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Xue J, Allaband C, Zuffa S, Poulsen O, Meadows J, Zhou D, Dorrestein PC, Knight R, Haddad GG. Gut microbiota and derived metabolites mediate obstructive sleep apnea induced atherosclerosis. Gut Microbes 2025; 17:2474142. [PMID: 40025767 PMCID: PMC11881840 DOI: 10.1080/19490976.2025.2474142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2024] [Revised: 02/03/2025] [Accepted: 02/25/2025] [Indexed: 03/04/2025] Open
Abstract
Obstructive sleep apnea (OSA) is characterized by intermittent hypoxia/hypercapnia (IHC), affects predominantly obese individuals, and increases atherosclerosis risk. Since we and others have implicated gut microbiota and metabolites in atherogenesis, we dissected their contributions to OSA-induced atherosclerosis. Atherosclerotic lesions were compared between conventionally-reared specific pathogen free (SPF) and germ-free (GF) Apoe-/- mice following a high fat high cholesterol diet (HFHC), with and without IHC conditions. The fecal microbiota and metabolome were profiled using 16S rRNA gene amplicon sequencing and untargeted tandem mass spectrometry (LC-MS/MS) respectively. Phenotypic data showed that HFHC significantly increased atherosclerosis as compared to regular chow (RC) in both aorta and pulmonary artery (PA) of SPF mice. IHC exacerbated lesions in addition to HFHC. Differential abundance analysis of gut microbiota identified an enrichment of Akkermansiaceae and a depletion of Muribaculaceae (formerly S24-7) family members in the HFHC-IHC group. LC-MS/MS showed a dysregulation of bile acid profiles with taurocholic acid, taurodeoxycholic acid, and 12-ketodeoxycholic acid enriched in the HFHC-IHC group, long-chain N-acyl amides, and phosphatidylcholines. Interestingly, GF Apoe-/- mice markedly reduced atherosclerotic formation relative to SPF Apoe-/- mice in the aorta under HFHC/IHC conditions. In contrast, microbial colonization did not show a significant impact on the atherosclerotic progression in PA. In summary, this research demonstrated that (1) IHC acts cooperatively with HFHC to induce atherosclerosis; (2) gut microbiota modulate atherogenesis, induced by HFHC/IHC, in the aorta not in PA; (3) different analytical methods suggest that a specific imbalance between Akkermansiaceae and Muribaculaceae bacterial families mediate OSA-induced atherosclerosis; and (4) derived bile acids, such as deoxycholic acid and lithocholic acid, regulate atherosclerosis in OSA. The knowledge obtained provides novel insights into the potential therapeutic approaches to prevent and treat OSA-induced atherosclerosis.
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Affiliation(s)
- Jin Xue
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Celeste Allaband
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Simone Zuffa
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
- Collaborative Mass Spectrometry Innovation Center, University of California San Diego, San Diego, CA, USA
| | - Orit Poulsen
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Jason Meadows
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Dan Zhou
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
| | - Pieter C. Dorrestein
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California San Diego, La Jolla, CA, USA
- Collaborative Mass Spectrometry Innovation Center, University of California San Diego, San Diego, CA, USA
| | - Rob Knight
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Center for Microbiome Innovation, University of California, San Diego, La Jolla, CA, USA
- Department of Computer Science and Engineering, University of California, San Diego, La Jolla, CA, USA
| | - Gabriel G. Haddad
- Department of Pediatrics, University of California San Diego, La Jolla, CA, USA
- Department of Neuroscience, University of California San Diego, La Jolla, CA, USA
- The Division of Respiratory Medicine, Rady Children’s Hospital, San Diego, CA, USA
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Xue J, Allaband C, Zuffa S, Poulsen O, Meadows J, Zhou D, Dorrestein PC, Knight R, Haddad GG. Gut Microbiota and Derived Metabolites Mediate Obstructive Sleep Apnea Induced Atherosclerosis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.18.624205. [PMID: 39605650 PMCID: PMC11601605 DOI: 10.1101/2024.11.18.624205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Background Obstructive sleep apnea (OSA) is characterized by intermittent hypoxia/hypercapnia (IHC), affects predominantly obese individuals, and increases atherosclerosis risk. Since we and others have implicated gut microbiota and metabolites in atherogenesis, we dissected their contributions to OSA-induced atherosclerosis. Results Atherosclerotic lesions were compared between conventionally-reared specific pathogen free (SPF) and germ-free (GF) ApoE -/- mice following a high fat high cholesterol diet (HFHC), with and without IHC conditions. The fecal microbiota and metabolome were profiled using 16S rRNA gene amplicon sequencing and untargeted tandem mass spectrometry (LC-MS/MS) respectively. Phenotypic data showed that HFHC significantly increased atherosclerosis as compared to regular chow (RC) in both aorta and pulmonary artery (PA) of SPF mice. IHC exacerbated lesions in addition to HFHC. Differential abundance analysis of gut microbiota identified an enrichment of Akkermansiaceae and a depletion of Muribaculaceae (formerly S24-7) family members in the HFHC-IHC group. LC-MS/MS showed a dysregulation of bile acid profiles with taurocholic acid, taurodeoxycholic acid, and 12-ketodeoxycholic acid enriched in the HFHC-IHC group, long-chain N-acyl amides, and phosphatidylcholines. Interestingly, GF ApoE -/- mice markedly reduced atherosclerotic formation relative to SPF ApoE -/- mice in the aorta under HFHC/IHC conditions. In contrast, microbial colonization did not show a significant impact on the atherosclerotic progression in PA. Conclusions In summary, this research demonstrated that (1) IHC acts cooperatively with HFHC to induce atherosclerosis; (2) gut microbiota modulate atherogenesis, induced by HFHC/IHC, in the aorta not in PA; (3) different analytical methods suggest that a specific imbalance between Akkermansiaceae and Muribaculaceae bacterial families mediate OSA-induced atherosclerosis; and (4) derived bile acids, such as deoxycholic acid and lithocholic acid, regulate atherosclerosis in OSA. The knowledge obtained provides novel insights into the potential therapeutic approaches to prevent and treat OSA-induced atherosclerosis.
