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Mazzola A, Roger C, Lhotte R, Mallet M, Thabut D, Taupin JL, Conti F. HLA evolutionary divergence effect on bacterial infection risk in cirrhotic liver transplant candidates. Clin Immunol 2025; 270:110399. [PMID: 39561928 DOI: 10.1016/j.clim.2024.110399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Revised: 10/21/2024] [Accepted: 11/10/2024] [Indexed: 11/21/2024]
Abstract
Bacterial infections are common in cirrhosis patients, increasing the risk of decompensation and death. The impact of HLA evolutionary divergence (HED) on infection risk hasn't been studied in humans before. We conducted a retrospective study on cirrhosis patients awaiting liver transplantation (LT) from January 2019 to February 2022, examining class I and II-HED effects on bacterial infections and cirrhosis decompensation. We included 269 cirrhosis patients. Among them, 98 experienced 153 bacterial infections. Multivariable analysis after variable selection revealed that higher class II-HED was linked to fewer bacterial infections (p = 0.034), while class I-HED showed no effect (p = 0.074). Independent risk factors for bacterial infections included invasive procedures (p < 0.001), ICU hospitalization (p < 0.001), recent antibiotic treatment (p = 0.046), rifaximin use (p = 0.043), and cirrhosis decompensation (p = 0.002). Neither class I nor II-HED affected decompensation risk. This pioneering study shows that high class II-HED levels may protect against bacterial infections in cirrhosis patients awaiting LT, suggesting an immunological mechanism at play.
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Affiliation(s)
- Alessandra Mazzola
- Sorbonne Université, Unité médicale de transplantation hépatique, hépato-gastroentérologie, AP-HP, Hôpital Pitié-Salpêtrière, 75013 Paris, France; MICS-Research laboratory in Mathematics and Computer Science at CentraleSupélec, Gif-Sur-Yvette, France.
| | - Clémentine Roger
- Sorbonne Université, Unité médicale de transplantation hépatique, hépato-gastroentérologie, AP-HP, Hôpital Pitié-Salpêtrière, 75013 Paris, France.
| | - Romain Lhotte
- CHU Paris-GH St-Louis Lariboisière F. Widal, Laboratoire d'immunologie-Histocomptabilité, Hôpital Saint-Louis, 75010 Paris, France; MICS-Research laboratory in Mathematics and Computer Science at CentraleSupélec, Gif-Sur-Yvette, France.
| | - Maxime Mallet
- Sorbonne Université, Unité médicale de transplantation hépatique, hépato-gastroentérologie, AP-HP, Hôpital Pitié-Salpêtrière, 75013 Paris, France.
| | - Dominique Thabut
- Sorbonne Université, Unité médicale de transplantation hépatique, hépato-gastroentérologie, AP-HP, Hôpital Pitié-Salpêtrière, 75013 Paris, France.
| | - Jean-Luc Taupin
- CHU Paris-GH St-Louis Lariboisière F. Widal, Laboratoire d'immunologie-Histocomptabilité, Hôpital Saint-Louis, 75010 Paris, France.
| | - Filomena Conti
- Sorbonne Université, Unité médicale de transplantation hépatique, hépato-gastroentérologie, AP-HP, Hôpital Pitié-Salpêtrière, 75013 Paris, France.
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Benga L, Rehm A, Gougoula C, Westhoff P, Wachtmeister T, Benten WPM, Engelhardt E, Weber APM, Köhrer K, Sager M, Janssen S. The host genotype actively shapes its microbiome across generations in laboratory mice. MICROBIOME 2024; 12:256. [PMID: 39639355 PMCID: PMC11619136 DOI: 10.1186/s40168-024-01954-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 10/18/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND The microbiome greatly affects health and wellbeing. Evolutionarily, it is doubtful that a host would rely on chance alone to pass on microbial colonization to its offspring. However, the literature currently offers only limited evidence regarding two alternative hypotheses: active microbial shaping by host genetic factors or transmission of a microbial maternal legacy. RESULTS To further dissect the influence of host genetics and maternal inheritance, we collected two-cell stage embryos from two representative wild types, C57BL6/J and BALB/c, and transferred a mixture of both genotype embryos into hybrid recipient mice to be inoculated by an identical microbiome at birth. CONCLUSIONS Observing the offspring for six generations unequivocally emphasizes the impact of host genetic factors over maternal legacy in constant environments, akin to murine laboratory experiments. Interestingly, maternal legacy solely controlled the microbiome in the first offspring generation. However, current evidence supporting maternal legacy has not extended beyond this initial generation, resolving the aforementioned debate. Video Abstract.
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Affiliation(s)
- Laurentiu Benga
- Central Unit for Animal Research and Animal Welfare Affairs, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
| | - Anna Rehm
- Algorithmic Bioinformatics, Justus Liebig University Giessen, Giessen, Germany
| | - Christina Gougoula
- Central Unit for Animal Research and Animal Welfare Affairs, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Philipp Westhoff
- Cluster of Excellence on Plant Science, Institute of Plant Biochemistry, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Thorsten Wachtmeister
- Genomics and Transcriptomics Laboratory, Biological and Medical Research Center, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - W Peter M Benten
- Central Unit for Animal Research and Animal Welfare Affairs, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Eva Engelhardt
- Central Unit for Animal Research and Animal Welfare Affairs, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Andreas P M Weber
- Cluster of Excellence on Plant Science, Institute of Plant Biochemistry, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Karl Köhrer
- Genomics and Transcriptomics Laboratory, Biological and Medical Research Center, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Martin Sager
- Central Unit for Animal Research and Animal Welfare Affairs, Medical Faculty and University Hospital Düsseldorf, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Stefan Janssen
- Algorithmic Bioinformatics, Justus Liebig University Giessen, Giessen, Germany.
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Leclaire S, Bandekar M, Rowe M, Ritari J, Jokiniemi A, Partanen J, Allinen P, Kuusipalo L, Kekäläinen J. Female reproductive tract microbiota varies with MHC profile. Proc Biol Sci 2024; 291:20241334. [PMID: 39471862 PMCID: PMC11521592 DOI: 10.1098/rspb.2024.1334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Revised: 09/23/2024] [Accepted: 09/25/2024] [Indexed: 11/01/2024] Open
Abstract
Numerous studies have shown that a healthy reproductive tract microbiota is crucial for successful reproduction and that its composition is influenced by various environmental and host factors. However, it is not known whether the reproductive microbiota is also shaped by the major histocompatibility complex (MHC), a family of genes essential to differentiate 'self' from 'non-self' peptides to initiate an adaptive immune response. We tested the association between the follicular fluid microbiome and MHC genes in 27 women. Women with higher MHC diversity had a higher microbiome diversity, characterized by bacteria commonly associated with vaginal dysbiosis. Women with similar MHC genes were also similar in their microbiome composition, indicating that MHC composition may be a key factor in determining the bacterial assemblage in the reproductive tract. Finally, the composition of the follicular fluid microbiome was similar to the vaginal microbiome, suggesting that numerous bacteria of the vagina are true inhabitants of the follicular fluid or that vaginal microbiota contaminated the follicular fluid microbiota during transvaginal collection. Collectively, our results demonstrate the importance of host genetic factors in shaping women's reproductive microbiota and they open the door for further research on the role of microbiota in mediating MHC-related variation in reproductive success.
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Affiliation(s)
- Sarah Leclaire
- Centre de Recherche sur la Biodiversité et l’Environnement (CRBE), UMR5300, Université Toulouse, CNRS, IRD, Toulouse INP, 118 rte de Narbonne, Toulouse31062, France
| | - Mandar Bandekar
- Department of Environmental and Biological Sciences, University of Eastern Finland, PO Box 111, Joensuu80101, Finland
| | - Melissah Rowe
- Department of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen6700 AB, The Netherlands
| | - Jarmo Ritari
- Finnish Red Cross Blood Service, Research and Development, Haartmaninkatu 8, Helsinki00290, Finland
| | - Annalaura Jokiniemi
- Department of Environmental and Biological Sciences, University of Eastern Finland, PO Box 111, Joensuu80101, Finland
| | - Jukka Partanen
- Finnish Red Cross Blood Service, Research and Development, Haartmaninkatu 8, Helsinki00290, Finland
| | - Pia Allinen
- Ovumia Kuopio, Ajurinkatu 16, Kuopio70110, Finland
| | - Liisa Kuusipalo
- North Karelia Central Hospital, Tikkamäentie 16, Joensuu80210, Finland
| | - Jukka Kekäläinen
- Department of Environmental and Biological Sciences, University of Eastern Finland, PO Box 111, Joensuu80101, Finland
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Berryman MA, Ilonen J, Triplett EW, Ludvigsson J. Functional metagenomic analysis reveals potential inflammatory triggers associated with genetic risk for autoimmune disease. J Autoimmun 2024; 148:103290. [PMID: 39033688 DOI: 10.1016/j.jaut.2024.103290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 04/28/2024] [Accepted: 07/14/2024] [Indexed: 07/23/2024]
Abstract
To assess functional differences between the microbiomes of individuals with autoimmune risk-associated human leukocyte antigen (HLA) genetics and autoimmune protection-associated HLA, we performed a metagenomic analysis of stool samples from 72 infants in the All Babies in Southeast Sweden general-population cohort and assessed haplotype-peptide binding affinities. Infants with risk-associated HLA DR3-DQ2.5 and DR4-DQ8 had a higher abundance of known pathogen-associated molecular patterns and virulence related genes than infants with protection-associated HLA DR15-DQ6.2. However, there was limited overlap in the type of inflammatory trigger between risk groups. Supported by a high Firmicutes/Bacteroides ratio and differentially abundant flagellated species, genes related to the synthesis of flagella were prominent in those with HLA DR3-DQ2.5. However, this haplotype had a significantly lower likelihood of binding affinity to flagellin peptides. O-antigen biosynthesis genes were significantly correlated with the risk genotypes and absent from protective genotype association, supported by the differential abundance of gram-negative bacteria seen in the risk-associated groups. Genes related to vitamin B biosynthesis stood out in higher abundance in infants with HLA DR3-DQ2.5/DR4-DQ8 heterozygosity compared to those with autoimmune-protective genetics. Prevotella species and genus were significantly abundant in all infant groups with high risk for autoimmune disease. The potential inflammatory triggers associated with genetic risk for autoimmunity have significant implications. These results suggest that certain HLA haplotypes may be creating the opportunity for dysbiosis and subsequent inflammation early in life by clearing beneficial microbes or not clearing proinflammatory microbes. This HLA gatekeeping may prevent genetically at-risk individuals from benefiting from probiotic therapies by restricting the colonization of those beneficial bacteria.
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Affiliation(s)
- Meghan A Berryman
- Department of Microbiology and Cell Science, Institute of Food and Agricultural Sciences, University of Florida, Gainesville, FL, USA
| | - Jorma Ilonen
- Immunogenetics Laboratory, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Eric W Triplett
- Department of Microbiology and Cell Science, Institute of Food and Agricultural Sciences, University of Florida, Gainesville, FL, USA.
| | - Johnny Ludvigsson
- Crown Princess Victoria's Children's Hospital and Division of Pediatrics, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
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Arnaiz-Villena A, Juarez I, Vaquero-Yuste C, Lledo T, Martin-Villa JM, Suarez-Trujillo F. Complex Interactions between the Human Major Histocompatibility Complex (MHC) and Microbiota: Their Roles in Disease Pathogenesis and Immune System Regulation. Biomedicines 2024; 12:1928. [PMID: 39200390 PMCID: PMC11352054 DOI: 10.3390/biomedicines12081928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 08/19/2024] [Accepted: 08/19/2024] [Indexed: 09/02/2024] Open
Abstract
The relationship between microbiota and the immune system is complex and characterized by the ways in which microbiota directs immune function interactions, both innate and acquired and also keeps activating the immune system throughout an individual's life. In this respect, the human Major Histocompatibility Complex (MHC, referred to as HLA in humans) plays a crucial role and is also established in self-defense against microbes by presenting microbial-derived peptides to the immune cells. However, this assumption has some unclear aspects that should be investigated. For example, how is the microbiota shaped by microbe species diversity, quantity and functions of the immune system, as well as the role and molecular mechanisms of the HLA complex during this process. There are autoimmune diseases related to both HLA and specific microbiota changes or alterations, many of which are mentioned in the present review. In addition, the HLA peptide presenting function should be put in a framework together with its linkage to diseases and also with HLA compatibility necessary for transplants to be successful. These are still quite an enigmatically statistical and phenomenological approach, but no firm pathogenic mechanisms have been described; thus, HLA's real functioning is still to be fully unveiled. After many years of HLA single-genes studies, firm pathogenesis mechanisms underlying disease linkage have been discovered. Finally, microbiota has been defined as conformed by bacteria, protozoa, archaea, fungi, and viruses; notwithstanding, endogenous viral sequences integrated into the human genome and other viral particles (obelisks) recently found in the digestive mucosa should be taken into account because they may influence both the microbiome and the immune system and their interactions. In this context, we propose to integrate these microbial-genetic particle components into the microbiome concept and designate it as "microgenobiota".
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Affiliation(s)
- Antonio Arnaiz-Villena
- Department of Immunology, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain; (I.J.); (C.V.-Y.); (T.L.); (J.M.M.-V.); (F.S.-T.)
