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1.
NPJ Biofilms Microbiomes ; 9(1): 80, 2023 Oct 14.
Article in English | MEDLINE | ID: mdl-37838684

ABSTRACT

Probiotics often acquire potentially adaptive mutations in vivo, gaining new functional traits through gut selection. While both the host and microbiome can contribute to probiotics' genetic evolution, separating the microbiome and the host's contribution to such selective pressures remains challenging. Here, we introduced germ-free (GF) and specific pathogen-free (SPF) mouse models to track how probiotic strains, i.e., Lactiplantibacillus plantarum HNU082 (Lp082) and Bifidobacterium animalis subsp. lactis V9 (BV9), genetically evolved under selection pressures derived from host factors alone and both host and microbial ecological factors. Notably, compared to the genome of a probiotic strain before consumption, the host only elicited <15 probiotic mutations in probiotic genomes that emerged in the luminal environment of GF mice, while a total of 840 mutations in Lp082 mutants and 21,579 mutations in BV9 were found in SPF mice, <0.25% of those derived from both factors that were never captured by other experimental evolution studies, indicating that keen microbial competitions exhibited the predominant evolutionary force in shaping probiotic genetic composition (>99.75%). For a given probiotic, functional genes occurring in potentially adaptive mutations induced by hosts (GF mice) were all shared with those found in mutants of SPF mice. Collectively, the native microbiome consistently drove a more rapid and divergent genetic evolution of probiotic strains in seven days of colonization than host factors did. Our study further laid a theoretical foundation for genetically engineering probiotics for better gut adaptation through in vitro artificial gut ecosystems without the selection pressures derived from host factors.


Subject(s)
Gastrointestinal Microbiome , Microbiota , Probiotics , Mice , Animals
2.
Food Funct ; 14(12): 5820, 2023 Jun 19.
Article in English | MEDLINE | ID: mdl-37292038

ABSTRACT

Correction for 'Deep Shotgun metagenomic and 16S rRNA analysis revealed the microbial diversity of lactic acid bacteria in traditional fermented foods of eastern Hainan, China' by Yuqing Wu et al., Food Funct., 2022, 13, 12938-12952, https://doi.org/10.1039/D2FO02501A.

3.
Int J Biol Macromol ; 243: 125229, 2023 Jul 15.
Article in English | MEDLINE | ID: mdl-37301339

ABSTRACT

The objective of this study was to simultaneously extract passion fruit (Passiflora edulis) peel pectins and phenolics using deep eutectic solvents, to evaluate their physicochemical properties and antioxidant activity. By taking L-proline: citric acid (Pro-CA) as the optimal solvent, the effect of extraction parameters on the yields of extracted passion fruit peel pectins (PFPP) and total phenolic content (TPC) was explored by response surfaces methodology (RSM). A maximum pectin yield (22.63%) and the highest TPC (9.68 mg GAE/g DW) were attained under 90 °C, extraction solvent pH = 2, extraction time of 120 min and L/S ratio of 20 mL/g. In addition, Pro-CA-extracted pectins (Pro-CA-PFPP) and HCl-extracted pectins (HCl-PFPP) were subjected to high performance gel permeation chromatography (HPGPC), Fourier transform infrared spectroscopy (FT-IR), thermogram analysis (TG/DTG) and rheological measurements. Results verified that the Mw and thermal stability of Pro-CA-PFPP were higher than those of HCl-PFPP. The PFPP solutions featured a non-Newtonian behavior, and compared with commercially pectin solution, PFPP solution exhibited a stronger antioxidant activity. Additionally, passion fruit peel extract (PFPE) exhibited stronger antioxidant effects than PFPP. The results of ultra-performance liquid chromatography hybrid triple quadrupole-linear ion trap mass spectrometry (UPLC-Qtrap-MS) and high performance liquid chromatography (HPLC) analysis showed that (-)-epigallocatechin, gallic acid, epicatechin, kaempferol-3-O-rutin and myricetin were the main phenolic compounds in PFPE and PFPP. Our results suggest that Pro-CA can be considered as an eco-friendly solvent for high-efficient extraction of high-value compounds from agricultural by-products.


