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Panyod S, Wu WK, Chang CT, Wada N, Ho HC, Lo YL, Tsai SP, Chen RA, Huang HS, Liu PY, Chen YH, Chuang HL, Shen TCD, Tang SL, Ho CT, Wu MS, Sheen LY. Common dietary emulsifiers promote metabolic disorders and intestinal microbiota dysbiosis in mice. Commun Biol 2024; 7:749. [PMID: 38902371 PMCID: PMC11190199 DOI: 10.1038/s42003-024-06224-3] [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: 03/24/2023] [Accepted: 04/22/2024] [Indexed: 06/22/2024] Open
Abstract
Dietary emulsifiers are linked to various diseases. The recent discovery of the role of gut microbiota-host interactions on health and disease warrants the safety reassessment of dietary emulsifiers through the lens of gut microbiota. Lecithin, sucrose fatty acid esters, carboxymethylcellulose (CMC), and mono- and diglycerides (MDG) emulsifiers are common dietary emulsifiers with high exposure levels in the population. This study demonstrates that sucrose fatty acid esters and carboxymethylcellulose induce hyperglycemia and hyperinsulinemia in a mouse model. Lecithin, sucrose fatty acid esters, and CMC disrupt glucose homeostasis in the in vitro insulin-resistance model. MDG impairs circulating lipid and glucose metabolism. All emulsifiers change the intestinal microbiota diversity and induce gut microbiota dysbiosis. Lecithin, sucrose fatty acid esters, and CMC do not impact mucus-bacterial interactions, whereas MDG tends to cause bacterial encroachment into the inner mucus layer and enhance inflammation potential by raising circulating lipopolysaccharide. Our findings demonstrate the safety concerns associated with using dietary emulsifiers, suggesting that they could lead to metabolic syndromes.
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Affiliation(s)
- Suraphan Panyod
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan, ROC
- Center for Food and Biomolecules, National Taiwan University, Taipei, Taiwan, ROC
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC
| | - Wei-Kai Wu
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan, ROC
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan, ROC
- Bachelor Program of Biotechnology and Food Nutrition, National Taiwan University, Taipei, Taiwan, ROC
| | - Chih-Ting Chang
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan, ROC
| | - Naohisa Wada
- Biodiversity Research Center, Academia Sinica, Taipei, Taiwan, ROC
| | - Han-Chen Ho
- Department of Anatomy, Tzu Chi University, Hualien, Taiwan, ROC
| | - Yi-Ling Lo
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC
| | - Sing-Ping Tsai
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Rou-An Chen
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan, ROC
| | - Huai-Syuan Huang
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan, ROC
| | - Po-Yu Liu
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC
- School of Medicine, College of Medicine, National Sun Yat-sen University, Kaohsiung, Taiwan, ROC
| | - Yi-Hsun Chen
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC
| | - Hsiao-Li Chuang
- National Laboratory Animal Center, National Applied Research Laboratories, Taipei, Taiwan, ROC
| | - Ting-Chin David Shen
- Division of Gastroenterology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Sen-Lin Tang
- Biodiversity Research Center, Academia Sinica, Taipei, Taiwan, ROC
| | - Chi-Tang Ho
- Department of Food Science, Rutgers University, New Brunswick, NJ, USA
| | - Ming-Shiang Wu
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan, ROC.
- Department of Internal Medicine, National Taiwan University Hospital, Taipei, Taiwan, ROC.
| | - Lee-Yan Sheen
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan, ROC.
- Center for Food and Biomolecules, National Taiwan University, Taipei, Taiwan, ROC.
- National Center for Food Safety Education and Research, National Taiwan University, Taipei, Taiwan, ROC.
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Kawarai S, Sakai Y, Iriki A, Yamazaki Y. Gastric emphysema and pneumatosis intestinalis in two common marmosets with duodenal dilation syndrome. BMC Vet Res 2024; 20:223. [PMID: 38783305 PMCID: PMC11118105 DOI: 10.1186/s12917-024-04087-8] [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: 01/18/2024] [Accepted: 05/17/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND Common marmosets (Callithrix jacchus) are widely used as primate experimental models in biomedical research. Duodenal dilation with chronic vomiting in captive common marmosets is a recently described life-threatening syndrome that is problematic for health control. However, the pathogenesis and cause of death are not fully understood. CASE PRESENTATION We report two novel necropsy cases in which captive common marmosets were histopathologically diagnosed with gastric emphysema (GE) and pneumatosis intestinalis (PI). Marmoset duodenal dilation syndrome was confirmed in each case by clinical observation of chronic vomiting and by gross necropsy findings showing a dilated, gas-filled and fluid-filled descending duodenum that adhered to the ascending colon. A diagnosis of GE and PI was made on the basis of the bubble-like morphology of the gastric and intestinal mucosa, with histological examination revealing numerous vacuoles diffused throughout the lamina propria mucosae and submucosa. Immunostaining for prospero homeobox 1 and CD31 distinguished gas cysts from blood and lymph vessels. The presence of hepatic portal venous gas in case 1 and possible secondary bacteremia-related septic shock in case 2 were suggested to be acute life-threatening abdominal processes resulting from gastric emphysema and pneumatosis intestinalis. CONCLUSIONS In both cases, the gross and histopathological findings of gas cysts in the GI tract walls matched the features of human GE and PI. These findings contribute to clarifying the cause of death in captive marmosets that have died of gastrointestinal diseases.
