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Hoang J, Gilbertson-White S, Cady N, Yadav M, Shahi S, Aguilar L, Mangalam AK, Cherwin C. Preliminary Analysis of Gut Microbiome and Gastrointestinal Symptom Burden in Breast Cancer Patients Receiving Chemotherapy Compared to Healthy Controls. Biol Res Nurs 2024; 26:219-230. [PMID: 37830211 DOI: 10.1177/10998004231205277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2023]
Abstract
BACKGROUND Alterations in the naturally occurring bacteria of the gut, known as the gastrointestinal (GI) microbiome, may influence GI symptoms in women with breast cancer. OBJECTIVE This work aims to describe GI symptom occurrence, duration, severity, and distress and measures of the GI microbiome among women with breast cancer receiving chemotherapy compared to age- and sex-matched healthy controls. INTERVENTIONS/METHODS 22 women with breast cancer receiving chemotherapy and 17 healthy control women provided stool specimens and GI symptom data using the modified Memorial Symptom Assessment Scale (MSAS). The fecal microbiome was profiled by metagenomic sequencing of 16S Ribosomal RNA (rRNA). GI microbiome was compared between groups using alpha-diversity (Observed OTU number and Shannon index), beta-diversity (UniFrac distances), and relative abundance of select genera. RESULTS GI symptoms with high symptom reports among breast cancer patients included nausea, diarrhea, flatulence, dry mouth, taste change, and poor appetite. Indices of differential abundance (beta diversity) significantly distinguished between breast cancer patients and healthy controls. Unique bacterial features differentiating the 2 groups were Prevotella_9, Akkermansia, Lachnospira, Lachnospiraceae_NK4A136, Lachnoclostridium, and Oscillibacter. CONCLUSIONS Gut bacteria are associated with GI inflammation and mucus degradation, suggesting the potential role of the GI microbiome in GI symptom burden. Understanding the influence of GI bacteria on gut health and symptoms will help harness the enormous potential of the GI microbiome as a future diagnostic and therapeutic agent to reduce the symptom burden associated with chemotherapy.
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Affiliation(s)
- Jemmie Hoang
- College of Nursing, University of Iowa, Iowa City, IA, USA
| | | | - Nicole Cady
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI, USA
| | - Meeta Yadav
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Shailesh Shahi
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Leeann Aguilar
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Ashutosh K Mangalam
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
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Adrian MA, Ayati BP, Mangalam AK. A mathematical model of Bacteroides thetaiotaomicron, Methanobrevibacter smithii, and Eubacterium rectale interactions in the human gut. Sci Rep 2023; 13:21192. [PMID: 38040895 PMCID: PMC10692322 DOI: 10.1038/s41598-023-48524-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 11/27/2023] [Indexed: 12/03/2023] Open
Abstract
The human gut microbiota is a complex ecosystem that affects a range of human physiology. In order to explore the dynamics of the human gut microbiota, we used a system of ordinary differential equations to model mathematically the biomass of three microorganism populations: Bacteroides thetaiotaomicron, Eubacterium rectale, and Methanobrevibacter smithii. Additionally, we modeled the concentrations of relevant nutrients necessary to sustain these populations over time. Our model highlights the interactions and the competition among these three species. These three microorganisms were specifically chosen due to the system's end product, butyrate, which is a short chain fatty acid that aids in developing and maintaining the intestinal barrier in the human gut. The basis of our mathematical model assumes the gut is structured such that bacteria and nutrients exit the gut at a rate proportional to its volume, the rate of volumetric flow, and the biomass or concentration of the particular population or nutrient. We performed global sensitivity analyses using Sobol' sensitivities to estimate the relative importance of model parameters on simulation results.
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Affiliation(s)
- Melissa A Adrian
- Department of Mathematics, University of Iowa, Iowa City, IA, 52242, USA.
- Department of Statistics, University of Chicago, Chicago, IL, 60637, USA.
| | - Bruce P Ayati
- Department of Mathematics, University of Iowa, Iowa City, IA, 52242, USA
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3
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Lehman PC, Ghimire S, Price JD, Ramer-Tait AE, Mangalam AK. Diet-microbiome-immune interplay in multiple sclerosis: Understanding the impact of phytoestrogen metabolizing gut bacteria. Eur J Immunol 2023; 53:e2250236. [PMID: 37673213 DOI: 10.1002/eji.202250236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 07/19/2023] [Accepted: 09/05/2023] [Indexed: 09/08/2023]
Abstract
Multiple sclerosis (MS) is a chronic and progressive autoimmune disease of the central nervous system (CNS), with both genetic and environmental factors contributing to the pathobiology of the disease. Although HLA genes have emerged as the strongest genetic factor linked to MS, consensus on the environmental risk factors is lacking. Recently, the gut microbiota has garnered increasing attention as a potential environmental factor in MS, as mounting evidence suggests that individuals with MS exhibit microbial dysbiosis (changes in the gut microbiome). Thus, there has been a strong emphasis on understanding the role of the gut microbiome in the pathobiology of MS, specifically, factors regulating the gut microbiota and the mechanism(s) through which gut microbes may contribute to MS. Among all factors, diet has emerged to have the strongest influence on the composition and function of gut microbiota. As MS patients lack gut bacteria capable of metabolizing dietary phytoestrogen, we will specifically discuss the role of a phytoestrogen diet and phytoestrogen metabolizing gut bacteria in the pathobiology of MS. A better understanding of these mechanisms will help to harness the enormous potential of the gut microbiota as potential therapeutics to treat MS and other autoimmune diseases.
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Affiliation(s)
- Peter C Lehman
- Department of Pathology, University of Iowa, Iowa City, IA, USA
- Department of Pathology Graduate Program, University of Iowa, Iowa City, IA, USA
| | - Sudeep Ghimire
- Department of Pathology, University of Iowa, Iowa City, IA, USA
| | - Jeffrey D Price
- Department of Food Science and Technology, University of Nebraska-Lincoln, Lincoln, NE, USA
- Nebraska Food for Health Center, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Amanda E Ramer-Tait
- Department of Food Science and Technology, University of Nebraska-Lincoln, Lincoln, NE, USA
- Nebraska Food for Health Center, University of Nebraska-Lincoln, Lincoln, NE, USA
| | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA, USA
- Department of Pathology Graduate Program, University of Iowa, Iowa City, IA, USA
- Graduate Program in Immunology, University of Iowa, Iowa City, IA, USA
- Iowa City VA Healthcare System, Iowa City, IA, USA
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Rashid F, Ghimire S, Mangalam AK, Giri S. A UPLC-MS/MS Based Rapid, Sensitive, and Non-Enzymatic Methodology for Quantitation of Dietary Isoflavones in Biological Fluids. Molecules 2023; 28:6729. [PMID: 37764503 PMCID: PMC10534480 DOI: 10.3390/molecules28186729] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 09/10/2023] [Accepted: 09/19/2023] [Indexed: 09/29/2023] Open
Abstract
Dietary isoflavones, a type of phytoestrogens, have gained importance owing to their health-promoting benefits. However, the beneficial effects of isoflavones are mediated by smaller metabolites produced with the help of gut bacteria that are known to metabolize these phytoestrogenic compounds into Daidzein and Genistein and biologically active molecules such as S-Equol. Identifying and measuring these phytoestrogens and their metabolites is an important step towards understanding the significance of diet and gut microbiota in human health and diseases. We have overcome the reported difficulties in quantitation of these isoflavones and developed a simplified, sensitive, non-enzymatic, and sulfatases-free extraction methodology. We have subsequently used this method to quantify these metabolites in the urine of mice using UPLC-MS/MS. The extraction and quantitation method was validated for precision, linearity, accuracy, recoveries, limit of detection (LOD), and limit of quantification (LOQ). Linear calibration curves for Daidzein, Genistein, and S-Equol were set up by performing linear regression analysis and checked using the correlation coefficient (r2 > 0.995). LOQs for Daidzein, Genistein, and S-Equol were 2, 4, and 2 ng/mL, respectively. This UPLC-MS/MS swift method is suitable for quantifying isoflavones and the microbial-derived metabolite S-Equol in mice urine and is particularly useful for large numbers of samples.
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Affiliation(s)
- Faraz Rashid
- Department of Neurology, Henry Ford Health, Detroit, MI 48202, USA;
| | - Sudeep Ghimire
- Department of Pathology, University of Iowa, Iowa City, IA 52242, USA;
| | | | - Shailendra Giri
- Department of Neurology, Henry Ford Health, Detroit, MI 48202, USA;
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Shrode RL, Ollberding NJ, Mangalam AK. Looking at the Full Picture: Utilizing Topic Modeling to Determine Disease-Associated Microbiome Communities. bioRxiv 2023:2023.07.21.549984. [PMID: 37546903 PMCID: PMC10401927 DOI: 10.1101/2023.07.21.549984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/08/2023]
Abstract
The microbiome is a complex micro-ecosystem that provides the host with pathogen defense, food metabolism, and other vital processes. Alterations of the microbiome (dysbiosis) have been linked with a number of diseases such as cancers, multiple sclerosis (MS), Alzheimer's disease, etc. Generally, differential abundance testing between the healthy and patient groups is performed to identify important bacteria (enriched or depleted in one group). However, simply providing a singular species of bacteria to an individual lacking that species for health improvement has not been as successful as fecal matter transplant (FMT) therapy. Interestingly, FMT therapy transfers the entire gut microbiome of a healthy (or mixture of) individual to an individual with a disease. FMTs do, however, have limited success, possibly due to concerns that not all bacteria in the community may be responsible for the healthy phenotype. Therefore, it is important to identify the community of microorganisms linked to the health as well as the disease state of the host. Here we applied topic modeling, a natural language processing tool, to assess latent interactions occurring among microbes; thus, providing a representation of the community of bacteria relevant to healthy vs. disease state. Specifically, we utilized our previously published data that studied the gut microbiome of patients with relapsing-remitting MS (RRMS), a neurodegenerative autoimmune disease that has been linked to a variety of factors, including a dysbiotic gut microbiome. With topic modeling we identified communities of bacteria associated with RRMS, including genera previously discovered, but also other taxa that would have been overlooked simply with differential abundance testing. Our work shows that topic modeling can be a useful tool for analyzing the microbiome in dysbiosis and that it could be considered along with the commonly utilized differential abundance tests to better understand the role of the gut microbiome in health and disease.
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Affiliation(s)
- Rachel L. Shrode
- Department of Informatics, University of Iowa, Iowa City, IA, 52242, USA
- College of Dentistry, University of Iowa, Iowa City, IA, 52242, USA
| | - Nicholas J. Ollberding
- Division of Biostatistics and Epidemiology; Cincinnati Children’s Hospital Medical Center; Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio, 45267, USA
| | - Ashutosh K. Mangalam
- Department of Informatics, University of Iowa, Iowa City, IA, 52242, USA
- College of Dentistry, University of Iowa, Iowa City, IA, 52242, USA
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA
- University of Iowa, 25 S Grand Ave, 1080-ML, Iowa City, IA, 52246, USA
- Clinician Scientist, Iowa City VA Health Care System, 601 US-6 W, Iowa City, IA 52246, USA
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Mendoza-León MJ, Mangalam AK, Regaldiz A, González-Madrid E, Rangel-Ramírez MA, Álvarez-Mardonez O, Vallejos OP, Méndez C, Bueno SM, Melo-González F, Duarte Y, Opazo MC, Kalergis AM, Riedel CA. Gut microbiota short-chain fatty acids and their impact on the host thyroid function and diseases. Front Endocrinol (Lausanne) 2023; 14:1192216. [PMID: 37455925 PMCID: PMC10349397 DOI: 10.3389/fendo.2023.1192216] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 05/23/2023] [Indexed: 07/18/2023] Open
Abstract
Thyroid disorders are clinically characterized by alterations of L-3,5,3',5'-tetraiodothyronine (T4), L-3,5,3'-triiodothyronine (T3), and/or thyroid-stimulating hormone (TSH) levels in the blood. The most frequent thyroid disorders are hypothyroidism, hyperthyroidism, and hypothyroxinemia. These conditions affect cell differentiation, function, and metabolism. It has been reported that 40% of the world's population suffers from some type of thyroid disorder and that several factors increase susceptibility to these diseases. Among them are iodine intake, environmental contamination, smoking, certain drugs, and genetic factors. Recently, the intestinal microbiota, composed of more than trillions of microbes, has emerged as a critical player in human health, and dysbiosis has been linked to thyroid diseases. The intestinal microbiota can affect host physiology by producing metabolites derived from dietary fiber, such as short-chain fatty acids (SCFAs). SCFAs have local actions in the intestine and can affect the central nervous system and immune system. Modulation of SCFAs-producing bacteria has also been connected to metabolic diseases, such as obesity and diabetes. In this review, we discuss how alterations in the production of SCFAs due to dysbiosis in patients could be related to thyroid disorders. The studies reviewed here may be of significant interest to endocrinology researchers and medical practitioners.
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Affiliation(s)
- María José Mendoza-León
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | | | - Alejandro Regaldiz
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
- Facultad de Medicina Veterinaria y Agronomía, Instituto de Ciencias Naturales, Universidad de las Américas, Santiago, Chile
| | - Enrique González-Madrid
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Ma. Andreina Rangel-Ramírez
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Oscar Álvarez-Mardonez
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Omar P. Vallejos
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
- Millennium Institute of Immunology and Immunotherapy, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Constanza Méndez
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
- Millennium Institute of Immunology and Immunotherapy, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Susan M. Bueno
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
- Millennium Institute of Immunology and Immunotherapy, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Felipe Melo-González
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
| | - Yorley Duarte
- Center for Bioinformatics and Integrative Biology, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
| | - Ma. Cecilia Opazo
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
- Facultad de Medicina Veterinaria y Agronomía, Instituto de Ciencias Naturales, Universidad de las Américas, Santiago, Chile
| | - Alexis M. Kalergis
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
- Millennium Institute of Immunology and Immunotherapy, Departamento de Genética Molecular y Microbiología, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Departamento de Endocrinología, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Claudia A. Riedel
- Departamento de Ciencias Biológicas, Facultad de Ciencias de la Vida, Universidad Andrés Bello, Santiago, Chile
- Millennium Institute on Immunology and Immunotherapy, Santiago, Chile
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Lehman P, Cady N, Ghimire S, Shahi SK, Shrode RL, Lehmler HJ, Mangalam AK. Low-dose glyphosate exposure alters gut microbiota composition and modulates gut homeostasis. Environ Toxicol Pharmacol 2023; 100:104149. [PMID: 37196884 DOI: 10.1016/j.etap.2023.104149] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 05/11/2023] [Accepted: 05/13/2023] [Indexed: 05/19/2023]
Abstract
The widespread use of glyphosate, a broad-spectrum herbicide, has resulted in significant human exposure, and recent studies have challenged the notion that glyphosate is safe for humans. Although the link between disease states and glyphosate exposure is increasingly appreciated, the mechanistic links between glyphosate and its toxic effects on human health are poorly understood. Recent studies have suggested that glyphosate may cause toxicity through modulation of the gut microbiome, but evidence for glyphosate-induced gut dysbiosis and its effect on host physiology at doses approximating the U.S. Acceptable Daily Intake (ADI = 1.75mg/kg body weight) is limited. Here, utilizing shotgun metagenomic sequencing of fecal samples from C57BL/6J mice, we show that glyphosate exposure at doses approximating the U.S. ADI significantly impacts gut microbiota composition. These gut microbial alterations were associated with effects on gut homeostasis characterized by increased proinflammatory CD4+IL17A+ T cells and Lipocalin-2, a known marker of intestinal inflammation. DATA AVAILABILITY: The shotgun metagenomic sequences are deposited in NCBI under BioProject PRJNA880821. All other data needed to evaluate the conclusions in the manuscript are present in the manuscript and/or the Supplementary Materials.
