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Kim CW, Ku KB, Hwang I, Jung HE, Kim KD, Lee HK. Differential responses of lung and intestinal microbiota to SARS-CoV-2 infection: a comparative study of the Wuhan and Omicron strains in K18-hACE2 Tg mice. Lab Anim Res 2025; 41:11. [PMID: 40270072 PMCID: PMC12016229 DOI: 10.1186/s42826-025-00241-x] [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: 10/30/2024] [Revised: 03/07/2025] [Accepted: 04/06/2025] [Indexed: 04/25/2025] Open
Abstract
BACKGROUND The COVID-19 pandemic, caused by SARS-CoV-2, has led to the emergence of viral variants with distinct characteristics. Understanding the differential impacts of SARS-CoV-2 variants is crucial for effective public health response and treatment development. We investigated the differential effects of the original Wuhan strain and the emergent Omicron variant of SARS-CoV-2 using a K18-hACE2 transgenic mouse model. We compared the mortality rates, viral loads, and histopathological changes in lung and tracheal tissues, as well as alterations in the lung and intestinal microbiota following infection. RESULTS Our findings revealed significant differences between the variants, with the Wuhan strain causing higher mortality rates, severe lung pathology, and elevated viral loads compared to the Omicron variant. Microbiome analyses uncovered novel and distinct shifts in the lung and intestinal microbiota associated with each variant, providing evidence for variant-specific microbiome alterations. These changes suggest microbiome-related mechanisms that might modulate disease severity and host responses to SARS-CoV-2 infection. CONCLUSIONS This study highlights critical differences between the Wuhan strain and Omicron variant in terms of mortality, lung pathology, and microbiota changes, emphasizing the role of the microbiome in influencing disease outcomes. Novel findings include the identification of variant-specific microbiota shifts, which underscore potential microbiome-related mechanisms underlying differences in disease severity. These insights pave the way for future research exploring microbiome-targeted interventions to mitigate the impacts of SARS-CoV-2 and other viral infections.
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Affiliation(s)
- Chae Won Kim
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea
- Life Science Institute, KAIST, Daejeon, 34141, Republic of Korea
| | - Keun Bon Ku
- Center for Infectious Disease Vaccine and Diagnosis Innovation, Korea Research Institute of Chemical Technology, Daejeon, 34114, Republic of Korea
| | - Insu Hwang
- Center for Infectious Disease Vaccine and Diagnosis Innovation, Korea Research Institute of Chemical Technology, Daejeon, 34114, Republic of Korea
| | - Hi Eun Jung
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea
- Life Science Institute, KAIST, Daejeon, 34141, Republic of Korea
| | - Kyun-Do Kim
- Center for Infectious Disease Vaccine and Diagnosis Innovation, Korea Research Institute of Chemical Technology, Daejeon, 34114, Republic of Korea.
| | - Heung Kyu Lee
- Department of Biological Sciences, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea.
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2
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Morrison ML, Xue KS, Rosenberg NA. Quantifying compositional variability in microbial communities with FAVA. Proc Natl Acad Sci U S A 2025; 122:e2413211122. [PMID: 40063791 PMCID: PMC11929398 DOI: 10.1073/pnas.2413211122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Accepted: 01/21/2025] [Indexed: 03/19/2025] Open
Abstract
Microbial communities vary across space, time, and individual hosts, generating a need for statistical methods capable of quantifying variability across multiple microbiome samples at once. To understand heterogeneity across microbiome samples from different host individuals, sampling times, spatial locations, or experimental replicates, we present FAVA (FST-based Assessment of Variability across vectors of relative Abundances), a framework for characterizing compositional variability across two or more microbiome samples. FAVA quantifies variability across many samples of taxonomic or functional relative abundances in a single index ranging between 0 and 1, equaling 0 when all samples are identical and 1 when each sample is entirely composed of a single taxon (and at least two distinct taxa are present across samples). Its definition relies on the population-genetic statistic FST, with samples playing the role of "populations" and taxa playing the role of "alleles." Its mathematical properties allow users to compare datasets with different numbers of samples and taxonomic categories. We introduce extensions that incorporate phylogenetic similarity among taxa and spatial or temporal distances between samples. We demonstrate FAVA in two examples. First, we use FAVA to measure how the taxonomic and functional variability of gastrointestinal microbiomes across individuals from seven ruminant species changes along the gastrointestinal tract. Second, we use FAVA to quantify the increase in temporal variability of gut microbiomes in healthy humans following an antibiotic course and to measure the duration of the antibiotic's influence on temporal microbiome variability. We have implemented this tool in an R package, FAVA, for use in pipelines for the analysis of microbial relative abundances.