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Vera-Ponce de León A, Hensen T, Hoetzinger M, Gupta S, Weston B, Johnsen SM, Rasmussen JA, Clausen CG, Pless L, Veríssimo ARA, Rudi K, Snipen L, Karlsen CR, Limborg MT, Bertilsson S, Thiele I, Hvidsten TR, Sandve SR, Pope PB, La Rosa SL. Genomic and functional characterization of the Atlantic salmon gut microbiome in relation to nutrition and health. Nat Microbiol 2024; 9:3059-3074. [PMID: 39402236 DOI: 10.1038/s41564-024-01830-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2023] [Accepted: 09/13/2024] [Indexed: 11/01/2024]
Abstract
To ensure sustainable aquaculture, it is essential to understand the path 'from feed to fish', whereby the gut microbiome plays an important role in digestion and metabolism, ultimately influencing host health and growth. Previous work has reported the taxonomic composition of the Atlantic salmon (Salmo salar) gut microbiome; however, functional insights are lacking. Here we present the Salmon Microbial Genome Atlas consisting of 211 high-quality bacterial genomes, recovered by cultivation (n = 131) and gut metagenomics (n = 80) from wild and farmed fish both in freshwater and seawater. Bacterial genomes were taxonomically assigned to 14 different orders, including 35 distinctive genera and 29 previously undescribed species. Using metatranscriptomics, we functionally characterized key bacterial populations, across five phyla, in the salmon gut. This included the ability to degrade diet-derived fibres and release vitamins and other exometabolites with known beneficial effects, which was supported by genome-scale metabolic modelling and in vitro cultivation of selected bacterial species coupled with untargeted metabolomic studies. Together, the Salmon Microbial Genome Atlas provides a genomic and functional resource to enable future studies on salmon nutrition and health.
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Affiliation(s)
- Arturo Vera-Ponce de León
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
- Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway
| | - Tim Hensen
- School of Medicine, University of Galway, Galway, Ireland
- Digital Metabolic Twin Centre, University of Galway, Galway, Ireland
| | - Matthias Hoetzinger
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Shashank Gupta
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Bronson Weston
- School of Medicine, University of Galway, Galway, Ireland
- Digital Metabolic Twin Centre, University of Galway, Galway, Ireland
| | - Sander M Johnsen
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Jacob A Rasmussen
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Cecilie Grønlund Clausen
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Louisa Pless
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | | | - Knut Rudi
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Lars Snipen
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | | | - Morten T Limborg
- Center for Evolutionary Hologenomics, GLOBE Institute, University of Copenhagen, Copenhagen, Denmark
| | - Stefan Bertilsson
- Department of Aquatic Sciences and Assessment, Swedish University of Agricultural Sciences, Uppsala, Sweden
| | - Ines Thiele
- School of Medicine, University of Galway, Galway, Ireland
- Digital Metabolic Twin Centre, University of Galway, Galway, Ireland
- Discipline of Microbiology, University of Galway, Galway, Ireland
- Ryan Institute, University of Galway, Galway, Ireland
- APC Microbiome Ireland, Cork, Ireland
| | - Torgeir R Hvidsten
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway
| | - Simen R Sandve
- Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway
| | - Phillip B Pope
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway.
- Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway.
- Centre for Microbiome Research, School of Biomedical Sciences, Queensland University of Technology (QUT), Translational Research Institute, Woolloongabba, Queensland, Australia.
| | - Sabina Leanti La Rosa
- Faculty of Chemistry, Biotechnology and Food Science, Norwegian University of Life Sciences, Ås, Norway.
- Faculty of Biosciences, Norwegian University of Life Sciences, Ås, Norway.
