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Sánchez MC, Herráiz A, Tigre S, Llama-Palacios A, Hernández M, Ciudad MJ, Collado L. Evidence of the Beneficial Impact of Three Probiotic-Based Food Supplements on the Composition and Metabolic Activity of the Intestinal Microbiota in Healthy Individuals: An Ex Vivo Study. Nutrients 2023; 15:5077. [PMID: 38140334 PMCID: PMC10745619 DOI: 10.3390/nu15245077] [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: 10/31/2023] [Revised: 11/21/2023] [Accepted: 12/07/2023] [Indexed: 12/24/2023] Open
Abstract
Scientific evidence has increasingly supported the beneficial effects of probiotic-based food supplements on human intestinal health. This ex vivo study investigated the effects on the composition and metabolic activity of the intestinal microbiota of three probiotic-based food supplements, containing, respectively, (1) Bifidobacterium longum ES1, (2) Lactobacillus acidophilus NCFM®, and (3) a combination of L. acidophilus NCFM®, Lactobacillus paracasei Lpc-37™, Bifidobacterium lactis Bi-07™, and Bifidobacterium lactis Bl-04™. This study employed fecal samples from six healthy donors, inoculated in a Colon-on-a-plate® system. After 48 h of exposure or non-exposure to the food supplements, the effects were measured on the overall microbial fermentation (pH), changes in microbial metabolic activity through the production of short-chain and branched-chain fatty acids (SCFAs and BCFAs), ammonium, lactate, and microbial composition. The strongest effect on the fermentation process was observed for the combined formulation probiotics, characterized by the significant stimulation of butyrate production, a significant reduction in BCFAs and ammonium in all donors, and a significant stimulatory effect on bifidobacteria and lactobacilli growth. Our findings suggest that the combined formulation probiotics significantly impact the intestinal microbiome of the healthy individuals, showing changes in metabolic activity and microbial abundance as the health benefit endpoint.
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Affiliation(s)
- María Carmen Sánchez
- Department of Medicine, Faculty of Medicine, University Complutense, 28040 Madrid, Spain; (M.C.S.); (A.H.); (S.T.); (A.L.-P.); (L.C.)
- GINTRAMIS Research Group (Translational Research Group on Microbiota and Health), Faculty of Medicine, University Complutense, 28040 Madrid, Spain
| | - Ana Herráiz
- Department of Medicine, Faculty of Medicine, University Complutense, 28040 Madrid, Spain; (M.C.S.); (A.H.); (S.T.); (A.L.-P.); (L.C.)
| | - Sindy Tigre
- Department of Medicine, Faculty of Medicine, University Complutense, 28040 Madrid, Spain; (M.C.S.); (A.H.); (S.T.); (A.L.-P.); (L.C.)
| | - Arancha Llama-Palacios
- Department of Medicine, Faculty of Medicine, University Complutense, 28040 Madrid, Spain; (M.C.S.); (A.H.); (S.T.); (A.L.-P.); (L.C.)
- GINTRAMIS Research Group (Translational Research Group on Microbiota and Health), Faculty of Medicine, University Complutense, 28040 Madrid, Spain
| | | | - María José Ciudad
- Department of Medicine, Faculty of Medicine, University Complutense, 28040 Madrid, Spain; (M.C.S.); (A.H.); (S.T.); (A.L.-P.); (L.C.)
- GINTRAMIS Research Group (Translational Research Group on Microbiota and Health), Faculty of Medicine, University Complutense, 28040 Madrid, Spain
| | - Luis Collado
- Department of Medicine, Faculty of Medicine, University Complutense, 28040 Madrid, Spain; (M.C.S.); (A.H.); (S.T.); (A.L.-P.); (L.C.)
- GINTRAMIS Research Group (Translational Research Group on Microbiota and Health), Faculty of Medicine, University Complutense, 28040 Madrid, Spain
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Lin YC, Lin HF, Wu CC, Chen CL, Ni YH. Pathogenic effects of Desulfovibrio in the gut on fatty liver in diet-induced obese mice and children with obesity. J Gastroenterol 2022; 57:913-925. [PMID: 35976494 DOI: 10.1007/s00535-022-01909-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 07/24/2022] [Indexed: 02/06/2023]
Abstract
BACKGROUND Although we know the key role of gut dysbiosis in nonalcoholic fatty liver disease (NAFLD), it remains unclear what microbe(s) are responsible. This study aims to identify the microbes that cause NAFLD. METHODS C57BL/6JNarl male mice fed a high-fat diet (HFD) were orally administered Lactobacillus reuteri (L. reuteri) or Lactobacillus rhamnosus GG plus Bifidobacterium animalis subsp. lactis BB12 (LGG plus BB12). Their fecal microbiomes identified by 16S rRNA sequencing were correlated with the severity of fatty liver. We then used a human cohort to confirm the role of the microbe(s). The HFD-fed mice were administrated with the identified bacterium, Desulfovibrio. The histopathological changes in the liver and ileum were analyzed. RESULTS Lactobacillus and Bifidobacterium improved hepatic steatosis and fibrosis in HFD-fed mice, which was related to the decreased abundance of Desulfovibrio in feces. Further human study confirmed the amount of D. piger in the fecal microbiota of obese children with NAFLD was increased. We then administered D. piger and found aggravated hepatic steatosis and fibrosis in HFD-fed mice. Hepatic expression of CD36 was significantly increased in HFD-fed mice gavaged with D. piger. In HepG2 cells, overexpression of CD36 increased lipid droplets, whereas knockdown of CD36 decreased lipid droplets. HFD-fed mice gavaged with D. piger had a decrease in the villus length, crypt depth, and zonula occludens-1 density in the ileum tissue. CONCLUSIONS Our findings provide novel insights into the role of Desulfovibrio dysregulation in NAFLD. Modulation of Desulfovibrio may be a potential target for the treatment of NAFLD.
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Affiliation(s)
- Yu-Cheng Lin
- Department of Pediatrics, Far Eastern Memorial Hospital, New Taipei City, Taiwan.,Asia Eastern University of Science and Technology, New Taipei City, Taiwan
| | - Hsueh-Fang Lin
- Department of Pediatrics, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Chi-Chien Wu
- Department of Pediatrics, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Chun-Liang Chen
- Department of Pediatrics, Far Eastern Memorial Hospital, New Taipei City, Taiwan
| | - Yen-Hsuan Ni
- Departments of Pediatrics, College of Medicine, National Taiwan University, No.8, Chung Shan S. Rd., Taipei City, 10002, Taiwan.
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Exploring the Impact of Food on the Gut Ecosystem Based on the Combination of Machine Learning and Network Visualization. Nutrients 2017; 9:nu9121307. [PMID: 29194366 PMCID: PMC5748757 DOI: 10.3390/nu9121307] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2017] [Revised: 11/13/2017] [Accepted: 11/15/2017] [Indexed: 02/03/2023] Open
Abstract
Prebiotics and probiotics strongly impact the gut ecosystem by changing the composition and/or metabolism of the microbiota to improve the health of the host. However, the composition of the microbiota constantly changes due to the intake of daily diet. This shift in the microbiota composition has a considerable impact; however, non-pre/probiotic foods that have a low impact are ignored because of the lack of a highly sensitive evaluation method. We performed comprehensive acquisition of data using existing measurements (nuclear magnetic resonance, next-generation DNA sequencing, and inductively coupled plasma-optical emission spectroscopy) and analyses based on a combination of machine learning and network visualization, which extracted important factors by the Random Forest approach, and applied these factors to a network module. We used two pteridophytes, Pteridium aquilinum and Matteuccia struthiopteris, for the representative daily diet. This novel analytical method could detect the impact of a small but significant shift associated with Matteuccia struthiopteris but not Pteridium aquilinum intake, using the functional network module. In this study, we proposed a novel method that is useful to explore a new valuable food to improve the health of the host as pre/probiotics.
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Boudry G, Hamilton MK, Chichlowski M, Wickramasinghe S, Barile D, Kalanetra KM, Mills DA, Raybould HE. Bovine milk oligosaccharides decrease gut permeability and improve inflammation and microbial dysbiosis in diet-induced obese mice. J Dairy Sci 2017; 100:2471-2481. [PMID: 28131576 DOI: 10.3168/jds.2016-11890] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2016] [Accepted: 11/28/2016] [Indexed: 12/20/2022]
Abstract
Obesity is characterized by altered gut homeostasis, including dysbiosis and increased gut permeability closely linked to the development of metabolic disorders. Milk oligosaccharides are complex sugars that selectively enhance the growth of specific beneficial bacteria in the gastrointestinal tract and could be used as prebiotics. The aim of the study was to demonstrate the effects of bovine milk oligosaccharides (BMO) and Bifidobacterium longum ssp. infantis (B. infantis) on restoring diet-induced obesity intestinal microbiota and barrier function defects in mice. Male C57/BL6 mice were fed a Western diet (WD, 40% fat/kcal) or normal chow (C, 14% fat/kcal) for 7 wk. During the final 2 wk of the study, the diet of a subgroup of WD-fed mice was supplemented with BMO (7% wt/wt). Weekly gavage of B. infantis was performed in all mice starting at wk 3, yet B. infantis could not be detected in any luminal contents when mice were killed. Supplementation of the WD with BMO normalized the cecal and colonic microbiota with increased abundance of Lactobacillus compared with both WD and C mice and restoration of Allobaculum and Ruminococcus levels to that of C mice. The BMO supplementation reduced WD-induced increase in paracellular and transcellular flux in the large intestine as well as mRNA levels of the inflammatory marker tumor necrosis factor α. In conclusion, BMO are promising prebiotics to modulate gut microbiota and intestinal barrier function for enhanced health.
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Affiliation(s)
- Gaëlle Boudry
- INRA UR1341 Alimentation, Adaptations Digestives, Nerveuses et Comportementales, Saint-Gilles, France F-35590.
| | - M Kristina Hamilton
- Department of Anatomy, Physiology and Cell Biology, School of Veterinary Medicine, University of California, Davis 95616
| | - Maciej Chichlowski
- Department of Food Science and Technology, University of California, Davis 95616
| | | | - Daniela Barile
- Department of Food Science and Technology, University of California, Davis 95616; Foods for Health Institute, University of California, Davis 95616
| | - Karen M Kalanetra
- Department of Food Science and Technology, University of California, Davis 95616; Foods for Health Institute, University of California, Davis 95616
| | - David A Mills
- Department of Food Science and Technology, University of California, Davis 95616; Foods for Health Institute, University of California, Davis 95616
| | - Helen E Raybould
- Department of Anatomy, Physiology and Cell Biology, School of Veterinary Medicine, University of California, Davis 95616; Foods for Health Institute, University of California, Davis 95616
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Stefanis C, Mantzourani I, Plessas S, Alexopoulos A, Galanis A, Bezirtzoglou E, Kandylis P, Varzakas T. Reviewing Classical and Molecular Techniques Regarding Profiling of Probiotic Character of Microorganisms. CURRENT RESEARCH IN NUTRITION AND FOOD SCIENCE 2016. [DOI: 10.12944/crnfsj.4.1.05] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
In recent years the roles of probiotics as functional ingredients in food has been highly adopted by the consumers and are under constant investigation by the scientific community. As a result, several probiotic-containing foods have been introduced in the market with an annual share of several billion dollars. Of particular interest in the probiotics research is the profiling of probiotic character of the microbes involving both in vitro and in vivo approaches. Initially traditional microbiological techniques were used; however they suffer by many limitations and therefore the development of new techniques, which are primarily based on the analysis of nucleic acids have been introduced. The scope of this review is to present current knowledge about the methodological approaches that are used to quantify and characterize the potential probiotic character of microorganisms. Moreover, it will focus on molecular and non-molecular tools and finally will report some new perspectives in the study of probiotics using omics techniques.
