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Schoonakker MP, van Peet PG, van den Burg EL, Numans ME, Ducarmon QR, Pijl H, Wiese M. Impact of dietary carbohydrate, fat or protein restriction on the human gut microbiome: a systematic review. Nutr Res Rev 2024:1-18. [PMID: 38602133 DOI: 10.1017/s0954422424000131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
Restriction of dietary carbohydrates, fat and/or protein is often used to reduce body weight and/or treat (metabolic) diseases. Since diet is a key modulator of the human gut microbiome, which plays an important role in health and disease, this review aims to provide an overview of current knowledge of the effects of macronutrient-restricted diets on gut microbial composition and metabolites. A structured search strategy was performed in several databases. After screening for inclusion and exclusion criteria, thirty-six articles could be included. Data are included in the results only when supported by at least three independent studies to enhance the reliability of our conclusions. Low-carbohydrate (<30 energy%) diets tended to induce a decrease in the relative abundance of several health-promoting bacteria, including Bifidobacterium, as well as a reduction in short-chain fatty acid (SCFA) levels in faeces. In contrast, low-fat diets (<30 energy%) increased alpha diversity, faecal SCFA levels and abundance of some beneficial bacteria, including Faecalibacterium prausnitzii. There were insufficient data to draw conclusions concerning the effects of low-protein (<10 energy%) diets on gut microbiota. Although the data of included studies unveil possible benefits of low-fat and potential drawbacks of low-carbohydrate diets for human gut microbiota, the diversity in study designs made it difficult to draw firm conclusions. Using a more uniform methodology in design, sample processing and sharing raw sequence data could foster our understanding of the effects of macronutrient restriction on gut microbiota composition and metabolic dynamics relevant to health. This systematic review was registered at https://www.crd.york.ac.uk/prospero as CRD42020156929.
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Affiliation(s)
- Marjolein P Schoonakker
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
| | - Petra G van Peet
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
| | - Elske L van den Burg
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
| | - Mattijs E Numans
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
| | - Quinten R Ducarmon
- Department of Medical Microbiology, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
| | - Hanno Pijl
- Department of Public Health and Primary Care, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
- Department of Internal Medicine, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
| | - Maria Wiese
- Department of Medical Microbiology, Leiden University Medical Centre (LUMC), Leiden, The Netherlands
- Microbiology and Systems Biology, The Netherlands Organization for Applied Scientific Research (TNO), Leiden, The Netherlands
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2
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Kase BE, Liese AD, Zhang J, Murphy EA, Zhao L, Steck SE. The Development and Evaluation of a Literature-Based Dietary Index for Gut Microbiota. Nutrients 2024; 16:1045. [PMID: 38613077 PMCID: PMC11013161 DOI: 10.3390/nu16071045] [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: 01/31/2024] [Revised: 03/26/2024] [Accepted: 03/29/2024] [Indexed: 04/14/2024] Open
Abstract
The aim of the study was to develop and evaluate a novel dietary index for gut microbiota (DI-GM) that captures dietary composition related to gut microbiota profiles. We conducted a literature review of longitudinal studies on the association of diet with gut microbiota in adult populations and extracted those dietary components with evidence of beneficial or unfavorable effects. Dietary recall data from the National Health and Nutrition Examination Survey (NHANES, 2005-2010, n = 3812) were used to compute the DI-GM, and associations with biomarkers of gut microbiota diversity (urinary enterodiol and enterolactone) were examined using linear regression. From a review of 106 articles, 14 foods or nutrients were identified as components of the DI-GM, including fermented dairy, chickpeas, soybean, whole grains, fiber, cranberries, avocados, broccoli, coffee, and green tea as beneficial components, and red meat, processed meat, refined grains, and high-fat diet (≥40% of energy from fat) as unfavorable components. Each component was scored 0 or 1 based on sex-specific median intakes, and scores were summed to develop the overall DI-GM score. In the NHANES, DI-GM scores ranged from 0-13 with a mean of 4.8 (SE = 0.04). Positive associations between DI-GM and urinary enterodiol and enterolactone were observed. The association of the novel DI-GM with markers of gut microbiota diversity demonstrates the potential utility of this index for gut health-related studies.
