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Blankestijn JM, Baalbaki N, Beijers RJHCG, Cornelissen MEB, Wiersinga WJ, Abdel-Aziz MI, Maitland-van der Zee AH. Exploring Heterogeneity of Fecal Microbiome in Long COVID Patients at 3 to 6 Months After Infection. Int J Mol Sci 2025; 26:1781. [PMID: 40004244 PMCID: PMC11855614 DOI: 10.3390/ijms26041781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 01/31/2025] [Accepted: 02/17/2025] [Indexed: 02/27/2025] Open
Abstract
An estimated 10% of COVID-19 survivors have been reported to suffer from complaints after at least three months. The intestinal microbiome has been shown to impact long COVID through the gut-lung axis and impact the severity. We aimed to investigate the relationship between the gut microbiome and clinical characteristics, exploring microbiome heterogeneity through clustering. Seventy-nine patients with long COVID evaluated at 3 to 6 months after infection were sampled for fecal metagenome analysis. Patients were divided into two distinct hierarchical clusters, based solely on the microbiome composition. Compared to cluster 1 (n = 67), patients in cluster 2 (n = 12) showed a significantly reduced lung function (FEV1, FVC, and DLCO) and during acute COVID-19 showed a longer duration of hospital admissions (48 compared to 7 days) and higher rates of ICU admissions (92% compared to 22%). Additionally, the microbiome composition showed a reduced alpha diversity and lower proportion of butyrate-producing bacteria in cluster 2 together with higher abundances of Ruminococcus gnavus, Escherichia coli, Veillonella spp. and Streptococcus spp. and reduced abundances of Faecalibacterium prausnitzii and Eubacteria spp. Further research could explore the effect of pre- and pro-biotic supplementation and its impact on lung function and societal participation in long COVID.
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Affiliation(s)
- Jelle M. Blankestijn
- Department of Pulmonary Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (J.M.B.)
- Amsterdam Institute for Infection and Immunity, 1105 AZ Amsterdam, The Netherlands
- Amsterdam Public Health, 1081 HV Amsterdam, The Netherlands
| | - Nadia Baalbaki
- Department of Pulmonary Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (J.M.B.)
- Amsterdam Institute for Infection and Immunity, 1105 AZ Amsterdam, The Netherlands
- Amsterdam Public Health, 1081 HV Amsterdam, The Netherlands
| | - Rosanne J. H. C. G. Beijers
- Department of Respiratory Medicine, NUTRIM Institute of Nutrition and Translational Research in Metabolism, Maastricht University Medical Centre+, 6229 ER Maastricht, The Netherlands
| | - Merel E. B. Cornelissen
- Department of Pulmonary Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (J.M.B.)
- Amsterdam Institute for Infection and Immunity, 1105 AZ Amsterdam, The Netherlands
- Amsterdam Public Health, 1081 HV Amsterdam, The Netherlands
| | - W. Joost Wiersinga
- Center for Experimental and Molecular Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands
- Department of Internal Medicine, Division of Infectious Diseases, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands
| | - Mahmoud I. Abdel-Aziz
- Department of Pulmonary Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (J.M.B.)
- Amsterdam Institute for Infection and Immunity, 1105 AZ Amsterdam, The Netherlands
- Amsterdam Public Health, 1081 HV Amsterdam, The Netherlands
- Department of Clinical Pharmacy, Faculty of Pharmacy, Assiut University, Assiut 71526, Egypt
| | - Anke H. Maitland-van der Zee
- Department of Pulmonary Medicine, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands; (J.M.B.)