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Affiliation(s)
- Christos Stefanis
- Democritus University of Thrace, Department of Agricultural Development, Laboratory of Microbiology, Biotechnology and Hygiene, Pandazidou 193, GR68200, Orestiada, Greece
| | - Ioanna Mantzourani
- Democritus University of Thrace, Department of Agricultural Development, Laboratory of Microbiology, Biotechnology and Hygiene, Pandazidou 193, GR68200, Orestiada, Greece
| | - Stavros Plessas
- Democritus University of Thrace, Department of Agricultural Development, Laboratory of Microbiology, Biotechnology and Hygiene, Pandazidou 193, GR68200, Orestiada, Greece
| | - Athanasios Alexopoulos
- Democritus University of Thrace, Department of Agricultural Development, Laboratory of Microbiology, Biotechnology and Hygiene, Pandazidou 193, GR68200, Orestiada, Greece
| | - Alexis Galanis
- Democritus University of Thrace, Department of Molecular Biology and Genetics, Dragana University Campus, GR68100, Alexandroupolis, Greece
| | - Eugenia Bezirtzoglou
- Democritus University of Thrace, Department of Agricultural Development, Laboratory of Microbiology, Biotechnology and Hygiene, Pandazidou 193, GR68200, Orestiada, Greece
| | - Panagiotis Kandylis
- Department of Food Technology, Technological and Educational Institution of Peloponnese, Antikalamos, Kalamata, Greece
| | - Theodoros Varzakas
- Department of Food Technology, Technological and Educational Institution of Peloponnese, Antikalamos, Kalamata, Greece
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Perez-Fernandez CA, Iriarte M, Hinojosa-Delgadillo W, Veizaga-Salinas A, Cano RJ, Rivera-Perez J, Toranzos GA. First insight into microbial diversity and ion concentration in the Uyuni salt flat, Bolivia. CARIBB J SCI 2016. [DOI: 10.18475/cjos.v49i1.a6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Ridwan R, Rusmana I, Widyastuti Y, Wiryawan KG, Prasetya B, Sakamoto M, Ohkuma M. Fermentation Characteristics and Microbial Diversity of Tropical Grass-legumes Silages. ASIAN-AUSTRALASIAN JOURNAL OF ANIMAL SCIENCES 2015; 28:511-8. [PMID: 25656192 PMCID: PMC4341100 DOI: 10.5713/ajas.14.0622] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2014] [Revised: 09/24/2014] [Accepted: 11/06/2014] [Indexed: 11/27/2022]
Abstract
Calliandra calothyrsus preserved in silage is an alternative method for improving the crude protein content of feeds for sustainable ruminant production. The aim of this research was to evaluate the quality of silage which contained different levels of C. calothyrsus by examining the fermentation characteristics and microbial diversity. Silage was made in a completely randomized design consisting of five treatments with three replications i.e.: R0, Pennisetum purpureum 100%; R1, P. purpureum 75%+C. calothyrsus 25%;, R2, P. purpureum 50%+C. calothyrsus 50%; R3, P. purpureum 25%+C. calothyrsus 75%; and R4, C. calothyrsus 100%. All silages were prepared using plastic jar silos (600 g) and incubated at room temperature for 30 days. Silages were analyzed for fermentation characteristics and microbial diversity. Increased levels of C. calothyrsus in silage had a significant effect (p<0.01) on the fermentation characteristics. The microbial diversity index decreased and activity was inhibited with increasing levels of C. calothyrsus. The microbial community indicated that there was a population of Lactobacillus plantarum, L. casei, L. brevis, Lactococcus lactis, Chryseobacterium sp., and uncultured bacteria. The result confirmed that silage with a combination of grass and C. calothyrsus had good fermentation characteristics and microbial communities were dominated by L. plantarum.
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Affiliation(s)
- Roni Ridwan
- Study Program of Microbiology, Graduate School of Bogor Agricultural University, Campus IPB Darmaga Bogor, West Java 16680, Indonesia ; Research Center for Biotechnology, Indonesian Institute of Sciences, Cibinong, West Java 16911, Indonesia
| | - Iman Rusmana
- Department of Biology, Faculty of Mathematics and Natural Sciences, Bogor Agricultural University, Campus IPB Darmaga Bogor, West Java 16680, Indonesia
| | - Yantyati Widyastuti
- Research Center for Biotechnology, Indonesian Institute of Sciences, Cibinong, West Java 16911, Indonesia
| | - Komang G Wiryawan
- Department of Animal Nutrition and Feed Technology, Faculty of Animal Sciences, Bogor Agricultural University, Campus IPB Darmaga Bogor, West Java 16680, Indonesia
| | - Bambang Prasetya
- Research Center for Biotechnology, Indonesian Institute of Sciences, Cibinong, West Java 16911, Indonesia
| | - Mitsuo Sakamoto
- Microbe Division/Japan Collection of Microorganisms RIKEN BioResource Center, Tsukuba, Ibaraki 305-0074, Japan
| | - Moriya Ohkuma
- Microbe Division/Japan Collection of Microorganisms RIKEN BioResource Center, Tsukuba, Ibaraki 305-0074, Japan
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Fredriksson NJ, Hermansson M, Wilén BM. Tools for T-RFLP data analysis using Excel. BMC Bioinformatics 2014; 15:361. [PMID: 25388093 PMCID: PMC4228162 DOI: 10.1186/s12859-014-0361-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2013] [Accepted: 10/23/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Terminal restriction fragment length polymorphism (T-RFLP) analysis is a DNA-fingerprinting method that can be used for comparisons of the microbial community composition in a large number of samples. There is no consensus on how T-RFLP data should be treated and analyzed before comparisons between samples are made, and several different approaches have been proposed in the literature. The analysis of T-RFLP data can be cumbersome and time-consuming, and for large datasets manual data analysis is not feasible. The currently available tools for automated T-RFLP analysis, although valuable, offer little flexibility, and few, if any, options regarding what methods to use. To enable comparisons and combinations of different data treatment methods an analysis template and an extensive collection of macros for T-RFLP data analysis using Microsoft Excel were developed. RESULTS The Tools for T-RFLP data analysis template provides procedures for the analysis of large T-RFLP datasets including application of a noise baseline threshold and setting of the analysis range, normalization and alignment of replicate profiles, generation of consensus profiles, normalization and alignment of consensus profiles and final analysis of the samples including calculation of association coefficients and diversity index. The procedures are designed so that in all analysis steps, from the initial preparation of the data to the final comparison of the samples, there are various different options available. The parameters regarding analysis range, noise baseline, T-RF alignment and generation of consensus profiles are all given by the user and several different methods are available for normalization of the T-RF profiles. In each step, the user can also choose to base the calculations on either peak height data or peak area data. CONCLUSIONS The Tools for T-RFLP data analysis template enables an objective and flexible analysis of large T-RFLP datasets in a widely used spreadsheet application.
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Affiliation(s)
- Nils Johan Fredriksson
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
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Fredriksson NJ, Hermansson M, Wilén BM. Impact of T-RFLP data analysis choices on assessments of microbial community structure and dynamics. BMC Bioinformatics 2014; 15:360. [PMID: 25381552 PMCID: PMC4232699 DOI: 10.1186/s12859-014-0360-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2013] [Accepted: 10/23/2014] [Indexed: 12/25/2022] Open
Abstract
Background Terminal restriction fragment length polymorphism (T-RFLP) analysis is a common DNA-fingerprinting technique used for comparisons of complex microbial communities. Although the technique is well established there is no consensus on how to treat T-RFLP data to achieve the highest possible accuracy and reproducibility. This study focused on two critical steps in the T-RFLP data treatment: the alignment of the terminal restriction fragments (T-RFs), which enables comparisons of samples, and the normalization of T-RF profiles, which adjusts for differences in signal strength, total fluorescence, between samples. Results Variations in the estimation of T-RF sizes were observed and these variations were found to affect the alignment of the T-RFs. A novel method was developed which improved the alignment by adjusting for systematic shifts in the T-RF size estimations between the T-RF profiles. Differences in total fluorescence were shown to be caused by differences in sample concentration and by the gel loading. Five normalization methods were evaluated and the total fluorescence normalization procedure based on peak height data was found to increase the similarity between replicate profiles the most. A high peak detection threshold, alignment correction, normalization and the use of consensus profiles instead of single profiles increased the similarity of replicate T-RF profiles, i.e. lead to an increased reproducibility. The impact of different treatment methods on the outcome of subsequent analyses of T-RFLP data was evaluated using a dataset from a longitudinal study of the bacterial community in an activated sludge wastewater treatment plant. Whether the alignment was corrected or not and if and how the T-RF profiles were normalized had a substantial impact on ordination analyses, assessments of bacterial dynamics and analyses of correlations with environmental parameters. Conclusions A novel method for the evaluation and correction of the alignment of T-RF profiles was shown to reduce the uncertainty and ambiguity in alignments of T-RF profiles. Large differences in the outcome of assessments of bacterial community structure and dynamics were observed between different alignment and normalization methods. The results of this study can therefore be of value when considering what methods to use in the analysis of T-RFLP data. Electronic supplementary material The online version of this article (doi:10.1186/s12859-014-0360-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Nils Johan Fredriksson
- Department of Medical Biochemistry and Cell Biology, Institute of Biomedicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden.
| | - Malte Hermansson
- Department of Chemistry and Molecular Biology, University of Gothenburg, Gothenburg, Sweden.
| | - Britt-Marie Wilén
- Department of Civil and Environmental Engineering, Water Environment Technology, Chalmers University of Technology, Gothenburg, Sweden.