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Affiliation(s)
- Bezawit E. Kase
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Discovery 1, 915 Greene Street, Columbia, SC 29208, USA; (B.E.K.)
| | - Angela D. Liese
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Discovery 1, 915 Greene Street, Columbia, SC 29208, USA; (B.E.K.)
| | - Jiajia Zhang
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Discovery 1, 915 Greene Street, Columbia, SC 29208, USA; (B.E.K.)
| | - Elizabeth Angela Murphy
- Department of Pathology, Microbiology and Immunology, School of Medicine Columbia, University of South Carolina, Columbia, SC 29208, USA
| | - Longgang Zhao
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Discovery 1, 915 Greene Street, Columbia, SC 29208, USA; (B.E.K.)
| | - Susan E. Steck
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Discovery 1, 915 Greene Street, Columbia, SC 29208, USA; (B.E.K.)
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Sastre M, Cimbalo A, Mañes J, Manyes L. Gut Microbiota and Nutrition: Strategies for the Prevention and Treatment of Type 2 Diabetes. J Med Food 2024; 27:97-109. [PMID: 38381517 DOI: 10.1089/jmf.2022.0154] [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] [Indexed: 02/22/2024] Open
Abstract
The prevalence of diabetes has increased in last decades worldwide and is expected to continue to do so in the coming years, reaching alarming figures. Evidence have shown that patients with type 2 diabetes (T2D) have intestinal microbial dysbiosis. Moreover, several mechanisms link the microbiota with the appearance of insulin resistance and diabetes. Diet is a crucial factor related to changes in the composition, diversity, and activity of gut microbiota (GM). In this review, the current and future possibilities of nutrient-GM interactions as a strategy to alleviate T2D are discussed, as well as the mechanisms related to decreased low-grade inflammation and insulin resistance. A bibliographic search of clinical trials in Pubmed, Web of Science, and Scopus was carried out, using the terms "gut microbiota, diet and diabetes." The data analyzed in this review support the idea that dietary interventions targeting changes in the microbiota, including the use of prebiotics and probiotics, can improve glycemic parameters. However, these strategies should be individualized taking into account other internal and external factors. Advances in the understanding of the role of the microbiota in the development of metabolic diseases such as T2D, and its translation into a therapeutic approach for the management of diabetes, are necessary to allow a comprehensive approach.
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Affiliation(s)
- Maria Sastre
- Laboratory of Food Chemistry and Toxicology, University of Valencia, Valencia, Spain
| | - Alessandra Cimbalo
- Laboratory of Food Chemistry and Toxicology, University of Valencia, Valencia, Spain
| | - Jordi Mañes
- Laboratory of Food Chemistry and Toxicology, University of Valencia, Valencia, Spain
| | - Lara Manyes
- Laboratory of Food Chemistry and Toxicology, University of Valencia, Valencia, Spain
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Kim WJ, Ryu R, Doo EH, Choi Y, Kim K, Kim BK, Kim H, Kim M, Huh CS. Supplementation with the Probiotic Strains Bifidobacterium longum and Lactiplantibacillus rhamnosus Alleviates Glucose Intolerance by Restoring the IL-22 Response and Pancreatic Beta Cell Dysfunction in Type 2 Diabetic Mice. Probiotics Antimicrob Proteins 2023:10.1007/s12602-023-10156-5. [PMID: 37804432 DOI: 10.1007/s12602-023-10156-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/11/2023] [Indexed: 10/09/2023]
Abstract
Type 2 diabetes (T2D) is known as adult-onset diabetes, but recently, T2D has increased in the number of younger people, becoming a major clinical burden in human society. The objective of this study was to determine the effects of Bifidobacterium and Lactiplantibacillus strains derived from the feces of 20 healthy humans on T2D development and to understand the mechanism underlying any positive effects of probiotics. We found that Bifidobacterium longum NBM7-1 (Chong Kun Dang strain 1; CKD1) and Lactiplantibacillus rhamnosus NBM17-4 (Chong Kun Dang strain 2; CKD2) isolated from the feces of healthy Korean adults (n = 20) have anti-diabetic effects based on the insulin sensitivity. During the oral gavage for 8 weeks, T2D mice were supplemented with anti-diabetic drugs (1.0-10 mg/kg body weight) to four positive and negative control groups or four probiotics (200 uL; 1 × 109 CFU/mL) to groups separately or combined to the four treatment groups (n = 6 per group). While acknowledging the relatively small sample size, this study provides valuable insights into the potential benefits of B. longum NBM7-1 and L. rhamnosus NBM17-4 in mitigating T2D development. The animal gene expression was assessed using a qRT-PCR, and metabolic parameters were assessed using an ELISA assay. We demonstrated that B. longum NBM7-1 in the CKD1 group and L. rhamnosus NBM17-4 in the CKD2 group alleviate T2D development through the upregulation of IL-22, which enhances insulin sensitivity and pancreatic functions while reducing liver steatosis. These findings suggest that B. longum NBM7-1 and L. rhamnosus NBM17-4 could be the candidate probiotics for the therapeutic treatments of T2D patients as well as the prevention of type 2 diabetes.