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Affiliation(s)
- Peter Lehman
- Department of Pathology, University of Iowa, Iowa City, USA; Graduate Program in Pathology, University of Iowa, Iowa City, USA
| | - Nicole Cady
- Program in Biomedical Sciences, Rackham Graduate School, University of Michigan, Ann Arbor, MI, USA
| | - Sudeep Ghimire
- Department of Pathology, University of Iowa, Iowa City, USA
| | | | - Rachel L Shrode
- Informatics Graduate Program, University of Iowa, Iowa City, IA, USA
| | - Hans-Joachim Lehmler
- Department of Occupational and Environmental Health, University of Iowa, Iowa City, USA
| | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa, Iowa City, USA; Graduate Program in Pathology, University of Iowa, Iowa City, USA; Department of Occupational and Environmental Health, University of Iowa, Iowa City, USA; Immunology Graduate Program. University of Iowa, Iowa City, USA.
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Peterson SR, Ali S, Shrode RL, Mangalam AK. Effect of a Fructose-Rich Diet on Gut Microbiota and Immunomodulation: Potential Factors for Multiple Sclerosis. Immunohorizons 2023; 7:213-227. [PMID: 36939622 DOI: 10.4049/immunohorizons.2300008] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 02/22/2023] [Indexed: 03/21/2023] Open
Abstract
Multiple sclerosis (MS) is an autoimmune demyelinating disease of the CNS that is linked with both genetic and environmental factors. A Western-style diet rich in fat and simple sugars is hypothesized as a potential factor contributing to the increased incidence of inflammatory autoimmune diseases, such as MS, in developed countries. Although the adverse effects of a high-fat diet in MS have been studied extensively, the effect of a fructose-rich diet (FRD) on MS etiology is unknown. We hypothesized that an FRD will alter the gut microbiome, influence immune populations, and negatively impact disease in experimental autoimmune encephalomyelitis (EAE), an animal model of MS. To test this, we fed C57BL/6 mice either an FRD or normal feed for 4 or 12 wk and analyzed the effect of an FRD on gut microbiota, immune populations, and EAE. An FRD significantly influenced the gut microbiota, with reduced abundance of beneficial bacteria and enrichment of potentially proinflammatory bacteria. We also observed immune modulation in the gut and periphery. Of particular interest was a population of Helios-RORγt+Foxp3+CD4+ T cells that was enriched in the small intestine lamina propria of FRD-fed mice. However, despite gut microbiota and immune modulations, we observed only a subtle effect of an FRD on EAE severity. Overall, our data suggest that in C57Bl6/J mice, an FRD modulates the gut microbiota and immune system without significantly impacting myelin oligodendrocyte glycoprotein 35-55/CFA-induced EAE.
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Affiliation(s)
| | - Soham Ali
- Carver College of Medicine, University of Iowa, Iowa City, IA
| | - Rachel L Shrode
- Informatics Graduate Program, University of Iowa, Iowa City, IA
| | - Ashutosh K Mangalam
- Immunology Graduate Program, University of Iowa, Iowa City, IA
- Informatics Graduate Program, University of Iowa, Iowa City, IA
- Department of Pathology, University of Iowa Hospitals and Clinics, Iowa City
- Iowa City VA Health System, Iowa City, IA
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Shrode RL, Knobbe JE, Cady N, Yadav M, Hoang J, Cherwin C, Curry M, Garje R, Vikas P, Sugg S, Phadke S, Filardo E, Mangalam AK. Breast cancer patients from the Midwest region of the United States have reduced levels of short-chain fatty acid-producing gut bacteria. Sci Rep 2023; 13:526. [PMID: 36631533 PMCID: PMC9834383 DOI: 10.1038/s41598-023-27436-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 01/02/2023] [Indexed: 01/13/2023] Open
Abstract
As geographical location can impact the gut microbiome, it is important to study region-specific microbiome signatures of various diseases. Therefore, we profiled the gut microbiome of breast cancer (BC) patients of the Midwestern region of the United States. The bacterial component of the gut microbiome was profiled utilizing 16S ribosomal RNA sequencing. Additionally, a gene pathway analysis was performed to assess the functional capabilities of the bacterial microbiome. Alpha diversity was not significantly different between BC and healthy controls (HC), however beta diversity revealed distinct clustering between the two groups at the species and genera level. Wilcoxon Rank Sum test revealed modulation of several gut bacteria in BC specifically reduced abundance of those linked with beneficial effects such as Faecalibacterium prausnitzii. Machine learning analysis confirmed the significance of several of the modulated bacteria found by the univariate analysis. The functional analysis showed a decreased abundance of SCFA (propionate) production in BC compared to HC. In conclusion, we observed gut dysbiosis in BC with the depletion of SCFA-producing gut bacteria suggesting their role in the pathobiology of breast cancer. Mechanistic understanding of gut bacterial dysbiosis in breast cancer could lead to refined prevention and treatment.
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Affiliation(s)
- Rachel L. Shrode
- grid.214572.70000 0004 1936 8294Department of Informatics, University of Iowa, Iowa City, IA 52242 USA
| | - Jessica E. Knobbe
- grid.214572.70000 0004 1936 8294Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA 52242 USA ,grid.214572.70000 0004 1936 8294Stead Family Department of Pediatrics, University of Iowa, Iowa City, IA 52242 USA ,grid.214572.70000 0004 1936 8294Medical Scientist Training Program, Carver College of Medicine, University of Iowa, Iowa City, IA 52242 USA
| | - Nicole Cady
- grid.214572.70000 0004 1936 8294Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA 52242 USA ,grid.214458.e0000000086837370Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI 48109 USA
| | - Meeta Yadav
- grid.214572.70000 0004 1936 8294Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA 52242 USA ,grid.214572.70000 0004 1936 8294College of Dentistry, University of Iowa, Iowa City, IA 52242 USA
| | - Jemmie Hoang
- grid.214572.70000 0004 1936 8294College of Nursing, University of Iowa, Iowa City, IA 52242 USA
| | - Catherine Cherwin
- grid.214572.70000 0004 1936 8294College of Nursing, University of Iowa, Iowa City, IA 52242 USA
| | - Melissa Curry
- grid.412584.e0000 0004 0434 9816Holden Comprehensive Cancer Center, University of Iowa Hospital and Clinics, Iowa City, IA 52242 USA
| | - Rohan Garje
- grid.214572.70000 0004 1936 8294Department of Internal Medicine, University of Iowa, Iowa City, IA 52242 USA
| | - Praveen Vikas
- grid.214572.70000 0004 1936 8294Department of Internal Medicine, University of Iowa, Iowa City, IA 52242 USA
| | - Sonia Sugg
- grid.214572.70000 0004 1936 8294Department of Surgery, University of Iowa, Iowa City, IA 52242 USA
| | - Sneha Phadke
- grid.214572.70000 0004 1936 8294Division of Hematology, Oncology, and Blood and Marrow Transplantation, Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242 USA
| | | | - Ashutosh K. Mangalam
- grid.214572.70000 0004 1936 8294Department of Informatics, University of Iowa, Iowa City, IA 52242 USA ,grid.214572.70000 0004 1936 8294Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA 52242 USA ,grid.214572.70000 0004 1936 8294Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA 52242 USA ,grid.214572.70000 0004 1936 8294College of Dentistry, University of Iowa, Iowa City, IA 52242 USA ,grid.214572.70000 0004 1936 8294University of Iowa, 25 S Grand Ave, 1080-ML, Iowa City, IA 52246 USA
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Shrode RL, Cady N, Jensen SN, Borcherding N, Mangalam AK. Isoflavone consumption reduces inflammation through modulation of phenylalanine and lipid metabolism. Metabolomics 2022; 18:84. [PMID: 36289122 PMCID: PMC10148689 DOI: 10.1007/s11306-022-01944-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Accepted: 10/11/2022] [Indexed: 12/29/2022]
Abstract
INTRODUCTION Phytoestrogens found in soy, fruits, peanuts, and other legumes, have been identified as metabolites capable of providing beneficial effects in multiple pathological conditions due to their ability to mimic endogenous estrogen. Interestingly, the health-promoting effects of some phytoestrogens, such as isoflavones, are dependent on the presence of specific gut bacteria. Specifically, gut bacteria can metabolize isoflavones into equol, which has a higher affinity for endogenous estrogen receptors compared to dietary isoflavones. We have previously shown that patients with multiple sclerosis (MS), a neuroinflammatory disease, lack gut bacteria that are able to metabolize phytoestrogen. Further, we have validated the importance of both isoflavones and phytoestrogen-metabolizing gut bacteria in disease protection utilizing an animal model of MS. Specifically, we have shown that an isoflavone-rich diet can protect from neuroinflammatory diseases, and that protection was dependent on the ability of gut bacteria to metabolize isoflavones into equol. Additionally, mice on a diet with isoflavones showed an anti-inflammatory response compared to the mice on a diet lacking isoflavones. However, it is unknown how isoflavones and/or equol mediates their protective effects, especially their effects on host metabolite levels. OBJECTIVES In this study, we utilized untargeted metabolomics to identify metabolites found in plasma that were modulated by the presence of dietary isoflavones. RESULTS We found that the consumption of isoflavones increased anti-inflammatory monounsaturated fatty acids and beneficial polyunsaturated fatty acids while reducing pro-inflammatory glycerophospholipids, sphingolipids, phenylalanine metabolism, and arachidonic acid derivatives. CONCLUSION Isoflavone consumption alters the systemic metabolic landscape through concurrent increases in monounsaturated fatty acids and beneficial polyunsaturated fatty acids plus reduction in pro-inflammatory metabolites and pathways. This highlights a potential mechanism by which an isoflavone diet may modulate immune-mediated disease.
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Affiliation(s)
- Rachel L Shrode
- Department of Informatics, University of Iowa, Iowa City, IA, 52242, USA
| | - Nicole Cady
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Samantha N Jensen
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, 52242, USA
- Division of Gastroenterology, Joan and Sanford I. Weill Department of Medicine, Weill Cornell Medicine, Cornell University, New York, NY, USA
- Jill Roberts Institute for Research in Inflammatory Bowel Disease, Weill Cornell Medicine, Cornell University, New York, NY, USA
| | - Nicholas Borcherding
- Department of Pathology and Immunology, School of Medicine, Washington University, St. Louis, MO, 63110, USA
| | - Ashutosh K Mangalam
- Department of Informatics, University of Iowa, Iowa City, IA, 52242, USA.
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA.
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, 52242, USA.
- Iowa Institute for Oral Health Research, College of Dentistry, University of Iowa, Iowa City, IA, 52242, USA.
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11
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Shahi SK, Ghimire S, Lehman P, Mangalam AK. Obesity induced gut dysbiosis contributes to disease severity in an animal model of multiple sclerosis. Front Immunol 2022; 13:966417. [PMID: 36164343 PMCID: PMC9509138 DOI: 10.3389/fimmu.2022.966417] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 08/08/2022] [Indexed: 01/28/2023] Open
Abstract
Background Multiple sclerosis (MS) is an inflammatory and demyelinating disease of the CNS. The etiology of MS is complex, and results from the interaction of multiple environmental and genetic factors. Although human leukocyte antigen-HLA alleles such as HLA-DR2 and -DR3 are considered the strongest genetic factors, the environmental factors responsible for disease predisposition are not well understood. Recently, diet and gut microbiota have emerged as an important environmental factors linked to the increased incidence of MS. Especially, western diets rich in protein and fat have been linked to the increased incidence of obesity. Numerous clinical data indicate a role of obesity and gut microbiota in MS; however, the mechanistic link between gut microbiota and obesity in the pathobiology of MS remains unclear. The present study determines the mechanisms driving MS severity in the context of obesity utilizing a high-fat diet (HFD) induced obese HLA-DR3 class-II transgenic mouse model of MS. Methods HLA-DR3 transgenic mice were kept on a standard HFD diet or Normal Chow (NC) for eight weeks. Gut microbiota composition and functional analysis were performed from the fecal DNA of mice. Experimental autoimmune encephalomyelitis-EAE (an animal model of MS) was induced by immunization with the proteolipid protein-PLP91-110 peptide in complete Freud's Adjuvant (CFA) and pertussis toxin. Results We observed that HFD-induced obesity caused gut dysbiosis and severe disease compared to mice on NC. Amelioration of disease severity in mice depleted of gut microbiota suggested an important role of gut bacteria in severe EAE in obese mice. Fecal microbiota analysis in HFD mice shows gut microbiota alterations with an increase in the abundance of Proteobacteria and Desulfovibrionaceae bacteria and modulation of various bacterial metabolic pathways including bacterial hydrogen sulfide biosynthetic pathways. Finally, mice on HFD showed increased gut permeability and systemic inflammation suggesting a role gut barrier modulation in obesity induced disease severity. Conclusions This study provides evidence for the involvement of the gut microbiome and associated metabolic pathways plus gut permeability in obesity-induced modulation of EAE disease severity. A better understanding of the same will be helpful to identify novel therapeutic targets to reduce disease severity in obese MS patients.