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Exercise induction of gut microbiota modifications in obese, non-obese and hypertensive rats. BMC Genomics 2014; 15:511. [PMID: 24952588 PMCID: PMC4082611 DOI: 10.1186/1471-2164-15-511] [Citation(s) in RCA: 198] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2013] [Accepted: 06/17/2014] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND Obesity is a multifactor disease associated with cardiovascular disorders such as hypertension. Recently, gut microbiota was linked to obesity pathogenesisand shown to influence the host metabolism. Moreover, several factors such as host-genotype and life-style have been shown to modulate gut microbiota composition. Exercise is a well-known agent used for the treatment of numerous pathologies, such as obesity and hypertension; it has recently been demonstrated to shape gut microbiota consortia. Since exercise-altered microbiota could possibly improve the treatment of diseases related to dysfunctional microbiota, this study aimed to examine the effect of controlled exercise training on gut microbial composition in Obese rats (n = 3), non-obese Wistar rats (n = 3) and Spontaneously Hypertensive rats (n = 3). Pyrosequencing of 16S rRNA genes from fecal samples collected before and after exercise training was used for this purpose. RESULTS Exercise altered the composition and diversity of gut bacteria at genus level in all rat lineages. Allobaculum (Hypertensive rats), Pseudomonas and Lactobacillus (Obese rats) were shown to be enriched after exercise, while Streptococcus (Wistar rats), Aggregatibacter and Sutturella (Hypertensive rats) were more enhanced before exercise. A significant correlation was seen in the Clostridiaceae and Bacteroidaceae families and Oscillospira and Ruminococcus genera with blood lactate accumulation. Moreover, Wistar and Hypertensive rats were shown to share a similar microbiota composition, as opposed to Obese rats. Finally, Streptococcus alactolyticus, Bifidobacterium animalis, Ruminococcus gnavus, Aggregatibacter pneumotropica and Bifidobacterium pseudolongum were enriched in Obese rats. CONCLUSIONS These data indicate that non-obese and hypertensive rats harbor a different gut microbiota from obese rats and that exercise training alters gut microbiota from an obese and hypertensive genotype background.
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11
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Roager HM, Sulek K, Skov K, Frandsen HL, Smedsgaard J, Wilcks A, Skov TH, Villas-Boas SG, Licht TR. Lactobacillus acidophilus NCFM affects vitamin E acetate metabolism and intestinal bile acid signature in monocolonized mice. Gut Microbes 2014; 5:296-303. [PMID: 24717228 PMCID: PMC4153766 DOI: 10.4161/gmic.28806] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Monocolonization of germ-free (GF) mice enables the study of specific bacterial species in vivo. Lactobacillus acidophilus NCFM(TM) (NCFM) is a probiotic strain; however, many of the mechanisms behind its health-promoting effect remain unknown. Here, we studied the effects of NCFM on the metabolome of jejunum, cecum, and colon of NCFM monocolonized (MC) and GF mice using liquid chromatography coupled to mass-spectrometry (LC-MS). The study adds to existing evidence that NCFM in vivo affects the bile acid signature of mice, in particular by deconjugation. Furthermore, we confirmed that carbohydrate metabolism is affected by NCFM in the mouse intestine as especially the digestion of oligosaccharides (penta- and tetrasaccharides) was increased in MC mice. Additionally, levels of α-tocopherol acetate (vitamin E acetate) were higher in the intestine of GF mice than in MC mice, suggesting that NCFM affects the vitamin E acetate metabolism. NCFM did not digest vitamin E acetate in vitro, suggesting that direct bacterial metabolism was not the cause of the altered metabolome in vivo. Taken together, our results suggest that NCFM affects intestinal carbohydrate metabolism, bile acid metabolism and vitamin E metabolism, although it remains to be investigated whether this effect is unique to NCFM.
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Affiliation(s)
- Henrik M Roager
- National Food Institute; Technical University of Denmark; Søborg, Denmark
| | - Karolina Sulek
- Liggins Institute; University of Auckland; Auckland, New Zealand,School of Biological Sciences; University of Auckland; Auckland, New Zealand
| | - Kasper Skov
- National Food Institute; Technical University of Denmark; Søborg, Denmark
| | - Henrik L Frandsen
- National Food Institute; Technical University of Denmark; Søborg, Denmark
| | - Jørn Smedsgaard
- National Food Institute; Technical University of Denmark; Søborg, Denmark
| | - Andrea Wilcks
- Faculty of Health and Medical Sciences; University of Copenhagen; København, Denmark
| | - Thomas H Skov
- Department of Food Science; Faculty of Science; University of Copenhagen; København, Denmark
| | - Silas G Villas-Boas
- School of Biological Sciences; University of Auckland; Auckland, New Zealand
| | - Tine R Licht
- National Food Institute; Technical University of Denmark; Søborg, Denmark,Correspondence to: Tine R Licht,
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Duncan K, Haltli B, Gill KA, Kerr RG. Bioprospecting from marine sediments of New Brunswick, Canada: exploring the relationship between total bacterial diversity and actinobacteria diversity. Mar Drugs 2014; 12:899-925. [PMID: 24531187 PMCID: PMC3944522 DOI: 10.3390/md12020899] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2013] [Revised: 01/07/2014] [Accepted: 01/21/2014] [Indexed: 12/16/2022] Open
Abstract
Actinomycetes are an important resource for the discovery of natural products with therapeutic properties. Bioprospecting for actinomycetes typically proceeds without a priori knowledge of the bacterial diversity present in sampled habitats. In this study, we endeavored to determine if overall bacterial diversity in marine sediments, as determined by 16S rDNA amplicon pyrosequencing, could be correlated with culturable actinomycete diversity, and thus serve as a powerful tool in guiding future bioprospecting efforts. Overall bacterial diversity was investigated in eight marine sediments from four sites in New Brunswick, Canada, resulting in over 44,000 high quality sequences (x = 5610 per sample). Analysis revealed all sites exhibited significant diversity (H' = 5.4 to 6.7). Furthermore, statistical analysis of species level bacterial communities (D = 0.03) indicated community composition varied according to site and was strongly influenced by sediment physiochemical composition. In contrast, cultured actinomycetes (n = 466, 98.3% Streptomyces) were ubiquitously distributed among all sites and distribution was not influenced by sediment composition, suggesting that the biogeography of culturable actinomycetes does not correlate with overall bacterial diversity in the samples examined. These actinomycetes provide a resource for future secondary metabolite discovery, as exemplified by the antimicrobial activity observed from preliminary investigation.
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Affiliation(s)
- Katherine Duncan
- Department of Biomedical Sciences, University of Prince Edward Island, 550 University Avenue, Charlottetown, PE C1A 4P3, Canada.
| | - Bradley Haltli
- Department of Chemistry, University of Prince Edward Island, 550 University Avenue, Charlottetown, PE C1A 4P3, Canada.
| | - Krista A Gill
- Department of Chemistry, University of Prince Edward Island, 550 University Avenue, Charlottetown, PE C1A 4P3, Canada.
| | - Russell G Kerr
- Department of Biomedical Sciences, University of Prince Edward Island, 550 University Avenue, Charlottetown, PE C1A 4P3, Canada.
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13
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Kitahara M, Sakata S, Sakamoto M, Benno Y. Comparison among Fecal Secondary Bile Acid Levels, Fecal Microbiota andClostridium scindensCell Numbers in Japanese. Microbiol Immunol 2013; 48:367-75. [PMID: 15215624 DOI: 10.1111/j.1348-0421.2004.tb03526.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Bile acid 7alpha-dehydroxylation by intestinal bacteria, which converts cholic acid and chenodeoxycholic acid to deoxycholic acid (DCA) and lithocholic acid (LCA), respectively, is an important function in the human intestine. Clostridium scindens is one of the most important bacterial species for bile acid 7alpha-dehydroxylation because C. scindens has high levels of bile acid 7alpha-dehydroxylating activity. We quantified C. scindens and secondary bile acids, DCA and LCA, in fecal samples from 40 healthy Japanese and investigated their correlation. Moreover, we used terminal restriction fragment length polymorphism (T-RFLP) analysis to investigate the effect of fecal microbiota on secondary bile acid levels. There was no correlation between C. scindens and secondary bile acid in fecal samples. On the other hand, T-RFLP analysis demonstrated that fecal microbiota associated with high levels of DCA were different from those associated with low levels of DCA, and furthermore that fecal microbiota in the elderly (over 72 years) were significantly different from those in younger adults (under 55 years). These results suggest that intestinal microbiota have a stronger effect on DCA level than does the number of C. scindens cells.
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Affiliation(s)
- Maki Kitahara
- Japan Collection of Microorganisms, RIKEN, Wako, Saitama.
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14
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Lan PTN, Sakamoto M, Benno Y. Effects of Two ProbioticLactobacillusStrains on Jejunal and Cecal Microbiota of Broiler Chicken under Acute Heat Stress Condition as Revealed by Molecular Analysis of 16S rRNA Genes. Microbiol Immunol 2013; 48:917-29. [PMID: 15611608 DOI: 10.1111/j.1348-0421.2004.tb03620.x] [Citation(s) in RCA: 76] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
We examined the effects of probiotic Lactobacillus strains of Lactobacillus agilis JCM 1048 and Lactobacillus salivarius subsp. salicinius JCM 1230 on jejunal and cecal microbiota of broiler chicken under heat stress condition using terminal restriction fragment length polymorphism (T-RFLP) analysis. The jejunal bacterial community was limited to a few bacterial groups, mostly Lactobacillus spp. A relatively abundant and higher prevalence of Lactobacillus spp. were observed in the jejunal and cecal microbiota of the probiotic chickens compared with those of the control chickens under heat stress condition. In general, the probiotic strains did not significantly affect the abundance of L. agilis and L. salivarius in chicken intestine but clearly contributed to increasing their prevalence in the probiotic chickens. The probiotic Lactobacillus strains enriched the diversity of Lactobacillus flora in chicken jejunum and cecum by increasing the abundance and prevalence of Lactobacillus spp. inhabiting the intestine. The richness of Lactobacillus species tended to be similar among the jejunal and cecal microbiota. The bacterial community of cecum was complex and age-dependent. The major components of the cecal microbiota were clostridia and lactobacilli. The Clostridium subcluster XIVa was the most predominant group in chicken cecum. Probiotic Lactobacillus strains restored the microbial balance and maintained the natural stability of indigenous bacterial microbiota following heat stress-induced changes.