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Affiliation(s)
- Won Jun Kim
- Department of Agricultural Biotechnology, College of Agriculture Sciences, Seoul National University, Seoul, South Korea
| | - Ri Ryu
- Institute of Green-Bio Science & Technology, Seoul National University, Pyeongchang, South Korea
| | - Eun-Hee Doo
- Institute of Green-Bio Science & Technology, Seoul National University, Pyeongchang, South Korea
- Department of Yuhan Biotechnology, School of Bio-Health Sciences, Yuhan University, Bucheon, 14780, South Korea
| | - Yukyung Choi
- Research Institute, Chong Kun Dang Bio Co. Ltd, Ansan, South Korea
| | - Kyunghwan Kim
- Research Institute, Chong Kun Dang Bio Co. Ltd, Ansan, South Korea
| | - Byoung Kook Kim
- Research Institute, Chong Kun Dang Bio Co. Ltd, Ansan, South Korea
| | - Heebal Kim
- Department of Agricultural Biotechnology, College of Agriculture Sciences, Seoul National University, Seoul, South Korea
- Department of Animal Science and Biotechnology, Seoul National University, Seoul, South Korea
| | - Myunghoo Kim
- Department of Animal Science, Pusan National University, Miryang, South Korea.
| | - Chul Sung Huh
- Institute of Green-Bio Science & Technology, Seoul National University, Pyeongchang, South Korea.
- Graduate School of International Agricultural Technology, Seoul National University, Pyeongchang, South Korea.
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Widjaja F, Rietjens IMCM. From-Toilet-to-Freezer: A Review on Requirements for an Automatic Protocol to Collect and Store Human Fecal Samples for Research Purposes. Biomedicines 2023; 11:2658. [PMID: 37893032 PMCID: PMC10603957 DOI: 10.3390/biomedicines11102658] [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: 09/04/2023] [Revised: 09/22/2023] [Accepted: 09/24/2023] [Indexed: 10/29/2023] Open
Abstract
The composition, viability and metabolic functionality of intestinal microbiota play an important role in human health and disease. Studies on intestinal microbiota are often based on fecal samples, because these can be sampled in a non-invasive way, although procedures for sampling, processing and storage vary. This review presents factors to consider when developing an automated protocol for sampling, processing and storing fecal samples: donor inclusion criteria, urine-feces separation in smart toilets, homogenization, aliquoting, usage or type of buffer to dissolve and store fecal material, temperature and time for processing and storage and quality control. The lack of standardization and low-throughput of state-of-the-art fecal collection procedures promote a more automated protocol. Based on this review, an automated protocol is proposed. Fecal samples should be collected and immediately processed under anaerobic conditions at either room temperature (RT) for a maximum of 4 h or at 4 °C for no more than 24 h. Upon homogenization, preferably in the absence of added solvent to allow addition of a buffer of choice at a later stage, aliquots obtained should be stored at either -20 °C for up to a few months or -80 °C for a longer period-up to 2 years. Protocols for quality control should characterize microbial composition and viability as well as metabolic functionality.