- Amsterdam Institute for Infection and Immunity, 1105 AZ Amsterdam, The Netherlands
- Amsterdam Public Health, 1081 HV Amsterdam, The Netherlands
- Department of Pediatric Respiratory Medicine, Emma Children’s Hospital, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands
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2
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Martin-Castaño B, Diez-Echave P, García-García J, Hidalgo-García L, Ruiz-Malagon AJ, Molina-Tijeras JA, Rodríguez-Sojo MJ, Redruello-Romero A, Martínez-Zaldívar M, Mota E, Cobo F, Díaz-Villamarin X, Alvarez-Estevez M, García F, Morales-García C, Merlos S, Garcia-Flores P, Colmenero-Ruiz M, Hernández-Quero J, Nuñez M, Rodriguez-Cabezas ME, Carazo A, Martin J, Moron R, Rodríguez Nogales A, Galvez J. The relationship between gut and nasopharyngeal microbiome composition can predict the severity of COVID-19. eLife 2025; 13:RP95292. [PMID: 39963971 PMCID: PMC11835386 DOI: 10.7554/elife.95292] [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] [Indexed: 02/20/2025] Open
Abstract
Coronavirus disease 2019 (COVID-19) is a respiratory illness caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that displays great variability in clinical phenotype. Many factors have been described to be correlated with its severity, and microbiota could play a key role in the infection, progression, and outcome of the disease. SARS-CoV-2 infection has been associated with nasopharyngeal and gut dysbiosis and higher abundance of opportunistic pathogens. To identify new prognostic markers for the disease, a multicentre prospective observational cohort study was carried out in COVID-19 patients divided into three cohorts based on symptomatology: mild (n = 24), moderate (n = 51), and severe/critical (n = 31). Faecal and nasopharyngeal samples were taken, and the microbiota was analysed. Linear discriminant analysis identified Mycoplasma salivarium, Prevotella dentalis, and Haemophilus parainfluenzae as biomarkers of severe COVID-19 in nasopharyngeal microbiota, while Prevotella bivia and Prevotella timonensis were defined in faecal microbiota. Additionally, a connection between faecal and nasopharyngeal microbiota was identified, with a significant ratio between P. timonensis (faeces) and P. dentalis and M. salivarium (nasopharyngeal) abundances found in critically ill patients. This ratio could serve as a novel prognostic tool for identifying severe COVID-19 cases.
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Affiliation(s)
- Benita Martin-Castaño
- Centro de Salud Las Gabias, Distrito Granada-MetropolitanoGranadaSpain
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
| | - Patricia Diez-Echave
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Department of Pharmacology, Center for Biomedical Research (CIBM), University of GranadaGranadaSpain
| | - Jorge García-García
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Department of Pharmacology, Center for Biomedical Research (CIBM), University of GranadaGranadaSpain
- Servicio Microbiología, Hospital Universitario Clínico San CecilioGranadaSpain
| | - Laura Hidalgo-García
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Department of Pharmacology, Center for Biomedical Research (CIBM), University of GranadaGranadaSpain
| | - Antonio Jesús Ruiz-Malagon
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Department of Pharmacology, Center for Biomedical Research (CIBM), University of GranadaGranadaSpain
| | - José Alberto Molina-Tijeras
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Department of Pharmacology, Center for Biomedical Research (CIBM), University of GranadaGranadaSpain
| | - María Jesús Rodríguez-Sojo
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Department of Pharmacology, Center for Biomedical Research (CIBM), University of GranadaGranadaSpain
| | | | - Margarita Martínez-Zaldívar
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Centro de Salud “Salvador Caballero”, Distrito Granada-MetropolitanoGranadaSpain
| | - Emilio Mota
- Centro de Salud “Salvador Caballero”, Distrito Granada-MetropolitanoGranadaSpain
| | - Fernando Cobo
- Servicio Microbiología, Hospital Universitario Virgen de las NievesGranadaSpain
| | | | - Marta Alvarez-Estevez
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Servicio Microbiología, Hospital Universitario Clínico San CecilioGranadaSpain
- CIBER de Enfermedades Infecciosas (CIBER-Infecc), Instituto de Salud Carlos IIIMadridSpain
| | - Federico García
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Servicio Microbiología, Hospital Universitario Clínico San CecilioGranadaSpain
- CIBER de Enfermedades Infecciosas (CIBER-Infecc), Instituto de Salud Carlos IIIMadridSpain
| | | | - Silvia Merlos
- Respiratory Medicine Department, Hospital Universitario Virgen de las NievesGranadaSpain
| | - Paula Garcia-Flores
- Respiratory Medicine Department, Hospital Universitario Virgen de las NievesGranadaSpain
| | - Manuel Colmenero-Ruiz
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Servicio de Medicina Intensiva, Hospital Universitario Clínico San CecilioGranadaSpain
| | - José Hernández-Quero
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Servicio de Enfermedades Infecciosas, Hospital Universitario Clínico San CecilioGranadaSpain
| | - Maria Nuñez
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Servicio Farmacia Hospitalaria, Hospital Universitario Clínico San CecilioGranadaSpain