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MESH Headings
- Age Factors
- Animals
- Cecum/microbiology
- Chickens/microbiology
- Cluster Analysis
- Colony Count, Microbial/veterinary
- DNA, Bacterial/chemistry
- DNA, Bacterial/genetics
- Heat Stress Disorders/microbiology
- Jejunum/microbiology
- Lactobacillus/genetics
- Lactobacillus/physiology
- Polymerase Chain Reaction/veterinary
- Polymorphism, Restriction Fragment Length
- Probiotics/pharmacology
- RNA, Ribosomal, 16S/analysis
- RNA, Ribosomal, 16S/chemistry
- RNA, Ribosomal, 16S/genetics
- Random Allocation
- Statistics, Nonparametric
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Affiliation(s)
- Pham Thi Ngoc Lan
- Institute of Biotechnology, Vietnamese Academy of Science and Technology, Hanoi, Vietnam
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15
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Santiago-Rodriguez TM, Narganes-Storde YM, Chanlatte L, Crespo-Torres E, Toranzos GA, Jimenez-Flores R, Hamrick A, Cano RJ. Microbial communities in pre-columbian coprolites. PLoS One 2013; 8:e65191. [PMID: 23755194 PMCID: PMC3673975 DOI: 10.1371/journal.pone.0065191] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2013] [Accepted: 04/22/2013] [Indexed: 11/18/2022] Open
Abstract
The study of coprolites from earlier cultures represents a great opportunity to study an “unaltered” composition of the intestinal microbiota. To test this, pre-Columbian coprolites from two cultures, the Huecoid and Saladoid, were evaluated for the presence of DNA, proteins and lipids by cytochemical staining, human and/or dog-specific Bacteroides spp. by PCR, as well as bacteria, fungi and archaea using Terminal Restriction Fragment analyses. DNA, proteins and lipids, and human-specific Bacteroides DNA were detected in all coprolites. Multidimensional scaling analyses resulted in spatial arrangements of microbial profiles by culture, further supported by cluster analysis and ANOSIM. Differences between the microbial communities were positively correlated with culture, and SIMPER analysis indicated 68.8% dissimilarity between the Huecoid and Saladoid. Proteobacteria, Bacteroidetes and methanogens were found in all coprolite samples. Propionebacteria, Shewanella and lactic acid bacteria dominated in the Huecoid samples, while Acidobacteria, and peptococci were dominant in Saladoid samples. Yeasts, including Candida albicans and Crypotococcus spp. were found in all samples. Basidiomycetes were the most notable fungi in Huecoid samples while Ascomycetes predominated in Saladoid samples, suggesting differences in dietary habits. Our study provides an approach for the study of the microbial communities of coprolite samples from various cultures.
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Affiliation(s)
| | - Yvonne M. Narganes-Storde
- Center for Archaeological Research, University of Puerto Rico, San Juan, Puerto Rico, United States of America
| | - Luis Chanlatte
- Center for Archaeological Research, University of Puerto Rico, San Juan, Puerto Rico, United States of America
| | - Edwin Crespo-Torres
- Center for Archaeological Research, University of Puerto Rico, San Juan, Puerto Rico, United States of America
| | - Gary A. Toranzos
- Department of Biology, University of Puerto Rico, San Juan, Puerto Rico, United States of America
| | - Rafael Jimenez-Flores
- Dairy Products Technology Center, California Polytechnic State University, San Luis Obispo, California, United States of America
| | - Alice Hamrick
- Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, California, United States of America
| | - Raul J. Cano
- Center for Applications in Biotechnology, California Polytechnic State University, San Luis Obispo, California, United States of America
- * E-mail:
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16
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Elkjær K, Ancker ML, Gustafsson H, Friggens NC, Waldmann A, Mølbak L, Callesen H. Uterine bacterial flora in postpartum Danish Holstein dairy cows determined using DNA-based fingerprinting: correlation to uterine condition and calving management. Anim Reprod Sci 2013; 138:39-48. [PMID: 23477754 DOI: 10.1016/j.anireprosci.2013.01.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2012] [Revised: 01/16/2013] [Accepted: 01/29/2013] [Indexed: 12/26/2022]
Abstract
The overall aim of this study was to describe uterine bacterial flora during the postpartum period in Danish Holstein cows using the Terminal Restriction Fragment Length Polymorphism (T-RFLP) method. This method produces a pattern of nucleic acid fragments from the microorganisms present, reflecting the "fingerprint" of the actual microbial flora. As well as characterizing changes in flora with time from calving and between herds, data were examined for strong relations between uterine bacterial flora, calving management and uterine condition. In total 125 Holstein cows from five herds were included, and for each cow calving management was recorded. Cows were clinically examined on average 8 (range 0-19) and 28 (range 22-38) days after calving, and a uterine sample was taken for bacterial identification using T-RFLP. Milk samples were taken weekly for progesterone analysis. Bacteria were found in all cows at both examinations, and the flora was composed of many species, including species not traditionally reported to be present in the bovine uterus. The bacterial composition differed according to days from calving and herd. In all five herds Fusobacterium necrophorum, Pseudomonas/Acinetobacter and Bacteroides/Sphingobacterium/Prevotellaceae were among the most common at both examinations. In four herds there was a percentage decrease of F. necrophorum from first to second examination, and in all herds there was a percentage increase of Pseudomonas/Acinetobacter from first to second examination. No differences in bacterial flora were found between cows with different uterine scores, which were influenced by herd, calving difficulty and retained placenta.
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Affiliation(s)
- K Elkjær
- Knowledge Centre for Agriculture, Skejby, 8200 Aarhus N, Denmark; Department of Animal Science, Aarhus University, 8830 Tjele, Denmark.
| | - M-L Ancker
- Knowledge Centre for Agriculture, Skejby, 8200 Aarhus N, Denmark
| | - H Gustafsson
- Swedish University of Agricultural Sciences, Faculty of Veterinary Medicine and Animal Science, Department of Clinical Sciences, 750 07 Uppsala, Sweden
| | - N C Friggens
- INRA UMR 791 Modélisation Systémique Appliquée aux Ruminants (MoSAR), AgroParisTech, 75231 Paris Cedex 05, France; AgroParisTech UMR 791 Modélisation Systémique Appliquée aux Ruminants, 16 rue Claude Bernard, 75231 Paris, France
| | - A Waldmann
- Estonian University of Life Sciences, Institute of Veterinary Medicine and Animal Sciences, Department of Reproductive Biology, 51006 Tartu, Estonia
| | - L Mølbak
- National Veterinary Institute, Technical University of Denmark, 1790 Copenhagen V, Denmark
| | - H Callesen
- Department of Animal Science, Aarhus University, 8830 Tjele, Denmark
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17
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Sin YW, Buesching CD, Burke T, Macdonald DW. Molecular characterization of the microbial communities in the subcaudal gland secretion of the European badger (Meles meles). FEMS Microbiol Ecol 2012; 81:648-59. [PMID: 22530962 DOI: 10.1111/j.1574-6941.2012.01396.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2011] [Revised: 04/17/2012] [Accepted: 04/18/2012] [Indexed: 11/30/2022] Open
Abstract
Many mammals possess specialized scent glands, which convey information about the marking individual. As the chemical profile of scent marks is likely to be affected by bacteria metabolizing the primary gland products, the variation in bacterial communities between different individuals has been proposed to underpin olfactory communication. However, few studies have investigated the dependency of microbiota residing in the scent organs on the host's individual-specific parameters. Here, we used terminal restriction fragment length polymorphism analysis of the PCR-amplified 16S rRNA gene and clone library construction to investigate the microbial communities in the subcaudal gland secretion of the European badger (Meles meles). As the secretion has been shown to encode individual-specific information, we investigated the correlation of the microbiota with different individual-specific parameters (age, sex, body condition, reproductive status, and season). We discovered a high number of bacterial species (56 operational taxonomic units from four phyla: Actinobacteria, Firmicutes, Proteobacteria, and Bacteroidetes), dominated by Actinobacteria (76.0%). The bacterial communities of cubs and adults differed significantly. Cubs possessed considerably more diverse communities dominated by Firmicutes, while in adults the communities were less diverse and dominated by Actinobacteria, suggesting that the acquisition of a 'mature bacterial community' is an ontogenetic process related to physiological changes during maturation.
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Affiliation(s)
- Yung Wa Sin
- Wildlife Conservation Research Unit, Department of Zoology, Recanati-Kaplan Centre, University of Oxford, Tubney, Abingdon, Oxfordshire, UK.
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18
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De Cruz P, Prideaux L, Wagner J, Ng SC, McSweeney C, Kirkwood C, Morrison M, Kamm MA. Characterization of the gastrointestinal microbiota in health and inflammatory bowel disease. Inflamm Bowel Dis 2012; 18:372-90. [PMID: 21604329 DOI: 10.1002/ibd.21751] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/21/2011] [Accepted: 03/31/2011] [Indexed: 02/06/2023]
Abstract
The enteric bacterial flora play a key role in maintaining health. Inflammatory bowel disease is associated with quantitative and qualitative alterations in the microbiota. Early characterization of the microbiota involved culture-dependent techniques. The advent of metagenomic techniques, however, allows for structural and functional characterization using culture-independent methods. Changes in diversity, together with quantitative alterations in specific bacterial species, have been identified. The functional significance of these changes, and their pathogenic role, remain to be elucidated.
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19
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Roberts DM, Schofield PG, Donn S, Daniell TJ. Directed terminal restriction analysis tool (DRAT): an aid to enzyme selection for directed terminal-restriction fragment length polymorphisms. Methods Ecol Evol 2011. [DOI: 10.1111/j.2041-210x.2011.00139.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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20
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Zella GC, Hait EJ, Glavan T, Gevers D, Ward DV, Kitts CL, Korzenik JR. Distinct microbiome in pouchitis compared to healthy pouches in ulcerative colitis and familial adenomatous polyposis. Inflamm Bowel Dis 2011; 17:1092-100. [PMID: 20845425 DOI: 10.1002/ibd.21460] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2010] [Accepted: 07/21/2010] [Indexed: 12/16/2022]
Abstract
BACKGROUND Pouchitis occurs in up to 50% of patients with ulcerative colitis (UC) undergoing ileal pouch anal anastomosis (IPAA). Pouchitis rarely occurs in patients with familial adenomatous polyposis (FAP) who undergo IPAA. Our aim was to compare mucosal and luminal flora in patients with UC-associated pouchitis (UCP), healthy UC pouches (HUC), and healthy FAP pouches (FAP). METHODS Nineteen patients were enrolled in this cross-sectional study (nine UCP, three HUC, seven FAP). Patients with active pouchitis were identified using the Pouchitis Disease Activity Index (PDAI). Ileal pouch mucosal biopsies and fecal samples were analyzed with a 16S rDNA-based terminal restriction fragment length polymorphism (TRFLP) approach. Pooled fecal DNA from four UCP and four FAP pouches were sequenced for further speciation. RESULTS TRFLP data revealed statistically significant differences in the mucosal and fecal microbiota between each group of patients. UCP samples exhibited significantly more TRFLP peaks matching Clostridium and Eubacterium genera compared to HUC and FAP pouches and fewer peaks matching Lactobacillus and Streptococcus genera compared to FAP. DNA Sanger sequencing of a subset of luminal samples revealed UCP having more identifiable sequences of Firmicutes (51.2% versus 21.2%) and Verrucomicrobia (20.2% versus 3.2%), and fewer Bacteroidetes (17.9% versus 60.5%) and Proteobacteria (9.8% versus 14.7%) compared to FAP. CONCLUSIONS The pouch microbial environment appears to be distinctly different in the settings of UC pouchitis, healthy UC, and FAP. These findings suggest that a dysbiosis may exist in pouchitis which may be central to understanding the disease.