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Affiliation(s)
- Shinpei Kawarai
- Laboratory for Symbolic Cognitive Development, RIKEN Center for Biosystems Dynamics Research, MI R&D Center Building 3F, 6-7-3 Minatojima-Minamimachi, Chuo-Ku, Kobe, Hyogo, 650-0047, Japan
- Department of Veterinary Nursing for Companion Animals, Chuo Animal General Professional Training College, 1-12-17 Tsuji, Shimizu-ku, Shizuoka, Shizuoka, 424-0806, Japan
| | - Yasuhiro Sakai
- Department of Tumor Pathology, Hamamatsu University School of Medicine, 1-20-1 Handayama, Chuo-Ku, Hamamatsu, Shizuoka, 431-3192, Japan
| | - Atsushi Iriki
- Laboratory for Symbolic Cognitive Development, RIKEN Center for Biosystems Dynamics Research, MI R&D Center Building 3F, 6-7-3 Minatojima-Minamimachi, Chuo-Ku, Kobe, Hyogo, 650-0047, Japan
- RIKEN Innovation Design Office, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan
| | - Yumiko Yamazaki
- Laboratory for Symbolic Cognitive Development, RIKEN Center for Biosystems Dynamics Research, MI R&D Center Building 3F, 6-7-3 Minatojima-Minamimachi, Chuo-Ku, Kobe, Hyogo, 650-0047, Japan.
- Department of Psychological Sciences, Niigata University of Health and Welfare, 1398 Shimami-Cho, Kita-Ku, Niigata, Niigata, 950-3198, Japan.
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Svenson EL, Coonen J, Svenson JE, Simmons HA, Hayes JM, Capuano S. An Epidemiologic Study of Bacterial Culture and Antibiotic Susceptibility Analyses in Captive Macaques and Marmosets at the Wisconsin National Primate Research Center. JOURNAL OF THE AMERICAN ASSOCIATION FOR LABORATORY ANIMAL SCIENCE : JAALAS 2024; 63. [PMID: 38649259 PMCID: PMC11467885 DOI: 10.30802/aalas-jaalas-23-000079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/07/2023] [Accepted: 02/23/2024] [Indexed: 04/25/2024]
Abstract
Antimicrobial resistance (AMR) represents a growing public health threat that arises at the interface between animal, human, and environmental health. Although the pathways promoting the development of AMR are well characterized in human health settings, data within the veterinary medical world are less abundant, particularly from fields focusing on nontraditional species, such as nonhuman primates (NHPs). The purpose of this study was to describe trends in sample submission for bacterial culture, characterize patterns of microbial growth and any changes in AMR and susceptibility over time, and inform best practices for veterinary antimicrobial stewardship in a captively-housed, indoor NHP colony. Electronic health records from the Wisconsin National Primate Research Center were analyzed across a 10-y period using SAS Studio. There was an increasing pattern of sample submissions for culture and susceptibility analyses, with no corresponding increases in resistance to relevant antibiotics for potential zoonotic pathogens, such as Escherichia coli or Shigella species. Trends are suggestive of appropriate antimicrobial stewardship practices that were responsive to the medical needs of Wisconsin National Primate Research Center animals, as well as the needs of the larger research community at the University of Wisconsin-Madison. These findings can inform veterinary professionals working with NHPs and contribute to the growing body of literature surrounding AMR in nontraditional species.