- CIBER de Epidemiología y Salud Pública (CIBER-ESP), Instituto de Salud Carlos IIIMadridSpain
| | - Maria Elena Rodriguez-Cabezas
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Department of Pharmacology, Center for Biomedical Research (CIBM), University of GranadaGranadaSpain
| | - Angel Carazo
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Servicio Microbiología, Hospital Universitario Clínico San CecilioGranadaSpain
| | - Javier Martin
- Department of Cell Biology and Immunology, Institute of Parasitology and Biomedicine López-Neyra, CSICGranadaSpain
| | - Rocio Moron
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Servicio Farmacia Hospitalaria, Hospital Universitario Clínico San CecilioGranadaSpain
| | - Alba Rodríguez Nogales
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Department of Pharmacology, Center for Biomedical Research (CIBM), University of GranadaGranadaSpain
| | - Julio Galvez
- Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA)GranadaSpain
- Department of Pharmacology, Center for Biomedical Research (CIBM), University of GranadaGranadaSpain
- CIBER de Enfermedades Hepáticas y Digestivas (CIBER-EHD), Instituto de Salud Carlos IIIMadridSpain
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3
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Pathak A, Agrawal DK. Role of Gut Microbiota in Long COVID: Impact on Immune Function and Organ System Health. ARCHIVES OF MICROBIOLOGY & IMMUNOLOGY 2025; 9:38-53. [PMID: 40051430 PMCID: PMC11883900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Figures] [Subscribe] [Scholar Register] [Indexed: 03/09/2025]
Abstract
SARS-CoV-2 infection has led to a range of long-lasting symptoms, collectively referred to as long COVID. Current research highlights the critical role of angiotensin-converting enzyme 2 (ACE2) in regulating gut microbiota diversity, vascular function, and homeostasis within the renin-angiotensin system (RAS). ACE2 is utilized by the SARS-CoV-2 virus to enter host cells, but its downregulation following infection contributes to gut microbiota dysbiosis and RAS disruption. These imbalances have been linked to a range of long COVID symptoms, including joint pain, chest pain, chronic cough, fatigue, brain fog, anxiety, depression, myalgia, peripheral neuropathy, memory difficulties, and impaired attention. This review investigates the dysregulation caused by SARS-CoV-2 infection and the long-term effects it has on various organ systems, including the musculoskeletal, neurological, renal, respiratory, and cardiovascular systems. We explored the bidirectional interactions between the gut microbiota, immune function, and these organ systems, focusing on how microbiota dysregulation contributes to the chronic inflammation and dysfunction observed in long COVID symptoms. Understanding these interactions is key for identifying effective therapeutic strategies and interventional targets aimed at mitigating the impact of long COVID on organ health and improving patient outcomes.
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Affiliation(s)
- Angelie Pathak
- Department of Translational Research, College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona, California 91766 USA
| | - Devendra K Agrawal
- Department of Translational Research, College of Osteopathic Medicine of the Pacific, Western University of Health Sciences, Pomona, California 91766 USA
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Buytaers FE, Berger N, Van der Heyden J, Roosens NHC, De Keersmaecker SCJ. The potential of including the microbiome as biomarker in population-based health studies: methods and benefits. Front Public Health 2024; 12:1467121. [PMID: 39507669 PMCID: PMC11538166 DOI: 10.3389/fpubh.2024.1467121] [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: 07/19/2024] [Accepted: 10/09/2024] [Indexed: 11/08/2024] Open
Abstract
The key role of our microbiome in influencing our health status, and its relationship with our environment and lifestyle or health behaviors, have been shown in the last decades. Therefore, the human microbiome has the potential to act as a biomarker or indicator of health or exposure to health risks in the general population, if information on the microbiome can be collected in population-based health surveys or cohorts. It could then be associated with epidemiological participant data such as demographic, clinical or exposure profiles. However, to our knowledge, microbiome sampling has not yet been included as biological evidence of health or exposure to health risks in large population-based studies representative of the general population. In this mini-review, we first highlight some practical considerations for microbiome sampling and analysis that need to be considered in the context of a population study. We then present some examples of topics where the microbiome could be included as biological evidence in population-based health studies for the benefit of public health, and how this could be developed in the future. In doing so, we aim to highlight the benefits of having microbiome data available at the level of the general population, combined with epidemiological data from health surveys, and hence how microbiological data could be used in the future to assess human health. We also stress the challenges that remain to be overcome to allow the use of this microbiome data in order to improve proactive public health policies.
