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Kim MJ, Jung DR, Lee JM, Kim I, Son H, Kim ES, Shin JH. Microbial dysbiosis index for assessing colitis status in mouse models: A systematic review and meta-analysis. iScience 2024; 27:108657. [PMID: 38205250 PMCID: PMC10777064 DOI: 10.1016/j.isci.2023.108657] [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: 07/28/2023] [Revised: 09/07/2023] [Accepted: 12/04/2023] [Indexed: 01/12/2024] Open
Abstract
Although countless gut microbiome studies on colitis using mouse models have been carried out, experiments with small sample sizes have encountered reproducibility limitations because of batch effects and statistical errors. In this study, dextran-sodium-sulfate-induced microbial dysbiosis index (DiMDI) was introduced as a reliable dysbiosis index that can be used to assess the state of microbial dysbiosis in DSS-induced mouse models. Meta-analysis of 189 datasets from 11 independent studies was performed to construct the DiMDI. Microbial dysbiosis biomarkers, Muribaculaceae, Alistipes, Turicibacter, and Bacteroides, were selected through four different feature selection methods and used to construct the DiMDI. This index demonstrated a high accuracy of 82.3% and showed strong robustness (88.9%) in the independent cohort. Therefore, DiMDI may be used as a standard for assessing microbial imbalance in DSS-induced mouse models and may contribute to the development of reliable colitis microbiome studies in mouse experiments.
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Affiliation(s)
- Min-Ji Kim
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea
| | - Da-Ryung Jung
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea
| | - Ji-Min Lee
- Cell & Matrix Research Institute, Kyungpook National University, Daegu 41940, Republic of Korea
| | - Ikwhan Kim
- NGS Core Facility, Kyungpook National University, Daegu 41566, Republic of Korea
| | - HyunWoo Son
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea
| | - Eun Soo Kim
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu 41944, Republic of Korea
| | - Jae-Ho Shin
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea
- NGS Core Facility, Kyungpook National University, Daegu 41566, Republic of Korea
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Arcidiacono S, Spangler JR, Litteral V, Doherty LA, Stamps B, Walper S, Goodson M, Soares JW. In Vitro Fermentation Evaluation of Engineered Sense and Respond Probiotics in Polymicrobial Communities. ACS Biomater Sci Eng 2023; 9:5176-5185. [PMID: 37642529 DOI: 10.1021/acsbiomaterials.3c00630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
Synthetic biology provides a means of engineering tailored functions into probiotic bacteria. Of particular interest is introducing microbial sense and response functions; however, techniques for testing in physiologically relevant environments, such as those for the intended use, are still lacking. Typically, engineered probiotics are developed and tested in monoculture or in simplified cocultures still within ideal environments. In vitro fermentation models using simplified microbial communities now allow us to simulate engineered organism behavior, specifically organism persistence and intended functionality, within more physiologically relevant, tailored microbial communities. Here, probiotic bacteria Escherichia coli Nissle and Lactobacillus plantarum engineered with sense and response functionalities were evaluated for the ability to persist and function without adverse impact on commensal bacteria within simplified polymicrobial communities with increasing metabolic competition that simulate gut microbe community dynamics. Probiotic abundance and plasmid stability, measured by viability qPCR, decreased for engineered E. coli Nissle relative to monocultures as metabolic competition increased; functional output was not affected. For engineered L. plantarum, abundance and plasmid stability were not adversely impacted; however, functional output was decreased universally as metabolic competition was introduced. For both organisms, adverse effects on select commensals were not evident. Testing engineered probiotics in more physiologically relevant in vitro test beds can provide critical knowledge for circuit design feedback and functional validation prior to the transition to more costly and time-consuming higher-fidelity testing in animal or human studies.