- Instituto de Investigacion Sanitaria Gegorio Marañon, 28009 Madrid, Spain
| | - Ignacio Juarez
- Department of Immunology, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain; (I.J.); (C.V.-Y.); (T.L.); (J.M.M.-V.); (F.S.-T.)
- Instituto de Investigacion Sanitaria Gegorio Marañon, 28009 Madrid, Spain
| | - Christian Vaquero-Yuste
- Department of Immunology, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain; (I.J.); (C.V.-Y.); (T.L.); (J.M.M.-V.); (F.S.-T.)
- Instituto de Investigacion Sanitaria Gegorio Marañon, 28009 Madrid, Spain
| | - Tomás Lledo
- Department of Immunology, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain; (I.J.); (C.V.-Y.); (T.L.); (J.M.M.-V.); (F.S.-T.)
- Instituto de Investigacion Sanitaria Gegorio Marañon, 28009 Madrid, Spain
| | - José Manuel Martin-Villa
- Department of Immunology, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain; (I.J.); (C.V.-Y.); (T.L.); (J.M.M.-V.); (F.S.-T.)
- Instituto de Investigacion Sanitaria Gegorio Marañon, 28009 Madrid, Spain
| | - Fabio Suarez-Trujillo
- Department of Immunology, School of Medicine, Complutense University of Madrid, 28040 Madrid, Spain; (I.J.); (C.V.-Y.); (T.L.); (J.M.M.-V.); (F.S.-T.)
- Instituto de Investigacion Sanitaria Gegorio Marañon, 28009 Madrid, Spain
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Yue T, Tan H, Wang C, Liu Z, Yang D, Ding Y, Xu W, Yan J, Zheng X, Weng J, Luo S. High-risk genotypes for type 1 diabetes are associated with the imbalance of gut microbiome and serum metabolites. Front Immunol 2022; 13:1033393. [PMID: 36582242 PMCID: PMC9794034 DOI: 10.3389/fimmu.2022.1033393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 11/29/2022] [Indexed: 12/15/2022] Open
Abstract
Background The profile of gut microbiota, serum metabolites, and lipids of type 1 diabetes (T1D) patients with different human leukocyte antigen (HLA) genotypes remains unknown. We aimed to explore gut microbiota, serum metabolites, and lipids signatures in individuals with T1D typed by HLA genotypes. Methods We did a cross-sectional study that included 73 T1D adult patients. Patients were categorized into two groups according to the HLA haplotypes they carried: those with any two of three susceptibility haplotypes (DR3, DR4, DR9) and without any of the protective haplotypes (DR8, DR11, DR12, DR15, DR16) were defined as high-risk HLA genotypes group (HR, n=30); those with just one or without susceptibility haplotypes as the non-high-risk HLA genotypes group (NHR, n=43). We characterized the gut microbiome profile with 16S rRNA gene amplicon sequencing and analyzed serum metabolites with liquid chromatography-mass spectrometry. Results Study individuals were 32.5 (8.18) years old, and 60.3% were female. Compared to NHR, the gut microbiota of HR patients were characterized by elevated abundances of Prevotella copri and lowered abundances of Parabacteroides distasonis. Differential serum metabolites (hypoxanthine, inosine, and guanine) which increased in HR were involved in purine metabolism. Different lipids, phosphatidylcholines and phosphatidylethanolamines, decreased in HR group. Notably, Parabacteroides distasonis was negatively associated (p ≤ 0.01) with hypoxanthine involved in purine metabolic pathways. Conclusions The present findings enabled a better understanding of the changes in gut microbiome and serum metabolome in T1D patients with HLA risk genotypes. Alterations of the gut microbiota and serum metabolites may provide some information for distinguishing T1D patients with different HLA risk genotypes.
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Affiliation(s)
- Tong Yue
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Huiling Tan
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Chaofan Wang
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Ziyu Liu
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Daizhi Yang
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Yu Ding
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Wen Xu
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Jinhua Yan
- Department of Endocrinology and Metabolism, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Xueying Zheng
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China
| | - Jianping Weng
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China,*Correspondence: Jianping Weng, ; Sihui Luo,
| | - Sihui Luo
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China,*Correspondence: Jianping Weng, ; Sihui Luo,
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Honerlagen H, Reyer H, Segelke D, Müller CBM, Prahl MC, Ponsuksili S, Trakooljul N, Reinsch N, Kuhla B, Wimmers K. Ruminal background of predisposed milk urea (MU) concentration in Holsteins. Front Microbiol 2022; 13:939711. [PMID: 36177471 PMCID: PMC9513179 DOI: 10.3389/fmicb.2022.939711] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 07/26/2022] [Indexed: 12/26/2022] Open
Abstract
Efforts to reduce nitrogen (N) emissions are currently based on the optimization of dietary- N supply at average herd N requirements. The implementation of the considerable individual differences and predispositions in N- use efficiency and N- excretion in breeding programs is hampered by the difficulty of data collection. Cow individual milk urea (MU) concentration has been proposed as an easy-to-measure surrogate trait, but recent studies questioned its predictive power. Therefore, a deeper understanding of the biological mechanisms underlying predisposed higher (HMUg) or lower (LMUg) MU concentration in dairy cows is needed. Considering the complex N- metabolism in ruminants, the distinction between HMUg and LMUg could be based on differences in (i) the rumen microbial community, (ii) the host-specific transcription processes in the rumen villi, and (iii) the host-microbe interaction in the rumen. Therefore, rumen fluid and rumen epithelial samples from 10 HMUg and 10 LMUg cows were analyzed by 16S sequencing and HiSeq sequencing. In addition, the effect of dietary-N reduction on ruminal shifts was investigated in a second step. In total, 10 differentially abundant genera (DAG) were identified between HMUg and LMUg cows, elucidating greater abundances of ureolytic Succinivibrionaceae_UCG-002 and Ruminococcaceae_unclassified in LMUg animals and enhanced occurrences of Butyvibrio in HMUg cows. Differential expression analysis revealed genes of the bovine Major Histocompatibility Complex (BOLA genes) as well as MX1, ISG15, and PRSS2 displaying candidates of MU predisposition that further attributed to enhanced immune system activities in LMUg cows. A number of significant correlations between microbial genera and host transcript abundances were uncovered, including strikingly positive correlations of BOLA-DRA transcripts with Roseburia and Lachnospiraceae family abundances that might constitute particularly prominent microbial-host interplays of MU predisposition. The reduction of feed-N was followed by 18 DAG in HMUg and 19 DAG in LMUg, depicting pronounced interest on Shuttleworthia, which displayed controversial adaption in HMUg and LMUg cows. Lowering feed-N further elicited massive downregulation of immune response and energy metabolism pathways in LMUg. Considering breeding selection strategies, this study attributed information content to MU about predisposed ruminal N-utilization in Holstein-Friesians.
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Affiliation(s)
- Hanne Honerlagen
- Research Institute for Farm Animal Biology (FBN), Institute of Genome Biology, Dummerstorf, Germany
| | - Henry Reyer
- Research Institute for Farm Animal Biology (FBN), Institute of Genome Biology, Dummerstorf, Germany
| | - Dierck Segelke
- IT-Solutions for Animal Production, Vereinigte Informationssysteme Tierhaltung w.V. (vit), Verden, Germany
| | - Carolin Beatrix Maria Müller
- Research Institute for Farm Animal Biology (FBN), Institute of Nutritional Physiology “Oskar Kellner”, Dummerstorf, Germany
| | - Marie Christin Prahl
- Research Institute for Farm Animal Biology (FBN), Institute of Nutritional Physiology “Oskar Kellner”, Dummerstorf, Germany
| | - Siriluck Ponsuksili
- Research Institute for Farm Animal Biology (FBN), Institute of Genome Biology, Dummerstorf, Germany
| | - Nares Trakooljul
- Research Institute for Farm Animal Biology (FBN), Institute of Genome Biology, Dummerstorf, Germany
| | - Norbert Reinsch
- Research Institute for Farm Animal Biology (FBN), Institute of Genetics and Biometry, Dummerstorf, Germany
| | - Björn Kuhla
- Research Institute for Farm Animal Biology (FBN), Institute of Nutritional Physiology “Oskar Kellner”, Dummerstorf, Germany
| | - Klaus Wimmers
- Research Institute for Farm Animal Biology (FBN), Institute of Genome Biology, Dummerstorf, Germany
- Faculty of Agricultural and Environmental Sciences, University of Rostock, Rostock, Germany
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Guo K, Huang J, Zhou Z. Host gene effects on gut microbiota in type 1 diabetes. Biochem Soc Trans 2022; 50:1133-1142. [PMID: 35521897 PMCID: PMC9246325 DOI: 10.1042/bst20220004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2022] [Revised: 04/07/2022] [Accepted: 04/12/2022] [Indexed: 12/03/2022]
Abstract
Type 1 diabetes (T1D) is an organ-specific autoimmune disease characterized by progressive pancreatic β-cell loss. Both a predisposing genetic background, that may encompass mutations in several genes, as well as exposure to environmental factors can affect the progression of autoimmune responses to multiple pancreatic islet autoantigens. Many genetic variants that increase the risk of T1D are found in immunity genes involved in sensing and responding to microorganisms. Although increasing evidence indicates that the gut microbiome composition may promote or prevent T1D development, little is known about the link between gut microbiota and T1D susceptibility genes in patients with T1D. Recent studies in the inbred non-obese diabetic (NOD) mouse, a widely used model of T1D, have suggested that many genetic loci can influence gut microbiome composition to modulate islet autoimmunity. This review summarizes evidence that examines the effect of host genes on gut microbiota diversity and function during T1D development. Knowledge of the host gene-gut microbiota interactions at play during T1D progression may help us identify new diagnostic and prognostic tools and help also design effective strategies for disease treatment.
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Affiliation(s)
- Keyu Guo
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Juan Huang
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
- Section of Endocrinology, Department of Internal Medicine, School of Medicine, Yale University, New Haven, CT, U.S.A
| | - Zhiguang Zhou
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
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Davies CS, Worsley SF, Maher KH, Komdeur J, Burke T, Dugdale HL, Richardson DS. Immunogenetic variation shapes the gut microbiome in a natural vertebrate population. MICROBIOME 2022; 10:41. [PMID: 35256003 PMCID: PMC8903650 DOI: 10.1186/s40168-022-01233-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Accepted: 01/20/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND The gut microbiome (GM) can influence many biological processes in the host, impacting its health and survival, but the GM can also be influenced by the host's traits. In vertebrates, Major Histocompatibility Complex (MHC) genes play a pivotal role in combatting pathogens and are thought to shape the host's GM. Despite this-and the documented importance of both GM and MHC variation to individual fitness-few studies have investigated the association between the GM and MHC in the wild. RESULTS We characterised MHC class I (MHC-I), MHC class II (MHC-II) and GM variation in individuals within a natural population of the Seychelles warbler (Acrocephalus sechellensis). We determined how the diversity and composition of the GM varied with MHC characteristics, in addition to environmental factors and other host traits. Our results show that the presence of specific MHC alleles, but not MHC diversity, influences both the diversity and composition of the GM in this population. MHC-I alleles, rather than MHC-II alleles, had the greatest impact on the GM. GM diversity was negatively associated with the presence of three MHC-I alleles (Ase-ua3, Ase-ua4, Ase-ua5), and one MHC-II allele (Ase-dab4), while changes in GM composition were associated with the presence of four different MHC-I alleles (Ase-ua1, Ase-ua7, Ase-ua10, Ase-ua11). There were no associations between GM diversity and TLR3 genotype, but GM diversity was positively correlated with genome-wide heterozygosity and varied with host age and field period. CONCLUSIONS These results suggest that components of the host's immune system play a role in shaping the GM of wild animals. Host genotype-specifically MHC-I and to a lesser degree MHC-II variation-can modulate the GM, although whether this occurs directly, or indirectly through effects on host health, is unclear. Importantly, if immune genes can regulate host health through modulation of the microbiome, then it is plausible that the microbiome could also influence selection on immune genes. As such, host-microbiome coevolution may play a role in maintaining functional immunogenetic variation within natural vertebrate populations. Video abstract.
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Affiliation(s)
- Charli S Davies
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norfolk, NR4 7TJ, UK.