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3
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Zhou X, Ganz AB, Rayner A, Cheng TY, Oba H, Rolnik B, Lancaster S, Lu X, Li Y, Johnson JS, Hoyd R, Spakowicz DJ, Slavich GM, Snyder MP. Dynamic human gut microbiome and immune shifts during an immersive psychosocial intervention program. Brain Behav Immun 2025; 125:428-443. [PMID: 39701328 PMCID: PMC11903166 DOI: 10.1016/j.bbi.2024.12.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Revised: 10/24/2024] [Accepted: 12/16/2024] [Indexed: 12/21/2024] Open
Abstract
BACKGROUND Although depression is a leading cause of disability worldwide, the pathophysiological mechanisms underlying this disorder-particularly those involving the gut microbiome-are poorly understood. METHOD To investigate, we conducted a community-based observational study to explore complex associations between changes in the gut microbiome, cytokine levels, and depression symptoms in 51 participants (Mage = 49.56, SD = 13.31) receiving an immersive psychosocial intervention. A total of 142 multi-omics samples were collected from participants before, during, and three months after the nine-day inquiry-based stress reduction program. RESULTS Results revealed that depression was associated with both an increased presence of putatively pathogenic bacteria and reduced microbial beta-diversity. Following the intervention, we observed reductions in neuroinflammatory cytokines and improvements in several mental health indicators. Interestingly, participants with a Prevotella-dominant microbiome showed milder symptoms when depressed, along with a more resilient microbiome and more favorable inflammatory cytokine profile, including reduced levels of CXCL-1. CONCLUSIONS These findings reveal a potentially protective link between the Prevotella-dominant microbiome and depression, as evidenced by a reduced pro-inflammatory environment and fewer depressive symptoms. These insights, coupled with observed improvements in neuroinflammatory markers and mental health from the intervention, may highlight potential avenues for microbiome-targeted therapies for managing depression.
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Affiliation(s)
- Xin Zhou
- Department of Genetics, Stanford University School of Medicine, CA, USA; Stanford Center for Genomics and Personalized Medicine, Stanford University School of Medicine, CA, USA
| | - Ariel B Ganz
- Department of Genetics, Stanford University School of Medicine, CA, USA; Stanford Healthcare Innovation Lab, Stanford University, CA, USA
| | - Andre Rayner
- Department of Genetics, Stanford University School of Medicine, CA, USA
| | - Tess Yan Cheng
- Department of Genetics, Stanford University School of Medicine, CA, USA; Department of Microbiology, College of Arts and Sciences, University of Washington, WA, USA
| | - Haley Oba
- Department of Genetics, Stanford University School of Medicine, CA, USA
| | - Benjamin Rolnik
- Department of Genetics, Stanford University School of Medicine, CA, USA; Stanford Healthcare Innovation Lab, Stanford University, CA, USA
| | - Samuel Lancaster
- Department of Genetics, Stanford University School of Medicine, CA, USA
| | - Xinrui Lu
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Sichuan, China
| | - Yizhou Li
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Sichuan, China
| | - Jethro S Johnson
- Oxford Centre for Microbiome Studies, Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
| | - Rebecca Hoyd
- The Ohio State University Comprehensive Cancer Center, OH, USA
| | | | - George M Slavich
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Michael P Snyder
- Department of Genetics, Stanford University School of Medicine, CA, USA; Stanford Center for Genomics and Personalized Medicine, Stanford University School of Medicine, CA, USA; Stanford Healthcare Innovation Lab, Stanford University, CA, USA.