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Affiliation(s)
- Steven Arcidiacono
- Soldier Effectiveness Directorate, US Army DEVCOM Soldier Center, Natick, Massachusetts 01760, United States
| | - Joseph R Spangler
- Center for Bio/Molecular Science & Engineering, US Naval Research Laboratory, Washington, D.C.20375, United States
| | - Vaughn Litteral
- UES Inc, US Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio 45433, United States
| | - Laurel A Doherty
- Soldier Effectiveness Directorate, US Army DEVCOM Soldier Center, Natick, Massachusetts 01760, United States
| | - Blake Stamps
- 711th Human Performance Wing, US Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio 45433, United States
| | - Scott Walper
- Center for Bio/Molecular Science & Engineering, US Naval Research Laboratory, Washington, D.C.20375, United States
| | - Michael Goodson
- 711th Human Performance Wing, US Air Force Research Laboratory, Wright-Patterson Air Force Base, Ohio 45433, United States
| | - Jason W Soares
- Soldier Effectiveness Directorate, US Army DEVCOM Soldier Center, Natick, Massachusetts 01760, United States
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Jo Y, Lee G, Ahmad S, Son H, Kim MJ, Sliti A, Lee S, Kim K, Lee SE, Shin JH. The Alteration of the Gut Microbiome during Ramadan Offers a Novel Perspective on Ramadan Fasting: A Pilot Study. Microorganisms 2023; 11:2106. [PMID: 37630666 PMCID: PMC10459652 DOI: 10.3390/microorganisms11082106] [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: 07/17/2023] [Revised: 08/11/2023] [Accepted: 08/16/2023] [Indexed: 08/27/2023] Open
Abstract
An intermittent fasting regimen is widely perceived to lead to various beneficial health effects, including weight loss, the alleviation of insulin resistance, and the restructuring of a healthy gut microbiome. Because it shares certain commonalities with this dietary intervention, Ramadan fasting is sometimes misinterpreted as intermittent fasting, even though there are clear distinctions between these two regimens. The main purpose of this study is to verify whether Ramadan fasting drives the same beneficial effects as intermittent fasting by monitoring alterations in the gut microbiota. We conducted a study involving 20 Muslim individuals who were practicing Ramadan rituals and assessed the composition of their gut microbiomes during the 4-week period of Ramadan and the subsequent 8-week period post-Ramadan. Fecal microbiome analysis was conducted, and short-chain fatty acids (SCFAs) were assessed using liquid-chromatography-mass spectrometry. The observed decrease in the levels of SCFAs and beneficial bacteria during Ramadan, along with the increased microbial diversity post-Ramadan, suggests that the daily diet during Ramadan may not provide adequate nutrients to maintain robust gut microbiota. Additionally, the notable disparities in the functional genes detected through the metagenomic analysis and the strong correlation between Lactobacillus and SCFAs provide further support for our hypothesis.
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Affiliation(s)
- YoungJae Jo
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea; (Y.J.); (G.L.); (S.A.); (H.S.); (M.-J.K.); (A.S.); (S.-E.L.)
| | - GyuDae Lee
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea; (Y.J.); (G.L.); (S.A.); (H.S.); (M.-J.K.); (A.S.); (S.-E.L.)
| | - Sajjad Ahmad
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea; (Y.J.); (G.L.); (S.A.); (H.S.); (M.-J.K.); (A.S.); (S.-E.L.)
| | - HyunWoo Son
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea; (Y.J.); (G.L.); (S.A.); (H.S.); (M.-J.K.); (A.S.); (S.-E.L.)
| | - Min-Ji Kim
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea; (Y.J.); (G.L.); (S.A.); (H.S.); (M.-J.K.); (A.S.); (S.-E.L.)
| | - Amani Sliti
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea; (Y.J.); (G.L.); (S.A.); (H.S.); (M.-J.K.); (A.S.); (S.-E.L.)
| | - Seungjun Lee
- Department of Food Science and Nutrition, College of Fisheries Science, Pukyong National University, Busan 48513, Republic of Korea;
| | - Kyeongnam Kim
- Institute of Quality and Safety Evaluation of Agricultural Products, Kyungpook National University, Daegu 41566, Republic of Korea;
| | - Sung-Eun Lee
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea; (Y.J.); (G.L.); (S.A.); (H.S.); (M.-J.K.); (A.S.); (S.-E.L.)
- Department of Integrative Biology, Kyungpook National University, Daegu 41566, Republic of Korea
| | - Jae-Ho Shin
- Department of Applied Biosciences, Kyungpook National University, Daegu 41566, Republic of Korea; (Y.J.); (G.L.); (S.A.); (H.S.); (M.-J.K.); (A.S.); (S.-E.L.)