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Affiliation(s)
- Garrett C Zella
- Division of Pediatric Gastroenterology, Department of Pediatrics, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts 02114, USA.
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21
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Wang X, Wen X, Yan H, Ding K, Zhao F, Hu M. Bacterial community dynamics in a functionally stable pilot-scale wastewater treatment plant. BIORESOURCE TECHNOLOGY 2011; 102:2352-7. [PMID: 21095118 DOI: 10.1016/j.biortech.2010.10.095] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2010] [Revised: 10/17/2010] [Accepted: 10/20/2010] [Indexed: 05/07/2023]
Abstract
To determine whether functional stability was correlated with a stable microbial community structure in a functionally stable pilot-scale wastewater treatment plant, bacterial communities in the system were monitored over a one-year period. Bacterial community dynamics was characterized by the terminal restriction fragment length polymorphism (T-RFLP) of 16S rRNA genes. During the study period, the effluent BOD concentrations were very stable, with the average BOD concentration below 10 mg/L. The effluent TN concentrations were always below 20 mg/L, except for the first 40 days. T-RFLP results showed that, during the test period, the bacterial community structures were not stable, with an average change rate (every 15 days) of 20.4%±11.2%. Based on Lorenz distribution curves, it was observed that 20% of the species corresponded with 40-77% of cumulative relative abundances. Results clearly revealed that, in the pilot-scale wastewater treatment plant, functional stability did not correlate with stable bacterial communities.
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Affiliation(s)
- Xiaohui Wang
- Environmental Simulation and Pollution Control State Key Joint Laboratory, Department of Environmental Science and Engineering, Tsinghua University, Beijing, PR China
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22
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Wang X, Wen X, Yan H, Ding K, Hu M. Community dynamics of ammonia oxidizing bacteria in a full-scale wastewater treatment system with nitrification stability. ACTA ACUST UNITED AC 2010. [DOI: 10.1007/s11783-010-0254-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/29/2022]
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23
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Wang X, Wen X, Criddle C, Yan H, Zhang Y, Ding K. Bacterial community dynamics in two full-scale wastewater treatment systems with functional stability. J Appl Microbiol 2010; 109:1218-26. [PMID: 20477893 DOI: 10.1111/j.1365-2672.2010.04742.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
AIMS To characterize the bacterial community dynamics over 1 year in two full-scale wastewater treatment systems operated under constant conditions and exhibiting stable performance. METHODS AND RESULTS Functional stability was defined and quantified by the effluent concentration of biological oxygen demand, total nitrogen and ammonia. Community dynamics were investigated using specific PCR followed by terminal restriction fragment length polymorphism (T-RFLP) of the 16S rRNA gene. The T-RFLP results indicated that during the period of functional stability, the bacterial community structures in two full-scale wastewater treatment systems were not stable, and the average change rates every 15 days of the two systems were 22.6 ± 6.9 and 21.6 ± 7.3%, respectively. The corresponding species with dominant T-RFs were determined by clonal sequencing and T-RFLP. Based on Pareto-Lorenz distribution curves, it was observed that only a small number of micro-organisms were numerically dominant in the two systems. CONCLUSIONS The results of this study showed that, throughout the period of the study, the bacterial community structure changed significantly in two full-scale wastewater treatment systems despite the stable function. SIGNIFICANCE AND IMPACT OF THE STUDY The findings enrich the theory involving the relation between bacterial community dynamics and functional stability in full-scale wastewater treatment plants.
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Affiliation(s)
- X Wang
- Environmental Simulation and Pollution Control State Key Joint Laboratory, Department of Environmental Science and Engineering, Tsinghua University, Beijing, China
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24
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Bukovská P, Jelínková M, Hrselová H, Sýkorová Z, Gryndler M. Terminal restriction fragment length measurement errors are affected mainly by fragment length, G+C nucleotide content and secondary structure melting point. J Microbiol Methods 2010; 82:223-8. [PMID: 20600364 DOI: 10.1016/j.mimet.2010.06.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2010] [Revised: 06/11/2010] [Accepted: 06/16/2010] [Indexed: 11/17/2022]
Abstract
Several methods of molecular analysis of microbial diversity, including terminal restriction fragment length polymorphism (T-RFLP) analysis are based on measurement of the DNA fragment length. Significant variation between sequence-determined and measured length of restriction fragments (drift) has been observed, which can affect the efficiency of the identification of microorganisms in the analyzed communities. In the past, this variation has been attributed to varying fragment length and purine content. In this study, principal component analysis and multiple regression analysis were applied to find the contributions of those and several other fragment characteristics. We conclude that secondary structure melting point and G+C nucleotide content, besides the fragment length, contribute to the variation observed, whereas the contribution of purine content is less important. Incomplete denaturation of the sample at the start of electrophoretic separation of fragments has been excluded as a major cause of the variation observed. Our regression model explains the observed drift variation by approximately 56%, with standard deviation of the prediction equal to approximately 1.3 bp.
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Affiliation(s)
- Petra Bukovská
- Institute of Botany, Academy of Sciences of the Czech Republic, Zámek 1, CZ25243 Průhonice, Czech Republic.
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25
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Tiquia SM. Using terminal restriction fragment length polymorphism (T-RFLP) analysis to assess microbial community structure in compost systems. Methods Mol Biol 2010; 599:89-102. [PMID: 19882281 DOI: 10.1007/978-1-60761-439-5_6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Abstract
Terminal restriction fragment length polymorphism (T-RFLP) analysis of PCR-amplified genes is a widely used fingerprinting technique in composting systems. This analysis is based on the restriction endonuclease digestion of fluorescently end-labeled PCR products. The digested product is mixed with a DNA size standard, itself labeled with a distinct fluorescent dye, and the fragments are then separated by capillary or gel electrophoresis using an automated sequencer. Upon analysis, only the terminal end-labeled restriction fragments are detected. An electropherogram is produced, which shows a profile of compost microbial community as a series of peaks of varying height. This technique has also been effectively used in the exploration of complex microbial environments and in the study of bacterial, archaeal, and eukaryal populations in natural habitats.
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Affiliation(s)
- Sonia M Tiquia
- Department of Natural Sciences, University of Michigan, Dearborn, MI, USA
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26
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Lord NS, Kaplan CW, Shank P, Kitts CL, Elrod SL. Assessment of fungal diversity using terminal restriction fragment (TRF) pattern analysis: comparison of 18S and ITS ribosomal regions. FEMS Microbiol Ecol 2009; 42:327-37. [PMID: 19709292 DOI: 10.1111/j.1574-6941.2002.tb01022.x] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Assessment of fungal diversity in environmental samples is currently a challenge. Several recently developed molecular methods offer new avenues for determining the presence and diversity of fungi in complex microbial communities. Terminal restriction fragment (TRF) pattern analysis was tested as a method for assessing the fungal molecular diversity of a terrestrial microbial community. Community DNA was isolated from sand samples taken from a pilot-scale petroleum-contaminated land treatment unit. PCR amplification was carried out using primers, one of which was fluorescently labeled, designed to hybridize to conserved sequences in the fungal ribosomal small subunit (18S) or the internal transcribed spacer ITS1-5.8S-ITS2 (ITS) ribosomal region. Amplicons were then digested separately with HpaII or HaeIII; fluorescently labeled TRFs were detected by capillary gel electrophoresis. ITS region TRF patterns were predicted and observed to generate a greater richness than 18S TRF patterns. Unique TRF patterns were also observed for each community examined. Finally, the ITS region showed a higher degree of specificity in matching observed TRF profiles to those generated from GenBank sequence data for species identification. These data suggest that ITS rDNA TRF pattern analysis has great potential as a rapid and specific method for fungal community analysis and species identification.
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Affiliation(s)
- N S Lord
- Environmental Biotechnology Institute, Biological Sciences Department, California Polytechnic State University, San Luis Obispo, CA 93407, USA
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27
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Lim M, Adams JDW, Wilcox M, Finan P, Sagar P, Burke D. An assessment of bacterial dysbiosis in pouchitis using terminal restriction fragment length polymorphisms of 16S ribosomal DNA from pouch effluent microbiota. Dis Colon Rectum 2009; 52:1492-500. [PMID: 19617766 DOI: 10.1007/dcr.0b013e3181a7b77a] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
PURPOSE Previous studies on dysbiosis and pouchitis using conventional culture techniques have been disappointing because of inherent limitations associated with the technique. This study was designed to use terminal restriction fragment length polymorphism to evaluate patients with and without pouchitis. METHODS Bacterial microbiota in 20 pouch patients (15 healthy and 5 with inflamed) were studied. DNA was extracted from feces, and polymerase chain reaction was performed using primers (V6-V8 region) that were modified at the 5' end with cyanine dyes. Amplicons were digested with merozoite surface protein-1 enzyme. The restricted fragments were analyzed by capillary electrophoresis, and the electrophenograms were studied. Electrophenograms provide information about operational taxonomic units, which correspond to specific organisms. Principal component analysis was performed to identify dominant and important operational taxonomic units in the 20 patients. Bacterial diversity and counts of these operational taxonomic units were compared in the two groups of patients. RESULTS Total bacterial diversity in patients with pouchitis was similar to that in patients with healthy pouches (16 (11-20) vs. 12 (9-13), P = 0.279). Using principal component analysis, 29 operational taxonomic units were found to be important. Bacterial counts of seven dominant organisms (operational taxonomic unit 79 (enterococci), 85 (Pantoea), 88 (Enterobacteriaceae), 90 (eubacteria), 91 (Pseudomonas), 146 (clostridia), and 148 (bacilli)) were similar in patients with pouchitis and those with a healthy pouch (P > 0.05). Seventeen (operational taxonomic unit 73 (Leptospira), 93 (Pseudoalteromonas), 96, 100 (Desulfosporosinus), 114, 121, 134, 137, 141 (Microcystis), 159, 174 (Methylobacter), 193 (uncultured proteobacteria), 232, 376, 381, 414, and 465) of the remaining 22 nondominant organisms were seen exclusively in patients with pouchitis. The majority of these organisms were novel. CONCLUSION Terminal restriction fragment length polymorphism can be used to identify candidate organisms that may be associated with pouchitis.