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Jurek JM, Castro-Marrero J. A Narrative Review on Gut Microbiome Disturbances and Microbial Preparations in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: Implications for Long COVID. Nutrients 2024; 16:1545. [PMID: 38892479 PMCID: PMC11173566 DOI: 10.3390/nu16111545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 05/10/2024] [Accepted: 05/17/2024] [Indexed: 06/21/2024] Open
Abstract
Myalgic encephalomyelitis, also known as chronic fatigue syndrome (ME/CFS), and long COVID are complex, multisystemic and long-term disabling conditions characterized by debilitating post-exertional malaise and other core symptoms related to immune dysregulation resultant from post-viral infection, including mitochondrial dysfunction, chronic neuroinflammation and gut dysbiosis. The reported associations between altered microbiota composition and cardinal symptoms of ME/CFS and long COVID suggest that the use of microbial preparations, such as probiotics, by restoring the homeostasis of the brain-immune-gut axis, may help in the management of symptoms in both conditions. Therefore, this review aims to investigate the implications of alerted gut microbiome and assess the evidence supporting use of microbial-based preparations, including probiotics, synbiotics, postbiotics alone and/or in combination with other nutraceuticals in the management of fatigue, inflammation and neuropsychiatric and gastrointestinal symptoms among patients with ME/CFS and long COVID.
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Affiliation(s)
- Joanna Michalina Jurek
- Unit of Research in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome and Long COVID, Rheumatology Research Division, Vall d’Hebron Research Institute, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain;
- Grup de Recerca GEMMAIR (AGAUR)-Medicina Aplicada (URV), Departament de Medicina i Cirurgia, Institut d’Investigació Sanitària Pere Virgili, Universitat Rovira i Virgili, 43005 Tarragona, Spain
| | - Jesus Castro-Marrero
- Unit of Research in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome and Long COVID, Rheumatology Research Division, Vall d’Hebron Research Institute, Universitat Autònoma de Barcelona, 08035 Barcelona, Spain;
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6
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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: 2] [Impact Index Per Article: 2.0] [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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7
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Saxami G, Kerezoudi EN, Eliopoulos C, Arapoglou D, Kyriacou A. The Gut-Organ Axis within the Human Body: Gut Dysbiosis and the Role of Prebiotics. Life (Basel) 2023; 13:2023. [PMID: 37895405 PMCID: PMC10608660 DOI: 10.3390/life13102023] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/03/2023] [Accepted: 10/06/2023] [Indexed: 10/29/2023] Open
Abstract
The human gut microbiota (GM) is a complex microbial ecosystem that colonises the gastrointestinal tract (GIT) and is comprised of bacteria, viruses, fungi, and protozoa. The GM has a symbiotic relationship with its host that is fundamental for body homeostasis. The GM is not limited to the scope of the GIT, but there are bidirectional interactions between the GM and other organs, highlighting the concept of the "gut-organ axis". Any deviation from the normal composition of the GM, termed "microbial dysbiosis", is implicated in the pathogenesis of various diseases. Only a few studies have demonstrated a relationship between GM modifications and disease phenotypes, and it is still unknown whether an altered GM contributes to a disease or simply reflects its status. Restoration of the GM with probiotics and prebiotics has been postulated, but evidence for the effects of prebiotics is limited. Prebiotics are substrates that are "selectively utilized by host microorganisms, conferring a health benefit". This study highlights the bidirectional relationship between the gut and vital human organs and demonstrates the relationship between GM dysbiosis and the emergence of certain representative diseases. Finally, this article focuses on the potential of prebiotics as a target therapy to manipulate the GM and presents the gaps in the literature and research.