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Affiliation(s)
- Shailesh K. Shahi
- Department of Pathology, University of Iowa, Iowa City, IA, United States,*Correspondence: Ashutosh K. Mangalam, ; Shailesh K. Shahi,
| | - Sudeep Ghimire
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Peter Lehman
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Ashutosh K. Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA, United States,Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States,Graduate Program in Molecular Medicine, University of Iowa, Iowa City, IA, United States,*Correspondence: Ashutosh K. Mangalam, ; Shailesh K. Shahi,
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Shahi SK, Yadav M, Ghimire S, Mangalam AK. Role of the gut microbiome in multiple sclerosis: From etiology to therapeutics. Int Rev Neurobiol 2022; 167:185-215. [PMID: 36427955 DOI: 10.1016/bs.irn.2022.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Multiple sclerosis (MS) is a chronic inflammatory disease of the CNS that affects around one million people in the United States. Predisposition or protection from this disease is linked with both genetic and environmental factors. In recent years, gut microbiome has emerged as an important environmental factor in the pathobiology of MS. The gut microbiome supports various physiologic functions, including the development and maintenance of the host immune system, the perturbation of which is known as dysbiosis and has been linked with multiple diseases including MS. We and others have shown that people with MS (PwMS) have gut dysbiosis that is characterized by specific gut bacteria being enriched or depleted. Consequently, there is an emphasis on determining the mechanism(s) through which gut bacteria and/or their metabolites alter the course of MS through their ability to provide protection, predispose individuals, or promote disease progression. Improving our understanding of these mechanisms will allow us to harness the enormous potential of the gut microbiome as a diagnostic and/or therapeutic agent. In this chapter, we will discuss current advances in microbiome research in the context of MS, including a review of specific bacteria that are currently linked with this disease, potential mechanisms of disease pathogenesis, and the utility of microbiome-based therapy for PwMS.
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Affiliation(s)
- Shailesh K Shahi
- Department of Pathology, University of Iowa, Iowa City, IA, United States; Iowa City VA Health System, Iowa City, IA, United States
| | - Meeta Yadav
- Department of Pathology, University of Iowa, Iowa City, IA, United States; Iowa City VA Health System, Iowa City, IA, United States
| | - Sudeep Ghimire
- Department of Pathology, University of Iowa, Iowa City, IA, United States; Iowa City VA Health System, Iowa City, IA, United States
| | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA, United States; Iowa City VA Health System, Iowa City, IA, United States.
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Zahoor I, Suhail H, Datta I, Ahmed ME, Poisson LM, Waters J, Rashid F, Bin R, Singh J, Cerghet M, Kumar A, Hoda MN, Rattan R, Mangalam AK, Giri S. Blood-based untargeted metabolomics in relapsing-remitting multiple sclerosis revealed the testable therapeutic target. Proc Natl Acad Sci U S A 2022; 119:e2123265119. [PMID: 35700359 PMCID: PMC9231486 DOI: 10.1073/pnas.2123265119] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 04/06/2022] [Indexed: 02/06/2023] Open
Abstract
Metabolic aberrations impact the pathogenesis of multiple sclerosis (MS) and possibly can provide clues for new treatment strategies. Using untargeted metabolomics, we measured serum metabolites from 35 patients with relapsing-remitting multiple sclerosis (RRMS) and 14 healthy age-matched controls. Of 632 known metabolites detected, 60 were significantly altered in RRMS. Bioinformatics analysis identified an altered metabotype in patients with RRMS, represented by four changed metabolic pathways of glycerophospholipid, citrate cycle, sphingolipid, and pyruvate metabolism. Interestingly, the common upstream metabolic pathway feeding these four pathways is the glycolysis pathway. Real-time bioenergetic analysis of the patient-derived peripheral blood mononuclear cells showed enhanced glycolysis, supporting the altered metabolic state of immune cells. Experimental autoimmune encephalomyelitis mice treated with the glycolytic inhibitor 2-deoxy-D-glucose ameliorated the disease progression and inhibited the disease pathology significantly by promoting the antiinflammatory phenotype of monocytes/macrophage in the central nervous system. Our study provided a proof of principle for how a blood-based metabolomic approach using patient samples could lead to the identification of a therapeutic target for developing potential therapy.
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Affiliation(s)
- Insha Zahoor
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
| | - Hamid Suhail
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
| | - Indrani Datta
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI 48202
| | | | - Laila M. Poisson
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI 48202
| | - Jeffrey Waters
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
| | - Faraz Rashid
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
| | - Rui Bin
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
| | - Jaspreet Singh
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
| | - Mirela Cerghet
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
| | - Ashok Kumar
- Department of Anatomy and Cell Biology, School of Medicine, Wayne State University, Detroit, MI 48202
| | - Md Nasrul Hoda
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
| | - Ramandeep Rattan
- Women’s Health Services, Henry Ford Health System, Detroit, MI 48202
| | - Ashutosh K. Mangalam
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, IA 5224
| | - Shailendra Giri
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
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Peterson SR, Jensen S, Dencklau D, Mangalam AK. Gut bacteria-derived isoflavone metabolites ameliorate experimental autoimmune encephalomyelitis (EAE) through estrogen receptor engagement. The Journal of Immunology 2022. [DOI: 10.4049/jimmunol.208.supp.60.09] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Multiple sclerosis (MS) is an autoimmune demyelinating disease of the central nervous system which may be influenced by gut bacteria-produced metabolites. We have shown that isoflavone-metabolizing bacteria are less abundant in MS patients as compared to healthy individuals and loss of these bacteria leads to increased disease severity in experimental autoimmune encephalomyelitis (EAE), a mouse model of MS. Isoflavone metabolites can modulate the immune response through binding to estrogen receptors α and β (ERα and ERβ). Thus, we aim to investigate the role of ERα and ERβ in isoflavone-mediated disease protection in EAE by determining ER expression on immune and intestinal epithelial cells as well as receptor specificity for isoflavone-mediated protection in EAE. We hypothesize that isoflavone metabolites induce an anti-inflammatory state via engagement of ERs and that reduction/absence of these molecules may predispose patients to MS development and/or severity. To test this, we administered an isoflavone-containing diet to mice and induced EAE. Mice fed an isoflavone-containing diet developed milder disease than mice fed an isoflavone-free diet while also exhibiting higher expression of ERα, but not ERβ, in the gut. Surprisingly, there was no change in ERβ expression in splenic CD4+ or CD8+ T-cells of mice fed an isoflavone-free versus an isoflavone-containing diet. Mice administered equol also exhibited milder disease than controls. Ongoing experiments using chemical or genetic inhibition of ERα and ERβ signaling will determine the role of these receptors in EAE disease amelioration. Our results suggest that bacterial metabolism of isoflavones leads to EAE disease suppression through utilization of estrogen receptors.
Supported by grants from NIH (T32AI007485, 1R01AI137075-01) and a generous gift from Margaret Heppelmann and Michael Wacek.
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Affiliation(s)
| | - Samantha Jensen
- 2JRI; Microbiology and Immunology, Weill Cornell Medical College
| | - Dalton Dencklau
- 3Biomedical Scholars Undergraduate Research Program, University of Iowa
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Shahi SK, Ali S, Lehman P, Ghimire S, Guseva NV, Mangalam AK. HLA Class II Polymorphisms Influence Gut Microbiota Composition and Modulate Disease in Transgenic Mice Model of Multiple Sclerosis. The Journal of Immunology 2022. [DOI: 10.4049/jimmunol.208.supp.158.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Multiple sclerosis (MS) is an inflammatory, demyelinating disease of the central nervous system with unknown etiology. The interaction of both genetic and environmental factors plays an important role in MS pathogenesis. Recently, gut microbiota has emerged as a potential environmental factor in MS pathology due to its ability to modulate host immune response. Yet, it is unknown whether genetic factors, such as HLA class II gene(s), can influence gut microbiota which then can modulate MS through regulation of the host immune response. In the present study, we investigated the involvement of gut microbiota in HLA class II genes mediated susceptibility and resistance to MS/experimental autoimmune encephalomyelitis-EAE (an animal model of MS). Previously, we showed that HLA-DR3 transgenic mice lacking endogenous mouse class II genes (AE-KO) were susceptible to proteolipid protein-PLP91–110 induced EAE, whereas AE-KO.HLA-DQ8 transgenic mice were resistant to PLP91–110. Surprisingly, HLA-DR3.DQ8 double transgenic mice showed increased EAE severity compared with HLA-DR3 mice. Distinct microbiota in HLA-DR3, HLA-DQ8, and HLA-DR3.DQ8 transgenic mice compared to AE-KO mice suggested an important role of HLA class-II gene in shaping the gut microbiota composition. We also observed that gut microbiota of HLA-DQ8 mice was more similar to HLA-DR3.DQ8 than HLA-DR3. As the presence of HLA-DQ8 on an HLA-DR3 background increases disease severity, our data suggest that HLA-DQ8 restricted microbiota may contribute to disease severity in HLA-DR3.DQ8 mice. Altogether, our study provides evidence that the HLA-DR and -DQ genes linked to specific gut microbiota may contribute to EAE susceptibility or resistance in a transgenic animal model of MS.
The authors acknowledge funding from the National Multiple Sclerosis Society (RG 5138A1/1T), NIAID/NIH (1R01AI137075-01), a Carver Trust Medical Research Initiative Grant, and the University of Iowa Environmental Health Sciences Research Center, NIEHS/NIH (P30 ES005605). SA was supported by the Emory Warner Fellowship, which provides medical students at the Carver College of Medicine the opportunity to take a full year out of their medical school curriculum to work in a laboratory in the University of Iowa Department of Pathology.
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Affiliation(s)
| | - Soham Ali
- 1Department of Pathology, University of Iowa
- 2Carver College of Medicine, University of Iowa
| | | | | | | | - Ashutosh K Mangalam
- 3Graduate Program in Immunology, University of Iowa
- 4Graduate Program in Molecular Medicine, University of Iowa
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16
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Yadav M, Ali S, Shrode RL, Shahi SK, Jensen SN, Hoang J, Cassidy S, Olalde H, Guseva N, Paullus M, Cherwin C, Wang K, Cho T, Kamholz J, Mangalam AK. Multiple sclerosis patients have an altered gut mycobiome and increased fungal to bacterial richness. PLoS One 2022; 17:e0264556. [PMID: 35472144 PMCID: PMC9041819 DOI: 10.1371/journal.pone.0264556] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 02/13/2022] [Indexed: 12/13/2022] Open
Abstract
Trillions of microbes such as bacteria, fungi, and viruses exist in the healthy human gut microbiome. Although gut bacterial dysbiosis has been extensively studied in multiple sclerosis (MS), the significance of the fungal microbiome (mycobiome) is an understudied and neglected part of the intestinal microbiome in MS. The aim of this study was to characterize the gut mycobiome of patients with relapsing-remitting multiple sclerosis (RRMS), compare it to healthy controls, and examine its association with changes in the bacterial microbiome. We characterized and compared the mycobiome of 20 RRMS patients and 33 healthy controls (HC) using Internal Transcribed Spacer 2 (ITS2) and compared mycobiome interactions with the bacterial microbiome using 16S rRNA sequencing. Our results demonstrate an altered mycobiome in RRMS patients compared with HC. RRMS patients showed an increased abundance of Basidiomycota and decreased Ascomycota at the phylum level with an increased abundance of Candida and Epicoccum genera along with a decreased abundance of Saccharomyces compared to HC. We also observed an increased ITS2/16S ratio, altered fungal and bacterial associations, and altered fungal functional profiles in MS patients compared to HC. This study demonstrates that RRMS patients had a distinct mycobiome with associated changes in the bacterial microbiome compared to HC. There is an increased fungal to bacterial ratio as well as more diverse fungal-bacterial interactions in RRMS patients compared to HC. Our study is the first step towards future studies in delineating the mechanisms through which the fungal microbiome can influence MS disease.
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Affiliation(s)
- Meeta Yadav
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, United States of America
- University of Iowa College of Dentistry, Iowa City, IA, United States of America
| | - Soham Ali
- Carver College of Medicine, University of Iowa, Iowa City, IA, United States of America
| | - Rachel L. Shrode
- Informatics Graduate Program, University of Iowa, Iowa City, IA, United States of America
| | - Shailesh K. Shahi
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, United States of America
| | - Samantha N. Jensen
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, United States of America
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States of America
| | - Jemmie Hoang
- College of Nursing University of Iowa, Iowa City, IA, United States of America
| | - Samuel Cassidy
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA, United States of America
| | - Heena Olalde
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA, United States of America
| | - Natalya Guseva
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, United States of America
| | - Mishelle Paullus
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA, United States of America
| | - Catherine Cherwin
- College of Nursing University of Iowa, Iowa City, IA, United States of America
| | - Kai Wang
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa City, IA, United States of America
| | - Tracey Cho
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA, United States of America
| | - John Kamholz
- Department of Neurology, University of Iowa Hospitals and Clinics, Iowa City, IA, United States of America
| | - Ashutosh K. Mangalam
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, United States of America
- Informatics Graduate Program, University of Iowa, Iowa City, IA, United States of America
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States of America
- Iowa City VA Health System, Iowa City, IA, United States of America
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17
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Sugiura A, Andrejeva G, Voss K, Heintzman DR, Xu X, Madden MZ, Ye X, Beier KL, Chowdhury NU, Wolf MM, Young AC, Greenwood DL, Sewell AE, Shahi SK, Freedman SN, Cameron AM, Foerch P, Bourne T, Garcia-Canaveras JC, Karijolich J, Newcomb DC, Mangalam AK, Rabinowitz JD, Rathmell JC. MTHFD2 is a metabolic checkpoint controlling effector and regulatory T cell fate and function. Immunity 2022; 55:65-81.e9. [PMID: 34767747 PMCID: PMC8755618 DOI: 10.1016/j.immuni.2021.10.011] [Citation(s) in RCA: 76] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 07/23/2021] [Accepted: 10/13/2021] [Indexed: 01/13/2023]
Abstract
Antigenic stimulation promotes T cell metabolic reprogramming to meet increased biosynthetic, bioenergetic, and signaling demands. We show that the one-carbon (1C) metabolism enzyme methylenetetrahydrofolate dehydrogenase 2 (MTHFD2) regulates de novo purine synthesis and signaling in activated T cells to promote proliferation and inflammatory cytokine production. In pathogenic T helper-17 (Th17) cells, MTHFD2 prevented aberrant upregulation of the transcription factor FoxP3 along with inappropriate gain of suppressive capacity. MTHFD2 deficiency also promoted regulatory T (Treg) cell differentiation. Mechanistically, MTHFD2 inhibition led to depletion of purine pools, accumulation of purine biosynthetic intermediates, and decreased nutrient sensor mTORC1 signaling. MTHFD2 was also critical to regulate DNA and histone methylation in Th17 cells. Importantly, MTHFD2 deficiency reduced disease severity in multiple in vivo inflammatory disease models. MTHFD2 is thus a metabolic checkpoint to integrate purine metabolism with pathogenic effector cell signaling and is a potential therapeutic target within 1C metabolism pathways.