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Affiliation(s)
- Emma L Svenson
- Department of Population Health Sciences, University of Wisconsin–Madison School of Medicine and Public Health, Madison, Wisconsin
| | - Jennifer Coonen
- Wisconsin National Primate Research Center, Madison, Wisconsin; and
| | - James E Svenson
- Department of Emergency Medicine, University of Wisconsin–Madison School of Medicine and Public Health, Madison, Wisconsin
| | | | - Jennifer M Hayes
- Wisconsin National Primate Research Center, Madison, Wisconsin; and
| | - Saverio Capuano
- Wisconsin National Primate Research Center, Madison, Wisconsin; and
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Liao C, Wang L, Quon G. Microbiome-based classification models for fresh produce safety and quality evaluation. Microbiol Spectr 2024; 12:e0344823. [PMID: 38445872 PMCID: PMC10986475 DOI: 10.1128/spectrum.03448-23] [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: 09/20/2023] [Accepted: 02/17/2024] [Indexed: 03/07/2024] Open
Abstract
Small sample sizes and loss of sequencing reads during the microbiome data preprocessing can limit the statistical power of differentiating fresh produce phenotypes and prevent the detection of important bacterial species associated with produce contamination or quality reduction. Here, we explored a machine learning-based k-mer hash analysis strategy to identify DNA signatures predictive of produce safety (PS) and produce quality (PQ) and compared it against the amplicon sequence variant (ASV) strategy that uses a typical denoising step and ASV-based taxonomy strategy. Random forest-based classifiers for PS and PQ using 7-mer hash data sets had significantly higher classification accuracy than those using the ASV data sets. We also demonstrated that the proposed combination of integrating multiple data sets and leveraging a 7-mer hash strategy leads to better classification performance for PS and PQ compared to the ASV method but presents lower PS classification accuracy compared to the feature-selected ASV-based taxonomy strategy. Due to the current limitation of generating taxonomy using the 7-mer hash strategy, the ASV-based taxonomy strategy with remarkably less computing time and memory usage is more efficient for PS and PQ classification and applicable for important taxa identification. Results generated from this study lay the foundation for future studies that wish and need to incorporate and/or compare different microbiome sequencing data sets for the application of machine learning in the area of microbial safety and quality of food. IMPORTANCE Identification of generalizable indicators for produce safety (PS) and produce quality (PQ) improves the detection of produce contamination and quality decline. However, effective sequencing read loss during microbiome data preprocessing and the limited sample size of individual studies restrain statistical power to identify important features contributing to differentiating PS and PQ phenotypes. We applied machine learning-based models using individual and integrated k-mer hash and amplicon sequence variant (ASV) data sets for PS and PQ classification and evaluated their classification performance and found that random forest (RF)-based models using integrated 7-mer hash data sets achieved significantly higher PS and PQ classification accuracy. Due to the limitation of taxonomic analysis for the 7-mer hash, we also developed RF-based models using feature-selected ASV-based taxonomic data sets, which performed better PS classification than those using the integrated 7-mer hash data set. The RF feature selection method identified 480 PS indicators and 263 PQ indicators with a positive contribution to the PS and PQ classification.
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Affiliation(s)
- Chao Liao
- Department of Food Science and Technology, University of California Davis, Davis, California, USA
| | - Luxin Wang
- Department of Food Science and Technology, University of California Davis, Davis, California, USA
| | - Gerald Quon
- Department of Molecular and Cellular Biology, University of California Davis, Davis, California, USA
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Liao L, Sun Y, Huang L, Ye L, Chen L, Shen M. A novel approach for exploring the regional features of vaginal fluids based on microbial relative abundance and alpha diversity. J Forensic Leg Med 2023; 100:102615. [PMID: 37995431 DOI: 10.1016/j.jflm.2023.102615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Revised: 09/14/2023] [Accepted: 11/05/2023] [Indexed: 11/25/2023]
Abstract
Vaginal fluids are one of the most common biological samples in forensic sexual assault cases, and their characterization is vital to narrow the scope of investigation. Presently, approaches for identifying vaginal fluids in different regions are not only rare but also have certain limitations. However, the microbiome has shown the potential to identify the source of body fluids and reveal the characteristics of individuals. In this study, 16S rRNA gene high-throughput sequencing was used to characterize the vaginal microbial community from three regions, Sichuan, Hainan and Hunan. In addition, data on relative abundance and alpha diversity were used to construct a random forest model. The results revealed that the dominant genera in the three regions were Lactobacillus, followed by Gardnerella. In addition, Ureaplasma, Nitrospira, Nocardiodes, Veillonella and g-norank-f-Vicinamibacteraceae were significantly enriched genera in Sichuan, llumatobacter was enriched in Hainan, and Pseudomonas was enriched in Hunan. The random forest classifier based on combined data on relative abundance and alpha diversity had a good ability to distinguish vaginal fluids with similar dominant microbial compositions in the three regions. The study suggests that combining high-throughput sequencing data with machine learning models has good potential for application in the biogeographic inference of vaginal fluids.