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Vanderheiden A, Diamond MS. Animal Models of Non-Respiratory, Post-Acute Sequelae of COVID-19. Viruses 2025; 17:98. [PMID: 39861887 PMCID: PMC11768974 DOI: 10.3390/v17010098] [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: 12/20/2024] [Revised: 01/10/2025] [Accepted: 01/12/2025] [Indexed: 01/27/2025] Open
Abstract
Post-acute sequelae of COVID-19 (PASC) are a diverse set of symptoms and syndromes driven by dysfunction of multiple organ systems that can persist for years and negatively impact the quality of life for millions of individuals. We currently lack specific therapeutics for patients with PASC, due in part to an incomplete understanding of its pathogenesis, especially for non-pulmonary sequelae. Here, we discuss three animal models that have been utilized to investigate PASC: non-human primates (NHPs), hamsters, and mice. We focus on neurological, gastrointestinal, and cardiovascular PASC and highlight advances in mechanistic insight that have been made using these animal models, as well as discussing the sequelae that warrant continued and intensive research.
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Affiliation(s)
- Abigail Vanderheiden
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA;
| | - Michael S. Diamond
- Department of Medicine, Washington University School of Medicine, St. Louis, MO 63110, USA;
- Department of Molecular Microbiology, Washington University School of Medicine, St. Louis, MO 63110, USA
- Department of Pathology & Immunology, Washington University School of Medicine, St. Louis, MO 63110, USA
- The Andrew M. and Jane M. Bursky Center for Human Immunology and Immunotherapy Programs, Washington University School of Medicine, St. Louis, MO 63110, USA
- Center for Vaccines and Immunity to Microbial Pathogens, Washington University School of Medicine, St. Louis, MO 63110, USA
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5
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Comba IY, Mars RAT, Yang L, Dumais M, Chen J, Van Gorp TM, Harrington JJ, Sinnwell JP, Johnson S, Holland LA, Khan AK, Lim ES, Aakre C, Athreya AP, Gerber GK, O'Horo JC, Lazaridis KN, Kashyap PC. Gut Microbiome Signatures During Acute Infection Predict Long COVID. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.12.10.626852. [PMID: 39713288 PMCID: PMC11661137 DOI: 10.1101/2024.12.10.626852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2024]
Abstract
Long COVID (LC), manifests in 10-30% of non-hospitalized individuals post-SARS-CoV-2 infection leading to significant morbidity. The predictive role of gut microbiome composition during acute infection in the development of LC is not well understood, partly due to the heterogeneous nature of disease. We conducted a longitudinal study of 799 outpatients tested for SARS-CoV-2 (380 positive, 419 negative) and found that individuals who later developed LC harbored distinct gut microbiome compositions during acute infection, compared with both SARS-CoV-2-positive individuals who did not develop LC and negative controls with similar symptomatology. However, the temporal changes in gut microbiome composition between the infectious (0-1 month) and post-infectious (1-2 months) phases was not different between study groups. Using machine learning, we showed that microbiome composition alone more accurately predicted LC than clinical variables. Including clinical data only marginally enhanced this prediction, suggesting that microbiome profiles during acute infection may reflect underlying health status and immune responses thus, help predicting individuals at risk for LC. Finally, we identified four LC symptom clusters, with gastrointestinal and fatigue-only groups most strongly linked to gut microbiome alterations.