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Affiliation(s)
- Frances Widjaja
- Division of Toxicology, Wageningen University & Research, 6708 WE Wageningen, The Netherlands;
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Siptroth J, Moskalenko O, Krumbiegel C, Ackermann J, Koch I, Pospisil H. Variation of butyrate production in the gut microbiome in type 2 diabetes patients. INTERNATIONAL MICROBIOLOGY : THE OFFICIAL JOURNAL OF THE SPANISH SOCIETY FOR MICROBIOLOGY 2023:10.1007/s10123-023-00324-6. [PMID: 36780038 PMCID: PMC10397123 DOI: 10.1007/s10123-023-00324-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 12/22/2022] [Accepted: 01/04/2023] [Indexed: 02/14/2023]
Abstract
BACKGROUND Diabetes mellitus type 2 is a common disease that poses a challenge to the healthcare system. The disease is very often diagnosed late. A better understanding of the relationship between the gut microbiome and type 2 diabetes can support early detection and form an approach for therapies. Microbiome analysis offers a potential opportunity to find markers for this disease. Next-generation sequencing methods can be used to identify the bacteria present in the stool sample and to generate a microbiome profile through an analysis pipeline. Statistical analysis, e.g., using Student's t-test, allows the identification of significant differences. The investigations are not only focused on single bacteria, but on the determination of a comprehensive profile. Also, the consideration of the functional microbiome is included in the analyses. The dataset is not from a clinical survey, but very extensive. RESULTS By examining 946 microbiome profiles of diabetes mellitus type 2 sufferers (272) and healthy control persons (674), a large number of significant genera (25) are revealed. It is possible to identify a large profile for type 2 diabetes disease. Furthermore, it is shown that the diversity of bacteria per taxonomic level in the group of persons with diabetes mellitus type 2 is significantly reduced compared to a healthy control group. In addition, six pathways are determined to be significant for type 2 diabetes describing the fermentation to butyrate. These parameters tend to have high potential for disease detection. CONCLUSIONS With this investigation of the gut microbiome of persons with diabetes type 2 disease, we present significant bacteria and pathways characteristic of this disease.
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Affiliation(s)
- Julienne Siptroth
- High Performance Computing in Life Sciences, Technical University of Applied Sciences Wildau, Wildau, Germany.
| | - Olga Moskalenko
- BIOMES NGS GmbH, Schwartzkopffstraße 1, 15745, Wildau, Germany
| | | | - Jörg Ackermann
- Department of Molecular Bioinformatics, Institute of Computer Science, Goethe University Frankfurt, 60325, Frankfurt am Main, Germany
| | - Ina Koch
- Department of Molecular Bioinformatics, Institute of Computer Science, Goethe University Frankfurt, 60325, Frankfurt am Main, Germany
| | - Heike Pospisil
- High Performance Computing in Life Sciences, Technical University of Applied Sciences Wildau, Wildau, Germany
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Bock PM, Martins AF, Ramalho R, Telo GH, Leivas G, Maraschin CK, Schaan BD. The impact of dietary, surgical, and pharmacological interventions on gut microbiota in individuals with diabetes mellitus: A systematic review. Diabetes Res Clin Pract 2022; 189:109944. [PMID: 35697155 DOI: 10.1016/j.diabres.2022.109944] [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: 01/18/2022] [Revised: 05/09/2022] [Accepted: 06/06/2022] [Indexed: 11/03/2022]
Abstract
AIMS To conduct a systematic review assessing the association between dietary, surgical, and pharmacological interventions and changes in the gut microbiota of individuals with diabetes. METHODS The MEDLINE, EMBASE, and Cochrane Library databases were searched focusing on the effects of dietary, bariatric surgery, and pharmacological interventions on gut microbiota in adults with diabetes. Studies were classified based on qualitative changes using a simple vote-counting method, evaluating reduction, no effect, or an increase in the gut microbiota outcomes. RESULTS 6,004 studies were retained to review their titles and abstracts. A total of 149 full-text articles were reassessed, of which 49 were included in the final analysis. This review indicates that dietary, surgical, and pharmacological interventions increase or decrease bacterial populations from more than 60 families, genera, or species. In general, the interventions led to an increase in the bacterial population from phylum Firmicutes, mainly Lactobacillus species, compared to the gram-negative bacterial population from phylum Bacteroidetes. CONCLUSIONS The results of the included studies suggest that interventions aimed at reducing species related to uncontrolled diabetes and increasing species related to the healthy gut are potential adjuvants in treating diabetes; however, well-conducted interventional studies targeting gut microbiota are necessary.