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Affiliation(s)
- Georgia Saxami
- Department of Nutrition and Dietetics, Harokopio University, 17671 Athens, Greece; (E.N.K.); (A.K.)
| | - Evangelia N. Kerezoudi
- Department of Nutrition and Dietetics, Harokopio University, 17671 Athens, Greece; (E.N.K.); (A.K.)
- School of Medical Sciences, Faculty of Medicine and Health, Örebro University, SE-701 82 Örebro, Sweden
| | - Christos Eliopoulos
- Institute of Technology of Agricultural Products, Hellenic Agricultural Organization—Demeter, L. Sof. Venizelou 1, 14123 Lykovryssi, Greece; (C.E.); (D.A.)
| | - Dimitrios Arapoglou
- Institute of Technology of Agricultural Products, Hellenic Agricultural Organization—Demeter, L. Sof. Venizelou 1, 14123 Lykovryssi, Greece; (C.E.); (D.A.)
| | - Adamantini Kyriacou
- Department of Nutrition and Dietetics, Harokopio University, 17671 Athens, Greece; (E.N.K.); (A.K.)
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Cooper K, Clarke M, Clayton JB. Informatics for your Gut: at the Interface of Nutrition, the Microbiome, and Technology. Yearb Med Inform 2023; 32:89-98. [PMID: 37414029 PMCID: PMC10751132 DOI: 10.1055/s-0043-1768723] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/08/2023] Open
Abstract
BACKGROUND A significant portion of individuals in the United States and worldwide experience diseases related to or driven by diet. As research surrounding user-centered design and the microbiome grows, movement of the spectrum of translational science from bench to bedside for improvement of human health through nutrition becomes more accessible. In this literature survey, we examined recent literature examining informatics research at the interface of nutrition and the microbiome. OBJECTIVES The objective of this survey was to synthesize recent literature describing how technology is being applied to understand health at the interface of nutrition and the microbiome focusing on the perspective of the consumer. METHODS A survey of the literature published between January 1, 2021 and October 10, 2022 was performed using the PubMed database and resulting literature was evaluated against inclusion and exclusion criteria. RESULTS A total of 139 papers were retrieved and evaluated against inclusion and exclusion criteria. After evaluation, 45 papers were reviewed in depth revealing four major themes: (1) microbiome and diet, (2) usability,(3) reproducibility and rigor, and (4) precision medicine and precision nutrition. CONCLUSIONS A review of the relationships between current literature on technology, nutrition and the microbiome, and self-management of dietary patterns was performed. Major themes that emerged from this survey revealed exciting new horizons for consumer management of diet and disease, as well as progress towards elucidating the relationship between diet, the microbiome, and health outcomes. The survey revealed continuing interest in the study of diet-related disease and the microbiome and acknowledgement of needs for data re-use, sharing, and unbiased and rigorous measurement of the microbiome. The literature also showed trends toward enhancing the usability of digital interventions to support consumer health and home management, and consensus building around how precision medicine and precision nutrition may be applied in the future to improve human health outcomes and prevent diet-related disease.