Subject(s)
Passiflora , Pectins , Pectins/chemistry , Antioxidants/chemistry , Passiflora/chemistry , Fruit/chemistry , Spectroscopy, Fourier Transform Infrared , Phenols/analysis , Solvents/chemistry
4.
Food Funct ; 13(24): 12938-12952, 2022 Dec 13.
Article in English | MEDLINE | ID: mdl-36448340

ABSTRACT

The eastern part of Hainan, China, has a flat terrain and a suitable climate with abundant sunshine and rain. This unique environment makes the tropical microbial resources of natural fermented food unique and rich. Therefore, we combined Shotgun metagenomic sequencing, 16S rRNA sequencing and pure culture technology to analyze the microbial diversity, microbiota composition, species differences and correlation of 30 traditional fermented food samples collected from Wenchang, Qionghai, Wanning and Lingshui in the eastern part of Hainan province, and isolated, identified and preserved the microorganisms in them. The results showed that the microbial community structure differs significantly between samples from different regions and between different substrates. The alpha diversity of microorganisms in traditional fermented foods in the Wanning area was higher than those of the other three areas. The beta diversity indicated that the microbiota structural difference between Wanning and Qionghai was smaller. This is consistent with the fact that the precipitation in the Wanning area is the highest and similar to that of Qionghai. The alpha diversity of microorganisms was the highest in fermented vegetables, followed by fermented grains, and the lowest in fermented seafood. Beta diversity showed that the microbiota composition of fermented grains and fermented vegetables is very similar, but that of fermented seafood is significantly different. The results of microbiota structural analysis showed that firmicutes and proteobacteria are the dominant bacterial phyla, and Lactobacillus plantarum and Lactobacillus fermentum are the dominant species in traditional fermented foods in eastern Hainan. Lactic acid bacteria are the dominant species in traditional fermented foods from the eastern Hainan region of China, regardless of the substrate used in fermentation. According to the microbial functional characteristics, the microbial metabolism and biosynthesis pathways in traditional fermented foods in Hainan tend to be active. In addition, combined with pure culture technology, we isolated, identified and preserved 342 lactic acid bacteria strains from traditional fermented food in eastern Hainan province. This study helped us understand the different characteristics of microbial communities in tropical southern China and supplement the Lactobacillus species resource pool in tropical southern China. Moreover, it provided new insights and directions for the development and utilization of fermented foods.


Subject(s)
Fermented Foods , Lactobacillales , RNA, Ribosomal, 16S/genetics , Lactobacillales/genetics , Food Microbiology , Fermented Foods/microbiology , Metagenomics , Fermentation , China
6.
Microbiol Spectr ; 9(3): e0009021, 2021 12 22.
Article in English | MEDLINE | ID: mdl-34935421

ABSTRACT

With the increasing prevalence of colorectal cancer (CRC), extending the present biomarkers for the diagnosis of colorectal cancer is crucial. Previous studies have highlighted the importance of bacteriophages in gastrointestinal diseases, suggesting the potential value of gut phageome in early CRC diagnostic. Here, based on 317 metagenomic samples of three discovery cohorts collected from China (Hong Kong), Austria, and Japan, five intestinal bacteriophages, including Fusobacterium nucleatum, Peptacetobacter hiranonis, and Parvimonas micra phages were identified as potential CRC biomarkers. The five CRC enriched bacteriophagic markers classified patients from controls with an area under the receiver-operating characteristics curve (AUC) of 0.8616 across different populations. Subsequently, we used a total of 80 samples from China (Hainan) and Italy for validation. The AUC of the validation cohort is 0.8197. Moreover, to further explore the specificity of the five intestinal bacteriophage biomarkers in a broader background, we performed a confirmatory meta-analysis using two inflammatory bowel disease cohorts, ulcerative colitis (UC) and Crohn's disease (CD). Excitingly, we observed that the five CRC-enriched phage markers also exhibited high discrimination in UC (AUC = 78.02%). Unfortunately, the five CRC-rich phage markers did not show high resolution in CD (AUC = 48.00%). The present research expands the potential of microbial biomarkers in CRC diagnosis by building a more accurate classification model based on the human gut phageome, providing a new perspective for CRC gut phagotherapy. IMPORTANCE Worldwide, by 2020, colorectal cancer has become the third most common cancer after lung and breast cancer. Phages are strictly host-specific, and this specificity makes them more accurate as biomarkers, but phage biomarkers for colorectal cancer have not been thoroughly explored. Therefore, it is crucial to extend the existing phage biomarkers for the diagnosis of colorectal cancer. Here, we innovatively constructed a relatively accurate prediction model, including: three discovery cohorts, two additional validation cohorts and two cross-disease cohorts. A total of five possible biomarkers of intestinal bacteriophages were obtained. They are Peptacetobacter hiranonis Phage, Fusobacterium nucleatum animalis 7_1 Phage, Fusobacterium nucleatum polymorphum Phage, Fusobacterium nucleatum animalis 4_8 Phage, and Parvimonas micra Phage. This study aims at identifying fine-scale species-strain level phage biomarkers for colorectal cancer diseases, so as to expand the existing CRC biomarkers and provide a new perspective for intestinal phagocytosis therapy of colorectal cancer.