- NERC Biomolecular Analysis Facility, Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, UK.
| | - Sarah F Worsley
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norfolk, NR4 7TJ, UK
| | - Kathryn H Maher
- NERC Biomolecular Analysis Facility, Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, UK
| | - Jan Komdeur
- Groningen Institute for Evolutionary Life Sciences (GELIFES), University of Groningen, P.O. Box 11103, 9700 CC, Groningen, The Netherlands
| | - Terry Burke
- NERC Biomolecular Analysis Facility, Department of Animal and Plant Sciences, University of Sheffield, Sheffield, S10 2TN, UK
| | - Hannah L Dugdale
- Groningen Institute for Evolutionary Life Sciences (GELIFES), University of Groningen, P.O. Box 11103, 9700 CC, Groningen, The Netherlands
- Faculty of Biological Sciences, School of Biology, University of Leeds, Leeds, LS2 9JT, UK
| | - David S Richardson
- School of Biological Sciences, University of East Anglia, Norwich Research Park, Norfolk, NR4 7TJ, UK
- Nature Seychelles, Roche Caiman, Mahé, Republic of Seychelles
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10
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García‐Roa R, Domínguez‐Santos R, Pérez‐Brocal V, Moya A, Latorre A, Carazo P. Kin recognition in
Drosophila
: rearing environment and relatedness can modulate gut microbiota and cuticular hydrocarbon odour profiles. OIKOS 2022. [DOI: 10.1111/oik.08755] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Affiliation(s)
- Roberto García‐Roa
- Ethology Lab, Cavanilles Inst. of Biodiversity and Evolutionary Biology, Univ. of Valencia Valencia Spain
| | | | - Vicente Pérez‐Brocal
- Foundation for the Promotion of Sanitary and Biomedical Research of Valencia Region (FISABIO) – Public Health Valencia Spain
- CIBER of Epidemiology and Public Health (CIBERESP) Madrid Spain
| | - Andrés Moya
- Inst. for Integrative Systems Biology, Univ. of Valencia – CSIC Valencia Spain
- Foundation for the Promotion of Sanitary and Biomedical Research of Valencia Region (FISABIO) – Public Health Valencia Spain
| | - Amparo Latorre
- Inst. for Integrative Systems Biology, Univ. of Valencia – CSIC Valencia Spain
- Foundation for the Promotion of Sanitary and Biomedical Research of Valencia Region (FISABIO) – Public Health Valencia Spain
| | - Pau Carazo
- Ethology Lab, Cavanilles Inst. of Biodiversity and Evolutionary Biology, Univ. of Valencia Valencia Spain
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11
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Couch CE, Epps CW. Host, microbiome, and complex space: applying population and landscape genetic approaches to gut microbiome research in wild populations. J Hered 2022; 113:221-234. [PMID: 34983061 DOI: 10.1093/jhered/esab078] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Accepted: 01/03/2022] [Indexed: 11/14/2022] Open
Abstract
In recent years, emerging sequencing technologies and computational tools have driven a tidal wave of research on host-associated microbiomes, particularly the gut microbiome. These studies demonstrate numerous connections between the gut microbiome and vital host functions, primarily in humans, model organisms, and domestic animals. As the adaptive importance of the gut microbiome becomes clearer, interest in studying the gut microbiomes of wild populations has increased, in part due to the potential for discovering conservation applications. The study of wildlife gut microbiomes holds many new challenges and opportunities due to the complex genetic, spatial, and environmental structure of wild host populations, and the potential for these factors to interact with the microbiome. The emerging picture of adaptive coevolution in host-microbiome relationships highlights the importance of understanding microbiome variation in the context of host population genetics and landscape heterogeneity across a wide range of host populations. We propose a conceptual framework for understanding wildlife gut microbiomes in relation to landscape variables and host population genetics, including the potential of approaches derived from landscape genetics. We use this framework to review current research, synthesize important trends, highlight implications for conservation, and recommend future directions for research. Specifically, we focus on how spatial structure and environmental variation interact with host population genetics and microbiome variation in natural populations, and what we can learn from how these patterns of covariation differ depending on host ecological and evolutionary traits.
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Affiliation(s)
- Claire E Couch
- Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University, Corvallis, Oregon, USA
| | - Clinton W Epps
- Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University, Corvallis, Oregon, USA
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12
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Laghmouchi A, Graça NAG, Voorberg J. Emerging Concepts in Immune Thrombotic Thrombocytopenic Purpura. Front Immunol 2021; 12:757192. [PMID: 34858410 PMCID: PMC8631936 DOI: 10.3389/fimmu.2021.757192] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Accepted: 10/27/2021] [Indexed: 12/23/2022] Open
Abstract
Immune thrombotic thrombocytopenic purpura (iTTP) is an autoimmune disorder of which the etiology is not fully understood. Autoantibodies targeting ADAMTS13 in iTTP patients have extensively been studied, the immunological mechanisms leading to the breach of tolerance remain to be uncovered. This review addresses the current knowledge on genetic factors associated with the development of iTTP and the interplay between the patient's immune system and environmental factors in the induction of autoimmunity against ADAMTS13. HLA-DRB1*11 has been identified as a risk factor for iTTP in the Caucasian population. Interestingly, HLA-DRB1*08:03 was recently identified as a risk factor in the Japanese population. Combined in vitro and in silico MHC class II peptide presentation approaches suggest that an ADAMTS13-derived peptide may bind to both HLA-DRB1*11 and HLA-DRB1*08:03 through different anchor-residues. It is apparent that iTTP is associated with the presence of infectious microorganisms, viruses being the most widely associated with development of iTTP. Infections may potentially lead to loss of tolerance resulting in the shift from immune homeostasis to autoimmunity. In the model we propose in this review, infections disrupt the epithelial barriers in the gut or lung, promoting exposure of antigen presenting cells in the mucosa-associated lymphoid tissue to the microorganisms. This may result in breach of tolerance through the presentation of microorganism-derived peptides that are homologous to ADAMTS13 on risk alleles for iTTP.
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Affiliation(s)
| | | | - Jan Voorberg
- Department of Molecular Hematology, Sanquin-Academic Medical Center Landsteiner Laboratory, Amsterdam, Netherlands
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13
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Evidence of MHC class I and II influencing viral and helminth infection via the microbiome in a non-human primate. PLoS Pathog 2021; 17:e1009675. [PMID: 34748618 PMCID: PMC8601626 DOI: 10.1371/journal.ppat.1009675] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 11/18/2021] [Accepted: 10/05/2021] [Indexed: 01/04/2023] Open
Abstract
Until recently, the study of major histocompability complex (MHC) mediated immunity has focused on the direct link between MHC diversity and susceptibility to parasite infection. However, MHC genes can also influence host health indirectly through the sculpting of the bacterial community that in turn shape immune responses. We investigated the links between MHC class I and II gene diversity gut microbiome diversity and micro- (adenovirus, AdV) and macro- (helminth) parasite infection probabilities in a wild population of non-human primates, mouse lemurs of Madagascar. This setup encompasses a plethora of underlying interactions between parasites, microbes and adaptive immunity in natural populations. Both MHC classes explained shifts in microbiome composition and the effect was driven by a few select microbial taxa. Among them were three taxa (Odoribacter, Campylobacter and Prevotellaceae-UCG-001) which were in turn linked to AdV and helminth infection status, correlative evidence of the indirect effect of the MHC via the microbiome. Our study provides support for the coupled role of MHC diversity and microbial flora as contributing factors of parasite infection. The selective pressure of the major histocompatibility complex (MHC) on microbial communities, and the potential role of this interaction in driving parasite resistance has been largely neglected. Using a natural population of the primate Microcebus griseorufus, we provide correlative evidence of two outstanding findings: that MHCI and MHCII diversity shapes the composition of the gut microbiota; and that select taxa associated with MHC diversity predicted adenovirus and helminth infection status. Our study highlights the importance of incorporating the microbiome when investigating parasite-mediated MHC selection.
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14
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Grieves LA, Gloor GB, Bernards MA, MacDougall-Shackleton EA. Preen gland microbiota covary with major histocompatibility complex genotype in a songbird. ROYAL SOCIETY OPEN SCIENCE 2021; 8:210936. [PMID: 34754501 PMCID: PMC8493191 DOI: 10.1098/rsos.210936] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Accepted: 09/13/2021] [Indexed: 05/30/2023]
Abstract
Pathogen-mediated selection at the major histocompatibility complex (MHC) is thought to promote MHC-based mate choice in vertebrates. Mounting evidence implicates odour in conveying MHC genotype, but the underlying mechanisms remain uncertain. MHC effects on odour may be mediated by odour-producing symbiotic microbes whose community structure is shaped by MHC genotype. In birds, preen oil is a primary source of body odour and similarity at MHC predicts similarity in preen oil composition. Hypothesizing that this relationship is mediated by symbiotic microbes, we characterized MHC genotype, preen gland microbial communities and preen oil chemistry of song sparrows (Melospiza melodia). Consistent with the microbial mediation hypothesis, pairwise similarity at MHC predicted similarity in preen gland microbiota. Counter to this hypothesis, overall microbial similarity did not predict chemical similarity of preen oil. However, permutation testing identified a maximally predictive set of microbial taxa that best reflect MHC genotype, and another set of taxa that best predict preen oil chemical composition. The relative strengths of relationships between MHC and microbes, microbes and preen oil, and MHC and preen oil suggest that MHC may affect host odour both directly and indirectly. Thus, birds may assess MHC genotypes based on both host-associated and microbially mediated odours.
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Affiliation(s)
- L. A. Grieves
- Department of Biology, University of Western Ontario, London, ON, Canada N6A 5B7
| | - G. B. Gloor
- Department of Biochemistry, University of Western Ontario, London, ON, Canada N6A 5C1
| | - M. A. Bernards
- Department of Biology, University of Western Ontario, London, ON, Canada N6A 5B7
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15
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Abstract
The composition of the gut microbiota is affected by a number of factors, including the innate and adaptive immune system. The major histocompatibility complex (MHC), or the human leukocyte antigen (HLA) in humans, performs an essential role in vertebrate immunity and is very polymorphic in different populations. HLA determines the specificity of T lymphocyte and natural killer (NK) cell responses, including those against the commensal bacteria present in the human gut. Thus, it is likely that our HLA molecules, and thereby the adaptive immune response, can shape the composition of our microbiota. Here, we investigated the effect of HLA haplotype on the microbiota composition. We performed HLA typing and microbiota composition analyses on 3,002 public human gut microbiome data sets. We found that individuals with functionally similar HLA molecules are also similar in their microbiota composition. Our results show a statistical association between host HLA haplotype and gut microbiota composition. Because the HLA haplotype is a readily measurable parameter of the human immune system, these results open the door to incorporating the genetics of the immune system into predictive microbiome models. IMPORTANCE The microorganisms that live in the digestive tracts of humans, known as the gut microbiota, are essential for hosts' survival, as they support crucial functions. For example, they support the host in facilitating the uptake of nutrients and give colonization resistance against pathogens. The composition of the gut microbiota varies among humans. Studies have proposed multiple factors driving the observed variation, including diet, lifestyle, and health condition. Another major influence on the microbiota is the host's genetic background. We hypothesized the immune system to be one of the most important genetic factors driving the differences observed between gut microbiotas. Therefore, we searched for a link between the polymorphic molecules that shape human immune responses and the composition of the microbiota. HLA molecules are the most polymorphic molecules in our genome and therefore makes an excellent candidate to test such an association. To our knowledge for the first time, our results indicate a significant impact of the HLA on the human gut microbiota.
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16
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Major histocompatibility complex class II genetic diversity and the genetic influence on gut microbiota in Guizhou minipigs. Folia Microbiol (Praha) 2021; 66:997-1008. [PMID: 34309822 DOI: 10.1007/s12223-021-00903-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Accepted: 07/20/2021] [Indexed: 10/20/2022]
Abstract
Major histocompatibility complex (MHC) is an important complex that presents antigen to T cells. The second exon of swine MHC (SLA) class II genes has antigen binding sites that bind with extracellular antigen. Populations with high MHC gene diversity result in low gut microbiota, and individuals with MHC gene heterozygote have lower gut microbiota diversity than that of homozygote. The pig is an animal with organs physiologically and anatomically similar to humans than any other mammal, and the pig is also suitably developed as a laboratory animal to establish the animal models of human disease. However, the relationship between SLA genetic diversity and the gut microbes of the pig is ambiguous. We studied the characterization of SLA class II genes and calculated the genetic diversity, and then we selected experimental animal groups divided by different SLA genotypes to investigate the gut microbiota composition by sequencing V3 to V4 hypervariable regions of bacterial 16 s rRNA from fecal samples. Our results showed that Guizhou minipigs had a low SLA genetic diversity, which may be due to the small founder population. The Guizhou minipig population deviated from neutral selection and balancing selection, which shows that Guizhou minipigs experience a strong artificial selection in recent years. We observed that the sex differences influenced gut microbiota much more deeply than that of genetics. Our results also showed that the individual with heterozygote of genes at the SLA class II region had much higher abundant gut microbiota than that of the homozygote.
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17
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Schubert N, Nichols HJ, Winternitz JC. How can the MHC mediate social odor via the microbiota community? A deep dive into mechanisms. Behav Ecol 2021. [DOI: 10.1093/beheco/arab004] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Abstract
Genes of the major histocompatibility complex (MHC) have long been linked to odor signaling and recently researchers’ attention has focused on MHC structuring of microbial communities and how this may in turn impact odor. However, understanding of the mechanisms through which the MHC could affect the microbiota to produce a chemical signal that is both reliable and strong enough to ensure unambiguous transmission of behaviorally important information remains poor. This is largely because empirical studies are rare, predictions are unclear, and the underlying immunological mechanisms governing MHC–microbiota interactions are often neglected. Here, we review the immunological processes involving MHC class II (MHC-II) that could affect the commensal community. Focusing on immunological and medical research, we provide background knowledge for nonimmunologists by describing key players within the vertebrate immune system relating to MHC-II molecules (which present extracellular-derived peptides, and thus interact with extracellular commensal microbes). We then systematically review the literature investigating MHC–odor–microbiota interactions in animals and identify areas for future research. These insights will help to design studies that are able to explore the role of MHC-II and the microbiota in the behavior of wild populations in their natural environment and consequently propel this research area forward.