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Affiliation(s)
- Kate Cooper
- School of Interdisciplinary Informatics, College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, USA
| | - Martina Clarke
- School of Interdisciplinary Informatics, College of Information Science and Technology, University of Nebraska at Omaha, Omaha, NE, USA
| | - Jonathan B. Clayton
- Department of Biology, University of Nebraska at Omaha, Omaha, NE, USA
- Department of Food Science and Technology, University of Nebraska—Lincoln, Lincoln, NE, USA
- Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha, NE, USA
- Nebraska Food for Health Center, University of Nebraska—Lincoln, Lincoln, NE, USA
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9
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de Nies L, Galata V, Martin-Gallausiaux C, Despotovic M, Busi SB, Snoeck CJ, Delacour L, Budagavi DP, Laczny CC, Habier J, Lupu PC, Halder R, Fritz JV, Marques T, Sandt E, O'Sullivan MP, Ghosh S, Satagopam V, Krüger R, Fagherazzi G, Ollert M, Hefeng FQ, May P, Wilmes P. Altered infective competence of the human gut microbiome in COVID-19. MICROBIOME 2023; 11:46. [PMID: 36894986 PMCID: PMC9995755 DOI: 10.1186/s40168-023-01472-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 01/24/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND Infections with SARS-CoV-2 have a pronounced impact on the gastrointestinal tract and its resident microbiome. Clear differences between severe cases of infection and healthy individuals have been reported, including the loss of commensal taxa. We aimed to understand if microbiome alterations including functional shifts are unique to severe cases or a common effect of COVID-19. We used high-resolution systematic multi-omic analyses to profile the gut microbiome in asymptomatic-to-moderate COVID-19 individuals compared to a control group. RESULTS We found a striking increase in the overall abundance and expression of both virulence factors and antimicrobial resistance genes in COVID-19. Importantly, these genes are encoded and expressed by commensal taxa from families such as Acidaminococcaceae and Erysipelatoclostridiaceae, which we found to be enriched in COVID-19-positive individuals. We also found an enrichment in the expression of a betaherpesvirus and rotavirus C genes in COVID-19-positive individuals compared to healthy controls. CONCLUSIONS Our analyses identified an altered and increased infective competence of the gut microbiome in COVID-19 patients. Video Abstract.
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Affiliation(s)
- Laura de Nies
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Valentina Galata
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Camille Martin-Gallausiaux
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Milena Despotovic
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Susheel Bhanu Busi
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Chantal J Snoeck
- Clinical and Applied Virology, Department of Infection and Immunity, Luxembourg Institute of Health, Esch-sur-Alzette, Luxembourg
| | - Lea Delacour
- Luxembourg Centre for Systems Biomedicine, LCSB Operations, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Deepthi Poornima Budagavi
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Cédric Christian Laczny
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Janine Habier
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Paula-Cristina Lupu
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Rashi Halder
- Scientific Central Services, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Joëlle V Fritz
- Transversal Translation Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Taina Marques
- Translational Neuroscience Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Estelle Sandt
- Translational Medicine Operations Hub, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Marc Paul O'Sullivan
- Translational Medicine Operations Hub, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Soumyabrata Ghosh
- Bioinformatics Core, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Venkata Satagopam
- Bioinformatics Core, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Rejko Krüger
- Transversal Translation Medicine, Luxembourg Institute of Health, Strassen, Luxembourg
- Translational Neuroscience Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Guy Fagherazzi
- Deep Digital Phenotyping Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Markus Ollert
- Department of Infection and Immunity, Luxembourg Institute of Health, Esch-Sur-Alzette, Luxembourg
- Department of Dermatology and Allergy Centre, Odense University Hospital, Odense, Denmark
| | - Feng Q Hefeng
- Department of Infection and Immunity, Luxembourg Institute of Health, Esch-Sur-Alzette, Luxembourg
| | - Patrick May
- Bioinformatics Core, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg
| | - Paul Wilmes
- Systems Ecology Group, Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Esch-sur-Alzette, Luxembourg.
- Department of Life Sciences and Medicine, Faculty of Science, Technology and Medicine, University of Luxembourg, 6, Avenue du Swing, L-4367, Belvaux, Luxembourg.