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Yang Y, Quan Y, Liu Y, Yang J, Chen K, You X, Hua H, Yan L, Zhao J, Wang J. Exploring the potential mechanism of Xiaojin Pill therapy for benign prostatic hyperplasia through metabolomics and gut microbiota analysis. Front Microbiol 2024; 15:1431954. [PMID: 39234552 PMCID: PMC11371748 DOI: 10.3389/fmicb.2024.1431954] [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: 05/13/2024] [Accepted: 07/17/2024] [Indexed: 09/06/2024] Open
Abstract
Background Xiaojin Pill (XJP) is a traditional Chinese medicine prescribed for treating benign prostatic hyperplasia (BPH). It has been proven to have multiple effects, such as regulating sex hormone levels, exhibiting anti-tumor, anti-inflammatory, analgesic, and anti-platelet aggregation properties, and improving immunity. However, the material basis of XJP's therapeutic effect on BPH and its metabolic process in vivo remains to be clarified. At the same time, many microorganisms that exist in the urogenital tract, including those related to BPH, can also affect the health of the host. Methods Using ultra-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS), the chemical components of XJP were identified. A BPH model was created through bilateral testicular ablation and injections of testosterone propionate. A comprehensive evaluation of XJP efficacy was conducted using pathological ELISA, TUNEL, and immunohistochemical techniques. In addition, UPLC-MS metabolomics and 16S rRNA sequencing revealed the serum metabolic profile and intestinal microbiota composition. We performed a Spearman correlation coefficient analysis to highlight the interactions between "intestinal microbiota-serum factors" and "intestinal microbiota-metabolites." Results XJP contains 91 compounds that alleviate pathologies of BPH in rats, decreasing prostate weight, index, and serum levels of Dihydrotestosterone (DHT), Prostate-Specific Antigen (PSA), epidermal growth factor (EGF), basic fibroblast growth factor (bFGF), and vascular endothelial growth factor (VEGF) levels. It inhibits prostatic epithelial cell apoptosis and downregulates Bax, TGF-β1, and IGF-1 proteins in the caspase-3 pathway. Metabolomics studies have revealed 10 upregulated and 10 downregulated metabolites in treated rats, with 5-methylcytosine, uracil, and cytosine enriched in pyrimidine metabolism. L-arginine plays a pivotal role in metabolic pathways encompassing pyrimidine metabolism, arginine biosynthesis, and the mammalian target of rapamycin (mTOR) signaling pathway. 16S rRNA sequencing revealed that XJP optimized the diversity and balance of intestinal flora in BPH rats by decreasing the Bacteroidetes/Firmicutes (B/F) ratio, enhancing the beneficial bacteria, such as Eggerthellaceae, Anaerovoracaceae, and Romboutsia, and suppressing the dysfunctional bacteria, such as Atopobiaceae, Prevotellaceae_NK3B31_group, Dorea, and Frisingicoccus. According to the Spearman correlation coefficient analysis, Lactobacillus was found to be most associated with serum factors, whereas Romboutsia showed the highest correlation with metabolites. This finding suggests that XJP modulates pyrimidine metabolism disorders in BPH rats, a regulation that aligns closely with Romboutsia, Prevotellaceae_NK3B31_group, Lactobacillus, Chujaibacter, and Enterorhabdus, thereby providing valuable biological insights. Conclusion In summary, these findings indicate that XJP possesses a synergistic anti-BHP effect through its multi-component, multi-target, multi-gut microbiota, and multi-metabolic pathway properties. The effect involves the regulation of sex hormone levels, growth factors, and the anti-epithelial cell apoptosis process. The modulation of specific gut microbiota by the host and the involvement of multiple metabolic pathways are likely one of the significant mechanisms of XJP in treating BPH. Notably, pyrimidine metabolism and the intestinal microbial ecosystem are closely intertwined in this process.
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Affiliation(s)
- Yuying Yang
- School of Pharmacy, Southwest Medical University, Luzhou, China
- Sichuan Institute for Translational Chinese Medicine, Sichuan Academy of Chinese Medicine Sciences, Key Laboratory of Biological Evaluation of Translational Chinese Medicine (TCM) Quality of National Administration of TCM, Sichuan Key Laboratory of Translational Medicine of TCM, Sichuan Authentic Medicine System Development Engineering Technology Research Center, Sichuan Authentic Medicine Formation Principle and Quality Evaluation Engineering Research Center, Chengdu, China
| | - Yunyun Quan
- Sichuan Institute for Translational Chinese Medicine, Sichuan Academy of Chinese Medicine Sciences, Key Laboratory of Biological Evaluation of Translational Chinese Medicine (TCM) Quality of National Administration of TCM, Sichuan Key Laboratory of Translational Medicine of TCM, Sichuan Authentic Medicine System Development Engineering Technology Research Center, Sichuan Authentic Medicine Formation Principle and Quality Evaluation Engineering Research Center, Chengdu, China
| | - Yunteng Liu
- College of Food and Biological Engineering, Chengdu University, Chengdu, China
| | - Juhua Yang
- College of Food and Biological Engineering, Chengdu University, Chengdu, China
| | - Keyu Chen
- Pharmacology of Chinese Medicine, Shanxi University, Xianyang, China
| | - Xiaozhou You
- Sichuan Institute for Translational Chinese Medicine, Sichuan Academy of Chinese Medicine Sciences, Key Laboratory of Biological Evaluation of Translational Chinese Medicine (TCM) Quality of National Administration of TCM, Sichuan Key Laboratory of Translational Medicine of TCM, Sichuan Authentic Medicine System Development Engineering Technology Research Center, Sichuan Authentic Medicine Formation Principle and Quality Evaluation Engineering Research Center, Chengdu, China
| | - Hua Hua
- Sichuan Institute for Translational Chinese Medicine, Sichuan Academy of Chinese Medicine Sciences, Key Laboratory of Biological Evaluation of Translational Chinese Medicine (TCM) Quality of National Administration of TCM, Sichuan Key Laboratory of Translational Medicine of TCM, Sichuan Authentic Medicine System Development Engineering Technology Research Center, Sichuan Authentic Medicine Formation Principle and Quality Evaluation Engineering Research Center, Chengdu, China
- College of Food and Biological Engineering, Chengdu University, Chengdu, China
| | - Liangchun Yan
- Sichuan Institute for Translational Chinese Medicine, Sichuan Academy of Chinese Medicine Sciences, Key Laboratory of Biological Evaluation of Translational Chinese Medicine (TCM) Quality of National Administration of TCM, Sichuan Key Laboratory of Translational Medicine of TCM, Sichuan Authentic Medicine System Development Engineering Technology Research Center, Sichuan Authentic Medicine Formation Principle and Quality Evaluation Engineering Research Center, Chengdu, China