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Affiliation(s)
- Nadine Schubert
- Department of Animal Behavior, Bielefeld University, Konsequenz, Bielefeld, Germany
| | - Hazel J Nichols
- Department of Animal Behavior, Bielefeld University, Konsequenz, Bielefeld, Germany
- Department of Biosciences, Swansea University, Singleton Park, Swansea, UK
| | - Jamie C Winternitz
- Department of Animal Behavior, Bielefeld University, Konsequenz, Bielefeld, Germany
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18
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New Studies of Pathogenesis of Rheumatoid Arthritis with Collagen-Induced and Collagen Antibody-Induced Arthritis Models: New Insight Involving Bacteria Flora. Autoimmune Dis 2021; 2021:7385106. [PMID: 33833871 PMCID: PMC8016593 DOI: 10.1155/2021/7385106] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 12/30/2020] [Accepted: 03/04/2021] [Indexed: 12/23/2022] Open
Abstract
Much public research suggests that autoimmune diseases such as rheumatoid arthritis (RA) are induced by aberrant “self” immune responses attacking autologous tissues and organ components. However, recent studies have reported that autoimmune diseases may be triggered by dysbiotic composition changes of the intestinal bacteria and an imbalance between these bacteria and intestinal immune systems. However, there are a few solid concepts or methods to study the putative involvement and relationship of these inner environmental factors in RA pathogenesis. Fortunately, Collagen-Induced Arthritis (CIA) and Collagen Antibody-Induced Arthritis (CAIA) models have been widely used as animal models for studying the pathogenesis of RA. In addition to RA, these models can be extensively used as animal models for studying complicated hypotheses in many diseases. In this review, we introduce some basic information about the CIA and CAIA models as well as how to apply these models effectively to investigate relationships between the pathogenesis of autoimmune diseases, especially RA, and the dysbiosis of intestinal bacterial flora.
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19
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Darolová A, Poláček M, Krištofík J, Lukasch B, Hoi H. First Evidence of a Relationship Between Female Major Histocompatibility Complex Diversity and Eggshell Bacteria in House Sparrows (Passer domesticus). Front Ecol Evol 2021. [DOI: 10.3389/fevo.2021.615667] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Bacteria are known to exert positive and negative influences on animals’ health and fitness. Bacteria, in particular those inhabiting the skin and inner organs of vertebrates, are horizontally or vertically transmitted. Specifically, mothers of bird species can transfer bacterial strains to their offspring when the egg is passing the reproductive tract, as the eggshell rubs against the wall of the uterus. In this context, the female immune system might play an important role in influencing the vertical transmission of bacteria. Here, we investigate the relationship between the major histocompatibility complex (MHC) and cultivable eggshell bacteria originating putatively from the female urogenital tract in a captive population of house sparrows (Passer domesticus). We predict that females with a more variable MHC will transfer fewer bacteria onto the eggshells. Our results show a negative relationship between the number of functional MHC class I alleles and bacteria originating in the urinary tract and growing on a selective medium. This is the first study to find a correlation between female MHC diversity and eggshell bacteria.
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20
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Espino L, Núñez C. The HLA complex and coeliac disease. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2020; 358:47-83. [PMID: 33707057 DOI: 10.1016/bs.ircmb.2020.09.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The Human Leukocyte Antigen (HLA) has a crucial role in the development and pathogenesis of coeliac disease (CD). The genes HLA-DQA1 and HLA-DQB1, both lying in this region and encoding the HLA-DQ heterodimer, are the main genetic predisposing factors to CD. Approximately 90% of CD patients carry the heterodimer HLA-DQ2.5, leaving only a small proportion of patients with lower risk heterodimers (HLA-DQ8, HLA-DQ2.2 or HLA-DQ7.5). These HLA-DQ molecules act as receptors present in the surface of antigen presenting cells and show high affinity for deamidated gluten peptides, which bind and present to CD4+ T cells. This triggers the immunological reaction that evolves into CD. Since specific HLA genetics is present in almost the totality of CD patients, HLA typing has a very high negative predictive value, and it can be used to support diagnosis in specific scenarios. HLA risk has been associated to different CD-related features, such as age at onset, clinical outcomes, antibody levels and grade of histological lesion; but further research is needed. HLA-DQ genotypes have been also suggested to modulate the composition of the gut microbiota.
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Affiliation(s)
- Laura Espino
- Laboratorio de investigación en Genética de enfermedades complejas, Hospital Clínicos San Carlos, IdISSC, Madrid, Spain
| | - Concepción Núñez
- Laboratorio de investigación en Genética de enfermedades complejas, Hospital Clínicos San Carlos, IdISSC, Madrid, Spain.
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21
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Affiliation(s)
- Mary Melissa Roland
- University of South Carolina School of Medicine, Department of Pathology, Microbiology, and Immunology, Columbia, South Carolina, United States of America
| | - Ahmed Dawood Mohammed
- University of South Carolina School of Medicine, Department of Pathology, Microbiology, and Immunology, Columbia, South Carolina, United States of America
| | - Jason Lee Kubinak
- University of South Carolina School of Medicine, Department of Pathology, Microbiology, and Immunology, Columbia, South Carolina, United States of America
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22
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Bighorn sheep gut microbiomes associate with genetic and spatial structure across a metapopulation. Sci Rep 2020; 10:6582. [PMID: 32313214 PMCID: PMC7171152 DOI: 10.1038/s41598-020-63401-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2019] [Accepted: 03/28/2020] [Indexed: 12/11/2022] Open
Abstract
Studies in laboratory animals demonstrate important relationships between environment, host traits, and microbiome composition. However, host-microbiome relationships in natural systems are understudied. Here, we investigate metapopulation-scale microbiome variation in a wild mammalian host, the desert bighorn sheep (Ovis canadensis nelsoni). We sought to identify over-represented microbial clades and understand how landscape variables and host traits influence microbiome composition across the host metapopulation. To address these questions, we performed 16S sequencing on fecal DNA samples from thirty-nine bighorn sheep across seven loosely connected populations in the Mojave Desert and assessed relationships between microbiome composition, environmental variation, geographic distribution, and microsatellite-derived host population structure and heterozygosity. We first used a phylogenetically-informed algorithm to identify bacterial clades conserved across the metapopulation. Members of genus Ruminococcaceae, genus Lachnospiraceae, and family Christensenellaceae R7 group were among the clades over-represented across the metapopulation, consistent with their known roles as rumen symbionts in domestic livestock. Additionally, compositional variation among hosts correlated with individual-level geographic and genetic structure, and with population-level differences in genetic heterozygosity. This study identifies microbiome community variation across a mammalian metapopulation, potentially associated with genetic and geographic population structure. Our results imply that microbiome composition may diverge in accordance with landscape-scale environmental and host population characteristics.
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23
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Dedrick S, Sundaresh B, Huang Q, Brady C, Yoo T, Cronin C, Rudnicki C, Flood M, Momeni B, Ludvigsson J, Altindis E. The Role of Gut Microbiota and Environmental Factors in Type 1 Diabetes Pathogenesis. Front Endocrinol (Lausanne) 2020; 11:78. [PMID: 32174888 PMCID: PMC7057241 DOI: 10.3389/fendo.2020.00078] [Citation(s) in RCA: 93] [Impact Index Per Article: 18.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Accepted: 02/06/2020] [Indexed: 12/11/2022] Open
Abstract
Type 1 Diabetes (T1D) is regarded as an autoimmune disease characterized by insulin deficiency resulting from destruction of pancreatic β-cells. The incidence rates of T1D have increased worldwide. Over the past decades, progress has been made in understanding the complexity of the immune response and its role in T1D pathogenesis, however, the trigger of T1D autoimmunity remains unclear. The increasing incidence rates, immigrant studies, and twin studies suggest that environmental factors play an important role and the trigger cannot simply be explained by genetic predisposition. Several research initiatives have identified environmental factors that potentially contribute to the onset of T1D autoimmunity and the progression of disease in children/young adults. More recently, the interplay between gut microbiota and the immune system has been implicated as an important factor in T1D pathogenesis. Although results often vary between studies, broad compositional and diversity patterns have emerged from both longitudinal and cross-sectional human studies. T1D patients have a less diverse gut microbiota, an increased prevalence of Bacteriodetes taxa and an aberrant metabolomic profile compared to healthy controls. In this comprehensive review, we present the data obtained from both animal and human studies focusing on the large longitudinal human studies. These studies are particularly valuable in elucidating the environmental factors that lead to aberrant gut microbiota composition and potentially contribute to T1D. We also discuss how environmental factors, such as birth mode, diet, and antibiotic use modulate gut microbiota and how this potentially contributes to T1D. In the final section, we focus on existing recent literature on microbiota-produced metabolites, proteins, and gut virome function as potential protectants or triggers of T1D onset. Overall, current results indicate that higher levels of diversity along with the presence of beneficial microbes and the resulting microbial-produced metabolites can act as protectors against T1D onset. However, the specifics of the interplay between host and microbes are yet to be discovered.
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Affiliation(s)
- Sandra Dedrick
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | | | - Qian Huang
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | - Claudia Brady
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | - Tessa Yoo
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | - Catherine Cronin
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | - Caitlin Rudnicki
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | - Michael Flood
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | - Babak Momeni
- Biology Department, Boston College, Chestnut Hill, MA, United States
| | - Johnny Ludvigsson
- Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Emrah Altindis
- Biology Department, Boston College, Chestnut Hill, MA, United States
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Effect of bacillus bacterial extracts on the expression of major histocompatibility complex Class I and Class II receptors on MDA-MB 231 breast cancer cells. Int J Health Sci (Qassim) 2020; 14:24-34. [PMID: 31983918 PMCID: PMC6968881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE The expression of human leukocyte antigen (HLA)-ABC and HLA-DR is linked to the development of breast cancer. This study was aimed to determine the effect of bacillus bacterial extracts on the expression of the major histocompatibility complexes (MHC) Class I and Class II receptors on breast cancer cells. METHODS The expression of HLA-ABC and HLA-DR was assessed by flow cytometry and confocal microscope on the human breast tumor cell lines MDA-MB-231, which used a readily accessible model system. It is postulated that the HLA-ABC and HLA-DR receptors might be regulated by bacillus bacterial extracts designated (RA10, RA4, RA7, and RA16). RESULTS It was observed that the treatment of cell line MDA-MB-231 with the RA10 resulted in an upregulation of the cell surface expression of the HLA-A, B, C receptors. It was observed that RA10 has the capacity to reduce the expression of HLA-A, B, C, it also shows a detectable degree of cytotoxicity when used at high concentrations. The data show that the cell surface expression of HLA-ABC is higher than HLA-DR. No significant changes of HLA-DR expression were observed on MDA-MB-231 cell lines. CONCLUSIONS Improved understanding of the connection between HLA-ABC, HLA-DR, and bacterial extracts such as RA10 may lead to the development of drug design and therapies related to breast cancer condition in which these receptors are involved.
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The gut microbiota: a new perspective on the toxicity of malachite green (MG). Appl Microbiol Biotechnol 2019; 103:9723-9737. [PMID: 31728586 DOI: 10.1007/s00253-019-10214-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 10/08/2019] [Accepted: 10/22/2019] [Indexed: 02/07/2023]
Abstract
Gut microbiome critically contributes to host health status. Thus, investigating the relationship between the gut microbiome and toxic chemicals is a hot topic in toxicology research. Exposure to malachite green (MG) has been linked to various health disorders. Thus, exploring the gut microbiota changes in response to MG would provide a new perspective on the toxicity effects of this chemical substance. MG exposure resulted in the significantly lower alpha diversity (Mann-Whitney U test, z = - 6.83, p = 0.00) but higher beta diversity (Mann-Whitney U test, z = - 1.98, p = 0.04) of gut microbiota, and significantly decreased ecosystem stability (alpha and beta variability; Mann-Whitney U test, all p < 0.05) of gut microbial communities. Gut bacterial networks showed that the interactions became more complex and stronger after MG exposure, which could decrease the stability of the network. Changes in gut microbiota composition were mainly reflected in the enrichment of opportunistic bacteria (i.e., Aeromonas and Vibrio) and the depression of fermentative bacteria (i.e., Bacteroides and Paludibacter). MG exposure leads to a significantly increased gut permeability (lipopolysaccharide-binding protein; Mann-Whitney U test, z = - 6.92, p = 0.00), which could reduce the host selective pressures on particular bacterial species (such as members in Aeromonas and Vibrio). This result was further supported by the weakened importance of a deterministic microbial assembly after MG exposure. All these findings indicated that MG exposed fishes might have more possibilities to be infected, as demonstrated by the enrichment of opportunistic pathogenic bacteria, high-level immune responses, and increased gut permeability. These findings greatly improve our understanding of the toxicity effects of MG.
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Russell JT, Roesch LFW, Ördberg M, Ilonen J, Atkinson MA, Schatz DA, Triplett EW, Ludvigsson J. Genetic risk for autoimmunity is associated with distinct changes in the human gut microbiome. Nat Commun 2019; 10:3621. [PMID: 31399563 PMCID: PMC6689114 DOI: 10.1038/s41467-019-11460-x] [Citation(s) in RCA: 127] [Impact Index Per Article: 21.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 07/11/2019] [Indexed: 12/20/2022] Open
Abstract
Susceptibility to many human autoimmune diseases is under strong genetic control by class II human leukocyte antigen (HLA) allele combinations. These genes remain by far the greatest risk factors in the development of type 1 diabetes and celiac disease. Despite this, little is known about HLA influences on the composition of the human gut microbiome, a potential source of environmental influence on disease. Here, using a general population cohort from the All Babies in Southeast Sweden study, we report that genetic risk for developing type 1 diabetes autoimmunity is associated with distinct changes in the gut microbiome. Both the core microbiome and beta diversity differ with HLA risk group and genotype. In addition, protective HLA haplotypes are associated with bacterial genera Intestinibacter and Romboutsia. Thus, general population cohorts are valuable in identifying potential environmental triggers or protective factors for autoimmune diseases that may otherwise be masked by strong genetic control.