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10
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Tsaturyan V, Manvelyan A, Balayan M, Harutyunyan N, Pepoyan E, Torok T, Chikindas M, Pepoyan A. Host genetics and gut microbiota composition: Baseline gut microbiota composition as a possible prognostic factor for the severity of COVID-19 in patients with familial Mediterranean fever disease. Front Microbiol 2023; 14:1107485. [PMID: 37065143 PMCID: PMC10098164 DOI: 10.3389/fmicb.2023.1107485] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 02/28/2023] [Indexed: 04/18/2023] Open
Abstract
Background It is known that the gut microbiome of a healthy person affects the process of COVID-19 after getting infected with SARS-CoV-2 virus. It is also believed that colchicine can alleviate the severity of COVID-19. Objective Current investigations aimed to evaluate the associations between the baseline gut microbiota composition of healthy and Familial Mediterranean fever (FMF) - carrier Armenian men populations, and the severity of the COVID-19 disease after their infection with the SARS-CoV-2. The study has a purpose of answering three core questions: i. Do the characteristics of gut microbiome of Armenians affect the course of COVID-19 severity? ii. How does the COVID-19 disease course on go for FMF patients who have been taking colchicine as a medication over the years after getting infected with SARS-CoV-2? iii. Is there an initial gut micribiota structure pattern for non-FMF and FMF patients in the cases when COVID-19 appears in mild form? Methods The gut microbiota composition in non-FMF and FMF patients before the first infection (mild and moderate course of COVID-19) was considered. COVID-19 was diagnosed by SARS-CoV-2 nucleic acid RT-PCR in nasopharyngeal swab and/or sputum. Results The number of patients with male FMF with mild COVID-19 was approximately two times higher than that of non-FMF male subjects with COVID-19. In addition, an association of COVID-19 disease severity with the baseline gut Prevotella, Clostridium hiranonis, Eubacterium biforme, Veillonellaceae, Coprococcus, and Blautia diversities in the non-FMF and FMF populations were revealed by us, which can be used as risk/prognostic factor for the severity of COVID-19.
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Affiliation(s)
- Vardan Tsaturyan
- Faculty of Military Medicine, Yerevan State Medical University, Yerevan, Armenia
- International Association for Human and Animals Health Improvement, Yerevan, Armenia
| | - Anahit Manvelyan
- International Association for Human and Animals Health Improvement, Yerevan, Armenia
- Division of Food Safety and Biotechnology, Armenian National Agrarian University, Yerevan, Armenia
| | - Marine Balayan
- International Association for Human and Animals Health Improvement, Yerevan, Armenia
- Division of Food Safety and Biotechnology, Armenian National Agrarian University, Yerevan, Armenia
| | - Natalya Harutyunyan
- International Association for Human and Animals Health Improvement, Yerevan, Armenia
- Division of Food Safety and Biotechnology, Armenian National Agrarian University, Yerevan, Armenia
| | - Elya Pepoyan
- International Association for Human and Animals Health Improvement, Yerevan, Armenia
- Division of Food Safety and Biotechnology, Armenian National Agrarian University, Yerevan, Armenia
| | - Tamas Torok
- Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Michael Chikindas
- Health Promoting Naturals Laboratory, Rutgers State University, New Brunswick, NJ, United States
| | - Astghik Pepoyan
- International Association for Human and Animals Health Improvement, Yerevan, Armenia
- Division of Food Safety and Biotechnology, Armenian National Agrarian University, Yerevan, Armenia
- The International Scientific-Educational Center of the National Academy of Sciences of the Republic of Armenia, Yerevan, Armenia
- *Correspondence: Astghik Pepoyan
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11
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Bacorn M, Romero-Soto HN, Levy S, Chen Q, Hourigan SK. The Gut Microbiome of Children during the COVID-19 Pandemic. Microorganisms 2022; 10:microorganisms10122460. [PMID: 36557713 PMCID: PMC9783902 DOI: 10.3390/microorganisms10122460] [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: 11/19/2022] [Revised: 12/07/2022] [Accepted: 12/09/2022] [Indexed: 12/15/2022] Open
Abstract
The gut microbiome has been shown to play a critical role in maintaining a healthy state. Dysbiosis of the gut microbiome is involved in modulating disease severity and potentially contributes to long-term outcomes in adults with COVID-19. Due to children having a significantly lower risk of severe illness and limited sample availability, much less is known about the role of the gut microbiome in children with COVID-19. It is well recognized that the developing gut microbiome of children differs from that of adults, but it is unclear if this difference contributes to the different clinical presentations and complications. In this review, we discuss the current knowledge of the gut microbiome in children with COVID-19, with gut microbiome dysbiosis being found in pediatric COVID-19 but specific taxa change often differing from those described in adults. Additionally, we discuss possible mechanisms of how the gut microbiome may mediate the presentation and complications of COVID-19 in children and the potential role for microbial therapeutics.
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