| | - Junning Zhao
- Sichuan Institute for Translational Chinese Medicine, Sichuan Academy of Chinese Medicine Sciences, Key Laboratory of Biological Evaluation of Translational Chinese Medicine (TCM) Quality of National Administration of TCM, Sichuan Key Laboratory of Translational Medicine of TCM, Sichuan Authentic Medicine System Development Engineering Technology Research Center, Sichuan Authentic Medicine Formation Principle and Quality Evaluation Engineering Research Center, Chengdu, China
| | - Jianbo Wang
- School of Pharmacy, Southwest Medical University, Luzhou, China
- Sichuan Institute for Translational Chinese Medicine, Sichuan Academy of Chinese Medicine Sciences, Key Laboratory of Biological Evaluation of Translational Chinese Medicine (TCM) Quality of National Administration of TCM, Sichuan Key Laboratory of Translational Medicine of TCM, Sichuan Authentic Medicine System Development Engineering Technology Research Center, Sichuan Authentic Medicine Formation Principle and Quality Evaluation Engineering Research Center, Chengdu, China
- Pharmacology of Chinese Medicine, Shanxi University, Xianyang, China
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Cui C, Yang T, Wang S, Jia Z, Zhao L, Han X, Sun X, Zong J, Wang S, Chen D. Discussion on the relationship between gut microbiota and glioma through Mendelian randomization test based on the brain gut axis. PLoS One 2024; 19:e0304403. [PMID: 38809931 PMCID: PMC11135782 DOI: 10.1371/journal.pone.0304403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2023] [Accepted: 05/11/2024] [Indexed: 05/31/2024] Open
Abstract
BACKGROUND In the realm of Gut-Brain axis research, existing evidence points to a complex bidirectional regulatory mechanism between gut microbiota and the brain. However, the question of whether a causal relationship exists between gut microbiota and specific types of brain tumors, such as gliomas, remains unresolved. To address this gap, we employed publicly available Genome-Wide Association Study (GWAS) and MIOBEN databases, conducting an in-depth analysis using Two-Sample Mendelian Randomization (MR). METHOD We carried out two sets of MR analyses. The preliminary analysis included fewer instrumental variables due to a high genome-wide statistical significance threshold (5×10-8). To enable a more comprehensive and detailed analysis, we adjusted the significance threshold to 1×10-5. We performed linkage disequilibrium analysis (R2 <0.001, clumping distance = 10,000kb) and detailed screening of palindromic SNPs, followed by MR analysis and validation through sensitivity analysis. RESULTS Our findings reveal a causal relationship between gut microbiota and gliomas. Further confirmation via Inverse Variance Weighting (IVW) identified eight specific microbial communities related to gliomas. Notably, the Peptostreptococcaceae and Olsenella communities appear to have a protective effect, reducing glioma risk. CONCLUSION This study not only confirms the causal link between gut microbiota and gliomas but also suggests a new avenue for future glioma treatment.
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Affiliation(s)
- Chenzhi Cui
- Graduate school, Dalian Medical University, Dalian, Dalian, China
- Department of Neurosurgery, Dalian Municipal Central Hospital, Dalian, China
| | - Tianke Yang
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
- College of Integrative Medicine, Dalian Medical University, Dalian, China
| | - ShengYu Wang
- Medical Laboratory Technology, College of Medical Laboratory, Dalian Medical University, Dalian, China
| | - Zhuqiang Jia
- The First Affiliated Hospital of Dalian Medical University, Dalian, China
- Naqu People’s Hospital, Tibet, China
| | - Lin Zhao
- Department of Quality Management, Dalian Municipal Central Hospital, Dalian, China
| | - Xin Han
- Naqu People’s Hospital, Tibet, China
- Department of Orthopaedic Surgery, The Second Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Xiaohong Sun
- Department of Nursing, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Junwei Zong
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Shouyu Wang
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Dong Chen
- Graduate school, Dalian Medical University, Dalian, Dalian, China
- Department of Neurosurgery, Dalian Municipal Central Hospital, Dalian, China
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Zhao M, Cui M, Jiang Q, Wang J, Lu Y. Profile of Pancreatic and Ileal Microbiota in Experimental Acute Pancreatitis. Microorganisms 2023; 11:2707. [PMID: 38004720 PMCID: PMC10672832 DOI: 10.3390/microorganisms11112707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 10/18/2023] [Accepted: 10/19/2023] [Indexed: 11/26/2023] Open
Abstract
Acute pancreatitis (AP) is accompanied by gut microbiota dysbiosis. However, the composition of the pancreatic and ileal microbiota associated with AP is still unknown. This study aims to examine the alterations in the microbial composition of the pancreas and ileum in the context of experimental acute pancreatitis, as well as explore the potential interplay between these two regions. Methods: Caerulein (CAE), caerulein+lipopolysaccharide (CAE+LPS), and L-arginine (ARG) were used to induce AP in mice. The pancreas and ileum were collected for histological study and bacterial 16S rRNA gene sequencing. The results showed microbial structural segregation between the AP and control groups and between ARG and the two CAE groups (CAE, CAE+LPS) in the pancreas and ileum. Taxonomic analysis at the genus level and linear discriminant analysis effect size (LEfSe) at the operational taxonomic units (OTUs) level illustrated that AP mice exhibited a marked increase in the relative abundance of Muribaculaceae and a decrease in that of Dietzia both in the pancreas and ileum, and a reduction in Bifidobacterium only in the ileum; in addition, Roseburia was enriched in the two CAE groups in the pancreas and/or ileum, while Escherichia-Shigella expanded in the pancreas of the ARG group. Spearman correlation analysis between pancreatic and ileal microbiota revealed that the abundance of Muribaculaceae and Dietzia in the pancreas was related to that in the ileum. These findings demonstrated that caerulein and L-arginine differentially disturbed the pancreatic and ileal microbiota when inducing AP. Furthermore, these findings provide preliminary support for an association between the microbiota of the pancreas and ileum, which could be caused by AP-induced microbial translocation.