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Affiliation(s)
- Patricia M Bock
- Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Department of Internal Medicine, Graduate Program in Medical Sciences: Endocrinology, Porto Alegre, Brazil; Faculdades Integradas de Taquara, Taquara, Brazil; National Institute of Science and Technology for Health Technology Assessment (IATS) - CNPq/Brazil, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil.
| | - Andreza F Martins
- Universidade Federal do Rio Grande do Sul, Department of Microbiology, Immunology, and Parasitology, Porto Alegre, Brazil
| | - Rafaela Ramalho
- Universidade Federal do Rio Grande do Sul, Department of Microbiology, Immunology, and Parasitology, Porto Alegre, Brazil
| | - Gabriela H Telo
- Pontifícia Universidade Católica do Rio Grande do Sul, School of Medicine, Internal Medicine Division, Porto Alegre, Brazil
| | - Gabriel Leivas
- Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Department of Internal Medicine, Graduate Program in Medical Sciences: Endocrinology, Porto Alegre, Brazil
| | - Clara K Maraschin
- Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Department of Internal Medicine, Graduate Program in Medical Sciences: Endocrinology, Porto Alegre, Brazil
| | - Beatriz D Schaan
- Universidade Federal do Rio Grande do Sul, Faculty of Medicine, Department of Internal Medicine, Graduate Program in Medical Sciences: Endocrinology, Porto Alegre, Brazil; National Institute of Science and Technology for Health Technology Assessment (IATS) - CNPq/Brazil, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil; Endocrine Division, Hospital de Clínicas de Porto Alegre, Porto Alegre, Brazil
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8
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Wagenaar CA, van de Put M, Bisschops M, Walrabenstein W, de Jonge CS, Herrema H, van Schaardenburg D. The Effect of Dietary Interventions on Chronic Inflammatory Diseases in Relation to the Microbiome: A Systematic Review. Nutrients 2021; 13:nu13093208. [PMID: 34579085 PMCID: PMC8464906 DOI: 10.3390/nu13093208] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/03/2021] [Accepted: 09/07/2021] [Indexed: 12/29/2022] Open
Abstract
Chronic inflammation plays a central role in the pathophysiology of various non-communicable diseases. Dietary interventions can reduce inflammation, in part due to their effect on the gut microbiome. This systematic review aims to determine the effect of dietary interventions, specifically fiber intake, on chronic inflammatory diseases and the microbiome. It aims to form hypotheses on the potential mediating effects of the microbiome on disease outcomes after dietary changes. Included were clinical trials which performed a dietary intervention with a whole diet change or fiber supplement (>5 g/day) and investigated the gut microbiome in patients diagnosed with chronic inflammatory diseases such as cardiovascular disease (CVD), type 2 diabetes (T2DM), and autoimmune diseases (e.g., rheumatoid arthritis (RA), inflammatory bowel disease (IBD)). The 30 articles which met the inclusion criteria had an overall moderate to high risk of bias and were too heterogeneous to perform a meta-analysis. Dietary interventions were stratified based on fiber intake: low fiber, high fiber, and supplemental fiber. Overall, but most pronounced in patients with T2DM, high-fiber plant-based dietary interventions were consistently more effective at reducing disease-specific outcomes and pathogenic bacteria, as well as increasing microbiome alpha diversity and short-chain fatty acid (SCFA)-producing bacteria, compared to other diets and fiber supplements.
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Affiliation(s)
- Carlijn A. Wagenaar
- Amsterdam Rheumatology and Immunology Center, Reade, 1056 AB Amsterdam, The Netherlands; (M.v.d.P.); (M.B.); (W.W.); (D.v.S.)
- Amsterdam UMC, Amsterdam Medical Center, 1105 AZ Amsterdam, The Netherlands
- Correspondence:
| | - Marieke van de Put
- Amsterdam Rheumatology and Immunology Center, Reade, 1056 AB Amsterdam, The Netherlands; (M.v.d.P.); (M.B.); (W.W.); (D.v.S.)
| | - Michelle Bisschops
- Amsterdam Rheumatology and Immunology Center, Reade, 1056 AB Amsterdam, The Netherlands; (M.v.d.P.); (M.B.); (W.W.); (D.v.S.)
| | - Wendy Walrabenstein
- Amsterdam Rheumatology and Immunology Center, Reade, 1056 AB Amsterdam, The Netherlands; (M.v.d.P.); (M.B.); (W.W.); (D.v.S.)