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Affiliation(s)
- Michael Lim
- John Goligher Colorectal Unit, The General Infirmary at Leeds, Leeds, United Kingdom
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28
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Spasenovski T, Carroll MP, Payne MS, Bruce KD. Molecular analysis of diversity within the genus Pseudomonas in the lungs of cystic fibrosis patients. Diagn Microbiol Infect Dis 2009; 63:261-7. [PMID: 19216939 DOI: 10.1016/j.diagmicrobio.2008.11.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2008] [Revised: 11/06/2008] [Accepted: 11/20/2008] [Indexed: 11/29/2022]
Abstract
The genus Pseudomonas contains species that can act as human pathogens and are important in many infections such as those occurring in the lungs of many cystic fibrosis (CF) patients. Current methodologies that rely on the cultivation of bacteria are too cumbersome and often lack sufficient discriminatory power to define the diversity of Pseudomonas spp. As a result, molecular-based approaches have many advantages when attempting to differentiate between species of this genus. This study assessed the ability of terminal restriction fragment length polymorphism (T-RFLP) profiling of the 16S-23S rRNA ITS1 gene region to differentiate species of the genus Pseudomonas. Before application to clinical samples, this approach was validated on a panel of 10 different Pseudomonas spp. T-RFLP profiling of the 16S-23S rRNA ITS1 gene region amplified from these strains differentiated all Pseudomonas spp. tested. The presence of Pseudomonas spp. in CF sputum was assessed through the detection of this ITS1 gene region as amplified from DNA extracted from 40 samples of CF sputum. The ITS1 gene region was detected in 75% of these samples, including 5 from which no Pseudomonas spp. had been identified using culture-based methods. In silico analysis showed that all sequences amplified had a high homology with the ITS1 region of Pseudomonas aeruginosa. T-RFLP gave data that were consistent with the band being generated from P. aeruginosa for each patient. No correlation between Pseudomonas diversity and severity of lung disease was observed in this group of CF patients. This study has however shown that molecular analysis of the ITS1 region is effective in resolving diversity within the genus Pseudomonas. The wider use of this application is discussed.
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Gross G, Wildner J, Schonewille A, Rademaker JLW, van der Meer R, Snel J. Probiotic Lactobacillus plantarum 299v does not counteract unfavorable phytohemagglutinin-induced changes in the rat intestinal microbiota. Appl Environ Microbiol 2008; 74:5244-9. [PMID: 18606805 PMCID: PMC2519263 DOI: 10.1128/aem.00514-08] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2008] [Accepted: 06/24/2008] [Indexed: 11/20/2022] Open
Abstract
Application of phytohemagglutinin (PHA) in weaning feed has been suggested to stimulate intestinal epithelium maturation. In this study, PHA strongly affected the fecal bacterial population structure of rats. Escherichia coli overgrowth was not prevented by probiotic mannose-adhering Lactobacillus plantarum 299v. Therefore, use of PHA in weaning feed deserves careful evaluation.
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Affiliation(s)
- Gabriele Gross
- Department Health and Safety, NIZO food research, P.O. Box 20, 6710 BA Ede, The Netherlands
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Zhang R, Thiyagarajan V, Qian PY. Evaluation of terminal-restriction fragment length polymorphism analysis in contrasting marine environments. FEMS Microbiol Ecol 2008; 65:169-78. [PMID: 18503550 DOI: 10.1111/j.1574-6941.2008.00493.x] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Terminal-restriction fragment length polymorphism (T-RFLP) analysis is widely used in microbial ecology studies. In the present study, T-RFLP analysis of PCR products digested by five restriction enzymes (AluI, HaeIII, MspI, Sau3AI and TaqI) was applied for 20 samples from three contrasting coastal environments to assess the biases associated with the choice of enzyme digestion and T-RF analysis. The five enzyme digestions produced highly variable species richness (in terms of number of T-RFs). Analysis of peak areas with a threshold of 0.5% of the total peak area, which recovered 92-96% of the total peak area, revealed different diversity indexes from the five enzyme digestions. Multidimensional scaling, based on matrices that were generated by scoring peak presence/absence and area, revealed similar bacterial community structure patterns among the 20 samples, regardless of the choice of restriction enzymes. Our results strongly argue that the choice of different digestion enzymes in the T-RFLP technique generated valid and consistent bacterial community structures but highly variable species richness and diversity indices. The biases associated with the choice of digestion enzymes needs to be evaluated carefully or at least to be addressed when using T-RFLP analysis.
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Affiliation(s)
- Rui Zhang
- Department of Biology and Coastal Marine Laboratory, The Hong Kong University of Science and Technology, Hong Kong SAR, China
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31
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The microbiota of pigs influenced by diet texture and severity of Lawsonia intracellularis infection. Vet Microbiol 2008; 128:96-107. [DOI: 10.1016/j.vetmic.2007.09.012] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2007] [Revised: 09/05/2007] [Accepted: 09/11/2007] [Indexed: 11/23/2022]
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Takeshita T, Nakano Y, Yamashita Y. Improved accuracy in terminal restriction fragment length polymorphism phylogenetic analysis using a novel internal size standard definition. ACTA ACUST UNITED AC 2007; 22:419-28. [DOI: 10.1111/j.1399-302x.2007.00384.x] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Correlation of patterns of denitrification instability in replicated bioreactor communities with shifts in the relative abundance and the denitrification patterns of specific populations. ISME JOURNAL 2007; 1:714-28. [PMID: 18059495 DOI: 10.1038/ismej.2007.87] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
To assess the effects of community structure on the stability of denitrification, six chemostat cultures derived from the same denitrifying community were subjected to step increases in feed nitrate concentration and monitored for evidence that denitrification was either not occurring (indicated by the presence of nitrate) or was incomplete (indicated by the presence of nitrite or nitrous oxide). Functional stability was defined and quantified from the pattern of effluent concentration trends of nitrate and denitrification intermediates. Microbial community structure and dynamics were analyzed by terminal restriction fragment length polymorphism analysis of the 16S rRNA gene. Functional stability varied: one chemostat community lost the ability to reduce all of the influent nitrate; others continued to reduce all of the influent nitrate, but accumulated varying amounts of nitrous oxide. The microbial community structure in two of the chemostats diverged from the others, and variation of functional response among chemostats corresponded with the divergence of community structure. The Acidovorax-like terminal restriction fragment (T-RF) dominated the chemostat that accumulated nitrate, and an Acidovorax-like isolate reduced nitrate directly to dinitrogen gas in batch nitrate reduction assays. In the nitrous oxide-accumulating chemostats, the relative abundance of the Pseudomonas-like T-RF was strongly and significantly correlated with the magnitude of nitrous oxide accumulation, and a Pseudomonas-like isolate accumulated nitrous oxide in batch assays.
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Smith CJ, Danilowicz BS, Meijer WG. Characterization of the bacterial community associated with the surface and mucus layer of whiting (Merlangius merlangus). FEMS Microbiol Ecol 2007; 62:90-7. [PMID: 17692096 DOI: 10.1111/j.1574-6941.2007.00369.x] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
The bacterial community inhabiting the mucus layer and surface of whiting was examined to determine whether the bacteria present are a reflection of the surrounding water or an indigenous bacterial flora is present. The outer mucus, mouth mucus and gut of four whiting harvested from a site in the Irish Sea and the surrounding water were examined by terminal restriction fragment length polymorphism (tRFLP) analysis of the 16S rRNA gene and clone library construction. The water community was the most diverse, with only a small number of shared water-mucus phylotypes present. The bacterial flora associated with the outer mucus layer were more diverse than that of the mouth mucus and gut. All three mucus layers were characterized by the presence of a dominant phylotype, identified as clone wom-1, highly similar to Photobacterium iliopiscarium. In addition to other Photobacterium phylotypes, members of the CFB and Clostridia groups were also detected. Subsequently, whiting from 11 different sites along the east and south coast of Ireland were compared by tRFLP analysis. Strikingly, the mucus layer of whiting at all sites was characterized by the presence and dominance of a TRF corresponding to the clone wom-1 which was virtually absent from the water column.
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Affiliation(s)
- Cindy J Smith
- School of Biological and Environmental Science, University College Dublin, Dublin, Ireland.
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35
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Denou E, Berger B, Barretto C, Panoff JM, Arigoni F, Brüssow H. Gene expression of commensal Lactobacillus johnsonii strain NCC533 during in vitro growth and in the murine gut. J Bacteriol 2007; 189:8109-19. [PMID: 17827285 PMCID: PMC2168692 DOI: 10.1128/jb.00991-07] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Work with pathogens like Vibrio cholerae has shown major differences between genes expressed in bacteria grown in vitro and in vivo. To explore this subject for commensals, we investigated the transcription of the Lactobacillus johnsonii NCC533 genome during in vitro and in vivo growth using the microarray technology. During broth growth, 537, 626, and 277 of the 1,756 tested genes were expressed during exponential phase, "adaptation" (early stationary phase), and stationary phase, respectively. One hundred one, 150, and 33 genes, respectively, were specifically transcribed in these three phases. To explore the in vivo transcription program, we fed L. johnsonii containing a resistance plasmid to antibiotic-treated mice. After a 2-day washout phase, we determined the viable-cell counts of lactobacilli that were in the lumina and associated with the mucosae of different gut segments. While the cell counts showed a rather uniform distribution along the gut, we observed marked differences with respect to the expression of the Lactobacillus genome. The largest number of transcribed genes was in the stomach (n = 786); the next-largest numbers occurred in the cecum (n = 391) and the jejunum (n = 296), while only 26 Lactobacillus genes were transcribed in the colon. In vitro and in vivo transcription programs overlapped only partially. One hundred ninety-one of the transcripts from the lactobacilli in the stomach were not detected during in vitro growth; 202 and 213 genes, respectively, were transcribed under all in vitro and in vivo conditions; but the core transcriptome for all growth conditions comprised only 103 genes. Forty-four percent of the NCC533 genes were not detectably transcribed under any of the investigated conditions. Nontranscribed genes were clustered on the genome and enriched in the variable-genome part. Our data revealed not only major differences between in vitro- and in vivo-expressed genes in a Lactobacillus gut commensal organism but also marked changes in the expression of genes along the digestive tract.