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Affiliation(s)
- Mengqi Zhao
- Department of Gastroenterology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201620, China; (M.Z.); (M.C.)
| | - Mengyan Cui
- Department of Gastroenterology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201620, China; (M.Z.); (M.C.)
| | - Qiaoli Jiang
- Department of Gastroenterology, Jiading Branch of Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201812, China;
| | - Jingjing Wang
- Shanghai Key Laboratory of Pancreatic Diseases, Institute of Translational Medicine, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201620, China
| | - Yingying Lu
- Department of Gastroenterology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201620, China; (M.Z.); (M.C.)
- Department of Gastroenterology, Jiading Branch of Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 201812, China;
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Ng KM, Pannu S, Liu S, Burckhardt JC, Hughes T, Van Treuren W, Nguyen J, Naqvi K, Nguyen B, Clayton CA, Pepin DM, Collins SR, Tropini C. Single-strain behavior predicts responses to environmental pH and osmolality in the gut microbiota. mBio 2023; 14:e0075323. [PMID: 37432034 PMCID: PMC10470613 DOI: 10.1128/mbio.00753-23] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 05/23/2023] [Indexed: 07/12/2023] Open
Abstract
Changes to gut environmental factors such as pH and osmolality due to disease or drugs correlate with major shifts in microbiome composition; however, we currently cannot predict which species can tolerate such changes or how the community will be affected. Here, we assessed the growth of 92 representative human gut bacterial strains spanning 28 families across multiple pH values and osmolalities in vitro. The ability to grow in extreme pH or osmolality conditions correlated with the availability of known stress response genes in many cases, but not all, indicating that novel pathways may participate in protecting against acid or osmotic stresses. Machine learning analysis uncovered genes or subsystems that are predictive of differential tolerance in either acid or osmotic stress. For osmotic stress, we corroborated the increased abundance of these genes in vivo during osmotic perturbation. The growth of specific taxa in limiting conditions in isolation in vitro correlated with survival in complex communities in vitro and in an in vivo mouse model of diet-induced intestinal acidification. Our data show that in vitro stress tolerance results are generalizable and that physical parameters may supersede interspecies interactions in determining the relative abundance of community members. This study provides insight into the ability of the microbiota to respond to common perturbations that may be encountered in the gut and provides a list of genes that correlate with increased ability to survive in these conditions. IMPORTANCE To achieve greater predictability in microbiota studies, it is crucial to consider physical environmental factors such as pH and particle concentration, as they play a pivotal role in influencing bacterial function and survival. For example, pH is significantly altered in various diseases, including cancers, inflammatory bowel disease, as well in the case of over-the-counter drug use. Additionally, conditions like malabsorption can affect particle concentration. In our study, we investigate how changes in environmental pH and osmolality can serve as predictive indicators of bacterial growth and abundance. Our research provides a comprehensive resource for anticipating shifts in microbial composition and gene abundance during complex perturbations. Moreover, our findings underscore the significance of the physical environment as a major driver of bacterial composition. Finally, this work emphasizes the necessity of incorporating physical measurements into animal and clinical studies to better understand the factors influencing shifts in microbiota abundance.