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Affiliation(s)
- Jordan T Russell
- Department of Microbiology and Cell Science, Institute of Food and Agricultural Sciences University of Florida, Gainesville, 32611-0700, FL, USA
| | - Luiz F W Roesch
- Biological Sciences, Universidade Federal do Pampa, São Gabriel, 97300-000, Brazil
| | - Malin Ördberg
- Crown Princess Victoria's Children's Hospital, Region Östergötland, Division of Pediatrics, Linköping University, Linköping, SE 58185, Sweden
| | - Jorma Ilonen
- Immunogenetics Laboratory, Institute of Biomedicine, University of Turku, and Clinical Microbiology, Turku University Hospital, Turku, 20521, Finland
| | - Mark A Atkinson
- Department of Pathology, University of Florida Diabetes Institute, Gainesville, 32610, FL, USA
- Department of Pediatrics, College of Medicine, University of Florida, Gainesville, 32610, FL, USA
| | - Desmond A Schatz
- Department of Pediatrics, College of Medicine, University of Florida, Gainesville, 32610, FL, USA
| | - Eric W Triplett
- Department of Microbiology and Cell Science, Institute of Food and Agricultural Sciences University of Florida, Gainesville, 32611-0700, FL, USA.
| | - Johnny Ludvigsson
- Crown Princess Victoria's Children's Hospital, Region Östergötland, Division of Pediatrics, Linköping University, Linköping, SE 58185, Sweden
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Does MHC heterozygosity influence microbiota form and function? PLoS One 2019; 14:e0215946. [PMID: 31095603 PMCID: PMC6522005 DOI: 10.1371/journal.pone.0215946] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Accepted: 04/11/2019] [Indexed: 12/14/2022] Open
Abstract
MHC molecules are essential for the adaptive immune response, and they are the most polymorphic genetic loci in vertebrates. Extreme genetic variation at these loci is paradoxical given their central importance to host health. Classic models of MHC gene evolution center on antagonistic host-pathogen interactions to promote gene diversification and allelic diversity in host populations. However, all multicellular organisms are persistently colonized by their microbiota that perform essential metabolic functions for their host and protect from infection. Here, we provide data to support the hypothesis that MHC heterozygote advantage (a main force of selection thought to drive MHC gene evolution), may operate by enhancing fitness advantages conferred by the host’s microbiome. We utilized fecal 16S rRNA gene sequences and their predicted metagenome datasets collected from multiple MHC congenic homozygote and heterozygote mouse strains to describe the influence of MHC heterozygosity on microbiome form and function. We find that in contrast to homozygosity at MHC loci, MHC heterozygosity promotes functional diversification of the microbiome, enhances microbial network connectivity, and results in enrichment for a variety of microbial functions that are positively associated with host fitness. We demonstrate that taxonomic and functional diversity of the microbiome is positively correlated in MHC heterozygote but not homozygote animals, suggesting that heterozygote microbiomes are more functionally adaptive under similar environmental conditions than homozygote microbiomes. Our data complement previous observations on the role of MHC polymorphism in sculpting microbiota composition, but also provide functional insights into how MHC heterozygosity may enhance host health by modulating microbiome form and function. We also provide evidence to support that MHC heterozygosity limits functional redundancy among commensal microbes and may enhance the metabolic versatility of their microbiome. Results from our analyses yield multiple testable predictions regarding the role of MHC heterozygosity on the microbiome that will help guide future research in the area of MHC-microbiome interactions.
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The Use of Defined Microbial Communities To Model Host-Microbe Interactions in the Human Gut. Microbiol Mol Biol Rev 2019; 83:83/2/e00054-18. [PMID: 30867232 DOI: 10.1128/mmbr.00054-18] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
The human intestinal ecosystem is characterized by a complex interplay between different microorganisms and the host. The high variation within the human population further complicates the quest toward an adequate understanding of this complex system that is so relevant to human health and well-being. To study host-microbe interactions, defined synthetic bacterial communities have been introduced in gnotobiotic animals or in sophisticated in vitro cell models. This review reinforces that our limited understanding has often hampered the appropriate design of defined communities that represent the human gut microbiota. On top of this, some communities have been applied to in vivo models that differ appreciably from the human host. In this review, the advantages and disadvantages of using defined microbial communities are outlined, and suggestions for future improvement of host-microbe interaction models are provided. With respect to the host, technological advances, such as the development of a gut-on-a-chip system and intestinal organoids, may contribute to more-accurate in vitro models of the human host. With respect to the microbiota, due to the increasing availability of representative cultured isolates and their genomic sequences, our understanding and controllability of the human gut "core microbiota" are likely to increase. Taken together, these advancements could further unravel the molecular mechanisms underlying the human gut microbiota superorganism. Such a gain of insight would provide a solid basis for the improvement of pre-, pro-, and synbiotics as well as the development of new therapeutic microbes.
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Leclaire S, Strandh M, Dell'Ariccia G, Gabirot M, Westerdahl H, Bonadonna F. Plumage microbiota covaries with the major histocompatibility complex in blue petrels. Mol Ecol 2019; 28:833-846. [PMID: 30582649 DOI: 10.1111/mec.14993] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2018] [Revised: 12/05/2018] [Accepted: 12/17/2018] [Indexed: 01/04/2023]
Abstract
To increase fitness, a wide range of vertebrates preferentially mate with partners that are dissimilar at the major histocompatibility complex (MHC) or that have high MHC diversity. Although MHC often can be assessed through olfactory cues, the mechanism by which MHC genes influence odour remains largely unclear. MHC class IIB molecules, which enable recognition and elimination of extracellular bacteria, have been suggested to influence odour indirectly by shaping odour-producing microbiota, i.e. bacterial communities. However, there is little evidence of the predicted covariation between an animal's MHC genotype and its bacterial communities in scent-producing body surfaces. Here, using high-throughput sequencing, we tested the covariation between MHC class IIB genotypes and feather microbiota in the blue petrel (Halobaena caerulea), a seabird with highly developed olfaction that has been suggested to rely on oduor cues during an MHC-based mate choice. First, we show that individuals with similar MHC class IIB profiles also have similar bacterial assemblages in their feathers. Then, we show that individuals with high MHC diversity have less diverse feather microbiota and also a reduced abundance of a bacterium of the genus Arsenophonus, a genus in which some species are symbionts of avian ectoparasites. Our results, showing that feather microbiota covary with MHC, are consistent with the hypothesis that individual MHC genotype may shape the semiochemical-producing microbiota in birds.
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Affiliation(s)
- Sarah Leclaire
- Laboratoire Evolution & Diversité Biologique, UMR 5174 (CNRS, Université Paul Sabatier, ENFA), Toulouse, France.,Centre d'Ecologie Fonctionnelle et Evolutive, CNRS-CEFE, Montpellier, France
| | - Maria Strandh
- Molecular Ecology and Evolution Lab, Lund University, Lund, Sweden
| | - Gaia Dell'Ariccia
- Centre d'Ecologie Fonctionnelle et Evolutive, CNRS-CEFE, Montpellier, France
| | - Marianne Gabirot
- Centre d'Ecologie Fonctionnelle et Evolutive, CNRS-CEFE, Montpellier, France
| | | | - Francesco Bonadonna
- Centre d'Ecologie Fonctionnelle et Evolutive, CNRS-CEFE, Montpellier, France
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Del Fiol FS, Balcão VM, Barberato-Fillho S, Lopes LC, Bergamaschi CC. Obesity: A New Adverse Effect of Antibiotics? Front Pharmacol 2018; 9:1408. [PMID: 30559670 PMCID: PMC6287021 DOI: 10.3389/fphar.2018.01408] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Accepted: 11/16/2018] [Indexed: 12/12/2022] Open
Abstract
Since the introduction of antibiotics, they have been used freely, with their prescription occurring almost always when they were not necessary. The other major form of contact between humans and antibiotics, now unintentionally, is with the large amount of these drugs in the environment and in our food. The relationship between antibiotic use and the development of obesity has become increasingly evident and apparent in humans, with some authors clearly establishing the relationship between the large-scale use of antibiotics in the past 70 years and the “epidemic” of obesity that has occurred in parallel, almost as an adverse epidemiological effect. In the research effort entertained herein, a correlation between the use and abuse of antibiotics and the onset of obesity was investigated.
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Affiliation(s)
- Fernando S Del Fiol
- Seriema - Evidence Service for Monitoring and Evaluation, University of Sorocaba, Sorocaba, Brazil
| | - Victor M Balcão
- PhageLab - Laboratory of Biofilms and Bacteriophages of UNISO, i(bs)2 - Intelligent Biosensing and Biomolecule Stabilization Research Group, University of Sorocaba, Sorocaba, Brazil
| | - Silvio Barberato-Fillho
- Seriema - Evidence Service for Monitoring and Evaluation, University of Sorocaba, Sorocaba, Brazil
| | - Luciane C Lopes
- Seriema - Evidence Service for Monitoring and Evaluation, University of Sorocaba, Sorocaba, Brazil
| | - Cristiane C Bergamaschi
- Seriema - Evidence Service for Monitoring and Evaluation, University of Sorocaba, Sorocaba, Brazil
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Derakhshani H, Plaizier JC, De Buck J, Barkema HW, Khafipour E. Association of bovine major histocompatibility complex (BoLA) gene polymorphism with colostrum and milk microbiota of dairy cows during the first week of lactation. MICROBIOME 2018; 6:203. [PMID: 30419937 PMCID: PMC6233267 DOI: 10.1186/s40168-018-0586-1] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2018] [Accepted: 10/29/2018] [Indexed: 05/27/2023]
Abstract
BACKGROUND The interplay between host genotype and commensal microbiota at different body sites can have important implications for health and disease. In dairy cows, polymorphism of bovine major histocompatibility complex (BoLA) gene has been associated with susceptibility to several infectious diseases, most importantly mastitis. However, mechanisms underlying this association are yet poorly understood. In the present study, we sought to explore the association of BoLA gene polymorphism with the dynamics of mammary microbiota during the first week of lactation. RESULTS Colostrum and milk samples were collected from multiparous Holstein dairy cows at the day of calving and days 1 and 6 after calving. Microbiota profiling was performed using high-throughput sequencing of the V1-V2 regions of the bacterial 16S rRNA genes and ITS2 region of the fungal ribosomal DNA. Polymorphism of BoLA genes was determined using PCR-RFLP of exon 2 of the BoLA-DRB3. In general, transition from colostrum to milk resulted in increased species richness and diversity of both bacterial and fungal communities. The most dominant members of intramammary microbiota included Staphylococcus, Ruminococcaceae, and Clostridiales within the bacterial community and Alternaria, Aspergillus, Candida, and Cryptococcus within the fungal community. Comparing the composition of intramammary microbiota between identified BoLA-DRB3.2 variants (n = 2) revealed distinct clustering pattern on day 0, whereas this effect was not significant on the microbiota of milk samples collected on subsequent days. On day 0, proportions of several non-aureus Staphylococcus (NAS) OTUs, including those aligned to Staphylococcus equorum, Staphylococcus gallinarum, Staphylococcus sciuri, and Staphylococcus haemolyticus, were enriched within the microbiota of one of the BoLA-DRB3.2 variants, whereas lactic acid bacteria (LAB) including Lactobacillus and Enterococcus were enriched within the colostrum microbiota of the other variant. CONCLUSION Our results suggest a potential role for BoLA-gene polymorphism in modulating the composition of colostrum microbiota in dairy cows. Determining whether BoLA-mediated shifts in the composition of colostrum microbiota are regulated directly by immune system or indirectly by microbiota-derived colonization resistant can have important implications for future development of preventive/therapeutic strategies for controlling mastitis.
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Affiliation(s)
- Hooman Derakhshani
- Department of Animal Science, University of Manitoba, Winnipeg, MB, Canada
| | - Jan C Plaizier
- Department of Animal Science, University of Manitoba, Winnipeg, MB, Canada
| | - Jeroen De Buck
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
| | - Herman W Barkema
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
| | - Ehsan Khafipour
- Department of Animal Science, University of Manitoba, Winnipeg, MB, Canada.
- Department of Medical Microbiology and Infectious Diseases, University of Manitoba, 225 Animal Science Bldg., Winnipeg, MB, R3T 2N2, Canada.