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6
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Gaudry C, Dhersin R, Dubée V. [Mechanisms of prolonged symptoms following acute COVID-19: Some pathophysiological pathways]. Rev Mal Respir 2024; 41:660-668. [PMID: 39426876 DOI: 10.1016/j.rmr.2024.07.009] [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: 01/17/2023] [Accepted: 07/30/2024] [Indexed: 10/21/2024]
Abstract
INTRODUCTION Following the Omicron wave in early 2022, an estimated 60-70% of the French population was infected with the SARS-CoV-2 virus. One out of ten infected subjects could have persistent symptoms three months after infection, representing a public health challenge. CURRENT STATE OF KNOWLEDGE The persistent symptoms may be secondary to diverse entities with distinct mechanisms. While organic infection sequelae occur mainly after severe COVID-19, some symptoms appear to be essentially psychological in origin; in addition, many subjects present stereotyped symptoms of fluctuating intensity with no identified anatomical or psychic substratum, often in the aftermath of a benign infection. The most frequent complaints are fatigue, pain, dyspnea and difficulty concentrating. PERSPECTIVES The hypotheses explored to explain these symptoms include: persistent immune dysfunction, inducted autoimmunity, and microbiome disturbances. Persistent viral antigens may lie at the crossroads of these mechanisms. To date, these different etiological avenues have yet to lead to the development of diagnostic tests or specific therapeutic strategies. CONCLUSION Prolonged symptoms after COVID-19 correspond to heterogeneous nosological entities with poorly understood mechanisms.
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Affiliation(s)
- C Gaudry
- Service des maladies infectieuses et tropicales, CHU d'Angers, 4, rue Larrey, 49100 Angers, France
| | - R Dhersin
- Service des maladies infectieuses et tropicales, CHU d'Angers, 4, rue Larrey, 49100 Angers, France
| | - V Dubée
- Service des maladies infectieuses et tropicales, CHU d'Angers, 4, rue Larrey, 49100 Angers, France.
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Donkers A, Seel W, Klümpen L, Simon MC. The Multiple Challenges of Nutritional Microbiome Research During COVID-19-A Perspective and Results of a Single-Case Study. Nutrients 2024; 16:3693. [PMID: 39519526 PMCID: PMC11547757 DOI: 10.3390/nu16213693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2024] [Revised: 10/25/2024] [Accepted: 10/27/2024] [Indexed: 11/16/2024] Open
Abstract
The global coronavirus disease 2019 (COVID-19) pandemic has affected multiple aspects of people's lives, which may also influence the results of studies conducted during this period across diverse research domains. This particularly includes the field of nutritional science, investigating the gut microbiota as a potential mediator in the association between dietary intake and health-related outcomes. This article identifies the challenges currently facing this area of research, points out potential solutions, and highlights the necessity to consider a range of issues when interpreting trials conducted during this period. Some of these issues have arisen specifically because of the measures implemented to interrupt the spread of small acute respiratory syndrome coronavirus 2 (SARS-CoV-2), while others remain relevant beyond the pandemic.
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Affiliation(s)
| | | | | | - Marie-Christine Simon
- Nutrition and Microbiota, Institute of Nutrition and Food Science, University of Bonn, 53115 Bonn, Germany
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8
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Morrison ML, Xue KS, Rosenberg NA. Quantifying compositional variability in microbial communities with FAVA. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.07.03.601929. [PMID: 39005283 PMCID: PMC11244974 DOI: 10.1101/2024.07.03.601929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Microbial communities vary across space, time, and individual hosts, presenting new challenges for the development of statistics measuring the variability of community composition. To understand differences across microbiome samples from different host individuals, sampling times, spatial locations, or experimental replicates, we present FAVA, a new normalized measure for characterizing compositional variability across multiple microbiome samples. FAVA quantifies variability across many samples of taxonomic or functional relative abundances in a single index ranging between 0 and 1, equaling 0 when all samples are identical and equaling 1 when each sample is entirely comprised of a single taxon. Its definition relies on the population-genetic statisticF S T , with samples playing the role of "populations" and taxa playing the role of "alleles." Its convenient mathematical properties allow users to compare disparate data sets. For example, FAVA values are commensurable across different numbers of taxonomic categories and different numbers of samples considered. We introduce extensions that incorporate phylogenetic similarity among taxa and spatial or temporal distances between samples. We illustrate how FAVA can be used to describe across-individual taxonomic variability in ruminant microbiomes at different regions along the gastrointestinal tract. In a second example, a longitudinal analysis of gut microbiomes of healthy human adults taking an antibiotic, we use FAVA to quantify the increase in temporal variability of microbiomes following the antibiotic course and to measure the duration of the antibiotic's influence on microbial variability. We have implemented this tool in an R package, FAVA, which can fit easily into existing pipelines for the analysis of microbial relative abundances.