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Affiliation(s)
- Ayaka Sugiura
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Gabriela Andrejeva
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Kelsey Voss
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Darren R Heintzman
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Xincheng Xu
- Department of Chemistry, Ludwig Cancer Research Institute Princeton Branch, Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
| | - Matthew Z Madden
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Xiang Ye
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Katherine L Beier
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Nowrin U Chowdhury
- Department of Medicine, Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Melissa M Wolf
- Department of Medicine, Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Arissa C Young
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Dalton L Greenwood
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Allison E Sewell
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Shailesh K Shahi
- Department of Pathology, University of Iowa, Iowa City, IA 52242, USA
| | | | - Alanna M Cameron
- Sitryx Therapeutics Limited, Magdalen Centre, Oxford Science Park, Oxford, UK
| | - Patrik Foerch
- Sitryx Therapeutics Limited, Magdalen Centre, Oxford Science Park, Oxford, UK
| | - Tim Bourne
- Sitryx Therapeutics Limited, Magdalen Centre, Oxford Science Park, Oxford, UK
| | - Juan C Garcia-Canaveras
- Department of Chemistry, Ludwig Cancer Research Institute Princeton Branch, Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
| | - John Karijolich
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Dawn C Newcomb
- Department of Medicine, Division of Hematology and Oncology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | | | - Joshua D Rabinowitz
- Department of Chemistry, Ludwig Cancer Research Institute Princeton Branch, Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ 08544, USA
| | - Jeffrey C Rathmell
- Vanderbilt Center for Immunobiology, Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
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Mangalam AK, Giri S. Role of microbiome and metabolome in the pathobiology of MS. Clin Immunol 2022; 235:108934. [DOI: 10.1016/j.clim.2022.108934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Ghimire S, Cady NM, Lehman P, Peterson SR, Shahi SK, Rashid F, Giri S, Mangalam AK. Dietary Isoflavones Alter Gut Microbiota and Lipopolysaccharide Biosynthesis to Reduce Inflammation. Gut Microbes 2022; 14:2127446. [PMID: 36179318 PMCID: PMC9542810 DOI: 10.1080/19490976.2022.2127446] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 09/16/2022] [Indexed: 02/04/2023] Open
Abstract
The etiopathogenesis of multiple sclerosis (MS) is strongly affected by environmental factors such as diet and the gut microbiota. An isoflavone-rich (ISO) diet was previously shown to reduce the severity of MS in the animal model experimental autoimmune encephalomyelitis (EAE). Translation of this concept to clinical trial where dietary isoflavones may be recommended for MS patients will require preliminary evidence that providing the isoflavone-rich diet to people with MS (PwMS) who lack phytoestrogen-metabolizing bacteria has beneficial effects. We have previously shown that the gut microbiota of PwMS resembles the gut microbiota of mice raised under a phytoestrogen-free (phyto-free) diet in that it lacks phytoestrogen-metabolizing bacteria. To investigate the effects of phytoestrogens on the microbiota inflammatory response and EAE disease severity we switched the diet of mice raised under a phyto-free (PF) diet to an isoflavone-rich diet. Microbiota analysis showed that the change in diet from one that is ISO to one that is PF reduces beneficial bacteria such as Bifidobacterium species. In addition we observed functional differences in lipopolysaccharide (LPS) biosynthesis pathways. Moreover LPS extracted from feces of mice fed an ISO diet induced increased production of anti-inflammatory cytokines from bone marrow-derived macrophages relative to fecal-LPS isolated from mice fed a PF diet. Eventually mice whose diet was switched from a PF diet to an ISO diet trended toward reduced EAE severity and mortality. Overall we show that an isoflavone-rich diet specifically modulates LPS biosynthesis of the gut microbiota imparts an anti-inflammatory response and decreases disease severity.
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Affiliation(s)
- Sudeep Ghimire
- Department of Pathology University of IowaIowa CityIowaUSA
| | - Nicole M. Cady
- Department of Pathology University of IowaIowa CityIowaUSA
| | - Peter Lehman
- Department of Pathology University of IowaIowa CityIowaUSA
- Department of Pathology Graduate Program University of IowaIowa CityIAUSA
| | - Stephanie R. Peterson
- Department of Pathology University of IowaIowa CityIowaUSA
- Graduate Program in Immunology University of IowaIowa CityIowaUSA
| | | | - Faraz Rashid
- Department of Neurology Henry Ford Health SystemDetroitMIUSA
| | - Shailendra Giri
- Department of Neurology Henry Ford Health SystemDetroitMIUSA
| | - Ashutosh K. Mangalam
- Department of Pathology University of IowaIowa CityIowaUSA
- Graduate Program in Immunology University of IowaIowa CityIowaUSA
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20
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Jensen IJ, Jensen SN, McGonagill PW, Griffith TS, Mangalam AK, Badovinac VP. Autoimmunity Increases Susceptibility to and Mortality from Sepsis. Immunohorizons 2021; 5:844-854. [PMID: 34702761 PMCID: PMC9036850 DOI: 10.4049/immunohorizons.2100070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 10/01/2021] [Indexed: 12/03/2022] Open
Abstract
We recently demonstrated how sepsis influences the subsequent development of experimental autoimmune encephalomyelitis (EAE) presented a conceptual advance in understanding the postsepsis chronic immunoparalysis state. However, the reverse scenario (autoimmunity prior to sepsis) defines a high-risk patient population whose susceptibility to sepsis remains poorly defined. In this study, we present a retrospective analysis of University of Iowa Hospital and Clinics patients demonstrating increased sepsis prevalence among multiple sclerosis (MS), relative to non-MS, patients. To interrogate how autoimmune disease influences host susceptibility to sepsis, well-established murine models of MS and sepsis and EAE and cecal ligation and puncture, respectively, were used. EAE, relative to non-EAE, mice were highly susceptible to sepsis-induced mortality with elevated cytokine storms. These results were further recapitulated in LPS and Streptococcus pneumoniae sepsis models. This work highlights both the relevance of identifying highly susceptible patient populations and expands the growing body of literature that host immune status at the time of septic insult is a potent mortality determinant.
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Affiliation(s)
- Isaac J Jensen
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA.,Department of Pathology, University of Iowa, Iowa City, IA
| | - Samantha N Jensen
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA.,Department of Pathology, University of Iowa, Iowa City, IA
| | | | - Thomas S Griffith
- Microbiology, Immunology, and Cancer Biology Ph.D. Program, University of Minnesota, Minneapolis, MN.,Department of Urology, University of Minnesota, Minneapolis, MN.,Center for Immunology, University of Minnesota, Minneapolis, MN.,Masonic Cancer Center, University of Minnesota, Minneapolis, MN.,Minneapolis Veterans Affairs Health Care System, Minneapolis, MN; and
| | - Ashutosh K Mangalam
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA.,Department of Pathology, University of Iowa, Iowa City, IA
| | - Vladimir P Badovinac
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA; .,Department of Pathology, University of Iowa, Iowa City, IA.,Department of Microbiology and Immunology, University of Iowa, Iowa City, IA
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21
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Mangalam AK. Fungal microbiome and multiple sclerosis: The not-so-new kid on the block. EBioMedicine 2021; 72:103621. [PMID: 34624688 PMCID: PMC8501652 DOI: 10.1016/j.ebiom.2021.103621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 09/24/2021] [Indexed: 11/22/2022] Open
Affiliation(s)
- Ashutosh K Mangalam
- Department of Pathology, University of Iowa Carver College of Medicine, 25 S. Grand Avenue, 1080A ML, Iowa City, IA 52242, United States.
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22
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Shahi SK, Ali S, Jaime CM, Guseva NV, Mangalam AK. HLA Class II Polymorphisms Modulate Gut Microbiota and Experimental Autoimmune Encephalomyelitis Phenotype. Immunohorizons 2021; 5:627-646. [PMID: 34380664 PMCID: PMC8728531 DOI: 10.4049/immunohorizons.2100024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 07/20/2021] [Indexed: 11/19/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune disease of the CNS in which the interaction between genetic and environmental factors plays an important role in disease pathogenesis. Although environmental factors account for 70% of disease risk, the exact environmental factors associated with MS are unknown. Recently, gut microbiota has emerged as a potential missing environmental factor linked with the pathobiology of MS. Yet, how genetic factors, such as HLA class II gene(s), interact with gut microbiota and influence MS is unclear. In the current study, we investigated whether HLA class II genes that regulate experimental autoimmune encephalomyelitis (EAE) and MS susceptibility also influence gut microbiota. Previously, we have shown that HLA-DR3 transgenic mice lacking endogenous mouse class II genes (AE-KO) were susceptible to myelin proteolipid protein (91-110)-induced EAE, an animal model of MS, whereas AE-KO.HLA-DQ8 transgenic mice were resistant. Surprisingly, HLA-DR3.DQ8 double transgenic mice showed higher disease prevalence and severity compared with HLA-DR3 mice. Gut microbiota analysis showed that HLA-DR3, HLA-DQ8, and HLA-DR3.DQ8 double transgenic mice microbiota are compositionally different from AE-KO mice. Within HLA class II transgenic mice, the microbiota of HLA-DQ8 mice were more similar to HLA-DR3.DQ8 than HLA-DR3. As the presence of DQ8 on an HLA-DR3 background increases disease severity, our data suggests that HLA-DQ8-specific microbiota may contribute to disease severity in HLA-DR3.DQ8 mice. Altogether, our study provides evidence that the HLA-DR and -DQ genes linked to specific gut microbiota contribute to EAE susceptibility or resistance in a transgenic animal model of MS.
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Affiliation(s)
| | - Soham Ali
- Department of Pathology, University of Iowa, Iowa City, IA
- Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA
| | | | | | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA;
- Graduate Program in Immunology, University of Iowa, Iowa City, IA; and
- Graduate Program in Molecular Medicine, University of Iowa, Iowa City, IA
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23
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Jensen SN, Cady NM, Shahi SK, Peterson SR, Gupta A, Gibson-Corley KN, Mangalam AK. Isoflavone diet ameliorates experimental autoimmune encephalomyelitis through modulation of gut bacteria depleted in patients with multiple sclerosis. Sci Adv 2021; 7:7/28/eabd4595. [PMID: 34244137 PMCID: PMC8270496 DOI: 10.1126/sciadv.abd4595] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 05/27/2021] [Indexed: 05/16/2023]
Abstract
The gut microbiota is a potential environmental factor that influences the development of multiple sclerosis (MS). We and others have demonstrated that patients with MS and healthy individuals have distinct gut microbiomes. However, the pathogenic relevance of these differences remains unclear. Previously, we showed that bacteria that metabolize isoflavones are less abundant in patients with MS, suggesting that isoflavone-metabolizing bacteria might provide protection against MS. Here, using a mouse model of MS, we report that an isoflavone diet provides protection against disease, which is dependent on the presence of isoflavone-metabolizing bacteria and their metabolite equol. Notably, the composition of the gut microbiome in mice fed an isoflavone diet exhibited parallels to healthy human donors, whereas the composition in those fed an isoflavone-free diet exhibited parallels to patients with MS. Collectively, our study provides evidence that dietary-induced gut microbial changes alleviate disease severity and may contribute to MS pathogenesis.
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Affiliation(s)
- Samantha N Jensen
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, USA
| | - Nicole M Cady
- Program in Biomedical Sciences, Rackham Graduate School, University of Michigan, Ann Arbor, MI, USA
| | - Shailesh K Shahi
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Stephanie R Peterson
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, USA
| | - Arnav Gupta
- BITS Pilani, K K Birla Goa Campus, Pilani, India
| | | | - Ashutosh K Mangalam
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, USA.
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
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24
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Shahi SK, Jensen SN, Ghimire S, Carter CQ, Guseva NV, Gibson-Corley K, Bossler AD, Ganesan SM, Karandikar NJ, Mangalam AK. Interleukin-17A deficient mice microbiota induced regulatory T cells and suppressed experimental autoimmune encephalomyelitis (EAE) in WT HLA-DR3 transgenic mice. The Journal of Immunology 2021. [DOI: 10.4049/jimmunol.206.supp.105.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/10/2023]
Abstract
Abstract
Multiple sclerosis (MS) is an inflammatory, demyelinating disease of the central nervous system, and among all the genes associated with MS, HLA class II genes have the highest relative risk. Although IL-17A is thought to be a major cytokine in the pathogenesis of MS, the exact role of IL-17A in the MS is still poorly understood. Specifically, it is unclear whether IL-17A is required for disease initiation or disease severity or in both. Therefore, in the present study, utilizing HLA-DR3 transgenic mice lacking IL-17A (HLA-DR3.IL-17A−/−), we investigated the importance of IL-17A in disease development and progression in experimental autoimmune encephalomnyelitis (EAE) an animal model of MS. We observed that HLA-DR3.IL-17A−/− mice had a higher frequency of CD4+CD25+FoxP3+ regulatory T cells (Treg)s and developed milder EAE compared to IL-17 sufficient HLA-DR3 mice. Further characterization of mechanism identified a novel role of IL-17A in regulating the disease progression through modulation of immunoregulatory responses. We also identified an important role of gut microbiota in IL-17A dependent disease regulation specifically depletion of gut bacteria with ability to promote Treg population in IL-17A sufficient HLA-DR3 mice. Fecal transplantation of HLA.DR3 mice with HLA-DR3. IL17A−/− showed milder EAE and an increase in Treg cells in HLA-DR3 mice confirming a role of gut microbiota in shaping Treg repertoire and function. Additionally, we observed higher frequency of metabolic pathway involved with Treg promoting short chain fatty acid (SCFA) metabolism in HLA-DR3.IL17A−/− mice. Thus our study shows a novel role of IL-17A in immune homeostasis and inflammation by regulating levels of Tregs through modulation of gut microbiota.
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Affiliation(s)
| | - Samantha N. Jensen
- 1Department of Pathology, University of Iowa
- 2Graduate Program in Immunology, University of Iowa
| | | | | | | | | | | | | | - Nitin J. Karandikar
- 1Department of Pathology, University of Iowa
- 2Graduate Program in Immunology, University of Iowa
- 5Graduate Program in Molecular Medicine, University of Iowa
| | - Ashutosh K. Mangalam
- 1Department of Pathology, University of Iowa
- 2Graduate Program in Immunology, University of Iowa
- 5Graduate Program in Molecular Medicine, University of Iowa
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25
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Abstract
Trillions of commensal bacteria colonizing humans (microbiome) have emerged as essential player(s) in human health. The alteration of the same has been linked with diseases including autoimmune disorders such as multiple sclerosis, rheumatoid arthritis, systemic lupus erythematosus, and ankylosing spondylitis. Gut bacteria are separated from the host through a physical barrier such as skin or gut epithelial lining. However, the perturbation in the healthy bacterial community (gut dysbiosis) can compromise gut barrier integrity, resulting in translocation of bacterial contents across the epithelial barrier (leaky gut). Bacterial contents such as lipopolysaccharide and bacterial antigens can induce a systemic inflammatory environment through activation and induction of immune cells. The biggest question in the field is whether inflammation causes gut dysbiosis or dysbiosis leads to disease induction or propagation, i.e., it is inside out or outside in or both. In this review, we first discuss the microbiome profiling studies in various autoimmune disorders, followed by a discussion of potential mechanisms through which microbiome is involved in the pathobiology of diseases. A better understanding of the role of the microbiome in health and disease will help us harness the power of commensal bacteria for the development of novel therapeutic agents to treat autoimmune disorders.