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Derakhshani H, Fehr KB, Sepehri S, Francoz D, De Buck J, Barkema HW, Plaizier JC, Khafipour E. Invited review: Microbiota of the bovine udder: Contributing factors and potential implications for udder health and mastitis susceptibility. J Dairy Sci 2018; 101:10605-10625. [PMID: 30292553 DOI: 10.3168/jds.2018-14860] [Citation(s) in RCA: 143] [Impact Index Per Article: 20.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Accepted: 08/05/2018] [Indexed: 12/13/2022]
Abstract
Various body sites of vertebrates provide stable and nutrient-rich ecosystems for a diverse range of commensal, opportunistic, and pathogenic microorganisms to thrive. The collective genomes of these microbial symbionts (the microbiome) provide host animals with several advantages, including metabolism of indigestible carbohydrates, biosynthesis of vitamins, and modulation of innate and adaptive immune systems. In the context of the bovine udder, however, the relationship between cow and microbes has been traditionally viewed strictly from the perspective of host-pathogen interactions, with intramammary infections by mastitis pathogens triggering inflammatory responses (i.e., mastitis) that are often detrimental to mammary tissues and cow physiology. This traditional view has been challenged by recent metagenomic studies indicating that mammary secretions of clinically healthy quarters can harbor genomic markers of diverse bacterial groups, the vast majority of which have not been associated with mastitis. These observations have given rise to the concept of "commensal mammary microbiota," the ecological properties of which can have important implications for understanding the pathogenesis of mastitis and offer opportunities for development of novel prophylactic or therapeutic products (or both) as alternatives to antimicrobials. Studies conducted to date have suggested that an optimum diversity of mammary microbiota is associated with immune homeostasis, whereas the microbiota of mastitic quarters, or those with a history of mastitis, are considerably less diverse. Whether disruption of the diversity of udder microbiota (dysbiosis) has a role in determining mastitis susceptibility remains unknown. Moreover, little is known about contributions of various biotic and abiotic factors in shaping overall diversity of udder microbiota. This review summarizes current understanding of the microbiota within various niches of the udder and highlights the need to view the microbiota of the teat apex, teat canal, and mammary secretions as interconnected niches of a highly dynamic microbial ecosystem. In addition, host-associated factors, including physiological and anatomical parameters, as well as genetic traits that may affect the udder microbiota are briefly discussed. Finally, current understanding of the effect of antimicrobials on the composition of intramammary microbiota is discussed, highlighting the resilience of udder microbiota to exogenous perturbants.
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Affiliation(s)
- Hooman Derakhshani
- Department of Animal Science, University of Manitoba, Winnipeg, MB, R3T 2N2 Canada
| | - Kelsey B Fehr
- Department of Animal Science, University of Manitoba, Winnipeg, MB, R3T 2N2 Canada
| | - Shadi Sepehri
- Children Hospital Research Institute of Manitoba, Winnipeg, MB, R3E 3P4 Canada
| | - David Francoz
- Département de Sciences Cliniques, Faculté de Médecine Vétérinaire, Université de Montréal, Montréal, QC, J2S 2M2 Canada
| | - Jeroen De Buck
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, T2N 4N1 Canada
| | - Herman W Barkema
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, T2N 4N1 Canada
| | - Jan C Plaizier
- Department of Animal Science, University of Manitoba, Winnipeg, MB, R3T 2N2 Canada
| | - Ehsan Khafipour
- Department of Animal Science, University of Manitoba, Winnipeg, MB, R3T 2N2 Canada; Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB, R3E 0J9 Canada.
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Maraci Ö, Engel K, Caspers BA. Olfactory Communication via Microbiota: What Is Known in Birds? Genes (Basel) 2018; 9:E387. [PMID: 30065222 PMCID: PMC6116157 DOI: 10.3390/genes9080387] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Revised: 07/27/2018] [Accepted: 07/27/2018] [Indexed: 12/11/2022] Open
Abstract
Animal bodies harbour a complex and diverse community of microorganisms and accumulating evidence has revealed that microbes can influence the hosts' behaviour, for example by altering body odours. Microbial communities produce odorant molecules as metabolic by-products and thereby modulate the biochemical signalling profiles of their animal hosts. As the diversity and the relative abundance of microbial species are influenced by several factors including host-specific factors, environmental factors and social interactions, there are substantial individual variations in the composition of microbial communities. In turn, the variations in microbial communities would consequently affect social and communicative behaviour by influencing recognition cues of the hosts. Therefore, microbiota studies have a great potential to expand our understanding of recognition of conspecifics, group members and kin. In this review, we aim to summarize existing knowledge of the factors influencing the microbial communities and the effect of microbiota on olfactory cue production and social and communicative behaviour. We concentrate on avian taxa, yet we also include recent research performed on non-avian species when necessary.
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Affiliation(s)
- Öncü Maraci
- Research Group Chemical Signalling, Department of Animal Behaviour, Bielefeld University, Konsequenz 45, 33615 Bielefeld, Germany.
| | - Kathrin Engel
- Research Group Chemical Signalling, Department of Animal Behaviour, Bielefeld University, Konsequenz 45, 33615 Bielefeld, Germany.
| | - Barbara A Caspers
- Research Group Chemical Signalling, Department of Animal Behaviour, Bielefeld University, Konsequenz 45, 33615 Bielefeld, Germany.
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Zhao L, Yin H, Lu T, Niu Y, Zhang Y, Li S, Wang Y, Chen H. Application of high-throughput sequencing for microbial diversity detection in feces of specific-pathogen-free ducks. Poult Sci 2018; 97:2278-2286. [DOI: 10.3382/ps/pex348] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2017] [Accepted: 04/11/2018] [Indexed: 11/20/2022] Open
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Abstract
Mammalian immune systems evolved within a diverse world dominated by microbes, making interactions between these two life-forms inevitable. Adaptive immunity protects against microbes through antigen-specific responses. In classical studies, these responses were investigated in the context of pathogenicity; however, we now know that they have significant effects on our resident microbes. In turn, microbes employ an arsenal of mechanisms to influence development and specificity of host immunity. Understanding these complex reactions will be necessary to develop microbiota-based strategies to prevent or treat disease. Here we review the literature detailing the cross talk between resident microbes with a focus on the specificity of host responses and the microbial molecules that influence them.
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Affiliation(s)
- Kyla S Ost
- Department of Pathology, Division of Microbiology and Immunology, University of Utah School of Medicine, Utah 84211, USA;
| | - June L Round
- Department of Pathology, Division of Microbiology and Immunology, University of Utah School of Medicine, Utah 84211, USA;
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Gambino CM, Aiello A, Accardi G, Caruso C, Candore G. Autoimmune diseases and 8.1 ancestral haplotype: An update. HLA 2018; 92:137-143. [PMID: 29877054 DOI: 10.1111/tan.13305] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Revised: 05/08/2018] [Accepted: 06/01/2018] [Indexed: 12/11/2022]
Abstract
The aim of the present review is to provide an update of the current research into the pathogenesis of autoimmune diseases associated with 8.1 ancestral haplotype. This is a common Caucasoid haplotype carried by most people who type for HLA-B8, DR3. Numerous genetic studies reported that individuals with certain HLA alleles have a higher risk of specific autoimmune disorders than those without these alleles. However, much remains to be learned about the heritability of autoimmune conditions. Recently, progress and advances in the field of genome-wide-association studies have revolutionized the capacity to perform large, economically feasible, and statistically robust analyses of HLA within 8.1 ancestral haplotype, and understand its contribute to autoimmune events. In this paper, the characteristic features of this haplotype that might give rise to diverse autoimmune phenotypes are reviewed, focusing on the contribution of the HLA-DRB1 gene, the most polymorphic sequence within the HLA II region.
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Affiliation(s)
- C M Gambino
- Department of Pathobiology and Medical Biotechnologies (Di.Bi.Med.), University of Palermo, Palermo, Italy
| | - A Aiello
- Department of Pathobiology and Medical Biotechnologies (Di.Bi.Med.), University of Palermo, Palermo, Italy
| | - G Accardi
- Department of Pathobiology and Medical Biotechnologies (Di.Bi.Med.), University of Palermo, Palermo, Italy
| | - C Caruso
- Department of Pathobiology and Medical Biotechnologies (Di.Bi.Med.), University of Palermo, Palermo, Italy
| | - G Candore
- Department of Pathobiology and Medical Biotechnologies (Di.Bi.Med.), University of Palermo, Palermo, Italy
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Shen J, Guo T, Wang T, Zhen Y, Ma X, Wang Y, Zhang ZX, Cai JP, Mao W, Zhu FM, Li JP, Wang ZL, Zhang DM, Liu ML, Shan XY, Zhang BW, Zhu CF, Deng ZH, Yu WJ, Chen Q, Li GL, Yang T, Lu S, Pan QQ, Fan S, Wang XY, Zhao X, Bi XY, Qiao YH, Su PC, Lv R, Li GY, Li HC, Pei B, Jiao LX, Shen G, Liu J, Feng ZH, Su YP, Xie YB, Di WY, Wang XY, Liu X, Zhang XP, Du D, Liu Q, Han Y, Chen JW, Gu M, Baier LJ. HLA-B*07, HLA-DRB1*07, HLA-DRB1*12, and HLA-C*03:02 Strongly Associate With BMI: Data From 1.3 Million Healthy Chinese Adults. Diabetes 2018; 67:861-871. [PMID: 29483183 PMCID: PMC6463754 DOI: 10.2337/db17-0852] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Accepted: 02/16/2018] [Indexed: 12/16/2022]
Abstract
Strong associations between HLA alleles and infectious and autoimmune diseases are well established. Although obesity is also associated with these diseases, the relationship between HLA and obesity has not been systematically investigated in a large cohort. In the current study, we analyzed the association of HLA alleles with BMI using data from 1.3 million healthy adult donors from the Chinese Marrow Donor Program (CMDP). We found 23 HLA alleles, including 12 low-resolution and 11 high-resolution alleles, were significantly associated with BMI after correction for multiple testing. Alleles associated with high BMI were enriched in haplotypes that were common in both Chinese and European populations, whereas the alleles associated with low BMI were enriched in haplotypes common only in Asians. Alleles B*07, DRB1*07, DRB1*12, and C*03:02 provided the strongest associations with BMI (P = 6.89 × 10-10, 1.32 × 10-9, 1.52 × 10-9, and 4.45 × 10-8, respectively), where B*07 and DRB1*07 also had evidence for sex-specific effects (Pheterogeneity = 0.0067 and 0.00058, respectively). These results, which identify associations between alleles of HLA-B, DRB1, and C with BMI in Chinese young adults, implicate a novel biological connection between HLA alleles and obesity.
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Affiliation(s)
- Jie Shen
- The Center of Immunological Genetics and HLA Typing, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
- Department of Endocrinology and Metabolism, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Tingwei Guo
- Department of Internal Medicine, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
- Department of Genetics, Albert Einstein College of Medicine, Bronx, NY
| | - Tao Wang
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY
| | - Yisong Zhen
- State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences, and Peking Union Medical College, Beijing, China
| | - Xiao Ma
- The Center of Immunological Genetics and HLA Typing, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yuan Wang
- Flow Cytometry Core Facility, Albert Einstein College of Medicine, Bronx, NY
| | - Zhi-Xin Zhang
- HLA Laboratory, Beijing Red Cross Blood Center, Beijing, China
| | - Jian-Ping Cai
- The Key Laboratory of Geriatrics, Beijing Hospital, and Beijing Institute of Geriatrics, Ministry of Health, Beijing, China
- Quality Control Laboratory, China Bone Marrow Program, Beijing, China
| | - Wei Mao
- HLA Laboratory, Chongqing Blood Center, Chongqing, China
| | - Fa-Ming Zhu
- HLA Laboratory, Zhejiang Blood Center, Hangzhou, Zhejiang, China
| | - Jian-Ping Li
- HLA Laboratory, Liaoning Blood Center, Shenyang, Liaoning, China
| | - Zhen-Lei Wang
- HLA Laboratory, Hebei Blood Center, Shijiazhuang, Hebei, China
| | - De-Mei Zhang
- HLA Laboratory, Taiyuan Red Cross Blood Center, Taiyuan, Shanxi, China
| | - Meng-Li Liu
- HLA Laboratory, Shaanxi Blood Center, Xi'an, Shaanxi, China
| | - Xiao-Yan Shan
- HLA Laboratory, Beijing Red Cross Blood Center, Beijing, China
| | - Bo-Wei Zhang
- HLA Laboratory, Henan Blood Center, Zhengzhou, Henan, China
| | - Chuan-Fu Zhu
- HLA Laboratory, Shandong Blood Center, Jinan, Shandong, China
| | - Zhi-Hui Deng
- The Key Laboratory of Histocompatibility and Immunogenetics, Shenzhen Blood Center, Shenzhen, Guangdong, China
| | - Wei-Jian Yu
- HLA Laboratory, Dalian Red Cross Blood Center, Dalian, Liaoning, China
| | - Qiang Chen
- HLA Laboratory, Institute of Blood Transfusion, Chinese Academy of Medical Sciences, and Peking Union Medical College, Chengdu, Sichuan, China
| | - Guo-Liang Li
- HLA Laboratory, Jiangxi Blood Center, Nanchang, Jiangxi, China
| | - Tao Yang
- Department of Endocrinology and Metabolism, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Shan Lu
- Department of Health Education, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Qin-Qin Pan
- The Center of Immunological Genetics and HLA Typing, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Su Fan
- The Center of Immunological Genetics and HLA Typing, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xiao-Yan Wang
- The Center of Immunological Genetics and HLA Typing, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xing Zhao
- The Center of Immunological Genetics and HLA Typing, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xin-Yun Bi
- The Center of Immunological Genetics and HLA Typing, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yan-Hui Qiao
- HLA Laboratory, Xinjiang Blood Center, Urumchi, Xinjiang, China
| | - Pin-Can Su
- HLA Laboratory, Kunming Blood Center, Kunming, Yunnan, China
| | - Rong Lv
- HLA Laboratory, Hefei Red Cross Blood Center, Hefei, Anhui, China
| | - Guo-Ying Li
- HLA Laboratory, Gansu Red Cross Blood Center, Lanzhou, Gansu, China
| | - Heng-Cong Li
- HLA Laboratory, Nanning Blood Center, Nanning, Guangxi, China
| | - Bin Pei
- HLA Laboratory, Xiamen Blood Center, Xiamen, Fujian, China
| | - Li-Xin Jiao
- HLA Laboratory, Changchun Blood Center, Changchun, Jilin, China
| | - Gang Shen
- HLA Laboratory, Wuhan Blood Center, Wuhan, Hubei, China
| | - Jie Liu
- HLA Laboratory, Harbin Red Cross Blood Center, Harbin, Heilongjiang, China
| | - Zhi-Hui Feng
- HLA Laboratory, Qingdao Blood Center, Qingdao, Shandong, China
| | - Yu-Ping Su
- HLA Laboratory, Yueyang Red Cross Blood Center, Yueyang, Hunan, China
| | - Yu-Bin Xie
- HLA Laboratory, Changsha Blood Center, Changsha, Hunan, China
| | - Wen-Ying Di
- HLA Laboratory, Soochow Red Cross Blood Center, Suzhou, Jiangsu, China
| | - Xin-Yu Wang
- Department of Endocrinology, First Affiliated Hospital of Shenzhen University, Shenzhen, Guangdong, China
| | - Xiang Liu
- HLA Laboratory, CapitalBio Corporation, Beijing, China
| | - Xiao-Ping Zhang
- HLA Laboratory, Beijing Genomics Institute, Shenzhen, Guangdong, China
| | - Dan Du
- Department of HLA Technology, China Bone Marrow Program, Beijing, China
| | - Qi Liu
- Department of HLA Technology, China Bone Marrow Program, Beijing, China
| | - Ying Han
- Department of HLA Technology, China Bone Marrow Program, Beijing, China
| | - Jia-Wei Chen
- Department of Endocrinology and Metabolism, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Min Gu
- Department of Urology, First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu, China
| | - Leslie J Baier
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
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Ewald DR, Sumner SCJ. Human microbiota, blood group antigens, and disease. WILEY INTERDISCIPLINARY REVIEWS. SYSTEMS BIOLOGY AND MEDICINE 2018; 10:e1413. [PMID: 29316320 PMCID: PMC5902424 DOI: 10.1002/wsbm.1413] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2017] [Revised: 11/05/2017] [Accepted: 11/09/2017] [Indexed: 12/11/2022]
Abstract
Far from being just "bugs in our guts," the microbiota interacts with the body in previously unimagined ways. Research into the genome and the microbiome has revealed that the human body and the microbiota have a long-established but only recently recognized symbiotic relationship; homeostatic balance between them regulates body function. That balance is fragile, easily disturbed, and plays a fundamental role in human health-our very survival depends on the healthy functioning of these microorganisms. Increasing rates of cardiovascular, autoimmune, and inflammatory diseases, as well as epidemics in obesity and diabetes in recent decades are believed to be explained, in part, by unintended effects on the microbiota from vaccinations, poor diets, environmental chemicals, indiscriminate antibiotic use, and "germophobia." Discovery and exploration of the brain-gut-microbiota axis have provided new insights into functional diseases of the gut, autoimmune and stress-related disorders, and the role of probiotics in treating certain affective disorders; it may even explain some aspects of autism. Research into dietary effects on the human gut microbiota led to its classification into three proposed enterotypes, but also revealed the surprising role of blood group antigens in shaping those populations. Blood group antigens have previously been associated with disease risks; their subsequent association with the microbiota may reveal mechanisms that lead to development of nutritional interventions and improved treatment modalities. Further exploration of associations between specific enteric microbes and specific metabolites will foster new dietary interventions, treatment modalities, and genetic therapies, and inevitably, their application in personalized healthcare strategies. This article is categorized under: Laboratory Methods and Technologies > Metabolomics Translational, Genomic, and Systems Medicine > Translational Medicine Physiology > Mammalian Physiology in Health and Disease.