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Affiliation(s)
| | - Katherine S. Xue
- Department of Biology, Stanford University, Stanford, CA 94305 USA
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9
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Sadler RA, Shoveller AK, Shandilya UK, Charchoglyan A, Wagter-Lesperance L, Bridle BW, Mallard BA, Karrow NA. Beyond the Coagulation Cascade: Vitamin K and Its Multifaceted Impact on Human and Domesticated Animal Health. Curr Issues Mol Biol 2024; 46:7001-7031. [PMID: 39057059 PMCID: PMC11276079 DOI: 10.3390/cimb46070418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Revised: 06/27/2024] [Accepted: 06/29/2024] [Indexed: 07/28/2024] Open
Abstract
Vitamin K (VK) is an essential micronutrient impacting many systems in the body. This lipid-soluble vitamin is found in various plant and animal products and is absorbed via the lymphatic system. This biomolecule's importance to human health includes but is not limited to its promotion of brain, cardiovascular, bone, and immune functions. These biological properties are also necessary for maintaining domesticated animal health. The synergistic impact of both VK and vitamin D (VD) maximizes these health benefits, specifically for the circulatory and skeletal systems. This manuscript reviews VK's properties, molecular structures, nutrikinetics, mechanisms of action, daily requirements, safety in supplemental form, biomarkers used for its detection, and impacts on various organs. The purpose of synthesizing this information is to evaluate the potential uses of VK for the treatment or prevention of diseases.
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Affiliation(s)
- Rebecka A. Sadler
- Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada; (R.A.S.); (A.K.S.); (U.K.S.)
| | - Anna K. Shoveller
- Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada; (R.A.S.); (A.K.S.); (U.K.S.)
| | - Umesh K. Shandilya
- Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada; (R.A.S.); (A.K.S.); (U.K.S.)
| | - Armen Charchoglyan
- ImmunoCeutica Inc., Cambridge, ON N1T 1N6, Canada; (A.C.); (L.W.-L.); (B.W.B.); (B.A.M.)
- Advanced Analysis Centre, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Lauraine Wagter-Lesperance
- ImmunoCeutica Inc., Cambridge, ON N1T 1N6, Canada; (A.C.); (L.W.-L.); (B.W.B.); (B.A.M.)
- Department of Pathobiology, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Byram W. Bridle
- ImmunoCeutica Inc., Cambridge, ON N1T 1N6, Canada; (A.C.); (L.W.-L.); (B.W.B.); (B.A.M.)
- Department of Pathobiology, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Bonnie A. Mallard
- ImmunoCeutica Inc., Cambridge, ON N1T 1N6, Canada; (A.C.); (L.W.-L.); (B.W.B.); (B.A.M.)
- Department of Pathobiology, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Niel A. Karrow
- Department of Animal Biosciences, University of Guelph, Guelph, ON N1G 2W1, Canada; (R.A.S.); (A.K.S.); (U.K.S.)
- ImmunoCeutica Inc., Cambridge, ON N1T 1N6, Canada; (A.C.); (L.W.-L.); (B.W.B.); (B.A.M.)