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Affiliation(s)
- Katharine M. Ng
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
- School of Biomedical Engineering, University of British Columbia, Vancouver, Canada
| | - Sagar Pannu
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Sijie Liu
- School of Biomedical Engineering, University of British Columbia, Vancouver, Canada
| | - Juan C. Burckhardt
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Thad Hughes
- Independent Researcher, Vancouver, British Columbia, Canada
| | - Will Van Treuren
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, California, USA
| | - Jen Nguyen
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Kisa Naqvi
- School of Biomedical Engineering, University of British Columbia, Vancouver, Canada
| | - Bachviet Nguyen
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Charlotte A. Clayton
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Deanna M. Pepin
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Samuel R. Collins
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
| | - Carolina Tropini
- Department of Microbiology and Immunology, University of British Columbia, Vancouver, Canada
- School of Biomedical Engineering, University of British Columbia, Vancouver, Canada
- Humans and the Microbiome Program, Canadian Institute for Advanced Research, Toronto, Canada
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Leleiwi I, Rodriguez-Ramos J, Shaffer M, Sabag-Daigle A, Kokkinias K, Flynn RM, Daly RA, Kop LFM, Solden LM, Ahmer BMM, Borton MA, Wrighton KC. Exposing new taxonomic variation with inflammation - a murine model-specific genome database for gut microbiome researchers. MICROBIOME 2023; 11:114. [PMID: 37210515 PMCID: PMC10199544 DOI: 10.1186/s40168-023-01529-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 03/21/2023] [Indexed: 05/22/2023]
Abstract
BACKGROUND The murine CBA/J mouse model widely supports immunology and enteric pathogen research. This model has illuminated Salmonella interactions with the gut microbiome since pathogen proliferation does not require disruptive pretreatment of the native microbiota, nor does it become systemic, thereby representing an analog to gastroenteritis disease progression in humans. Despite the value to broad research communities, microbiota in CBA/J mice are not represented in current murine microbiome genome catalogs. RESULTS Here we present the first microbial and viral genomic catalog of the CBA/J murine gut microbiome. Using fecal microbial communities from untreated and Salmonella-infected, highly inflamed mice, we performed genomic reconstruction to determine the impacts on gut microbiome membership and functional potential. From high depth whole community sequencing (~ 42.4 Gbps/sample), we reconstructed 2281 bacterial and 4516 viral draft genomes. Salmonella challenge significantly altered gut membership in CBA/J mice, revealing 30 genera and 98 species that were conditionally rare and unsampled in non-inflamed mice. Additionally, inflamed communities were depleted in microbial genes that modulate host anti-inflammatory pathways and enriched in genes for respiratory energy generation. Our findings suggest decreases in butyrate concentrations during Salmonella infection corresponded to reductions in the relative abundance in members of the Alistipes. Strain-level comparison of CBA/J microbial genomes to prominent murine gut microbiome databases identified newly sampled lineages in this resource, while comparisons to human gut microbiomes extended the host relevance of dominant CBA/J inflammation-resistant strains. CONCLUSIONS This CBA/J microbiome database provides the first genomic sampling of relevant, uncultivated microorganisms within the gut from this widely used laboratory model. Using this resource, we curated a functional, strain-resolved view on how Salmonella remodels intact murine gut communities, advancing pathobiome understanding beyond inferences from prior amplicon-based approaches. Salmonella-induced inflammation suppressed Alistipes and other dominant members, while rarer commensals like Lactobacillus and Enterococcus endure. The rare and novel species sampled across this inflammation gradient advance the utility of this microbiome resource to benefit the broad research needs of the CBA/J scientific community, and those using murine models for understanding the impact of inflammation on the gut microbiome more generally. Video Abstract.
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Affiliation(s)
- Ikaia Leleiwi
- Department of Cell and Molecular Biology, The Colorado State University, Fort Collins, CO USA
- Department of Soil and Crop Sciences, The Colorado State University, Fort Collins, CO USA
| | - Josué Rodriguez-Ramos
- Department of Soil and Crop Sciences, The Colorado State University, Fort Collins, CO USA
- Graduate Degree Program in Ecology, The Colorado State University, Fort Collins, CO USA
| | - Michael Shaffer
- Department of Soil and Crop Sciences, The Colorado State University, Fort Collins, CO USA
| | - Anice Sabag-Daigle
- Department of Microbial Infection and Immunity, The Ohio State University, Columbus, OH USA
| | - Katherine Kokkinias
- Department of Soil and Crop Sciences, The Colorado State University, Fort Collins, CO USA
- Department of Microbiology, Immunology, and Pathology, The Colorado State University, Fort Collins, CO USA
| | - Rory M. Flynn
- Department of Soil and Crop Sciences, The Colorado State University, Fort Collins, CO USA
| | - Rebecca A. Daly
- Department of Soil and Crop Sciences, The Colorado State University, Fort Collins, CO USA
| | - Linnea F. M. Kop
- Department of Microbiology, RIBES, Radbound University, Nijmegen, The Netherlands
- Department of Microbiology and Biophysics, The Ohio State University, Columbus, OH USA
| | - Lindsey M. Solden
- Department of Soil and Crop Sciences, The Colorado State University, Fort Collins, CO USA
| | - Brian M. M. Ahmer
- Department of Microbial Infection and Immunity, The Ohio State University, Columbus, OH USA
| | - Mikayla A. Borton
- Department of Soil and Crop Sciences, The Colorado State University, Fort Collins, CO USA
| | - Kelly C. Wrighton
- Department of Cell and Molecular Biology, The Colorado State University, Fort Collins, CO USA
- Department of Soil and Crop Sciences, The Colorado State University, Fort Collins, CO USA
- Graduate Degree Program in Ecology, The Colorado State University, Fort Collins, CO USA
- Department of Microbiology, Immunology, and Pathology, The Colorado State University, Fort Collins, CO USA