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Affiliation(s)
- Emmanuel Denou
- Nestlé Research Centre, Nestec Ltd., P.O. Box 44, CH-1000 Lausanne 26, Switzerland
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36
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Trosvik P, Skånseng B, Jakobsen KS, Stenseth NC, Naes T, Rudi K. Multivariate analysis of complex DNA sequence electropherograms for high-throughput quantitative analysis of mixed microbial populations. Appl Environ Microbiol 2007; 73:4975-83. [PMID: 17575003 PMCID: PMC1951012 DOI: 10.1128/aem.00128-07] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
High-throughput quantification of genetically coherent units (GCUs) is essential for deciphering population dynamics and species interactions within a community of microbes. Current techniques for microbial community analyses are, however, not suitable for this kind of high-throughput application. Here, we demonstrate the use of multivariate statistical analysis of complex DNA sequence electropherograms for the effective and accurate estimation of relative genotype abundance in cell samples from mixed microbial populations. The procedure is no more labor-intensive than standard automated DNA sequencing and provides a very effective means of quantitative data acquisition from experimental microbial communities. We present results with the Campylobacter jejuni strain-specific marker gene gltA, as well as the 16S rRNA gene, which is a universal marker across bacterial assemblages. The statistical models computed for these genes are applied to genetic data from two different experimental settings, namely, a chicken infection model and a multispecies anaerobic fermentation model, demonstrating collection of time series data from model bacterial communities. The method presented here is, however, applicable to any experimental scenario where the interest is quantification of GCUs in genetically heterogeneous DNA samples.
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Affiliation(s)
- Pål Trosvik
- Centre for Ecological and Evolutionary Synthesis, Department of Biology, University of Oslo, Oslo, Norway
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37
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Gentile ME, Jessup CM, Nyman JL, Criddle CS. Correlation of functional instability and community dynamics in denitrifying dispersed-growth reactors. Appl Environ Microbiol 2006; 73:680-90. [PMID: 17142382 PMCID: PMC1800737 DOI: 10.1128/aem.01519-06] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Understanding the relationship between microbial community dynamics and functional instability is an important step towards designing reliable biological water treatment systems. In this study, the community dynamics of two dispersed-growth denitrifying reactors were examined during periods of functional stability and instability. In both reactors during the period of functional instability, the effluent chemistry changed over time, with periods of high nitrate concentrations followed by periods of fluctuating nitrite concentrations. Community structure was examined by clone library analysis of the 16S rRNA gene. Community dynamics were investigated with terminal restriction fragment (T-RF) length polymorphism, and the functional diversity represented by T-RFs was assessed through nitrate reduction assays of representative isolates. During the period of functional instability, the community structure changed considerably, and the dynamics correlated significantly with effluent chemistry. The nitrite concentration was significantly correlated with the relative abundances of the nitrate-reducing Delftia- and Achromobacter-like T-RFs. The isolate representing the Acidovorax-like T-RF reduced nitrate directly to nitrogen in batch assays without the accumulation of any intermediates. The Acidovorax-like T-RF relative abundance was significantly negatively correlated with nitrite concentration, indicating that it was associated with good functional performance. The results of this study reveal a clear relationship between community dynamics and functional instability and the importance of diversity among nitrate-reducing populations within a denitrifying community.
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Affiliation(s)
- M E Gentile
- ARCADIS, 155 Montgomery St., Suite 1510, San Francisco, CA 94104, USA.
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38
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Engelbrektson AL, Korzenik JR, Sanders ME, Clement BG, Leyer G, Klaenhammer TR, Kitts CL. Analysis of treatment effects on the microbial ecology of the human intestine. FEMS Microbiol Ecol 2006; 57:239-50. [PMID: 16867142 DOI: 10.1111/j.1574-6941.2006.00112.x] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
A large number of studies have investigated gastrointestinal microbiota and changes in the gastrointestinal community. However, a concern in these studies is how best to assess changes in gastrointestinal community structure. This paper presents two different human trials where the fecal terminal restriction fragment length polymorphism data sets were analyzed to search for treatment effects. Principle components analysis and cluster analysis based on grouped data are compared with analysis of data by subject using distance coefficients. Comparison with baseline within an individual before grouping by treatment provided a clearer indication of treatment effects than did an evaluation of data grouped before analysis. In addition, a large within-subject sample size and multiple baseline samples are necessary to accurately analyze treatment effects.
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Affiliation(s)
- Anna L Engelbrektson
- Environmental Biotechnology Institute, California Polytechnic State University, San Luis Obispo, CA 94307, USA
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39
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Gentile M, Yan T, Tiquia SM, Fields MW, Nyman J, Zhou J, Criddle CS. Stability in a denitrifying fluidized bed reactor. MICROBIAL ECOLOGY 2006; 52:311-21. [PMID: 16874554 DOI: 10.1007/s00248-006-9024-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/22/2004] [Accepted: 03/09/2005] [Indexed: 05/11/2023]
Abstract
This study evaluates changes in the microbial community structure and function of a pilot-scale denitrifying fluidized bed reactor during periods of constant operating conditions and periods of perturbation. The perturbations consisted of a shutdown period without feed, two disturbances in which biofilms were mechanically sheared from carrier particles, and a twofold step increase in feed nitrate concentration. In the absence of perturbations, nitrate removal was stable and consistently greater than 99%. The structure and dynamics of the microbial community were studied using cloning and sequencing techniques and terminal restriction fragment length polymorphism (T-RFLP) of the SSU rRNA gene. Under unperturbed operating conditions, stable function was accompanied by high constancy and low variability of community structure with the majority of terminal restriction fragments (T-RFs) appearing throughout operation at consistent relative abundances. Several of the consistently present T-RFs correlated with clone sequences closely related to Acidovorax (98% similarity), Dechloromonas (99% similarity), and Zoogloea (98% similarity), genera recently identified by molecular analyses of similar systems. Significant changes in community structure and function were not observed after the shutdown period. In contrast, following the increase in loading rate and the mechanical disturbances, new T-RFs appeared. After both mechanical disturbances, function and community structure recovered. However, function was much more resilient than community structure. The similarity of response to the mechanical disturbances despite differences in community structure and operating conditions suggests that flexible community structure and potentially the activity of minor members under nonperturbation conditions promotes system recovery.
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Affiliation(s)
- M Gentile
- Department of Civil and Environmental Engineering, Stanford University, Stanford, CA, USA
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40
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Characterization of Fe(III)-reducing enrichment cultures and isolation of Fe(III)-reducing bacteria from the Savannah River site, South Carolina. Res Microbiol 2006; 157:772-83. [PMID: 16730954 DOI: 10.1016/j.resmic.2006.04.001] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2006] [Revised: 04/03/2006] [Accepted: 04/10/2006] [Indexed: 11/22/2022]
Abstract
The Savannah River site, South Carolina (SRS), has been subjected to heavy metal and radionuclide contamination. Dissimilatory Fe(III)-reducing bacteria, by reducing insoluble Fe(III) to soluble Fe(II), may enhance contaminant mobility through subsurface environments. In order to investigate populations of the indigenous iron-reducing microbes from the SRS, duplicate enrichment cultures were initiated using a 10% inoculum of 7 sediment/soil samples, and serial dilutions were made into Wolfe's minimal salts media amended with 50 mM Fe(III) floc, 10 mM acetate and 0.01% yeast extract. Terminal restriction fragment length polymorphism (T-RFLP) analysis was used to generate fingerprints of the cultures and track changes in the microbial communities through the dilutions. Cluster analysis determined the relatedness of individual fingerprints. Initial enrichment cultures exhibited complex fingerprints consisting of many individual T-RF peaks, and demonstrated low similarity between sites. After four serial dilutions the fingerprints were less complex and clustered at higher similarities. Several individual T-RF peaks became dominant in a majority of the fingerprints. Cloning and sequence analysis revealed the presence of microbes closely related to Clostridium and Bacillus species and to known iron reducers such as Geobacter species and Pantoea agglomerans. Several Fe(III)-reducing isolates related to Aeromonas, Bacillus and Clostridium species were obtained.
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Dinoto A, Suksomcheep A, Ishizuka S, Kimura H, Hanada S, Kamagata Y, Asano K, Tomita F, Yokota A. Modulation of rat cecal microbiota by administration of raffinose and encapsulated Bifidobacterium breve. Appl Environ Microbiol 2006; 72:784-92. [PMID: 16391119 PMCID: PMC1352276 DOI: 10.1128/aem.72.1.784-792.2006] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
To investigate the effects of administration of raffinose and encapsulated Bifidobacterium breve JCM 1192T cells on the rat cecal microbiota, in a preclinical synbiotic study groups of male WKAH/Hkm Slc rats were fed for 3 weeks with four different test diets: basal diet (group BD), basal diet supplemented with raffinose (group RAF), basal diet supplemented with encapsulated B. breve (group CB), and basal diet supplemented with both raffinose and encapsulated B. breve (group RCB). The bacterial populations in cecal samples were determined by fluorescence in situ hybridization (FISH) and terminal restriction fragment length polymorphism (T-RFLP). B. breve cells were detected only in the RCB group and accounted for about 6.3% of the total cells as determined by FISH analysis. B. breve was also detected only in the RCB group by T-RFLP analysis. This was in contrast to the CB group, in which no B. breve signals were detected by either FISH or T-RFLP. Increases in the sizes of the populations of Bifidobacterium animalis, a Bifidobacterium indigenous to the rat, were observed in the RAF and RCB groups. Principal-component analysis of T-RFLP results revealed significant alterations in the bacterial populations of rats in the RAF and RCB groups; the population in the CB group was similar to that in the control group (group BD). To the best of our knowledge, these results provide the first clear picture of the changes in the rat cecal microbiota in response to synbiotic administration.
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Affiliation(s)
- Achmad Dinoto
- Laboratory of Microbial Resources and Ecology, Graduate School of Agriculture, Hokkaido University, Kita-9 Nishi-9, Kita-ku, Sapporo, Hokkaido 060-8589, Japan
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42
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Hewson I, Fuhrman JA. Improved strategy for comparing microbial assemblage fingerprints. MICROBIAL ECOLOGY 2006; 51:147-53. [PMID: 16437287 DOI: 10.1007/s00248-005-0144-9] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2005] [Accepted: 09/19/2005] [Indexed: 05/06/2023]
Abstract
Microbial fingerprinting techniques permit the rapid visualization of entire assemblages in single assays, allowing direct comparison of communities in different samples, where the null hypothesis of such analyses is that all samples are the same. The comparison of fingerprints relies upon the precise estimation of all amplified DNA fragment lengths, which correspond to operational taxonomic units (OTU; analogous, but not equal to, a taxon in macroorganism studies). However, computer interpolation of size standards (and consequently OTU size calling) can be imprecise between gel runs, which can lead to imprecise calculation of similarity indices between multiple assemblages. To account for OTU size calling imprecision, all fragments within a range of sizes (a window) can be combined (i.e., "binned") where the window is as wide as the imprecision of OTU size calling. However, artifacts may occur upon binning samples that may cause samples to appear less similar to each other, caused by splitting of OTU between adjacent bin windows. In this work we present an improved binning technique that accounts for OTU size calling imprecision in the comparison of multiple fingerprints. This technique comprises binning all pairwise comparisons in multiple bin window frames, where the starting size of the window (i.e., frame) is shifted by +1 bp for a total of x frames, where x bp is the width of the maximum bin window size in any binning scheme. Pairwise similarity indices between different community fingerprints are calculated for each of the x frames. To best address the null hypothesis of the community comparison, the maximum similarity value of all x frames is then used in downstream analyses to compare the communities. We believe this binning technique provides the most accurate and least biased comparison between different microbial fingerprints.