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Zhou X, Ganz AB, Rayner A, Cheng TY, Oba H, Rolnik B, Lancaster S, Lu X, Li Y, Johnson JS, Hoyd R, Spakowicz DJ, Slavich GM, Snyder MP. Dynamic Human Gut Microbiome and Immune Shifts During an Immersive Psychosocial Therapeutic Program. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.26.600881. [PMID: 38979211 PMCID: PMC11230355 DOI: 10.1101/2024.06.26.600881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/10/2024]
Abstract
Background Depression is a leading cause of disability worldwide yet its underlying factors, particularly microbial associations, are poorly understood. Methods We examined the longitudinal interplay between the microbiome and immune system in the context of depression during an immersive psychosocial intervention. 142 multi-omics samples were collected from 52 well-characterized participants before, during, and three months after a nine-day inquiry-based stress reduction program. Results We found that depression was associated with both an increased presence of putatively pathogenic bacteria and reduced microbial beta-diversity. Following the intervention, we observed reductions in neuroinflammatory cytokines and improvements in several mental health indicators. Interestingly, participants with a Prevotella-dominant microbiome showed milder symptoms when depressed, along with a more resilient microbiome and more favorable inflammatory cytokine profile, including reduced levels of CXCL-1. Conclusions Our findings reveal a protective link between the Prevotella-dominant microbiome and depression, associated with a less inflammatory environment and moderated symptoms. These insights, coupled with observed improvements in neuroinflammatory markers and mental health from the intervention, highlight potential avenues for microbiome-targeted therapies in depression management.
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Affiliation(s)
- Xin Zhou
- Department of Genetics, Stanford University School of Medicine, CA, USA
- Stanford Center for Genomics and Personalized Medicine, Stanford university School of Medicine, CA, USA
- These authors contributed equally to the work
| | - Ariel B. Ganz
- Department of Genetics, Stanford University School of Medicine, CA, USA
- Stanford Healthcare Innovation Lab, Stanford University, CA, USA
- These authors contributed equally to the work
| | - Andre Rayner
- Department of Genetics, Stanford University School of Medicine, CA, USA
| | - Tess Yan Cheng
- Department of Genetics, Stanford University School of Medicine, CA, USA
- Department of Microbiology, College of Arts and Sciences, University of Washington, WA, USA
| | - Haley Oba
- Department of Genetics, Stanford University School of Medicine, CA, USA
| | - Benjamin Rolnik
- Department of Genetics, Stanford University School of Medicine, CA, USA
- Stanford Healthcare Innovation Lab, Stanford University, CA, USA
| | - Samuel Lancaster
- Department of Genetics, Stanford University School of Medicine, CA, USA
| | - Xinrui Lu
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Sichuan, China
| | - Yizhou Li
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, Sichuan, China
| | - Jethro S. Johnson
- Oxford Centre for Microbiome Studies, Kennedy Institute of Rheumatology, University of Oxford, Oxford, UK
| | - Rebecca Hoyd
- The Ohio State University Comprehensive Cancer Center, OH, USA
| | | | - George M. Slavich
- Department of Psychiatry and Biobehavioral Sciences, University of California, Los Angeles, CA, USA
| | - Michael P. Snyder
- Department of Genetics, Stanford University School of Medicine, CA, USA
- Stanford Center for Genomics and Personalized Medicine, Stanford university School of Medicine, CA, USA
- Stanford Healthcare Innovation Lab, Stanford University, CA, USA
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11
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Maqsood R, Holland LA, Wu LI, Begnel ER, Adhiambo J, Owiti P, Chohan BH, Gantt S, Kinuthia J, Wamalwa D, Ojee E, Richardson BA, Slyker J, Lehman DA, Lim ES. Gut virome and microbiome dynamics before and after SARS-CoV-2 infection in women living with HIV and their infants. RESEARCH SQUARE 2024:rs.3.rs-4257515. [PMID: 38699305 PMCID: PMC11065063 DOI: 10.21203/rs.3.rs-4257515/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
Microbiome perturbations can have long-term effects on health. The dynamics of the gut microbiome and virome in women living with HIV (WLHIV) and their newborn infants is poorly understood. Here, we performed metagenomic sequencing analyses on longitudinal stool samples including 23 mothers (13 WLHIV, 10 HIV-negative) and 12 infants that experienced SARS-CoV-2 infection with mild disease, as well as 40 mothers (18 WLHIV, 22 HIV-negative) and 60 infants that remained SARS-CoV-2 seronegative throughout the study follow-up. Regardless of HIV or SARS-CoV-2 status, maternal bacterial and viral profiles were distinct from infants. Using linear mixed effects models, we showed that while the microbiome alpha diversity trajectory was not significantly different between SARS-CoV-2 seropositive and seronegative women. However, seropositive women's positive trajectory while uninfected was abruptly reversed after SARS-CoV-2 infection (p = 0.015). However, gut virome signatures of women were not associated with SARS-CoV-2. Alterations in infant microbiome and virome diversities were generally not impacted by SARS-CoV-2 but were rather driven by development. We did not find statistically significant interactions between HIV and SARS-CoV-2 on the gut microbiome and virome. Overall, our study provides insights into the complex interplay between maternal and infant bacterial microbiome, virome, and the influence of SARS-CoV-2 and HIV status.