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Affiliation(s)
| | - Meeta Yadav
- Department of Pathology, University of Iowa, Iowa, IA,
USA
| | - Rajwardhan Yadav
- Department of Rheumatology, St Francis Hospital, Hartford,
CT, USA
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26
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Shahi SK, Jensen SN, Murra AC, Tang N, Guo H, Gibson-Corley KN, Zhang J, Karandikar NJ, Murray JA, Mangalam AK. Human Commensal Prevotella histicola Ameliorates Disease as Effectively as Interferon-Beta in the Experimental Autoimmune Encephalomyelitis. Front Immunol 2020; 11:578648. [PMID: 33362764 PMCID: PMC7759500 DOI: 10.3389/fimmu.2020.578648] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Accepted: 11/04/2020] [Indexed: 12/13/2022] Open
Abstract
Gut microbiota has emerged as an important environmental factor in the pathobiology of multiple sclerosis (MS), an inflammatory demyelinating disease of the central nervous system (CNS). Both genetic and environmental factors have been shown to play an important role in MS. Among genetic factors, the human leukocyte antigen (HLA) class II allele such as HLA-DR2, DR3, DR4, DQ6, and DQ8 show the association with the MS. We have previously used transgenic mice expressing MS susceptible HLA class II allele such as HLA-DR2, DR3, DQ6, and DQ8 to validate significance of HLA alleles in MS. Although environmental factors contribute to 2/3 of MS risk, less is known about them. Gut microbiota is emerging as an imporatnt environmental factor in MS pathogenesis. We and others have shown that MS patients have distinct gut microbiota compared to healthy control (HC) with a lower abundance of Prevotella. Additionally, the abundance of Prevotella increased in patients receiving disease-modifying therapies (DMTs) such as Copaxone and/or Interferon-beta (IFNβ). We have previously identified a specific strain of Prevotella (Prevotella histicola), which can suppress experimental autoimmune encephalomyelitis (EAE) disease in HLA-DR3.DQ8 transgenic mice. Since Interferon-β-1b [IFNβ (Betaseron)] is a major DMTs used in MS patients, we hypothesized that treatment with the combination of P. histicola and IFNβ would have an additive effect on the disease suppression. We observed that treatment with P. histicola suppressed disease as effectively as IFNβ. Surprisingly, the combination of P. histicola and IFNβ was not more effective than either treatment alone. P. histicola alone or in combination with IFNβ increased the frequency and number of CD4+FoxP3+ regulatory T cells in the gut-associated lymphoid tissue (GALT). Treatment with P. histicola alone, IFNβ alone, and in the combination decreased frequency of pro-inflammatory IFN-γ and IL17-producing CD4+ T cells in the CNS. Additionally, P. histicola alone or IFNβ alone or the combination treatments decreased CNS pathology, characterized by reduced microglia and astrocytic activation. In conclusion, our study indicates that the human gut commensal P. histicola can suppress disease as effectively as commonly used MS drug IFNβ and may provide an alternative treatment option for MS patients.
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MESH Headings
- Animals
- Anti-Inflammatory Agents/pharmacology
- Astrocytes/drug effects
- Astrocytes/immunology
- Astrocytes/metabolism
- Astrocytes/microbiology
- Central Nervous System/drug effects
- Central Nervous System/immunology
- Central Nervous System/metabolism
- Central Nervous System/microbiology
- Encephalomyelitis, Autoimmune, Experimental/immunology
- Encephalomyelitis, Autoimmune, Experimental/metabolism
- Encephalomyelitis, Autoimmune, Experimental/microbiology
- Encephalomyelitis, Autoimmune, Experimental/prevention & control
- Female
- Forkhead Transcription Factors/metabolism
- Gastrointestinal Microbiome
- HLA-DQ beta-Chains/genetics
- HLA-DRB1 Chains/genetics
- Humans
- Interferon-beta/pharmacology
- Interferon-gamma/metabolism
- Interleukin-17/metabolism
- Intestines/microbiology
- Lymphoid Tissue/drug effects
- Lymphoid Tissue/immunology
- Lymphoid Tissue/metabolism
- Lymphoid Tissue/microbiology
- Male
- Mice, Transgenic
- Microglia/drug effects
- Microglia/immunology
- Microglia/metabolism
- Microglia/microbiology
- Prevotella/physiology
- T-Lymphocytes, Regulatory/drug effects
- T-Lymphocytes, Regulatory/immunology
- T-Lymphocytes, Regulatory/metabolism
- T-Lymphocytes, Regulatory/microbiology
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Affiliation(s)
- Shailesh K. Shahi
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Samantha N. Jensen
- Department of Pathology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States
| | - Alexandra C. Murra
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Na Tang
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Hui Guo
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | | | - Jian Zhang
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Nitin J. Karandikar
- Department of Pathology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Molecular Medicine, University of Iowa, Iowa City, IA, United States
| | - Joseph A. Murray
- Department of Immunology, Mayo Clinic, Rochester, MN, United States
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, United States
| | - Ashutosh K. Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Molecular Medicine, University of Iowa, Iowa City, IA, United States
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27
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Jensen IJ, Jensen SN, Sjaastad FV, Gibson-Corley KN, Dileepan T, Griffith TS, Mangalam AK, Badovinac VP. Sepsis impedes EAE disease development and diminishes autoantigen-specific naive CD4 T cells. eLife 2020; 9:55800. [PMID: 33191915 PMCID: PMC7721438 DOI: 10.7554/elife.55800] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 11/15/2020] [Indexed: 12/14/2022] Open
Abstract
Evaluation of sepsis-induced immunoparalysis has highlighted how decreased lymphocyte number/function contribute to worsened infection/cancer. Yet, an interesting contrast exists with autoimmune disease development, wherein diminishing pathogenic effectors may benefit the post-septic host. Within this framework, the impact of cecal ligation and puncture (CLP)-induced sepsis on the development of experimental autoimmune encephalomyelitis (EAE) was explored. Notably, CLP mice have delayed onset and reduced disease severity, relative to sham mice. Reduction in disease severity was associated with reduced number, but not function, of autoantigen (MOG)-specific pathogenic CD4 T cells in the CNS during disease and draining lymph node during priming. Numerical deficits of CD4 T cell effectors are associated with the loss of MOG-specific naive precursors. Critically, transfer of MOG-TCR transgenic (2D2) CD4 T cells after, but not before, CLP led to EAE disease equivalent to sham mice. Thus, broad impairment of antigenic responses, including autoantigens, is a hallmark of sepsis-induced immunoparalysis. Sepsis is a life-threatening condition that can happen when the immune system overreacts to an infection and begins to damage tissues and organs in the body. It causes an extreme immune reaction called a cytokine storm, where the body releases uncontrolled levels of cytokines, proteins that are involved in coordinating the body’s response to infections. This in turn activates more immune cells, resulting in hyperinflammation. People who survive sepsis may have long-lasing impairments in their immune system that may leave them more vulnerable to infections or cancer. But scientists do not know exactly what causes these lasting immune problems or how to treat them. The fact that people are susceptible to cancer and infection after sepsis may offer a clue. It may suggest that the immune system is not able to attack bacteria or cancer cells. One way to explore this clue would be to test the effects of sepsis on autoimmune diseases, which cause the immune system to attack the body’s own cells. For example, in the autoimmune disease multiple sclerosis, the immune system attacks and destroys cells in the nervous system. If autoimmune disease is reduced after sepsis, it would suggest the cell-destroying abilities of the immune system are lessened. Using this approach, Jensen, Jensen et al. show that sepsis reduces the number of certain immune cells, called CD4 T cells, which are are responsible for an autoimmune attack of the central nervous system. In the experiments, mice that survived sepsis were evaluated for their ability to develop a multiple sclerosis-like disease. Mice that survived sepsis developed less severe or no autoimmune disease. After sepsis, these animals also had fewer CD4 T cells. However, when these immune cells were reinstated, the autoimmune disease emerged. The experiments help explain some of the immune system changes that occur after sepsis. Jensen, Jensen et al. suggest that rather than being completely detrimental, these changes may help to block harmful autoimmune responses. The experiments may also hint at new ways to combat autoimmune diseases by trying to replicate some of the immune-suppressing effects of sepsis. Studying the effect of sepsis on other autoimmune diseases in mice might provide more clues.
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Affiliation(s)
- Isaac J Jensen
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, United States
| | - Samantha N Jensen
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, United States
| | - Frances V Sjaastad
- Microbiology, Immunology, and Cancer Biology PhD Program, University of Minnesota, Minneapolis, United States
| | - Katherine N Gibson-Corley
- Department of Pathology, University of Iowa, Holden Comprehensive Cancer Center, University of Iowa Hospitals and Clinics, Iowa City, United States
| | - Thamothrampillai Dileepan
- Department of Microbiology and Immunology, University of Minnesota, Center for Immunology, Minneapolis, United States
| | - Thomas S Griffith
- Microbiology, Immunology, and Cancer Biology PhD Program, Department of Urology, Center for Immunology, Minneapolis VA Health Care System, University of Minnesota, Minneapolis, United States
| | - Ashutosh K Mangalam
- Interdisciplinary Graduate Program in Immunology, Department of Pathology, University of Iowa, Iowa City, United States
| | - Vladimir P Badovinac
- Interdisciplinary Graduate Program in Immunology, Department of Pathology, Department of Microbiology and Immunology, University of Iowa, Iowa City, United States
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28
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Marietta E, Mangalam AK, Taneja V, Murray JA. Intestinal Dysbiosis in, and Enteral Bacterial Therapies for, Systemic Autoimmune Diseases. Front Immunol 2020; 11:573079. [PMID: 33193357 PMCID: PMC7655733 DOI: 10.3389/fimmu.2020.573079] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 10/05/2020] [Indexed: 12/19/2022] Open
Abstract
Recent studies have shown that a number of common autoimmune diseases have perturbations of their intestinal microbiome (dysbiosis). These include: Celiac Disease (CeD), Multiple Sclerosis (MS), Rheumatoid Arthritis (RA), Sjogren’s Syndrome (SS), and Type 1 diabetes (T1D). All of these have intestinal microbiomes that are different from healthy controls. There have been numerous studies using animal models of single probiotics (monoclonal) or mixtures of probiotics (polyclonal) and even complete microbiota transfer (fecal microbial transfer-FMT) to inhibit or delay the onset of autoimmune diseases such as the aforementioned common ones. However, proportionally, fewer clinical trials have utilized monoclonal therapies or FMT than polyclonal therapies for treating autoimmune diseases, even though bacterial mono-therapies do inhibit the development of autoimmune diseases and/or delay the onset of autoimmune diseases in rodent models of those autoimmune diseases. In this review then, we review the previously completed and currently ongoing clinical trials that are testing bacterial therapies (FMT, monoclonal, and polyclonal) to treat common autoimmune dseases and discuss the successes in using bacterial monotherapies to treat rodent models of these common autoimmune diseases.
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Affiliation(s)
- Eric Marietta
- Department of Gastroenterology and Hepatology, Mayo Clinic Rochester, Rochester, MN, United States.,Department of Immunology, Mayo Clinic Rochester, Rochester, MN, United States.,Department of Dermatology, Mayo Clinic Rochester, Rochester, MN, United States
| | | | - Veena Taneja
- Department of Immunology, Mayo Clinic Rochester, Rochester, MN, United States
| | - Joseph A Murray
- Department of Gastroenterology and Hepatology, Mayo Clinic Rochester, Rochester, MN, United States.,Department of Immunology, Mayo Clinic Rochester, Rochester, MN, United States
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29
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Ye Y, Abu El Haija M, Morgan DA, Guo D, Song Y, Frank A, Tian L, Riedl RA, Burnett CML, Gao Z, Zhu Z, Shahi SK, Zarei K, Couvelard A, Poté N, Ribeiro-Parenti L, Bado A, Noureddine L, Bellizzi A, Kievit P, Mangalam AK, Zingman LV, Le Gall M, Grobe JL, Kaplan LM, Clegg D, Rahmouni K, Mokadem M. Endocannabinoid Receptor-1 and Sympathetic Nervous System Mediate the Beneficial Metabolic Effects of Gastric Bypass. Cell Rep 2020; 33:108270. [PMID: 33113371 PMCID: PMC7660289 DOI: 10.1016/j.celrep.2020.108270] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 05/18/2020] [Accepted: 09/23/2020] [Indexed: 12/27/2022] Open
Abstract
The exact mechanisms underlying the metabolic effects of bariatric surgery remain unclear. Here, we demonstrate, using a combination of direct and indirect calorimetry, an increase in total resting metabolic rate (RMR) and specifically anaerobic RMR after Roux-en-Y gastric bypass (RYGB), but not sleeve gastrectomy (SG). We also show an RYGB-specific increase in splanchnic sympathetic nerve activity and "browning" of visceral mesenteric fat. Consequently, selective splanchnic denervation abolishes all beneficial metabolic outcomes of gastric bypass that involve changes in the endocannabinoid signaling within the small intestine. Furthermore, we demonstrate that administration of rimonabant, an endocannabinoid receptor-1 (CB1) inverse agonist, to obese mice mimics RYGB-specific effects on energy balance and splanchnic nerve activity. On the other hand, arachidonoylethanolamide (AEA), a CB1 agonist, attenuates the weight loss and metabolic signature of this procedure. These findings identify CB1 as a key player in energy regulation post-RYGB via a pathway involving the sympathetic nervous system.