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Affiliation(s)
- Lili Liao
- Department of Hygiene Inspection & Quarantine Science, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou, 510515, China; Guangzhou Key Laboratory of Forensic Multi-Omics for Precision Identification, School of Forensic Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Yunxia Sun
- Department of Hygiene Inspection & Quarantine Science, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou, 510515, China
| | - Litao Huang
- Guangzhou Key Laboratory of Forensic Multi-Omics for Precision Identification, School of Forensic Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Linying Ye
- Guangzhou Key Laboratory of Forensic Multi-Omics for Precision Identification, School of Forensic Medicine, Southern Medical University, Guangzhou, 510515, China
| | - Ling Chen
- Guangzhou Key Laboratory of Forensic Multi-Omics for Precision Identification, School of Forensic Medicine, Southern Medical University, Guangzhou, 510515, China.
| | - Mei Shen
- Department of Hygiene Inspection & Quarantine Science, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou, 510515, China.
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Burns M. Review of Environmental and Health Factors Impacting Captive Common Marmoset Welfare in the Biomedical Research Setting. Vet Sci 2023; 10:568. [PMID: 37756090 PMCID: PMC10535419 DOI: 10.3390/vetsci10090568] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 08/25/2023] [Accepted: 08/29/2023] [Indexed: 09/28/2023] Open
Abstract
As a small-bodied neotropical nonhuman primate species, common marmosets have unique requirements for adequate husbandry and veterinary care to ensure proper maintenance and to promote good animal welfare in a biomedical research setting. Environmental conditions, as well as medical and research-related manipulations, can impact marmoset welfare. Research focus areas, including basic neuroscience, transgenics, and aging, involve additional implications for marmoset welfare. This manuscript provides a comprehensive review of factors that should be considered and mitigated as needed by clinical and research staff working with marmosets in biomedical research facilities to optimize the welfare of captive marmosets.
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Affiliation(s)
- Monika Burns
- Novartis Institutes for BioMedical Research, Cambridge, MA 02139, USA
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Shigeno Y, Liu H, Sano C, Inoue R, Niimi K, Nagaoka K. Individual variations and effects of birth facilities on the fecal microbiome of laboratory-bred marmosets (Callithrix jacchus) assessed by a longitudinal study. PLoS One 2022; 17:e0273702. [PMID: 36040908 PMCID: PMC9426884 DOI: 10.1371/journal.pone.0273702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 08/12/2022] [Indexed: 11/18/2022] Open
Abstract
Laboratory animals are used for scientific research in various fields. In recent years, there has been a concern that the gut microbiota may differ among laboratory animals, which may yield different results in different laboratories where in-vivo experiments are performed. Our knowledge of the gut microbiota of laboratory-reared common marmosets (Callithrix jacchus) is limited; thus, in this study, we analyzed the daily changes in fecal microbiome composition, individual variations, and effects of the birth facility in healthy female laboratory-reared marmosets, supplied by three vendors. We showed that the marmoset fecal microbiome varied among animals from the same vendor and among animals from different vendors (birth facility), with daily changes of approximately 37%. The fecal microbiome per vendor is characterized by alpha diversity and specific bacteria, with Bifidobacterium for vendor A, Phascolarctobacterium for vendor B, and Megamonas for vendor C. Furthermore, we found that plasma progesterone concentrations and estrous cycles were not correlated with daily fecal microbiome changes. In contrast, animals with an anovulatory cycle lacked Megamonas and Desulfovibrio bacteria compared to normal estrous females. This study suggests that the source of the animal, such as breeding and housing facilities, is important for in-vivo experiments on the marmoset gut microbiota.
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Affiliation(s)
- Yuko Shigeno
- Laboratory of Veterinary Physiology, Department of Veterinary Medicine, Tokyo University of Agriculture and Technology, Tokyo, Japan
- Research Resources Division, RIKEN Center for Brain Science, Saitama, Japan
| | - Hong Liu
- Laboratory of Veterinary Physiology, Department of Veterinary Medicine, Tokyo University of Agriculture and Technology, Tokyo, Japan
| | - Chie Sano
- Research Resources Division, RIKEN Center for Brain Science, Saitama, Japan
| | - Ryo Inoue
- Laboratory of Animal Science, Department of Applied Biological Sciences, Setsunan University, Osaka, Japan
| | - Kimie Niimi
- Research Resources Division, RIKEN Center for Brain Science, Saitama, Japan
| | - Kentaro Nagaoka
- Laboratory of Veterinary Physiology, Department of Veterinary Medicine, Tokyo University of Agriculture and Technology, Tokyo, Japan
- * E-mail:
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