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Affiliation(s)
- D Rose Ewald
- Department of Nutrition, University of North Carolina at Chapel Hill, Kannapolis, NC, 28081
| | - Susan CJ Sumner
- Department of Nutrition, University of North Carolina at Chapel Hill, Kannapolis, NC, 28081
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Li H, Li T, Berasategui A, Rui J, Zhang X, Li C, Xiao Z, Li X. Gut region influences the diversity and interactions of bacterial communities in pikas (Ochotona curzoniae and Ochotona daurica). FEMS Microbiol Ecol 2018; 93:4587903. [PMID: 29106508 DOI: 10.1093/femsec/fix149] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2017] [Accepted: 11/01/2017] [Indexed: 12/28/2022] Open
Abstract
The mammalian microbial communities in the gastrointestinal tract (GIT) play important roles in host nutrition and health. However, we still lack an understanding of how these communities are organized across GIT in natural environments. Here, using 16S rRNA gene sequencing, we analyzed the bacterial community diversity, network interactions and ecosystem stability across five gut regions (mouth, stomach, small intestine, cecum and colon) emanating from two common pika species in China, including Plateau pikas (Ochotona curzoniae) inhabiting high-altitude regions, as well as Daurian pikas (O. daurica) occupying low-altitude areas. The relative abundances of dominant Bacteroidetes and Firmicutes exhibited an increasing trend from mouth to colon. Cecum and colon harbored higher bacterial diversity compared with other anatomical regions. Gut region significantly influenced the structure of bacterial communities in the GIT. Network analysis indicated that topological features showed marked variations among gut regions. Interestingly, the ecosystem stability of bacterial communities increased gradually from mouth to colon. Our results suggest that gut region influences the diversity, structure and network interactions of bacterial communities in pikas. For hindgut-fermenting herbivorous mammals, relatively higher bacterial diversity and ecosystem stability in the cecum may provide a favorable condition for the fermentation of indigestible plant polysaccharides.
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Affiliation(s)
- Huan Li
- Key Laboratory of Environmental and Applied Microbiology, CAS; Environmental Microbiology Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Sichuan 610041, PR China
| | - Tongtong Li
- Department of Applied Biology, College of Biotechnology and Bioengineering, Zhejiang University of Technology, Hangzhou 310014, China
| | - Aileen Berasategui
- Biochemistry Department, Max Planck Institute for Chemical Ecology, 07745 Jena, Germany
| | - Junpeng Rui
- Key Laboratory of Environmental and Applied Microbiology, CAS; Environmental Microbiology Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Sichuan 610041, PR China
| | - Xiao Zhang
- College of Environment and Planning, Henan University, Jinming Avenue, Kaifeng 475004, China
| | - Chaonan Li
- Key Laboratory of Environmental and Applied Microbiology, CAS; Environmental Microbiology Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Sichuan 610041, PR China
| | - Zhishu Xiao
- State Key Laboratory of Integrated Management of Pest Insects and Rodents in Agriculture, Institute of Zoology, Chinese Academy of Sciences, Beichen West Road, Chaoyang, District, Beijing 100101, China
| | - Xiangzhen Li
- Key Laboratory of Environmental and Applied Microbiology, CAS; Environmental Microbiology Key Laboratory of Sichuan Province, Chengdu Institute of Biology, Chinese Academy of Sciences, Sichuan 610041, PR China
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Terato K, Waritani T, Fukai R, Shionoya H, Itoh H, Katayama K. Contribution of bacterial pathogens to evoking serological disease markers and aggravating disease activity in rheumatoid arthritis. PLoS One 2018; 13:e0190588. [PMID: 29408886 PMCID: PMC5800560 DOI: 10.1371/journal.pone.0190588] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Accepted: 12/18/2017] [Indexed: 12/24/2022] Open
Abstract
Commensal bacteria and their pathogenic components in the gastrointestinal tract and oral cavity may play pathological roles in autoimmune diseases. To study the possible involvement of bacterial pathogens in autoimmune diseases, IgG and IgA antibodies against pathogenic components produced by three strains of commensal bacteria, Escherichia coli-lipopolysaccharide (E. coli-LPS), Porphyromonas gingivalis-LPS (Pg-LPS) and peptidoglycan polysaccharide (PG-PS) from Streptococcus pyogenes, were determined by an improved ELISA system for sera from two groups of patients with rheumatoid arthritis (RA), who met rapid radiographic progression (RRP) criteria and non-RRP, and compared to normal (NL) controls. Antibody responses to these bacterial pathogens are unique and consistent in individuals, and no fundamental difference was observed between RA and NL controls. Despite the similar antibody responses to pathogens, lower IgG or higher IgA and consequent higher IgA/IgG antibody ratio among the patients with RA related to disease marker levels and disease activity. Peculiarly, the IgA/IgG anti-Pg-LPS antibody ratio resulted from lower IgG and higher IgA antibody responses to Pg-LPS strongly correlated not only with rheumatoid factor (RF), but also correlated with erythrocyte sedimentation rate (ESR), C-reactive protein (CRP) and disease activity score of 28 joints with ESR (DAS28-ESR) in the RRP group. In contrast, the IgA/IgG anti-E. coli-LPS and anti-PG-PS antibody ratio correlated or tended to correlate with RF, ESR, CRP, and DAS28-ESR in the non-RRP group, whereas either the IgG or IgA anti-Pg-LPS antibody levels and consequent IgA/IgG anti-Pg-LPS antibody ratio did not correlate with any clinical marker levels in this group. Notably, anti-circular-citrullinated peptide (CCP) antibody levels, which did not correlate with either IgG or IgA antibody levels to any pathogens, did not correlate with severity of arthritis in both RRP and non-RRP. Taken together, we propose that multiple environmental pathogens, which overwhelm the host antibody defense function, contribute independently or concomitantly to evoking disease makers and aggravating disease activity, and affect disease outcomes. TRIAL REGISTRATION UMIN CTR UMIN000012200.
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Affiliation(s)
- Kuniaki Terato
- Department of Research and Development, Chondrex Inc. Redmond, WA, United States of America
| | - Takaki Waritani
- Department of Research and Development, Chondrex Inc. Redmond, WA, United States of America
| | | | - Hiroshi Shionoya
- Research Lab Section 5, Asama Chemicals Inc. Chiyoda, Tokyo, Japan
| | - Hiroshi Itoh
- Department of Orthopedic Surgery, Asahikawa Medical University, Asahikawa, Japan
| | - Kou Katayama
- Katayama Orthopedic Rheumatology Clinic, Asahikawa, Hokkaido, Japan
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41
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Hampe CS, Roth CL. Probiotic strains and mechanistic insights for the treatment of type 2 diabetes. Endocrine 2017; 58:207-227. [PMID: 29052181 DOI: 10.1007/s12020-017-1433-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 09/20/2017] [Indexed: 02/07/2023]
Abstract
INTRODUCTION The intestinal microbial composition appears to differ between healthy controls and individuals with Type 2 diabetes (T2D). This observation has led to the hypothesis that perturbations of the intestinal microbiota may contribute to the development of T2D. Manipulations of the intestinal microbiota may therefore provide a novel approach in the prevention and treatment of T2D. Indeed, fecal transplants have shown promising results in both animal models for obesity and T2D and in human clinical trials. To avoid possible complications associated with fecal transplants, probiotics are considered as a viable alternative therapy. An important, however often underappreciated, characteristic of probiotics is that individual strains may have different, even opposing, effects on the host. This strain specificity exists also within the same species. A comprehensive understanding of the underlying mechanisms at the strain level is therefore crucial for the selection of suitable probiotic strains. PURPOSE The aim of this review is to discuss the mechanisms employed by specific probiotic strains of the Lactobacillus and the Bifidobacterium genuses, which showed efficacy in the treatment of obesity and T2D. Some probiotic strains employ recurring beneficial effects, including the production of anti-microbial lactic acid, while other strains display highly unique features, such as hydrolysis of tannins. CONCLUSION A major obstacle in the evaluation of probiotic strains lays in the great number of strains, differences in detection methodology and measured outcome parameters. The understanding of further research should be directed towards the development of standardized evaluation methods to facilitate the comparison of different studies.
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Affiliation(s)
- Christiane S Hampe
- Department of Medicine, Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, WA, 98109, USA.
| | - Christian L Roth
- Center for Integrative Brain Research, Seattle Children's Hospital & Research Institute, Seattle, WA, 98101, USA
- Pediatric Endocrinology, Seattle Children's Hospital & Research Institute, Seattle, WA, 98101, USA
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Pearce DS, Hoover BA, Jennings S, Nevitt GA, Docherty KM. Morphological and genetic factors shape the microbiome of a seabird species (Oceanodroma leucorhoa) more than environmental and social factors. MICROBIOME 2017; 5:146. [PMID: 29084611 PMCID: PMC5663041 DOI: 10.1186/s40168-017-0365-4] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2017] [Accepted: 10/26/2017] [Indexed: 05/10/2023]
Abstract
BACKGROUND The microbiome provides multiple benefits to animal hosts that can profoundly impact health and behavior. Microbiomes are well-characterized in humans and other animals in controlled settings, yet assessments of wild bird microbial communities remain vastly understudied. This is particularly true for pelagic seabirds with unique life histories that differ from terrestrial bird species. This study was designed to examine how morphological, genetic, environmental, and social factors affect the microbiome of a burrow-nesting seabird species, Leach's storm petrel (Oceanodroma leucorhoa). These seabirds are highly olfactory and may rely on microbiome-mediated odor cues during mate selection. Composition and structure of bacterial communities associated with the uropygial gland and brood patch were assessed using 16S rRNA amplicon-based Illumina Mi-Seq analysis and compared to burrow-associated bacterial communities. This is the first study to examine microbial diversity associated with multiple body sites on a seabird species. RESULTS Results indicate that sex and skin site contribute most to bacterial community variation in Leach's storm petrels and that major histocompatibility complex (MHC) genotype may impact the composition of bacterial assemblages in males. In contrast to terrestrial birds and other animals, environmental and social interactions do not significantly influence storm petrel-associated bacterial assemblages. Thus, individual morphological and genetic influences outweighed environmental and social factors on microbiome composition. CONCLUSIONS Contrary to observations of terrestrial birds, microbiomes of Leach's storm petrels vary most by the sex of the bird and by the body site sampled, rather than environmental surroundings or social behavior.