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Affiliation(s)
- Yuanchao Ye
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Marwa Abu El Haija
- Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, Stanford University School of Medicine, Palo Alto, CA 94304, USA
| | - Donald A Morgan
- Department of Neuroscience and Pharmacology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Deng Guo
- Department of Neuroscience and Pharmacology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Yang Song
- College of Pharmacy, China Medical University, 77 Puhe Rd., Liaoning 110122, P.R. China
| | - Aaron Frank
- The Biomedical Research Department, Diabetes and Obesity Research Division, Cedars Sinai Medical Center, Beverly Hills, CA 90048, USA
| | - Liping Tian
- Department of Clinical Pharmacy, School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing, Jiangsu 211198, P.R. China
| | - Ruth A Riedl
- Department of Neuroscience and Pharmacology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Colin M L Burnett
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA; Department of Neuroscience and Pharmacology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Zhan Gao
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Zhiyong Zhu
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Shailesh K Shahi
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Kasra Zarei
- Medical Scientist Training Program, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Anne Couvelard
- INSERM U1149, Centre de Recherche sur l'Inflammation, Université de Paris, Paris 75018, France; Department of Pathology, Bichat Hospital, AP-HP, Paris 75018, France
| | - Nicolas Poté
- INSERM U1149, Centre de Recherche sur l'Inflammation, Université de Paris, Paris 75018, France; Department of Pathology, Bichat Hospital, AP-HP, Paris 75018, France
| | - Lara Ribeiro-Parenti
- INSERM U1149, Centre de Recherche sur l'Inflammation, Université de Paris, Paris 75018, France; Department of General and Digestive Surgery, Bichat Hospital, AP-HP, Paris 75018, France
| | - André Bado
- INSERM U1149, Centre de Recherche sur l'Inflammation, Université de Paris, Paris 75018, France
| | - Lama Noureddine
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Andrew Bellizzi
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Paul Kievit
- Division of Diabetes, Obesity and Metabolism, Oregon National Primate Research Center, Oregon Health and Science University, Beaverton, OR 97006, USA
| | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA; Interdisciplinary Graduate Program in Immunology and Molecular Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
| | - Leonid V Zingman
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA; Fraternal Orders of Eagles Diabetes Research Center, Iowa City, IA 52242, USA; Veterans Affairs Health Care System, Iowa City, IA 52242, USA; Obesity Research & Education Initiative, University of Iowa, Iowa City, IA 52242, USA
| | - Maude Le Gall
- INSERM U1149, Centre de Recherche sur l'Inflammation, Université de Paris, Paris 75018, France
| | - Justin L Grobe
- Departments of Physiology and Biomedical Engineering, Medical College of Wisconsin, Milwaukee, MI 53226, USA
| | - Lee M Kaplan
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA; Obesity, Metabolism, and Nutrition Institute, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Deborah Clegg
- College of Nursing and Health Professions, Drexel University, 1601 Cherry Street, Philadelphia, PA 19102, USA
| | - Kamal Rahmouni
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA; Department of Neuroscience and Pharmacology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA; Medical Scientist Training Program, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA; Fraternal Orders of Eagles Diabetes Research Center, Iowa City, IA 52242, USA; Veterans Affairs Health Care System, Iowa City, IA 52242, USA; Obesity Research & Education Initiative, University of Iowa, Iowa City, IA 52242, USA
| | - Mohamad Mokadem
- Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA; Department of Neuroscience and Pharmacology, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA; Fraternal Orders of Eagles Diabetes Research Center, Iowa City, IA 52242, USA; Veterans Affairs Health Care System, Iowa City, IA 52242, USA; Obesity Research & Education Initiative, University of Iowa, Iowa City, IA 52242, USA.
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Shrader HR, Miller AM, Tomanek-Chalkley A, McCarthy A, Coleman KL, Ear PH, Mangalam AK, Salem AK, Chan CHF. Effect of bacterial contamination in bile on pancreatic cancer cell survival. Surgery 2020; 169:617-622. [PMID: 33268071 DOI: 10.1016/j.surg.2020.09.029] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 08/25/2020] [Accepted: 09/18/2020] [Indexed: 02/06/2023]
Abstract
BACKGROUND Introduction of gut flora into the biliary system is common owing to biliary stenting in patients with obstructing pancreatic head cancer. We hypothesize that alteration of biliary microbiome modifies bile content that modulates pancreatic cancer cell survival. METHODS Human bile samples were collected during pancreaticoduodenectomy. Bacterial strains were isolated from contaminated (stented) bile and identified using 16S ribosomal RNA sequencing. Human pancreatic cancer cells (AsPC1, CFPAC, Panc1) were treated for 24 hours with sterile (nonstented) bile, contaminated (stented) bile, and sterile bile preincubated with 106 colony forming unit of live bacteria isolated from contaminated bile or a panel of bile acids for 24 hours at 37°C, and evaluated using CellTiter-Blue Cell Viability Assay (Promega Corp. Madison, WI). Human bile (30-50 μl/mouse) was coinjected intraperitoneally with 105 Panc02 mouse pancreatic cancer cells in C57BL6/N mice to evaluate the impact of bile on peritoneal metastasis 3 to 4 weeks after tumor challenge. RESULTS While all bile samples significantly reduced peritoneal metastasis of Panc02 cells in mice, some contaminated bile samples had diminished antitumor effect. All sterile bile (n = 4) reduced pancreatic cancer cell survival in vitro. Only 40% (2/5) of contaminated bile samples had significant effect. Preincubation of sterile bile with live Enterococcus faecalis or Streptococcus oralis modified the antitumor effect of sterile bile. These changes were not observed with culture media preincubated with live bacteria, suggesting live gut bacteria can modify the antitumor components present in bile. Conjugated bile acids were more potent than unconjugated cholic acid in reducing pancreatic cancer cell survival. CONCLUSION Alteration of bile microbiome from biliary stenting has a direct impact on pancreatic cancer cell survival. Further study is warranted to determine if this microbiome shift alters tumor microenvironment.
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Affiliation(s)
| | - Ann M Miller
- Department of Surgery, University of Iowa, Iowa City, IA
| | | | - Ashley McCarthy
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA
| | - Kristen L Coleman
- Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA
| | - Po Hien Ear
- Department of Surgery, University of Iowa, Iowa City, IA; Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA
| | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA; Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA
| | - Aliasger K Salem
- Department of Pharmaceutical Sciences and Experimental Therapeutics, University of Iowa, Iowa City, IA; Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA
| | - Carlos H F Chan
- Department of Surgery, University of Iowa, Iowa City, IA; Holden Comprehensive Cancer Center, University of Iowa, Iowa City, IA.
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Mangalam AK, Ochoa-Repáraz J. Editorial: The Role of the Gut Microbiota in Health and Inflammatory Diseases. Front Immunol 2020; 11:565305. [PMID: 33042145 PMCID: PMC7527406 DOI: 10.3389/fimmu.2020.565305] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Accepted: 08/18/2020] [Indexed: 01/14/2023] Open
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Freedman SN, Shahi SK, Zarei K, Gupta A, Guseva NV, Bossler AD, Legge KL, Mangalam AK. Isoflavone Rich Diet Ameliorates Experimental Autoimmune Encephalomyelitis (EAE) through Modulation of Gut Bacteria Depleted in Multiple Sclerosis Patients. The Journal of Immunology 2020. [DOI: 10.4049/jimmunol.204.supp.141.12] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Multiple sclerosis (MS), an autoimmune disease of the central nervous system, has been shown to be influenced by gut bacteria. We and others have shown that MS patients have depletion of isoflavone-metabolizing bacteria compared to healthy individuals. We hypothesize that gut bacteria-mediated isoflavone metabolism induces an anti-inflammatory state and reduction/depletion of these gut bacteria might predispose to MS development and/or severity. To test this, we placed mice on a diet with or without isoflavones and induced EAE, an animal model of MS. Mice on an isoflavone diet developed milder disease compared to those on an isoflavone-free diet. This phenomenon was dependent on the presence of isoflavone-metabolizing gut bacteria as confirmed by antibiotic depletion and bacterial reconstitution. Mice on an isoflavone diet exhibited altered peripheral immune responses, CNS cellular infiltration, and CNS pathology post EAE induction compared to mice on an isoflavone-free diet. Additionally, the gut microbiome of mice on an isoflavone diet and an isoflavone-free diet closely resembles the gut microbiota of healthy individuals and MS patients, respectively. Thus our results suggest that dietary isoflavone metabolites produced with the help of gut bacteria can influence the disease through modulation of the immune system.
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Affiliation(s)
| | | | | | - Arnav Gupta
- 2Department of Pathology, University of Iowa
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Shahi SK, Freedman SN, Murra AC, Cady N, Gupta A, Guseva NV, Gibson-Corley KN, Bossler AD, Ganesan SM, Karandikar NJ, Mangalam AK. Microbiota-driven regulatory T cells suppress experimental autoimmune encephalomyelitis (EAE) in interleukin-17A deficient HLA class-II transgenic mice model of multiple sclerosis (MS). The Journal of Immunology 2020. [DOI: 10.4049/jimmunol.204.supp.141.11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Multiple sclerosis (MS) is an inflammatory demyelinating disease of the central nervous system. Despite IL-17A being linked to the immunopathogenesis of MS, the mechanism of IL-17A in disease development and maintenance is unclear. In the present study, we investigated the association of IL-17A and gut microbiota in disease development and severity, utilizing HLA-DR3 transgenic mice lacking IL-17A (IL-17A−/−). We found that HLA-DR3.IL-17A−/− mice had a higher frequency of CD4+CD25+FoxP3+ Treg cells and develop milder EAE compared to IL-17A suffcient HLA-DR3 mice. Utilizing 16S metagenocmic sequencing and analysis of gut microbiota we observed that HLA-DR3.IL-17A−/− mice had an increased abundance of regulatory T cells promoting bacteria in the gut such as Lactobacillus and Clostridia. Fecal transplantation followed by co-housing of HLA.DR3 mice with HLA-DR3.IL17A−/− resulted in development of milder EAE and an increase in CD4+CD25+FoxP3+ Treg cells in HLA-DR3 mice. Further whole-genome shotgun metagenomic analysis showed modulation of pathogen-associated molecular patterns (PAMPs) and O-antigen pathways linked with the host innate immune responses in HLA-DR3.IL-17A−/− mice. Thus our study suggests that gut microbiota changes due to the absence of IL17A induce regulatory T cells and suppresses disease in an animal model of MS by modulating the host-bacterial dynamics via PRR-PAMPS interactions.
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Affiliation(s)
| | - Samantha N Freedman
- 1Department of Pathology, University of Iowa
- 2Graduate Program in Immunology, University of Iowa
| | | | - Nicole Cady
- 1Department of Pathology, University of Iowa
| | - Arnav Gupta
- 1Department of Pathology, University of Iowa
| | | | | | | | - Sukirth M Ganesan
- 3Department of Periodontics College of Dentistry, University of Iowa
| | - Nitin J Karandikar
- 1Department of Pathology, University of Iowa
- 2Graduate Program in Immunology, University of Iowa
- 4Graduate Program in Molecular Cell Biology, University of Iowa
| | - Ashutosh K Mangalam
- 1Department of Pathology, University of Iowa
- 2Graduate Program in Immunology, University of Iowa
- 4Graduate Program in Molecular Cell Biology, University of Iowa
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Cady N, Peterson SR, Freedman SN, Mangalam AK. Beyond Metabolism: The Complex Interplay Between Dietary Phytoestrogens, Gut Bacteria, and Cells of Nervous and Immune Systems. Front Neurol 2020; 11:150. [PMID: 32231636 PMCID: PMC7083015 DOI: 10.3389/fneur.2020.00150] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 02/14/2020] [Indexed: 12/21/2022] Open
Abstract
The human body has a large, diverse community of microorganisms which not only coexist with us, but also perform many important physiological functions, including metabolism of dietary compounds that we are unable to process ourselves. Furthermore, these bacterial derived/induced metabolites have the potential to interact and influence not only the local gut environment, but the periphery via interaction with and modulation of cells of the immune and nervous system. This relationship is being further appreciated every day as the gut microbiome is researched as a potential target for immunomodulation. A common feature among inflammatory diseases including relapsing-remitting multiple sclerosis (RRMS) is the presence of gut microbiota dysbiosis when compared to healthy controls. However, the specifics of these microbiota-neuro-immune system interactions remain unclear. Among all factors, diet has emerged as a strongest factor regulating structure and function of gut microbial community. Phytoestrogens are one class of dietary compounds emerging as potentially being of interest in this interaction as numerous studies have identified depletion of phytoestrogen-metabolizing bacteria such as Adlercreutzia, Parabacteroides and Prevotella in RRMS patients. Additionally, phytoestrogens or their metabolites have been reported to show protective effects when compounds are administered in the animal model of MS, Experimental Autoimmune Encephalomyelitis (EAE). In this review, we will illustrate the link between MS and phytoestrogen metabolizing bacteria, characterize the importance of gut bacteria and their mechanisms of action in the production of phytoestrogen metabolites, and discuss what is known about the interactions of specific compounds with cells immune and nervous system. A better understanding of gut bacteria-mediated phytoestrogen metabolism and mechanisms through which these metabolites facilitate their biological actions will help in development of novel therapeutic options for MS as well as other inflammatory diseases.
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Affiliation(s)
- Nicole Cady
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | | | | | - Ashutosh K. Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA, United States
- Immunology, University of Iowa, Iowa City, IA, United States
- Molecular Medicine, University of Iowa, Iowa City, IA, United States
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Abstract
The human gut is colonized by trillions of bacteria that support physiologic functions such as food metabolism, energy harvesting, and regulation of the immune system. Perturbation of the healthy gut microbiome has been suggested to play a role in the development of inflammatory diseases, including multiple sclerosis (MS). Environmental and genetic factors can influence the composition of the microbiome; therefore, identification of microbial communities linked with a disease phenotype has become the first step towards defining the microbiome's role in health and disease. Use of 16S rRNA metagenomic sequencing for profiling bacterial community has helped in advancing microbiome research. Despite its wide use, there is no uniform protocol for 16S rRNA-based taxonomic profiling analysis. Another limitation is the low resolution of taxonomic assignment due to technical difficulties such as smaller sequencing reads, as well as use of only forward (R1) reads in the final analysis due to low quality of reverse (R2) reads. There is need for a simplified method with high resolution to characterize bacterial diversity in a given biospecimen. Advancements in sequencing technology with the ability to sequence longer reads at high resolution have helped to overcome some of these challenges. Present sequencing technology combined with a publicly available metagenomic analysis pipeline such as R-based Divisive Amplicon Denoising Algorithm-2 (DADA2) has helped advance microbial profiling at high resolution, as DADA2 can assign sequence at the genus and species levels. Described here is a guide for performing bacterial profiling using two-step amplification of the V3-V4 region of the 16S rRNA gene, followed by analysis using freely available analysis tools (i.e., DADA2, Phyloseq, and METAGENassist). It is believed that this simple and complete workflow will serve as an excellent tool for researchers interested in performing microbiome profiling studies.