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12
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Álvarez-Santacruz C, Tyrkalska SD, Candel S. The Microbiota in Long COVID. Int J Mol Sci 2024; 25:1330. [PMID: 38279329 PMCID: PMC10816132 DOI: 10.3390/ijms25021330] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 01/19/2024] [Accepted: 01/20/2024] [Indexed: 01/28/2024] Open
Abstract
Interest in the coronavirus disease 2019 (COVID-19) has progressively decreased lately, mainly due to the great effectivity of vaccines. Furthermore, no new severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants able to circumvent the protection of these vaccines, while presenting high transmissibility and/or lethality, have appeared. However, long COVID has emerged as a huge threat to human health and economy globally. The human microbiota plays an important role in health and disease, participating in the modulation of innate and adaptive immune responses. Thus, multiple studies have found that the nasopharyngeal microbiota is altered in COVID-19 patients, with these changes associated with the onset and/or severity of the disease. Nevertheless, although dysbiosis has also been reported in long COVID patients, mainly in the gut, little is known about the possible involvement of the microbiota in the development of this disease. Therefore, in this work, we aim to fill this gap in the knowledge by discussing and comparing the most relevant studies that have been published in this field up to this point. Hence, we discuss that the relevance of long COVID has probably been underestimated, and that the available data suggest that the microbiota could be playing a pivotal role on the pathogenesis of the disease. Further research to elucidate the involvement of the microbiota in long COVID will be essential to explore new therapeutic strategies based on manipulation of the microbiota.
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Affiliation(s)
| | - Sylwia D. Tyrkalska
- Departamento de Biología Celular e Histología, Facultad de Biología, Universidad de Murcia, 30100 Murcia, Spain;
- Instituto Murciano de Investigación Biosanitaria (IMIB)-Pascual Parrilla, 30120 Murcia, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Sergio Candel
- Departamento de Biología Celular e Histología, Facultad de Biología, Universidad de Murcia, 30100 Murcia, Spain;
- Instituto Murciano de Investigación Biosanitaria (IMIB)-Pascual Parrilla, 30120 Murcia, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Instituto de Salud Carlos III, 28029 Madrid, Spain
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Maqsood R, Holland LA, Wu LI, Begnel ER, Adhiambo J, Owiti P, Chohan BH, Gantt S, Kinuthia J, Wamalwa D, Ojee E, Richardson BA, Slyker J, Lehman DA, Lim ES. Gut virome and microbiome dynamics before and after SARS-CoV-2 infection in women living with HIV and their infants. Gut Microbes 2024; 16:2394248. [PMID: 39185682 PMCID: PMC11352790 DOI: 10.1080/19490976.2024.2394248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 07/26/2024] [Accepted: 08/15/2024] [Indexed: 08/27/2024] Open
Abstract
Microbiome perturbations can have long-term effects on health. The dynamics of the gut microbiome and virome in women living with HIV (WLHIV) and their newborn infants is poorly understood. Here, we performed metagenomic sequencing analyses on longitudinal stool samples including 23 mothers (13 WLHIV, 10 HIV-negative) and 12 infants that experienced SARS-CoV-2 infection with mild disease, as well as 40 mothers (18 WLHIV, 22 HIV-negative) and 60 infants that remained SARS-CoV-2 seronegative throughout the study follow-up. Regardless of HIV or SARS-CoV-2 status, maternal bacterial and viral profiles were distinct from infants. Using linear mixed effects models, we showed that the microbiome alpha diversity trajectory was not significantly different between SARS-CoV-2 seropositive and seronegative women. However, seropositive women's positive trajectory while uninfected was abruptly reversed after SARS-CoV-2 infection (p = 0.015). Gut virome signatures of women were not associated with SARS-CoV-2. Alterations in infant microbiome and virome diversities were generally not impacted by SARS-CoV-2 but were rather driven by development. We did not find statistically significant interactions between HIV and SARS-CoV-2 on the gut microbiome and virome. Overall, our study provides insights into the complex interplay between maternal and infant bacterial microbiome, virome, and the influence of SARS-CoV-2 and HIV status.