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Hao H, Li Z, Qiao SY, Qi Y, Xu XY, Si JY, Liu YH, Chang L, Shi YF, Xu B, Wei ZH, Kang LN. Empagliflozin ameliorates atherosclerosis via regulating the intestinal flora. Atherosclerosis 2023; 371:32-40. [PMID: 36990029 DOI: 10.1016/j.atherosclerosis.2023.03.011] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 03/07/2023] [Accepted: 03/14/2023] [Indexed: 03/31/2023]
Abstract
BACKGROUND AND AIMS Sodium-glucose cotransporter 2 inhibitor (SGLT2i) has been reported to attenuate atherosclerosis. Further, it has been suggested that intestinal flora influences atherosclerosis progression. Herein we aimed to investigate whether SGLT2i can alleviate atherosclerosis through intestinal flora. METHODS Six-week-old male ApoE-/- mice fed a high-fat diet were gavaged either empagliflozin (SGLT2i group, n = 9) or saline (Ctrl group, n = 6) for 12 weeks. Feces were collected from both groups at the end of the experiment for fecal microbiota transplantation (FMT). Another 12 six-week-old male ApoE-/- mice were fed a high-fat diet and received FMT with feces either from SGLT2i (FMT-SGLT2i group, n = 6) or from Ctrl (FMT-Ctrl group, n = 6) groups. Blood, tissue, and fecal samples were collected for subsequent analyses. RESULTS In comparison with Ctrl group, atherosclerosis was less severe in the SGLT2i group (p < 0.0001), and the richness of probiotic, such as f_Coriobacteriaceae, f_S24-7, f_Lachnospiraceae, and f_Adlercreutzia, was higher in feces. Besides, empagliflozin resulted in a significant reduction in the inflammatory response and altered intestinal flora metabolism. Interestingly, compared with FMT-Ctrl, FMT-SGLT2i also showed a reduction in atherosclerosis and systemic inflammatory response, as well as changes in the component of intestinal flora and pertinent metabolites similar to SGLT2i group. CONCLUSIONS Empagliflozin seems to mitigate atherosclerosis partly by regulating intestinal microbiota, and this anti-atherosclerotic effect can be transferred through intestinal flora transplantation.
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Affiliation(s)
- Han Hao
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Cardiology, Affiliated Drum Tower Hospital, Medical School, Nanjing University, No.321, Zhongshan Road, Nanjing, 210008, China
| | - Zhu Li
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Cardiology, Affiliated Drum Tower Hospital, Medical School, Nanjing University, No.321, Zhongshan Road, Nanjing, 210008, China
| | - Shi-Yang Qiao
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Cardiology, Affiliated Drum Tower Hospital, Medical School, Nanjing University, No.321, Zhongshan Road, Nanjing, 210008, China
| | - Yu Qi
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Cardiology, Affiliated Drum Tower Hospital, Medical School, Nanjing University, No.321, Zhongshan Road, Nanjing, 210008, China
| | - Xiao-Ying Xu
- Department of Cardiology, Nanjing Drum Hospital, Nanjing University of Chinese Medicine, No.138, Xian-Lin Avenue, Nanjing, 210008, China
| | - Jia-Yi Si
- Department of Cardiology, Nanjing Drum Hospital, Nanjing University of Chinese Medicine, No.138, Xian-Lin Avenue, Nanjing, 210008, China
| | - Yi-Hai Liu
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Cardiology, Affiliated Drum Tower Hospital, Medical School, Nanjing University, No.321, Zhongshan Road, Nanjing, 210008, China
| | - Lei Chang
- Department of Cardiology, Nanjing Drum Tower Hospital, Clinical College of Nanjing Medical University, Nanjing, 210008, Jiangsu, China
| | - Yi-Fan Shi
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Cardiology, Affiliated Drum Tower Hospital, Medical School, Nanjing University, No.321, Zhongshan Road, Nanjing, 210008, China
| | - Biao Xu
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Cardiology, Affiliated Drum Tower Hospital, Medical School, Nanjing University, No.321, Zhongshan Road, Nanjing, 210008, China.
| | - Zhong-Hai Wei
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Cardiology, Affiliated Drum Tower Hospital, Medical School, Nanjing University, No.321, Zhongshan Road, Nanjing, 210008, China.
| | - Li-Na Kang
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Cardiology, Affiliated Drum Tower Hospital, Medical School, Nanjing University, No.321, Zhongshan Road, Nanjing, 210008, China.
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Yan A, Ding H, Liu J, Bi C, Han Z, Wang Z, Nawaz S, Shen Y, Liu S. Black Lycium barbarum polysaccharide attenuates LPS-induced intestine damage via regulation gut microbiota. Front Microbiol 2023; 13:1080922. [PMID: 36741888 PMCID: PMC9893023 DOI: 10.3389/fmicb.2022.1080922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 12/08/2022] [Indexed: 01/20/2023] Open
Abstract
Lycium barbarums are traditionally used as a homology of medicinal plants in China with a potent role in metabolism and immunomodulation. The current study was performed to explore the attenuation effect and microbiota regulation of Lycium barbarum polysaccharide (BLBP) on lipopolysaccharide (LPS)-induced intestine damage in mice. A total of 70 mice were randomly divided into five groups; negative control (GA), LPS (GB), both treated with an equal volume of normal saline, and BLBP treatment groups GC (100 mg/kg), GD (200 mg/kg), and GE (400 mg/kg) via gavage for 19 days. On Day 19, mice in groups GB, GC, GD, and GE were treated with 10 mg/kg LPS for 24 h and euthanized to collect intestine samples for pathological examination and microbiota sequencing. The results showed a non-significant difference in body weight gain among the five mouse groups; however, mice in the GC and GE groups showed decreased weight gain. An H&E examination revealed that the integrity of intestinal villi was destroyed by LPS, while BLBP supplement alleviated intestinal damage with an increase in villus height and a decrease in crypt depth. A total of over 59,000, 40,000, 50,000, 45,000, and 55,000 raw sequences were found in groups GA, GB, GC, GD, and GE, respectively. LPS challenge decreased alpha diversity indexes significantly (p < 0.05), while a non-significant difference was found between different BLBP treatment groups and the GA group. A total of 8 phyla and 13 genera were found among five mouse groups, and BLBP partly restored the bacterial abundance in mice. LPS changed 282 metabolic pathways in KEGG L2, 77 metabolic pathways in KEGG L3, and 205 metabolic pathways in MetaCyc, respectively. The BLBP-supplemented groups, especially GE, showed reverse effects on those metabolic pathways. The current study revealed that BLBP can effectively decrease intestinal damage through the regulation of intestinal microbiota, which may provide new insights for the prevention of intestinal disease using food and medicine homologous of Lycium ruthenicum.