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Affiliation(s)
| | - Kasra Zarei
- Medical Scientist Training Program, University of Iowa
| | | | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa; Medical Scientist Training Program, University of Iowa; Graduate Program in Immunology, University of Iowa; Graduate Program in Molecular Medicine, University of Iowa;
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Shahi SK, Freedman SN, Murra AC, Zarei K, Guseva NV, Corley KG, Bossler A, Karandikar NJ, Mangalam AK. IL-17A control CNS inflammatory disease by regulating Treg cells through modulation of gut microbiota in HLA class-II transgenic mice model of multiple sclerosis (MS). The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.178.14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Despite extensive studies on IL-17A in MS and its animal model EAE, the role of IL-17 in disease development and maintenance is unclear. We have previously established proteolipid protein-(PLP)91–110 induce EAE model in HLA-DR3 transgenic mice. In the present study, we investigated the role of IL-17A in disease development and severity utilizing HLA-DR3 transgenic mice lacking IL-17A (IL-17A−/−). We observed that HLA-DR3.IL17A−/− mice develop milder EAE than HLA-DR3 mice suggesting that IL17 is redundant for the development of EAE but might be required for the disease severity. Milder disease in HLA-DR3.IL17A−/− mice were due to an increase in CD4+CD25+FoxP3+ Treg frequency and suppressive function of Treg cells. Depletion of Tregs using anti-CD25 neutralizing antibody abrogated milder disease phenotype in HLA-DR3.IL17A−/− mice. As gut microbiota play an important role in the generation of Treg cells, we asked whether an absence of IL17A altered gut microbiota towards Treg promoting bacteria. Our 16s rRNA analysis of gut microbiota confirmed that IL-17 deficient mice had distinct gut microbiota than IL-17 sufficient mice with an increased abundance of Treg promoting bacteria such as Lactobacillus and Clostridia. Fecal transplantation studies are underway to confirm the role of Treg promoting gut bacteria. We next investigated whether IL-17F and GM-CSF can compensate for the absence of IL-17A. Interestingly blockage of both IL-17F and GM-CSF led to increased disease severity suggesting a protective role for IL-17F and GM-CSF. Thus our study suggests that there is a bidirectional link between the gut microbiota and IL-17A and the inverse relationship between IL-17A and Tregs might determine the susceptibility vs protection from EAE.
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Affiliation(s)
- Shailesh K Shahi
- 1Department of Pathology, Carver College of Medicine, University of Iowa
| | - Samantha N Freedman
- 1Department of Pathology, Carver College of Medicine, University of Iowa
- 2Graduate Program in Immunology, Carver College of Medicine, University of Iowa
| | - Alexandra C Murra
- 1Department of Pathology, Carver College of Medicine, University of Iowa
| | - Kasra Zarei
- 3Medical Scientist Training Program, Carver College of Medicine, University of Iowa
| | - Natalya V Guseva
- 1Department of Pathology, Carver College of Medicine, University of Iowa
| | | | - Aaron Bossler
- 1Department of Pathology, Carver College of Medicine, University of Iowa
| | - Nitin J Karandikar
- 1Department of Pathology, Carver College of Medicine, University of Iowa
- 2Graduate Program in Immunology, Carver College of Medicine, University of Iowa
- 4Graduate Program in Molecular Cell Biology, Carver College of Medicine, University of Iowa
| | - Ashutosh K Mangalam
- 1Department of Pathology, Carver College of Medicine, University of Iowa
- 2Graduate Program in Immunology, Carver College of Medicine, University of Iowa
- 4Graduate Program in Molecular Cell Biology, Carver College of Medicine, University of Iowa
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Freedman SN, Shahi S, Zarei K, Gupta A, Guseva N, Bossler A, Legge KL, Mangalam AK. Linking diet, gut microbiota and autoimmunity: A phytoestrogen diet alters the gut microbiota and influences Experimental Autoimmune Encephalomyelitis (EAE). The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.178.13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
The etiology of multiple sclerosis (MS) involves genetic predisposition and an unknown environmental trigger. The gut microbiome may be an environmental contributing factor. Previously, we have shown that certain gut bacteria especially those with ability to metabolize phytoestrogen are less abundant in MS patients compared to healthy individuals. We hypothesize that phytoestrogen metabolism via microbial flora induces an anti-inflammatory state in the intestine. Therefore their reduced levels might predispose to disease development and/or severity. To test this, we placed C57Bl/6 mice on a diet with or without phytoestrogens and induced Experimental Autoimmune Encephalomyelitis (EAE), an experimental model of MS. We observed that mice on a phytoestrogen diet developed milder disease compared to those on a phytoestrogen free diet; a phenomenon dependent on the presence of phytoestrogen-metabolizing bacteria in the gut. We also found that a phytoestrogen diet alters the gut microbiota compared to a phytoestrogen-free diet with the gut microbiota of phytoestrogen group closely resembling the gut microbiota of healthy individuals. The gut microbiota of mice on a phytoestrogen-free diet closely resembles the gut microbiota of MS patients. Furthermore, mice on a phytoestrogen-diet exhibit an altered immune profile in the colonic lamina propria and mesenteric lymph nodes. Finally, we found that phytoestrogen-metabolites altered the cytokine-producing function of human colonic epithelial cells in vitro. Our results suggest that dietary phytoestrogen metabolites produced by commensal bacteria can alter the phenotype and function of the intestinal immune system, which may influence central nervous system autoimmunity.
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Affiliation(s)
- Samantha N Freedman
- 1Carver College of Medicine University of Iowa
- 2Department of Pathology, University of Iowa
| | | | - Kasra Zarei
- 1Carver College of Medicine University of Iowa
| | - Arnav Gupta
- 1Carver College of Medicine University of Iowa
| | | | | | - Kevin L Legge
- 1Carver College of Medicine University of Iowa
- 2Department of Pathology, University of Iowa
| | - Ashutosh K Mangalam
- 1Carver College of Medicine University of Iowa
- 2Department of Pathology, University of Iowa
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Shahi SK, Freedman SN, Murra AC, Zarei K, Sompallae R, Gibson-Corley KN, Karandikar NJ, Murray JA, Mangalam AK. Prevotella histicola, A Human Gut Commensal, Is as Potent as COPAXONE® in an Animal Model of Multiple Sclerosis. Front Immunol 2019; 10:462. [PMID: 30984162 PMCID: PMC6448018 DOI: 10.3389/fimmu.2019.00462] [Citation(s) in RCA: 71] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 02/20/2019] [Indexed: 12/31/2022] Open
Abstract
Multiple sclerosis (MS) is a demyelinating disease of the central nervous system. We and others have shown that there is enrichment or depletion of some gut bacteria in MS patients compared to healthy controls (HC), suggesting an important role of the gut bacteria in disease pathogenesis. Thus, specific gut bacteria that are lower in abundance in MS patients could be used as a potential treatment option for this disease. In particular, we and others have shown that MS patients have a lower abundance of Prevotella compared to HC, whereas the abundance of Prevotella is increased in patients that receive disease-modifying therapies such as Copaxone® (Glatiramer acetate-GA). This inverse correlation between the severity of MS disease and the abundance of Prevotella suggests its potential for use as a therapeutic option to treat MS. Notably we have previously identified a specific strain, Prevotella histicola (P. histicola), that suppresses disease in the animal model of MS, experimental autoimmune encephalomyelitis (EAE) compared with sham treatment. In the present study we analyzed whether the disease suppressing effects of P. histicola synergize with those of the disease-modifying drug Copaxone® to more effectively suppress disease compared to either treatment alone. Treatment with P. histicola was as effective in suppressing disease as treatment with Copaxone®, whereas the combination of P. histicola plus Copaxone® was not more effective than either individual treatment. P. histicola-treated mice had an increased frequency and number of CD4+FoxP3+ regulatory T cells in periphery as well as gut and a decreased frequency of pro-inflammatory IFN-γ and IL17-producing CD4 T cells in the CNS, suggesting P. histicola suppresses disease by boosting anti-inflammatory immune responses and inhibiting pro-inflammatory immune responses. In conclusion, our study indicates that the human gut commensal P. histicola can suppress disease as efficiently as Copaxone® and may provide an alternative treatment option for MS patients.
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Affiliation(s)
- Shailesh K Shahi
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Samantha N Freedman
- Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States
| | - Alexandra C Murra
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Kasra Zarei
- Medical Scientist Training Program, University of Iowa, Iowa City, IA, United States
| | | | | | - Nitin J Karandikar
- Department of Pathology, University of Iowa, Iowa City, IA, United States.,Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States.,Graduate Program in Molecular Cell Biology, University of Iowa, Iowa City, IA, United States
| | - Joseph A Murray
- Department of Immunology, Mayo Clinic, Rochester, MN, United States.,Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, United States
| | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA, United States.,Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States.,Medical Scientist Training Program, University of Iowa, Iowa City, IA, United States.,Graduate Program in Molecular Cell Biology, University of Iowa, Iowa City, IA, United States
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Mangalam AK, Yadav R. Utility of CD64 Expression on Neutrophils as a Marker to Differentiate Infectious versus Noninfectious Disease Flares in Autoimmune Disorders. Indian J Rheumatol 2019; 14:9-11. [PMID: 31885420 PMCID: PMC6934104 DOI: 10.4103/0973-3698.254192] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
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Abstract
Introduction: The gut microbiome helps to maintain a person's healthy state while perturbations in its function often leading to the development of inflammatory diseases including multiple sclerosis (MS). Consequently, gut-commensals which restore homeostasis have the potential to become novel therapeutic options for treating MS. MS patients have presented gut dysbiosis with a reduction in bacteria belonging to the Prevotella genus. Notably, increased levels of Prevotella are observed when disease-modifying therapies are used. Additionally, Prevotella histicola, an anaerobic bacterium derived from the human, can suppress disease in mice with experimental autoimmune encephalomyelitis, a preclinical MS model. Areas covered: This review compares MS microbiome studies from different geographical regions to identify common gut bacteria. Literature on the potential use of P. histicola as a therapy for MS and the next steps for developing microbial monotherapies in MS is also discussed. Expert commentary: Recent findings presenting an inverse correlation between Prevotella and MS disease severity and ability of P. histicola to suppress disease in preclinical models suggest that P. histicola might provide an additional treatment option for MS patients. However, rigorous testing in well-designed control trials should be performed to determine the safety and efficacy P. histicola in MS patients.
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Affiliation(s)
- Ashutosh K Mangalam
- a Immunology , University of Iowa , Iowa City , IA , USA.,b Department of Pathology , Carver College of Medicine University of Iowa , Iowa City , IA , USA
| | - Joseph Murray
- c Department of Immunology , Mayo Clinic , Rochester , MN , USA.,d Division of Gastroenterology and Hepatology , Mayo Clinic , Rochester , MN , USA
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Affiliation(s)
- Ashutosh K Mangalam
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa City, IA
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Shahi SK, Freedman SN, Gibson-Corley K, Karandikar NJ, Murray JA, Mangalam AK. Human gut commensal Prevotella histicola ameliorates disease as efficiently as Copaxone and Interferon-β in a preclinical animal model of multiple sclerosis. The Journal of Immunology 2018. [DOI: 10.4049/jimmunol.200.supp.54.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Multiple sclerosis (MS) is a demyelinating disease of the central nervous system. We and others have shown that gut microbiota play an important role in disease pathogenesis of MS as there is an enrichment or depletion of specific gut bacteria compared to healthy controls (HC). Thus the specific human gut bacteria found depleted or showing lower abundance in MS patients can be used as potential drug to treat MS. Further, we and others have shown that patients with MS have either lower abundance of Prevotella compared to HC or an increased level of Prevotella in patients receiving disease modifying therapies such as Copaxone and/or Interferon beta (IFN-β). We have previously identified a specific strain Prevotella histicola within Prevotella genus which can suppress disease in experimental autoimmune encephalomyelitis (EAE) animal model of MS. In this present study we compared disease suppressing ability of P. histicola to Copaxone or IFN-β in HLA-DR3.DQ8 transgenic mouse model of MS. We observed that P. histicola suppresses EAE as efficiently as Copaxone and IFN-β. P. histicola treated mice showed higher level of CD4+FoxP3+ regulatory T cell frequencies and decreased levels of pro-inflammatory cytokines IFNγ and IL17 suggesting that P. histicola suppresses disease through immunomodulation. Fecal microbiota analysis of different groups showed that group receiving Prevotella histicola had a distinct gut microbiota than the control group suggesting that P. histicola as might suppresses disease through modulation of gut microbiota. In conclusion, our study suggests that human gut commensal Prevotella histicola can provide an alternate treatment option for MS patients.
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Affiliation(s)
| | | | | | - Nitin J. Karandikar
- 1Department of Pathology, University of Iowa, Iowa City, IA-52242
- 2Graduate Program in Immunology, University of Iowa, Iowa City, IA-52242
- 3Graduate Program in Molecular Cell Biology, University of Iowa, Iowa City, IA-52242
| | - Joseph A. Murray
- 4Department of Immunology, Mayo Clinic, Rochester, MN 55905, USA
- 5Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN 55905, USA
| | - Ashutosh K. Mangalam
- 1Department of Pathology, University of Iowa, Iowa City, IA-52242
- 2Graduate Program in Immunology, University of Iowa, Iowa City, IA-52242
- 3Graduate Program in Molecular Cell Biology, University of Iowa, Iowa City, IA-52242
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Giri S, poisson L, Singh J, Datta I, Suhail H, Mangalam AK, Cerghet M, Elias SB, Rattan R. Blood-based untargeted metabolomics in Relapsing-Remitting Multiple Sclerosis revealed testable therapeutic target. The Journal of Immunology 2018. [DOI: 10.4049/jimmunol.200.supp.45.24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Abstract
Relapsing-remitting (RRMS), a most common form of MS, is characterized by acute attacks alternated by partial or complete recovery periods. The major focus of our research is to identify the therapeutic target using metabolomics. Metabolomics is a fast emerging field which can provide a direct “functional readout of the physiological state” of an organism. Identification of blood-based metabolic pathway(s) in relapsing-remitting form of MS (RRMS) which could be used for therapy. Using untargeted ultra-performance liquid and gas mass spectrometry, we measured serum metabolites from 33 RRMS patients, and 14 healthy subjects (HS). A total of 621 known metabolites were detected and 60 metabolites were significantly altered in the serum of RRMS compared to HS. Bioinformatics analysis revealed four metabolic pathways altered in RRMS including glycerophospholipid, citrate cycle, sphingolipids, and pyruvate metabolism. PBMCs isolated from RRMS patients exhibited higher glycolysis suggesting altered metabolic state of immune cells. EAE mice treated with glycolytic inhibitor 2-deoxyglucose (2-DG; once daily), resulted in a significantly delayed (P<0.001) the disease progression. 2DG inhibited (P<0.01) interleukin 17 production by reducing glycolysis (P<0.01) in monocytes of treated EAE group. Using untargeted metabolomic and Seahorse bioanalyzer approaches, we document that RRMS patients showed altered metabolic state “metabotype”. Targeting glycolysis, upstream of metabolic pathways altered in RRMS, using pharmacological inhibitor ameliorated the disease progression and pathology in a preclinical model of MS.
