and 1,2-propanediol. This cohort study documented the impact of birth on infant gut mucosal SIgA. It is the first to characterize gut microbe-metabolite mediated pathways for early-life SIgA maturation, pathways that require experimental verification.
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Affiliation(s)
- Yuan Yao Chen
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Hein M. Tun
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 1C9, Canada
- The Jockey Club School of Public Health and Primary Care, The Chinese University of Hong Kong, Hong Kong, China
| | - Catherine J. Field
- Department of Agricultural, Food and Nutritional Science, University of Alberta, Edmonton, AB T6G 2E1, Canada
| | - Piushkumar J. Mandhane
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 1C9, Canada
| | - Theo J. Moraes
- Department of Pediatrics and Physiology, Hospital for Sick Children, University of Toronto, Toronto, ON M5G 1X8, Canada
| | - Elinor Simons
- Department of Pediatrics and Child Health, University of Manitoba, Winnipeg, MB R3A 1S1, Canada
| | - Stuart E. Turvey
- Department of Pediatrics, BC Children’s Hospital, University of British Columbia, Vancouver, BC V6H 0B3, Canada
| | - Padmaja Subbarao
- Department of Pediatrics and Physiology, Hospital for Sick Children, University of Toronto, Toronto, ON M5G 1X8, Canada
| | - James A. Scott
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON M5T 3M7, Canada
| | - Anita L. Kozyrskyj
- Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB T6G 1C9, Canada
- Correspondence: ; Tel.: +1-780-248-5508
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Gradisteanu Pircalabioru G, Grigore GA, Czobor Barbu I, Chifiriuc MC, Savu O. Impact of COVID-19 on the Microbiome and Inflammatory Status of Type 2 Diabetes Patients. Biomedicines 2023; 11:biomedicines11010179. [PMID: 36672688 PMCID: PMC9856008 DOI: 10.3390/biomedicines11010179] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2022] [Revised: 01/08/2023] [Accepted: 01/09/2023] [Indexed: 01/12/2023] Open
Abstract
The severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2) pandemic has advanced our understanding of the host-microbiome-virus interplay. Several studies in various geographical regions report that SARS-CoV-2 infection disrupts the intestinal microbiota, allowing pathogenic bacteria such as Enterobacteriaceae to thrive, and triggering more severe disease outcomes. Here, we profile the microbiota of 30 individuals, 15 healthy controls and 15 type 2 diabetes (T2D) patients, before and after coronavirus disease 2019 (COVID-19). Despite similar viral loads in both patients and controls, SARS-CoV-2 infection led to exacerbated microbiome changes in T2D patients, characterized by higher levels of Enterobacteriaceae, loss of butyrate producers and an enrichment in fungi such as Candida spp. and Aspergillus spp. Several members of the microbiota were associated with more severe clinical and inflammatory (IL-8 and IL-17) parameters. Future studies to delineate the connection between cytokine release and microbiota disturbances will enhance our understanding of whether these microbial shifts directly impact the cytokine storm in COVID-19 patients or whether they are consecutive to the critical disease.
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Affiliation(s)
- Gratiela Gradisteanu Pircalabioru
- Research Institute of University of Bucharest (ICUB), 050095 Bucharest, Romania
- Academy of Romanian Scientists, 050045 Bucharest, Romania
- Correspondence:
| | - Georgiana Alexandra Grigore
- Academy of Romanian Scientists, 050045 Bucharest, Romania
- Faculty of Biology, University of Bucharest, 050095 Bucharesti, Romania
| | - Ilda Czobor Barbu
- Academy of Romanian Scientists, 050045 Bucharest, Romania
- Faculty of Biology, University of Bucharest, 050095 Bucharesti, Romania
| | - Mariana-Carmen Chifiriuc
- Research Institute of University of Bucharest (ICUB), 050095 Bucharest, Romania
- Academy of Romanian Scientists, 050045 Bucharest, Romania
- Faculty of Biology, University of Bucharest, 050095 Bucharesti, Romania
- Romanian Academy, 010071 Bucharest, Romania
| | - Octavian Savu
- “N.C. Paulescu” National Institute of Diabetes, Nutrition and Metabolic Diseases, 020042 Bucharest, Romania
- Department of Doctoral School, “Carol Davila” University of Medicine and Pharmacy, 5th District, 050474 Bucharest, Romania
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49
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An Outlook on Dental Practices to Avoid the Oral Transmission of COVID-19. Microorganisms 2023; 11:microorganisms11010146. [PMID: 36677438 PMCID: PMC9866409 DOI: 10.3390/microorganisms11010146] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 01/01/2023] [Accepted: 01/03/2023] [Indexed: 01/08/2023] Open
Abstract
The oral microbiome plays an important role in the maintenance of immune homeostasis, whereas its association with SARS-CoV-2 infection remains under investigation. Since the oral path is one of the transmission routes for COVID-19, we attempt to show the relationship between the oral microbiome, COVID-19 infection, and oral hygiene. We highlight the importance of oral hygiene to control the infection, especially for ICU cases with COVID-19. Moreover, we present the current strategies adapted by in-person dental clinics to overcome the spread of COVID-19. New emerging policies and protocols suggested during the pandemic and their future implementation to minimize virus transmission are also summarized in this review.
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50
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Avila-Ponce de León U, Vazquez-Jimenez A, Cervera A, Resendis-González G, Neri-Rosario D, Resendis-Antonio O. Machine Learning and COVID-19: Lessons from SARS-CoV-2. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2023; 1412:311-335. [PMID: 37378775 DOI: 10.1007/978-3-031-28012-2_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/29/2023]
Abstract
Currently, methods in machine learning have opened a significant number of applications to construct classifiers with capacities to recognize, identify, and interpret patterns hidden in massive amounts of data. This technology has been used to solve a variety of social and health issues against coronavirus disease 2019 (COVID-19). In this chapter, we present some supervised and unsupervised machine learning techniques that have contributed in three aspects to supplying information to health authorities and diminishing the deadly effects of the current worldwide outbreak on the population. First is the identification and construction of powerful classifiers capable of predicting severe, moderate, or asymptomatic responses in COVID-19 patients starting from clinical or high-throughput technologies. Second is the identification of groups of patients with similar physiological responses to improve the triage classification and inform treatments. The final aspect is the combination of machine learning methods and schemes from systems biology to link associative studies with mechanistic frameworks. This chapter aims to discuss some practical applications in the use of machine learning techniques to handle data coming from social behavior and high-throughput technologies, associated with COVID-19 evolution.
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Affiliation(s)
- Ugo Avila-Ponce de León
- Programa de Doctorado en Ciencias Biológicas, Universidad Nacional Autónoma de México, Ciudad de México, Mexico
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Ciudad de México, Mexico
| | - Aarón Vazquez-Jimenez
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Ciudad de México, Mexico
| | - Alejandra Cervera
- Instituto Nacional de Medicina Genómica (INMEGEN), Ciudad de México, Mexico
| | - Galilea Resendis-González
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Ciudad de México, Mexico
| | - Daniel Neri-Rosario
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Ciudad de México, Mexico
| | - Osbaldo Resendis-Antonio
- Human Systems Biology Laboratory, Instituto Nacional de Medicina Genómica (INMEGEN), Ciudad de México, Mexico.
- Coordinación de la Investigación Científica - Red de Apoyo a la Investigación - Centro de Ciencias de la Complejidad, Universidad Nacional Autónoma de México (UNAM), Ciudad de México, Mexico.
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