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Affiliation(s)
- An Yan
- College of Animal Science and Technology, Hebei Agricultural University, Baoding, Hebei, China
| | - Houkang Ding
- College of Veterinary Medicine/Traditional Chinese Veterinary Medicine, Hebei Agriculture University, Baoding, China
| | - Junjun Liu
- College of Veterinary Medicine/Traditional Chinese Veterinary Medicine, Hebei Agriculture University, Baoding, China
| | - Chongliang Bi
- College of Agriculture and Forestry, Linyi University, Linyi, Shandong, China
| | - Zhaoqing Han
- College of Agriculture and Forestry, Linyi University, Linyi, Shandong, China
| | - Zhennan Wang
- College of Agriculture and Forestry, Linyi University, Linyi, Shandong, China
| | - Shah Nawaz
- Department of Anatomy, Faculty of Veterinary Science, University of Agriculture, Faisalabad, Pakistan
| | - Yizhao Shen
- College of Animal Science and Technology, Hebei Agricultural University, Baoding, Hebei, China,Key Laboratory of Healthy Breeding in Dairy Cattle (Co-Construction by Ministry and Province), Ministry of Agriculture and Rural Affairs, Baoding, Hebei, China,*Correspondence: Yizhao Shen,
| | - Shudong Liu
- College of Animal Science and Technology, Hebei Agricultural University, Baoding, Hebei, China,Shudong Liu,
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11
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Enhanced cultured diversity of the mouse gut microbiota enables custom-made synthetic communities. Cell Host Microbe 2022; 30:1630-1645.e25. [DOI: 10.1016/j.chom.2022.09.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Revised: 07/30/2022] [Accepted: 09/13/2022] [Indexed: 12/26/2022]
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12
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Fokt H, Unni R, Repnik U, Schmitz RA, Bramkamp M, Baines JF, Unterweger D. Bacteroides muris sp. nov. isolated from the cecum of wild-derived house mice. Arch Microbiol 2022; 204:546. [PMID: 35939214 PMCID: PMC9360105 DOI: 10.1007/s00203-022-03148-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Revised: 07/18/2022] [Accepted: 07/20/2022] [Indexed: 11/26/2022]
Abstract
Two bacterial strains, KH365_2T and KH569_7, were isolated from the cecum contents of wild-derived house mice. The strains were characterized as Gram-negative, rod-shaped, strictly anaerobic, and non-motile. Phylogenetic analysis based on 16S rRNA gene sequences revealed that both strains were most closely related to Bacteroides uniformis ATCC 8492T. Whole genome sequences of KH365_2T and KH569_7 strains have a DNA G + C content of 46.02% and 46.03% mol, respectively. Most morphological and biochemical characteristics did not differ between the newly isolated strains and classified Bacteroides strains. However, the average nucleotide identity (ANI) and dDNA-DNA hybridization (dDDH) values clearly distinguished the two strains from described members of the genus Bacteroides. Here, we present the phylogeny, morphology, and physiology of a novel species of the genus Bacteroides and propose the name Bacteroides muris sp. nov., with KH365_2T (DSM 114231T = CCUG 76277T) as type strain.
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Affiliation(s)
- Hanna Fokt
- Max Planck Institute for Evolutionary Biology, 24306, Plön, Germany
| | - Rahul Unni
- Max Planck Institute for Evolutionary Biology, 24306, Plön, Germany
- Institute for Experimental Medicine, Kiel University, 24105, Kiel, Germany
| | - Urska Repnik
- Central Microscopy Facility, Kiel University, 24118, Kiel, Germany
| | - Ruth A Schmitz
- Institute for General Microbiology, Kiel University, 24118, Kiel, Germany
| | - Marc Bramkamp
- Central Microscopy Facility, Kiel University, 24118, Kiel, Germany
- Institute for General Microbiology, Kiel University, 24118, Kiel, Germany
| | - John F Baines
- Max Planck Institute for Evolutionary Biology, 24306, Plön, Germany.
- Institute for Experimental Medicine, Kiel University, 24105, Kiel, Germany.
| | - Daniel Unterweger
- Max Planck Institute for Evolutionary Biology, 24306, Plön, Germany.
- Institute for Experimental Medicine, Kiel University, 24105, Kiel, Germany.
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