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Affiliation(s)
- Rabia Maqsood
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - LaRinda A. Holland
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Lily I. Wu
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
| | - Emily R. Begnel
- Department of Global Health, University of Washington, Seattle, WA, USA
| | - Judith Adhiambo
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Prestone Owiti
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Bhavna H. Chohan
- Department of Global Health, University of Washington, Seattle, WA, USA
- Center of Virus Research, Kenya Medical Research Institute, Nairobi, Kenya
| | - Soren Gantt
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Centre de Recherche du CHU St-Justine, Montreal, Québec, Canada
| | - John Kinuthia
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Research and Programs, Kenyatta National Hospital, Nairobi, Kenya
| | - Dalton Wamalwa
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Ednah Ojee
- Department of Paediatrics and Child Health, University of Nairobi, Nairobi, Kenya
| | - Barbra A. Richardson
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Biostatistics, University of Washington, Seattle, WA, USA
| | - Jennifer Slyker
- Department of Global Health, University of Washington, Seattle, WA, USA
- Department of Epidemiology, University of Washington, Seattle, WA, USA
| | - Dara A. Lehman
- Department of Global Health, University of Washington, Seattle, WA, USA
- Division of Human Biology, Fred Hutchinson Cancer Research Center, Seattle, WA, USA
| | - Efrem S. Lim
- Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, Tempe, AZ, USA
- School of Life Sciences, Arizona State University, Tempe, AZ, USA
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Ge P, Luo Y, Liu J, Liu J, Wen H, Zhang G, Chen H. Eliminating COVID-19 as the immediate culprit for igniting pancreatitis. J Med Virol 2023; 95:e29272. [PMID: 38054501 DOI: 10.1002/jmv.29272] [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: 08/29/2023] [Revised: 10/24/2023] [Accepted: 11/16/2023] [Indexed: 12/07/2023]
Abstract
The impact of severe acute respiratory syndrome coronavirus 2 infection on the potential development of pancreatitis is a subject of ongoing debate within academic discourse. Establishing a causal link between COVID-19 and pancreatitis may not be fully supported by relying only on retrospective studies or case reports. This study examined the relationship between COVID-19 phenotypes and pancreatitis by Mendelian randomization (MR) method. The identification of instrumental variables (single nucleotide polymorphisms) that exhibit a robust association with the COVID-19 phenotypes was accomplished through a meticulous process of rigorous screening procedures. We included acute pancreatitis and chronic pancreatitis (CP) as the outcomes in the MR analysis, even though no definitive studies exist between COVID-19 and CP. A direct causal relationship between genetically predicted COVID-19 phenotypes and pancreatitis risk cannot be established. There is an ongoing debate over the designation of COVID-19 as a definitive cause of pancreatitis.
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Affiliation(s)
- Peng Ge
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
- Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Yalan Luo
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
- Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Jie Liu
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
- Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Jin Liu
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Haiyun Wen
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
- Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Guixin Zhang
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
- Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Hailong Chen
- Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Institute (College) of Integrative Medicine, Dalian Medical University, Dalian, China
- Laboratory of Integrative Medicine, The First Affiliated Hospital of Dalian Medical University, Dalian, China
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