- Amsterdam UMC, Amsterdam Medical Center, 1105 AZ Amsterdam, The Netherlands
| | - Catharina S. de Jonge
- Department of Radiology and Nuclear Medicine, Amsterdam Gastroenterology Endocrinology Metabolism, Amsterdam UMC, University of Amsterdam, 1105 AZ Amsterdam, The Netherlands;
| | - Hilde Herrema
- Department of Experimental Vascular Medicine, Amsterdam University Medical Centers (UMC), Academic Medical Center, 1105 AZ Amsterdam, The Netherlands;
| | - Dirkjan van Schaardenburg
- Amsterdam Rheumatology and Immunology Center, Reade, 1056 AB Amsterdam, The Netherlands; (M.v.d.P.); (M.B.); (W.W.); (D.v.S.)
- Amsterdam UMC, Amsterdam Medical Center, 1105 AZ Amsterdam, The Netherlands
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9
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Lin YT, Lin TY, Hung SC, Liu PY, Hung WC, Tsai WC, Tsai YC, Delicano RA, Chuang YS, Kuo MC, Chiu YW, Wu PH. Differences in the Microbial Composition of Hemodialysis Patients Treated with and without β-Blockers. J Pers Med 2021; 11:jpm11030198. [PMID: 33809103 PMCID: PMC8002078 DOI: 10.3390/jpm11030198] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Revised: 02/21/2021] [Accepted: 03/06/2021] [Indexed: 12/23/2022] Open
Abstract
β-blockers are commonly prescribed to treat cardiovascular disease in hemodialysis patients. Beyond the pharmacological effects, β-blockers have potential impacts on gut microbiota, but no study has investigated the effect in hemodialysis patients. Hence, we aim to investigate the gut microbiota composition difference between β-blocker users and nonusers in hemodialysis patients. Fecal samples collected from hemodialysis patients (83 β-blocker users and 110 nonusers) were determined by 16S ribosomal RNA amplification sequencing. Propensity score (PS) matching was performed to control confounders. The microbial composition differences were analyzed by the linear discriminant analysis effect size, random forest, and zero-inflated Gaussian fit model. The α-diversity (Simpson index) was greater in β-blocker users with a distinct β-diversity (Bray-Curtis Index) compared to nonusers in both full and PS-matched cohorts. There was a significant enrichment in the genus Flavonifractor in β-blocker users compared to nonusers in full and PS-matched cohorts. A similar finding was demonstrated in random forest analysis. In conclusion, hemodialysis patients using β-blockers had a different gut microbiota composition compared to nonusers. In particular, the Flavonifractor genus was increased with β-blocker treatment. Our findings highlight the impact of β-blockers on the gut microbiota in hemodialysis patients.
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Affiliation(s)
- Yi-Ting Lin
- Department of Family Medicine, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan; (Y.-T.L.); (Y.-S.C.)
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; (Y.-C.T.); (M.-C.K.); (Y.-W.C.)
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Ting-Yun Lin
- Division of Nephrology, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City 23142, Taiwan; (T.-Y.L.); (S.-C.H.)
- School of Medicine, Tzu Chi University, Hualien 97071, Taiwan
| | - Szu-Chun Hung
- Division of Nephrology, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City 23142, Taiwan; (T.-Y.L.); (S.-C.H.)
- School of Medicine, Tzu Chi University, Hualien 97071, Taiwan
| | - Po-Yu Liu
- Department of Internal Medicine, College of Medicine, National Taiwan University, Taipei 100225, Taiwan;
| | - Wei-Chun Hung
- Department of Microbiology and Immunology, Kaohsiung Medical University, Kaohsiung 80708, Taiwan;
| | - Wei-Chung Tsai
- Division of Cardiology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan;
| | - Yi-Chun Tsai
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; (Y.-C.T.); (M.-C.K.); (Y.-W.C.)
- Division of General Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Faculty of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | | | - Yun-Shiuan Chuang
- Department of Family Medicine, Kaohsiung Medical University Hospital, Kaohsiung 80708, Taiwan; (Y.-T.L.); (Y.-S.C.)
| | - Mei-Chuan Kuo
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; (Y.-C.T.); (M.-C.K.); (Y.-W.C.)
- Faculty of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Yi-Wen Chiu
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; (Y.-C.T.); (M.-C.K.); (Y.-W.C.)
- Faculty of Renal Care, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Ping-Hsun Wu
- Faculty of Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan; (Y.-C.T.); (M.-C.K.); (Y.-W.C.)
- Graduate Institute of Clinical Medicine, College of Medicine, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Division of Nephrology, Department of Internal Medicine, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Correspondence: ; Tel.: +886-7-3121101
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