- Department of Integrative Biology, Kyungpook National University, Daegu 41566, Republic of Korea
- NGS Center, Kyungpook National University, Daegu 41566, Republic of Korea
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Presume Why Probiotics May Not Provide Protection in Inflammatory Bowel Disease through an Azoxymethane and Dextran Sodium Sulfate Murine Model. Int J Mol Sci 2022; 23:ijms23179689. [PMID: 36077084 PMCID: PMC9456426 DOI: 10.3390/ijms23179689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 08/22/2022] [Accepted: 08/24/2022] [Indexed: 11/30/2022] Open
Abstract
Recent studies have shown dysbiosis is associated with inflammatory bowel disease (IBD). However, trying to restore microbial diversity via fecal microbiota transplantation (FMT) or probiotic intervention fails to achieve clinical benefit in IBD patients. We performed a probiotic intervention on a simulated IBD murine model to clarify their relationship. IBD was simulated by the protocol of azoxymethane and dextran sodium sulfate (AOM/DSS) to set up a colitis and colitis-associated neoplasm model on BALB/c mice. A single probiotic intervention using Clostridium butyricum Miyairi (CBM) on AOM/DSS mice to clarify the role of probiotic in colitis, colitis-associated neoplasm, gut microbiota, and immune cytokines was performed. We found dysbiosis occurred in AOM/DSS mice. The CBM intervention on AOM/DSS mice failed to improve colitis and colitis-associated neoplasms but changed microbial composition and unexpectedly increased expression of proinflammatory IL-17A in rectal tissue. We hypothesized that the probiotic intervention caused dysbiosis. To clarify the result, we performed inverse FMT using feces from AOM/DSS mice to normal recipients to validate the pathogenic effect of dysbiosis from AOM/DSS mice and found mice on inverse FMT did develop colitis and colon neoplasms. We presumed the probiotic intervention to some extent caused dysbiosis as inverse FMT. The role of probiotics in IBD requires further elucidation.
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Azimirad M, Jo Y, Kim MS, Jeong M, Shahrokh S, Asadzadeh Aghdaei H, Zali MR, Lee S, Yadegar A, Shin JH. Alterations and Prediction of Functional Profiles of Gut Microbiota After Fecal Microbiota Transplantation for Iranian Recurrent Clostridioides difficile Infection with Underlying Inflammatory Bowel Disease: A Pilot Study. J Inflamm Res 2022; 15:105-116. [PMID: 35023946 PMCID: PMC8747792 DOI: 10.2147/jir.s338212] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 12/28/2021] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND AND PURPOSE Fecal microbiota transplantation (FMT) has emerged for the therapeutic treatment of recurrent Clostridioides difficile infection (rCDI) with concurrent inflammatory bowel disease (IBD). As the first Iranian population cohort, we examined how gut microbiota and their functional profiles change in Iranian rCDI patients with underlying IBD before and after FMT. PATIENTS AND METHODS FMT was performed to eight IBD patients via colonoscopy. Profiles of gut microbiota from donors and recipients were investigated using 16S rRNA gene sequence analysis. RESULTS Patients experienced no IBD flare-ups or other adverse effects, and all recovered to full health. Moreover, all rCDI patients lacked the Bacteroidetes present in donor samples. After FMT, the proportion of Bacteroidetes increased until a normal range was achieved. More specifically, the relative abundance of Prevotella was found to increase significantly following FMT. Prevotella was also found to correlate negatively with inflammation metrics, suggesting that Prevotella may be a key factor for resolving CDI and IBD. Gut microbiota diversity was found to increase following FMT, while dysbiosis decreased. However, the similarity of microbial communities of host and recipients did not increase, and wide variation in the extent of donor stool engraftment indicated that the gut bacterial communities of recipients do not shift towards those of donors. CONCLUSION FMT leads to significant alterations of the community structure of gut bacteria in rCDI patients with IBD. The change in relative abundance of Proteobacteria and bacterial diversity indicated that FMT promotes recovery from intestinal permeability and inflammation in rCDI patients. Moreover, strong negative correlation between Prevotella and inflammation index, and decreased dysbiosis index advocate that the improvement of CDI is possibly due to gut microbiome alteration. Collectively, our findings show that FMT would be a promising therapy to help reprogram the gut microbiome of Iranian rCDI patients with IBD.
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Affiliation(s)
- Masoumeh Azimirad
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - YoungJae Jo
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Min-Sueng Kim
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Minsoo Jeong
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea
| | - Shabnam Shahrokh
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamid Asadzadeh Aghdaei
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Reza Zali
- Gastroenterology and Liver Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seungjun Lee
- Department of Food Science and Nutrition, College of Fisheries Science, Pukyong National University, Busan, Republic of Korea
| | - Abbas Yadegar
- Foodborne and Waterborne Diseases Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Jae-Ho Shin
- Department of Applied Biosciences, Kyungpook National University, Daegu, 41566, Republic of Korea
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