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Abstract
Multiple sclerosis (MS) is a chronic neuroinflammatory disease of the central nervous system with unknown etiology. Recently, the gut microbiota has emerged as a potential factor in the development of MS, with a number of studies having shown that patients with MS exhibit gut dysbiosis. The gut microbiota helps the host remain healthy by regulating various functions, including food metabolism, energy homeostasis, maintenance of the intestinal barrier, inhibition of colonization by pathogenic organisms, and shaping of both mucosal and systemic immune responses. Alteration of the gut microbiota, and subsequent changes in its metabolic network that perturb this homeostasis, may lead to intestinal and systemic disorders such as MS. Here we discuss the findings of recent MS microbiome studies and potential mechanisms through which gut microbiota can predispose to, or protect against, MS. These findings highlight the need of an improved understanding of the interactions between the microbiota and host for developing therapies based on gut commensals with which to treat MS.
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Affiliation(s)
- Samantha N Freedman
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, USA
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Shailesh K Shahi
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Ashutosh K Mangalam
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, USA.
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA.
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Abstract
The human gut contains trillions of bacteria (microbiome) that play a major role in maintaining a healthy state for the host. Perturbation of this healthy gut microbiome might be an important environmental factor in the pathogenesis of inflammatory autoimmune diseases such as multiple sclerosis (MS). Others and we have recently reported that MS patients have gut microbial dysbiosis (altered microbiota) with the depletion of some and enrichment of other bacteria. However, the significance of gut bacteria that show lower or higher abundance in MS is unclear. The majority of gut bacteria are associated with certain metabolic pathways, which in turn help in the maintenance of immune homeostasis of the host. Here we discuss recent MS microbiome studies and the possible mechanisms through which gut microbiome might contribute to the pathogenesis of MS.
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Affiliation(s)
- Shailesh K. Shahi
- Department of Pathology, Interdisciplinary Graduate Program in Immunology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Samantha N. Freedman
- Department of Pathology, Interdisciplinary Graduate Program in Immunology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Ashutosh K. Mangalam
- Department of Pathology, Interdisciplinary Graduate Program in Immunology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA,CONTACT Ashutosh K. Mangalam, Ph.D. Department of Pathology, University of Iowa Carver College of Medicine, 25 S. Grand Avenue, 1080A ML Iowa City, IA 52242
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Shahi SK, Freedman S, Luckey D, Karau M, Marietta E, Choung RS, Gibson-Corley K, Patel R, Rodriguez M, David CS, Taneja V, Murray JA, Mangalam AK. Human gut-derived commensal Prevotella histicola suppress experimental autoimmune encephalomyelitis in humanized mice. The Journal of Immunology 2017. [DOI: 10.4049/jimmunol.198.supp.219.18] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Our recent multiple sclerosis (MS) microbiome study indicates an important role of gut microbiota in pathogenesis of MS, an autoimmune disease of central nervous system. Gut microbiota help in maintaining immune-homeostasis by regulating balance between CD4+CD25+FoxP3+ regulatory T cells (Tregs) and pro-inflammatory Th1/Th17 cells. A shift of balance towards Th1/Th17 cells leading to inflammation and demyelination in central nervous system (CNS), is suggested to be responsible of disease initiation and/or relapses in MS. Therefore, gut commensals capable of restoring the microbiome to a healthy state could provide novel therapeutic options for treating autoimmune diseases including MS. Here, we report identification of human gut-derived commensal bacteria, Prevotella histicola (P. histicola), which can suppress an autoimmune disease in HLA class-II transgenic model of experimental autoimmune encephalomyelitis (EAE), an experimental model of MS. P. histicola suppresses disease through modulation of systemic immune response. P. histicola challenge led to a decrease in pro-inflammatory Th1 (IFNγ) and Th17 (IL17) cytokines, and increase in the frequencies of CD4+FoxP3+ Tregs, tolerogenic dendritic cells and suppressive macrophages. We also observed that mice with EAE had a altered gut microbiota compared to naïve mice and treatment with P. histicola restored gut flora to a normal state which further support an important role of gut microbiota in EAE/MS. Our study provides compelling evidence that administration of gut commensals may regulate a systemic immune response and have a possible role in the treatment of autoimmune diseases.
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Wang Y, Cao Y, Mangalam AK, Guo Y, LaFrance-Corey RG, Gamez JD, Atanga PA, Clarkson BD, Zhang Y, Wang E, Angom RS, Dutta K, Ji B, Pirko I, Lucchinetti CF, Howe CL, Mukhopadhyay D. Neuropilin-1 modulates interferon-γ-stimulated signaling in brain microvascular endothelial cells. J Cell Sci 2016; 129:3911-3921. [PMID: 27591257 DOI: 10.1242/jcs.190702] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 08/31/2016] [Indexed: 02/06/2023] Open
Abstract
Inflammatory response of blood-brain barrier (BBB) endothelial cells plays an important role in pathogenesis of many central nervous system inflammatory diseases, including multiple sclerosis; however, the molecular mechanism mediating BBB endothelial cell inflammatory response remains unclear. In this study, we first observed that knockdown of neuropilin-1 (NRP1), a co-receptor of several structurally diverse ligands, suppressed interferon-γ (IFNγ)-induced C-X-C motif chemokine 10 expression and activation of STAT1 in brain microvascular endothelial cells in a Rac1-dependent manner. Moreover, endothelial-specific NRP1-knockout mice, VECadherin-Cre-ERT2/NRP1flox/flox mice, showed attenuated disease progression during experimental autoimmune encephalomyelitis, a mouse neuroinflammatory disease model. Detailed analysis utilizing histological staining, quantitative PCR, flow cytometry and magnetic resonance imaging demonstrated that deletion of endothelial NRP1 suppressed neuron demyelination, altered lymphocyte infiltration, preserved BBB function and decreased activation of the STAT1-CXCL10 pathway. Furthermore, increased expression of NRP1 was observed in endothelial cells of acute multiple sclerosis lesions. Our data identify a new molecular mechanism of brain microvascular endothelial inflammatory response through NRP1-IFNγ crosstalk that could be a potential target for intervention of endothelial cell dysfunction in neuroinflammatory diseases.
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Affiliation(s)
- Ying Wang
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Ying Cao
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa Carver College of Medicine, Iowa city, IA 52242, USA
| | - Yong Guo
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | | | - Jeffrey D Gamez
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | | | | | - Yuebo Zhang
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Enfeng Wang
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Ramcharan Singh Angom
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Kirthica Dutta
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Baoan Ji
- Department of Cancer Biology, Mayo Clinic, Jacksonville, FL 32224, USA
| | - Istvan Pirko
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | | | - Charles L Howe
- Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA
| | - Debabrata Mukhopadhyay
- Department of Biochemistry and Molecular Biology, Mayo Clinic, Jacksonville, FL 32224, USA
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Mangalam AK, Rattan R, Suhail H, Singh J, Hoda MN, Deshpande M, Fulzele S, Denic A, Shridhar V, Kumar A, Viollet B, Rodriguez M, Giri S. AMP-Activated Protein Kinase Suppresses Autoimmune Central Nervous System Disease by Regulating M1-Type Macrophage–Th17 Axis. J I 2016; 197:747-60. [DOI: 10.4049/jimmunol.1501549] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2015] [Accepted: 05/31/2016] [Indexed: 01/22/2023]
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49
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Chen J, Chia N, Kalari KR, Yao JZ, Novotna M, Paz Soldan MM, Luckey DH, Marietta EV, Jeraldo PR, Chen X, Weinshenker BG, Rodriguez M, Kantarci OH, Nelson H, Murray JA, Mangalam AK. Multiple sclerosis patients have a distinct gut microbiota compared to healthy controls. Sci Rep 2016; 6:28484. [PMID: 27346372 PMCID: PMC4921909 DOI: 10.1038/srep28484] [Citation(s) in RCA: 523] [Impact Index Per Article: 65.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 06/03/2016] [Indexed: 02/07/2023] Open
Abstract
Multiple sclerosis (MS) is an immune-mediated disease, the etiology of which involves both genetic and environmental factors. The exact nature of the environmental factors responsible for predisposition to MS remains elusive; however, it’s hypothesized that gastrointestinal microbiota might play an important role in pathogenesis of MS. Therefore, this study was designed to investigate whether gut microbiota are altered in MS by comparing the fecal microbiota in relapsing remitting MS (RRMS) (n = 31) patients to that of age- and gender-matched healthy controls (n = 36). Phylotype profiles of the gut microbial populations were generated using hypervariable tag sequencing of the V3–V5 region of the 16S ribosomal RNA gene. Detailed fecal microbiome analyses revealed that MS patients had distinct microbial community profile compared to healthy controls. We observed an increased abundance of Psuedomonas, Mycoplana, Haemophilus, Blautia, and Dorea genera in MS patients, whereas control group showed increased abundance of Parabacteroides, Adlercreutzia and Prevotella genera. Thus our study is consistent with the hypothesis that MS patients have gut microbial dysbiosis and further study is needed to better understand their role in the etiopathogenesis of MS.
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Affiliation(s)
- Jun Chen
- Division of Biomedical Statistics and Informatics-Department of Health Sciences Research Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA
| | - Nicholas Chia
- Department of Surgical Research Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA.,Department of Biophysics Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA
| | - Krishna R Kalari
- Division of Biomedical Statistics and Informatics-Department of Health Sciences Research Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA
| | - Janet Z Yao
- Department of Surgical Research Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA
| | - Martina Novotna
- Mayo Clinic Center for Multiple Sclerosis and CNS Demyelinating Diseases, Department of Neurology, Mayo Clinic College of Medicine, 200 1st ST SW, Rochester, MN-55905, USA.,International Clinical Research Center, St. Anne's University Hospital Brno, Pekařská 53, 656 91 Brno, Czech Republic
| | - M Mateo Paz Soldan
- Mayo Clinic Center for Multiple Sclerosis and CNS Demyelinating Diseases, Department of Neurology, Mayo Clinic College of Medicine, 200 1st ST SW, Rochester, MN-55905, USA
| | - David H Luckey
- Department of Immunology Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA
| | - Eric V Marietta
- Department of Gastroenterology, Mayo Clinic, Rochester, MN-55905, USA
| | - Patricio R Jeraldo
- Department of Surgical Research Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA
| | - Xianfeng Chen
- Division of Biomedical Statistics and Informatics-Department of Health Sciences Research Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA
| | - Brian G Weinshenker
- Mayo Clinic Center for Multiple Sclerosis and CNS Demyelinating Diseases, Department of Neurology, Mayo Clinic College of Medicine, 200 1st ST SW, Rochester, MN-55905, USA
| | - Moses Rodriguez
- Mayo Clinic Center for Multiple Sclerosis and CNS Demyelinating Diseases, Department of Neurology, Mayo Clinic College of Medicine, 200 1st ST SW, Rochester, MN-55905, USA.,Department of Immunology Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA
| | - Orhun H Kantarci
- Mayo Clinic Center for Multiple Sclerosis and CNS Demyelinating Diseases, Department of Neurology, Mayo Clinic College of Medicine, 200 1st ST SW, Rochester, MN-55905, USA
| | - Heidi Nelson
- Department of Surgical Research Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA
| | - Joseph A Murray
- Department of Immunology Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA.,Department of Gastroenterology, Mayo Clinic, Rochester, MN-55905, USA
| | - Ashutosh K Mangalam
- Department of Immunology Mayo Clinic, 200 1st ST SW, Rochester, MN -55905, USA.,Department of Pathology, 25 S Grand Ave, 1080-ML, University of Iowa, Iowa City, IA-52242, USA
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50
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Zhao J, Zhao J, Mangalam AK, Channappanavar R, Fett C, Meyerholz DK, Agnihothram S, Baric RS, David CS, Perlman S. Airway Memory CD4(+) T Cells Mediate Protective Immunity against Emerging Respiratory Coronaviruses. Immunity 2016; 44:1379-91. [PMID: 27287409 PMCID: PMC4917442 DOI: 10.1016/j.immuni.2016.05.006] [Citation(s) in RCA: 389] [Impact Index Per Article: 48.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2015] [Revised: 02/14/2016] [Accepted: 03/08/2016] [Indexed: 02/06/2023]
Abstract
Two zoonotic coronaviruses (CoVs)—SARS-CoV and MERS-CoV—have crossed species to cause severe human respiratory disease. Here, we showed that induction of airway memory CD4+ T cells specific for a conserved epitope shared by SARS-CoV and MERS-CoV is a potential strategy for developing pan-coronavirus vaccines. Airway memory CD4+ T cells differed phenotypically and functionally from lung-derived cells and were crucial for protection against both CoVs in mice. Protection was dependent on interferon-γ and required early induction of robust innate and virus-specific CD8+ T cell responses. The conserved epitope was also recognized in SARS-CoV- and MERS-CoV-infected human leukocyte antigen DR2 and DR3 transgenic mice, indicating potential relevance in human populations. Additionally, this epitope was cross-protective between human and bat CoVs, the progenitors for many human CoVs. Vaccine strategies that induce airway memory CD4+ T cells targeting conserved epitopes might have broad applicability in the context of new CoVs and other respiratory virus outbreaks. Intranasal but not subcutaneous vaccination protects mice from pathogenic human CoVs Protection is mediated by airway memory CD4+ T cells IFN-γ produced by airway memory CD4+ T cells is required for protection A conserved epitope in SARS-CoV and MERS-CoV induces cross-reactive T cell responses
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Affiliation(s)
- Jincun Zhao
- State Key Laboratory of Respiratory Diseases, Guangzhou Institute of Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China; Department of Microbiology, University of Iowa, Iowa City, IA 52242, USA.
| | - Jingxian Zhao
- Department of Microbiology, University of Iowa, Iowa City, IA 52242, USA
| | | | | | - Craig Fett
- Department of Microbiology, University of Iowa, Iowa City, IA 52242, USA
| | - David K Meyerholz
- Department of Pathology, University of Iowa, Iowa City, IA 52242, USA
| | - Sudhakar Agnihothram
- Department of Microbiology and Immunology and Department of Epidemiology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Ralph S Baric
- Department of Microbiology and Immunology and Department of Epidemiology, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Chella S David
- Department of Immunology, Mayo Clinic, Rochester, MI 55905, USA
| | - Stanley Perlman
- Department of Microbiology, University of Iowa, Iowa City, IA 52242, USA.
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