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Affiliation(s)
- Douglas S. Pearce
- Department of Biological Sciences, Western Michigan University, 1903 W Michigan Ave, Kalamazoo, MI 49008 USA
| | - Brian A. Hoover
- Department of Neurobiology, Physiology, and Behavior, College of Biological Sciences, One Shields Avenue, University of California, Davis, CA 95616 USA
| | - Sarah Jennings
- Department of Neurobiology, Physiology, and Behavior, College of Biological Sciences, One Shields Avenue, University of California, Davis, CA 95616 USA
| | - Gabrielle A. Nevitt
- Department of Neurobiology, Physiology, and Behavior, College of Biological Sciences, One Shields Avenue, University of California, Davis, CA 95616 USA
| | - Kathryn M. Docherty
- Department of Biological Sciences, Western Michigan University, 1903 W Michigan Ave, Kalamazoo, MI 49008 USA
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De Re V, Magris R, Cannizzaro R. New Insights into the Pathogenesis of Celiac Disease. Front Med (Lausanne) 2017; 4:137. [PMID: 28913337 PMCID: PMC5583152 DOI: 10.3389/fmed.2017.00137] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2017] [Accepted: 07/27/2017] [Indexed: 12/12/2022] Open
Abstract
Celiac disease (CD) is an autoimmune and multisystem gluten-related disorder that causes symptoms involving the gastrointestinal tract and other organs. Pathogenesis of CD is only partially known. It had been established that ingestion of gluten proteins present in wheat and other cereals are necessary for the disease and develops in individuals genetically predisposed carrying the DQ2 or DQ8 human leukocyte antigen haplotypes. In this review, we had pay specific attention on the last discoveries regarding the three cellular components mainly involved in the development and maintenance of CD: T-cells, B-cells, and microbioma. All of them had been showed critical for the interaction between inflammatory immune response and gluten peptides. Although the mechanisms of interaction among overall these components are not yet fully understood, recent proteomics and molecular studies had shed some lights in the pathogenic role of tissue transglutaminase 2 in CD and in the alteration of the intestinal barrier function induced by host microbiota.
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Affiliation(s)
- Valli De Re
- Immunopatologia e Biomarcatori Oncologici/Bio-Proteomics Facility, CRO Aviano National Cancer Institute, Aviano, Italy
| | - Raffaella Magris
- Oncological Gastroenterology, CRO Aviano National Cancer Institute, Aviano, Italy
| | - Renato Cannizzaro
- Oncological Gastroenterology, CRO Aviano National Cancer Institute, Aviano, Italy
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Abstract
Host-microbe interactions are influenced by complex host genetics and environment. Studies across animal taxa have aided our understanding of how intestinal microbiota influence vertebrate development, disease, and physiology. However, traditional mammalian studies can be limited by the use of isogenic strains, husbandry constraints that result in small sample sizes and limited statistical power, reliance on indirect characterization of gut microbial communities from fecal samples, and concerns of whether observations in artificial conditions are actually reflective of what occurs in the wild. Fish models are able to overcome many of these limitations. The extensive variation in the physiology, ecology, and natural history of fish enriches studies of the evolution and ecology of host-microbe interactions. They share physiological and immunological features common among vertebrates, including humans, and harbor complex gut microbiota, which allows identification of the mechanisms driving microbial community assembly. Their accelerated life cycles and large clutch sizes and the ease of sampling both internal and external microbial communities make them particularly well suited for robust statistical studies of microbial diversity. Gnotobiotic techniques, genetic manipulation of the microbiota and host, and transparent juveniles enable novel insights into mechanisms underlying development of the digestive tract and disease states. Many diseases involve a complex combination of genes which are difficult to manipulate in homogeneous model organisms. By taking advantage of the natural genetic variation found in wild fish populations, as well as of the availability of powerful genetic tools, future studies should be able to identify conserved genes and pathways that contribute to human genetic diseases characterized by dysbiosis.
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Affiliation(s)
- Emily A Lescak
- University of Alaska Anchorage, Department of Biological Sciences, Anchorage, Alaska, USA
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45
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Marietta EV, Murray JA, Luckey DH, Jeraldo PR, Lamba A, Patel R, Luthra HS, Mangalam A, Taneja V. Suppression of Inflammatory Arthritis by Human Gut-Derived Prevotella histicola in Humanized Mice. Arthritis Rheumatol 2017; 68:2878-2888. [PMID: 27337150 DOI: 10.1002/art.39785] [Citation(s) in RCA: 175] [Impact Index Per Article: 21.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 06/07/2016] [Indexed: 12/15/2022]
Abstract
OBJECTIVE The gut microbiome regulates host immune homeostasis. Rheumatoid arthritis (RA) is associated with intestinal dysbiosis. This study was undertaken to test the ability of a human gut-derived commensal to modulate immune response and treat arthritis in a humanized mouse model. METHODS We isolated a commensal bacterium, Prevotella histicola, that is native to the human gut and has systemic immune effects when administered enterally. Arthritis-susceptible HLA-DQ8 mice were immunized with type II collagen and treated with P histicola. Disease incidence, onset, and severity were monitored. Changes in gut epithelial proteins and immune response as well as systemic cellular and humoral immune responses were studied in treated mice. RESULTS When treated with P histicola in prophylactic or therapeutic protocols, DQ8 mice exhibited significantly decreased incidence and severity of arthritis compared to controls. The microbial mucosal modulation of arthritis was dependent on regulation by CD103+ dendritic cells and myeloid suppressors (CD11b+Gr-1+ cells) and by generation of Treg cells (CD4+CD25+FoxP3+) in the gut, resulting in suppression of antigen-specific Th17 responses and increased transcription of interleukin-10. Treatment with P histicola led to reduced intestinal permeability by increasing expression of enzymes that produce antimicrobial peptides as well as tight junction proteins (zonula occludens 1 and occludin). However, the innate immune response via Toll-like receptor 4 (TLR-4) and TLR-9 was not affected in treated mice. CONCLUSION Our results demonstrate that enteral exposure to P histicola suppresses arthritis via mucosal regulation. P histicola is a unique commensal that can be explored as a novel therapy for RA and may have few or no side effects.
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46
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Ferguson JF, Allayee H, Gerszten RE, Ideraabdullah F, Kris-Etherton PM, Ordovás JM, Rimm EB, Wang TJ, Bennett BJ. Nutrigenomics, the Microbiome, and Gene-Environment Interactions: New Directions in Cardiovascular Disease Research, Prevention, and Treatment: A Scientific Statement From the American Heart Association. CIRCULATION. CARDIOVASCULAR GENETICS 2016; 9:291-313. [PMID: 27095829 PMCID: PMC7829062 DOI: 10.1161/hcg.0000000000000030] [Citation(s) in RCA: 76] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Cardiometabolic diseases are the leading cause of death worldwide and are strongly linked to both genetic and nutritional factors. The field of nutrigenomics encompasses multiple approaches aimed at understanding the effects of diet on health or disease development, including nutrigenetic studies investigating the relationship between genetic variants and diet in modulating cardiometabolic risk, as well as the effects of dietary components on multiple "omic" measures, including transcriptomics, metabolomics, proteomics, lipidomics, epigenetic modifications, and the microbiome. Here, we describe the current state of the field of nutrigenomics with respect to cardiometabolic disease research and outline a direction for the integration of multiple omics techniques in future nutrigenomic studies aimed at understanding mechanisms and developing new therapeutic options for cardiometabolic disease treatment and prevention.
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Scher JU, Littman DR, Abramson SB. Microbiome in Inflammatory Arthritis and Human Rheumatic Diseases. Arthritis Rheumatol 2016; 68:35-45. [PMID: 26331579 DOI: 10.1002/art.39259] [Citation(s) in RCA: 154] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 06/23/2015] [Indexed: 02/06/2023]
Affiliation(s)
- Jose U Scher
- New York University School of Medicine and New York University Hospital for Joint Diseases, New York, New York
| | - Dan R Littman
- Kimmel Center for Biology and Medicine of the Skirball Institute and New York University School of Medicine, New York, New York
| | - Steven B Abramson
- New York University School of Medicine and New York University Hospital for Joint Diseases, New York, New York
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Douglas JL, Worgan H, Easton G, Poret L, Wolf B, Edwards A, Davies E, Ross D, McEwan N. Microbial diversity in the digestive tract of two different breeds of sheep. J Appl Microbiol 2016; 120:1382-9. [DOI: 10.1111/jam.13060] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2015] [Revised: 09/01/2015] [Accepted: 10/11/2015] [Indexed: 11/28/2022]
Affiliation(s)
- J.-L. Douglas
- Institute of Biological, Environmental and Rural Sciences; Aberystwyth University; Wales UK
| | - H.J. Worgan
- Institute of Biological, Environmental and Rural Sciences; Aberystwyth University; Wales UK
| | - G.L. Easton
- Institute of Biological, Environmental and Rural Sciences; Aberystwyth University; Wales UK
| | - L. Poret
- Institute of Biological, Environmental and Rural Sciences; Aberystwyth University; Wales UK
| | - B.T. Wolf
- Institute of Biological, Environmental and Rural Sciences; Aberystwyth University; Wales UK
| | - A. Edwards
- Institute of Biological, Environmental and Rural Sciences; Aberystwyth University; Wales UK
| | - E. Davies
- Institute of Biological, Environmental and Rural Sciences; Aberystwyth University; Wales UK
| | - D. Ross
- Future Farming Systems Group; SRUC Research; Edinburgh UK
| | - N.R. McEwan
- Institute of Biological, Environmental and Rural Sciences; Aberystwyth University; Wales UK
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Praveen V, Praveen S. Microbiome-Gut-Brain Axis: A Pathway for Improving Brainstem Serotonin Homeostasis and Successful Autoresuscitation in SIDS-A Novel Hypothesis. Front Pediatr 2016; 4:136. [PMID: 28111624 PMCID: PMC5216028 DOI: 10.3389/fped.2016.00136] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2016] [Accepted: 11/30/2016] [Indexed: 12/16/2022] Open
Abstract
Sudden infant death syndrome (SIDS) continues to be a major public health issue. Following its major decline since the "Back to Sleep" campaign, the incidence of SIDS has plateaued, with an annual incidence of about 1,500 SIDS-related deaths in the United States and thousands more throughout the world. The etiology of SIDS, the major cause of postneonatal mortality in the western world, is still poorly understood. Although sleeping in prone position is a major risk factor, SIDS continues to occur even in the supine sleeping position. The triple-risk model of Filiano and Kinney emphasizes the interaction between a susceptible infant during a critical developmental period and stressor/s in the pathogenesis of SIDS. Recent evidence ranges from dysregulated autonomic control to findings of altered neurochemistry, especially the serotonergic system that plays an important role in brainstem cardiorespiratory/thermoregulatory centers. Brainstem serotonin (5-HT) and tryptophan hydroxylase-2 (TPH-2) levels have been shown to be lower in SIDS, supporting the evidence that defects in the medullary serotonergic system play a significant role in SIDS. Pathogenic bacteria and their enterotoxins have been associated with SIDS, although no direct evidence has been established. We present a new hypothesis that the infant's gut microbiome, and/or its metabolites, by its direct effects on the gut enterochromaffin cells, stimulates the afferent gut vagal endings by releasing serotonin (paracrine effect), optimizing autoresuscitation by modulating brainstem 5-HT levels through the microbiome-gut-brain axis, thus playing a significant role in SIDS during the critical period of gut flora development and vulnerability to SIDS. The shared similarities between various risk factors for SIDS and their relationship with the infant gut microbiome support our hypothesis. Comprehensive gut-microbiome studies are required to test our hypothesis.
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Affiliation(s)
| | - Shama Praveen
- Providence Little Company of Mary Medical Center , Torrance, CA , USA
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MHC variation sculpts individualized microbial communities that control susceptibility to enteric infection. Nat Commun 2015; 6:8642. [PMID: 26494419 PMCID: PMC4621775 DOI: 10.1038/ncomms9642] [Citation(s) in RCA: 117] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Accepted: 09/15/2015] [Indexed: 12/18/2022] Open
Abstract
The presentation of protein antigens on the cell surface by major histocompatibility complex (MHC) molecules coordinates vertebrate adaptive immune responses, thereby mediating susceptibility to a variety of autoimmune and infectious diseases. The composition of symbiotic microbial communities (the microbiota) is influenced by host immunity and can have a profound impact on host physiology. Here we use an MHC congenic mouse model to test the hypothesis that genetic variation at MHC genes among individuals mediates susceptibility to disease by controlling microbiota composition. We find that MHC genotype significantly influences antibody responses against commensals in the gut, and that these responses are correlated with the establishment of unique microbial communities. Transplantation experiments in germfree mice indicate that MHC-mediated differences in microbiota composition are sufficient to explain susceptibility to enteric infection. Our findings indicate that MHC polymorphisms contribute to defining an individual's unique microbial fingerprint that influences health.
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