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Affiliation(s)
- Ian Hewson
- Department of Biological Sciences, University of Southern California, 3616 Trousdale Pkwy AHF 107, Los Angeles, CA 90089-0371, USA.
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44
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Fogarty LR, Voytek MA. Comparison of bacteroides-prevotella 16S rRNA genetic markers for fecal samples from different animal species. Appl Environ Microbiol 2005; 71:5999-6007. [PMID: 16204514 PMCID: PMC1265916 DOI: 10.1128/aem.71.10.5999-6007.2005] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
To effectively manage surface and ground waters it is necessary to improve our ability to detect and identify sources of fecal contamination. We evaluated the use of the anaerobic bacterial group Bacteroides-Prevotella as a potential fecal indicator. Terminal restriction length polymorphism (T-RFLP) of the 16S rRNA genes from this group was used to determine differences in populations and to identify any unique populations in chickens, cows, deer, dogs, geese, horses, humans, pigs, and seagulls. The group appears to be a good potential fecal indicator in all groups tested except for avians. Cluster analysis of Bacteroides-Prevotella community T-RFLP profiles indicates that Bacteroides-Prevotella populations from samples of the same host species are much more similar to each other than to samples from different source species. We were unable to identify unique peaks that were exclusive to any source species; however, for most host species, at least one T-RFLP peak was identified to be more commonly found in that species, and a combination of peaks could be used to identify the source. T-RFLP profiles obtained from water spiked with known-source feces contained the expected diagnostic peaks from the source. These results indicate that the approach of identifying Bacteroides-Prevotella molecular markers associated with host species might be useful in identifying sources of fecal contamination in the environment.
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Affiliation(s)
- Lisa R Fogarty
- U.S. Geological Survey, Water Resources Discipline, National Research Program, MS430, 12201 Sunrise Valley Dr., Reston, VA 20192, USA
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45
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Tannock GW. New perceptions of the gut microbiota: implications for future research. Gastroenterol Clin North Am 2005; 34:361-82, vii. [PMID: 16084302 DOI: 10.1016/j.gtc.2005.05.006] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2023]
Affiliation(s)
- Gerald W Tannock
- Department of Microbiology and Immunology, University of Otago, 720 Cumberland Street, PO Box 56, Dunedin, New Zealand.
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Abstract
OBJECTIVES The application of molecular, mainly 16S ribosomal RNA (rRNA)-based approaches enables researchers to bypass the cultivation step and has proven its usefulness in studying the microbial composition in a variety of ecosystems, including the human oral cavity. In this mini-review, we describe the impact of these culture-independent approaches on our knowledge of the ecology of the human oral cavity and provide directions for future studies that should emphasize the role of specific strains, species and groups of microbes in periodontal disease. MATERIALS AND METHODS Recent findings are summarized to elucidate the relationship between periodontal disease and human oral microbiota, including as-yet-to-be-cultured organisms. RESULTS The real-time polymerase chain reaction (PCR) method was developed to detect and quantify periodontopathic bacteria, such as Actinobacillus actinomycetemcomitans, Porphyromonas gingivalis, Prevotella intermedia, Tannerella forsythensis (formerly Bacteroides forsythus) and Treponema denticola. The checkerboard DNA-DNA hybridization technique allowed enumeration of large numbers of species in very large numbers of samples. 16S rRNA gene clone library analysis revealed the diversity of human oral microbiota and the existence of as-yet-to-be-cultured organisms that are presumed periodontal pathogens. In addition, terminal restriction fragment length polymorphism (T-RFLP) analysis was applied for assessment of diversity of human oral microbiota. CONCLUSION Culture-independent approaches are useful for studying the microbial ecology in the human oral cavity and should be useful in the future to elucidate the etiology of periodontal disease.
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Affiliation(s)
- Mitsuo Sakamoto
- Microbe Division/Japan Collection of Microorganisms, RIKEN BioResource Center, Wako, Saitama, Japan.
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47
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Smith CJ, Danilowicz BS, Clear AK, Costello FJ, Wilson B, Meijer WG. T-Align, a web-based tool for comparison of multiple terminal restriction fragment length polymorphism profiles. FEMS Microbiol Ecol 2005; 54:375-80. [PMID: 16332335 DOI: 10.1016/j.femsec.2005.05.002] [Citation(s) in RCA: 203] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2005] [Revised: 04/25/2005] [Accepted: 05/01/2005] [Indexed: 11/22/2022] Open
Abstract
Terminal restriction fragment length polymorphism (tRFLP) is a potentially high-throughput method for the analysis of complex microbial communities. Comparison of multiple tRFLP profiles to identify shared and unique components of microbial communities however, is done manually, which is both time consuming and error prone. This paper describes a freely accessible web-based program, T-Align (http://inismor.ucd.ie/~talign/), which addresses this problem. Initially replicate profiles are compared and used to generate a single consensus profile containing only terminal restriction fragments that occur in all replicate profiles. Subsequently consensus profiles representing different communities are compared to produce a list showing whether a terminal restriction fragment (TRF) is present in a particular sample and its relative fluorescence intensity. The use of T-Align thus allows rapid comparison of numerous tRFLP profiles. T-Align is demonstrated by alignment of tRFLP profiles generated from bacterioplankton communities collected from the Irish and Celtic Seas in November 2000. Ubiquitous TRFs and site-specific TRFs were identified using T-Align.
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Affiliation(s)
- Cindy J Smith
- Department of Zoology, University College Dublin, Dublin 4, Ireland
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Jernberg C, Sullivan A, Edlund C, Jansson JK. Monitoring of antibiotic-induced alterations in the human intestinal microflora and detection of probiotic strains by use of terminal restriction fragment length polymorphism. Appl Environ Microbiol 2005; 71:501-6. [PMID: 15640226 PMCID: PMC544233 DOI: 10.1128/aem.71.1.501-506.2005] [Citation(s) in RCA: 62] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Terminal restriction fragment length polymorphism (T-RFLP) was investigated as a tool for monitoring the human intestinal microflora during antibiotic treatment and during ingestion of a probiotic product. Fecal samples from eight healthy volunteers were taken before, during, and after administration of clindamycin. During treatment, four subjects were given a probiotic, and four subjects were given a placebo. Changes in the microbial intestinal community composition and relative abundance of specific microbial populations in each subject were monitored by using viable counts and T-RFLP fingerprints. T-RFLP was also used to monitor specific bacterial populations that were either positively or negatively affected by clindamycin. Some dominant bacterial groups, such as Eubacterium spp., were easily monitored by T-RFLP, while they were hard to recover by cultivation. Furthermore, the two probiotic Lactobacillus strains were easily tracked by T-RFLP and were shown to be the dominant Lactobacillus community members in the intestinal microflora of subjects who received the probiotic.
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Affiliation(s)
- Cecilia Jernberg
- Section for Natural Sciences, Södertörn University College, Huddinge, Sweden
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Sakata S, Tonooka T, Ishizeki S, Takada M, Sakamoto M, Fukuyama M, Benno Y. Culture-independent analysis of fecal microbiota in infants, with special reference toBifidobacteriumspecies. FEMS Microbiol Lett 2005; 243:417-23. [PMID: 15686844 DOI: 10.1016/j.femsle.2005.01.002] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2004] [Revised: 12/24/2004] [Accepted: 01/03/2005] [Indexed: 11/18/2022] Open
Abstract
Fecal microbiota of 31 breast-fed, 26 mix-fed, and 11 bottle-fed infants were analyzed by using terminal restriction fragment length polymorphism (T-RFLP), and culture method. We first determined the total and cultivated bacterial counts in infant fecal microbiota. Only approximately 30% of bacteria present in fecal microbiota were cultivable while the remainder was yet-to-be cultured bacteria. Sixty-eight fecal samples were divided into two clusters (I and II) by T-RFLP analysis, and then subdivided into five subclusters (Ia, Ib, IIa, IIb and IIc). There was no clear relationship between clusters and feeding method. A proportion of bifidobacteria was detected in the fecal material by PCR method using species-specific primers. The predominant Bifidobacterium spp. was Bifidobacterium longum longum type (43 samples (63.2%)), followed by B. longum infantis type (23 samples (33.8%)) and B. breve (16 samples (23.5%)). The distribution of Bifidobacterium spp. was similar in the three feeding groups. In contrast, the high incidence of B. breve in cluster I, especially subcluster Ia and B. longum longum type in cluster II, especially subcluster IIa and IIc were characterized by T-RFLP method. Our results showed that the colonization of Bifidobacterium spp. in infant feces correlated with the T-RFLP clusters.
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Affiliation(s)
- Shinji Sakata
- Microbe Division/Japan Collection of Microorganisms, RIKEN BioResource Center, Wako, Saitama 351-0198, Japan.
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Wang M, Ahrné S, Antonsson M, Molin G. T-RFLP combined with principal component analysis and 16S rRNA gene sequencing: an effective strategy for comparison of fecal microbiota in infants of different ages. J Microbiol Methods 2004; 59:53-69. [PMID: 15325753 DOI: 10.1016/j.mimet.2004.06.002] [Citation(s) in RCA: 74] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2004] [Accepted: 06/01/2004] [Indexed: 01/08/2023]
Abstract
The fecal microbiota of two healthy Swedish infants was monitored over time by terminal restriction fragment length polymorphism (T-RFLP) analysis of amplified 16S rRNA genes. Principal component analysis (PCA) of the T-RFLP profiles revealed that the fecal flora in both infants was quite stable during breast-feeding and a major change occurred after weaning. The two infants had different sets of microbiota at all sampling time points. 16S rDNA clone libraries were constructed and the predominant terminal restriction fragments (T-RFs) were identified by comparing T-RFLP patterns in the fecal community with that of corresponding 16S rDNA clones. Sequence analysis indicated that the infants were initially colonized mostly by members of Enterobacteriaceae, Veillonella, Enterococcus, Streptococcus, Staphylococcus and Bacteroides. The members of Enterobacteriaceae and Bacteroides were predominant during breast-feeding in both infants. However, Enterobacteriaceae decreased while members of clostridia increased after weaning. T-RFLP in combination with PCA and 16S rRNA gene sequencing was shown to be an effective strategy for comparing fecal microbiota in infants and pointing out the major changes.
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Affiliation(s)
- M Wang
- Laboratory of Food Hygiene, Department of Food Technology, Engineering and Nutrition, P.O. Box 124, Lund SE-22100, Sweden
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