Subject(s)
Bacteriophages/isolation & purification , Colorectal Neoplasms/virology , Virome , Austria , Bacteriophages/classification , Bacteriophages/genetics , Biomarkers, Tumor , China , Cohort Studies , Colitis, Ulcerative/virology , Crohn Disease/virology , Feces/virology , Gastrointestinal Tract/virology , Humans , Japan , Metagenome
7.
Commun Biol ; 4(1): 1198, 2021 10 18.
Article in English | MEDLINE | ID: mdl-34663913

ABSTRACT

The adaptive evolution in indigenous intestinal microbes derived from probiotics is critical to safety and efficacy evaluation of probiotics, yet it is still largely underexplored. Here, through 11 publicly accessible datasets, we demonstrated that probiotic consumption can lead to widespread single-nucleotide variants (SNVs) in the native microbiota. Interestingly, the same probiotic strains introduced far more SNVs in mouse gut than humans. Furthermore, the pattern of probiotics-induced SNVs was highly probiotic-strain specific, and 17 common SNVs in Faecalibacterium prausnitzii genome were identified cross studies, which might lead to changes in bacterial protein structure. Further, nearly 50% of F. prausnitzii SNVs can be inherited for six months in an independent human cohort, whereas the other half only transiently occurred. Collectively, our study substantially extended our understanding of co-evolution of the probiotics and the indigenous gut microbiota, highlighting the importance of assessment of probiotics efficacy and safety in an integrated manner.


Subject(s)
Adaptation, Biological , Bacteria/genetics , Gastrointestinal Microbiome/drug effects , Mutation , Probiotics/administration & dosage , Animals , Female , Humans , Male , Mice
8.
Commun Biol ; 4(1): 1046, 2021 09 07.
Article in English | MEDLINE | ID: mdl-34493790

ABSTRACT

Graves' disease (GD) is an autoimmune disorder that frequently results in hyperthyroidism and other symptoms. Here, we designed a 6-month study with patients divided into three treatment groups, namely, methimazole (MI, n = 8), MI + black bean (n = 9) and MI + probiotic Bifidobacterium longum (n = 9), to evaluate the curative effects of probiotics supplied with MI on thyroid function of patients with GD through clinical index determination and intestinal microbiota metagenomic sequencing. Unsurprisingly, MI intake significantly improved several thyroid indexes but not the most important thyrotropin receptor antibody (TRAb), which is an indicator of the GD recurrence rate. Furthermore, we observed a dramatic response of indigenous microbiota to MI intake, which was reflected in the ecological and evolutionary scale of the intestinal microbiota. In contrast, we did not observe any significant changes in the microbiome in the MI + black bean group. Similarly, the clinical thyroid indexes of patients with GD in the probiotic supplied with MI treatment group continued to improve. Dramatically, the concentration of TRAb recovered to the healthy level. Further mechanistic exploration implied that the consumed probiotic regulated the intestinal microbiota and metabolites. These metabolites impacted neurotransmitter and blood trace elements through the gut-brain axis and gut-thyroid axis, which finally improved the host's thyroid function.


Subject(s)
Antithyroid Agents/pharmacology , Bifidobacterium longum/chemistry , Graves Disease/drug therapy , Methimazole/pharmacology , Probiotics/pharmacology , Thyroid Gland/drug effects , Adult , Antithyroid Agents/administration & dosage , Brain-Gut Axis/drug effects , Female , Humans , Male , Methimazole/administration & dosage , Middle Aged , Probiotics/administration & dosage
9.
Microbiome ; 9(1): 151, 2021 06 30.
Article in English | MEDLINE | ID: mdl-34193290

ABSTRACT

BACKGROUND: Improving probiotic engraftment in the human gut requires a thorough understanding of the in vivo adaptive strategies of probiotics in diverse contexts. However, for most probiotic strains, these in vivo genetic processes are still poorly characterized. Here, we investigated the effects of gut selection pressures from human, mice, and zebrafish on the genetic stability of a candidate probiotic Lactiplantibacillus plantarum HNU082 (Lp082) as well as its ecological and evolutionary impacts on the indigenous gut microbiota using shotgun metagenomic sequencing in combination with isolate resequencing methods. RESULTS: We combined both metagenomics and isolate whole genome sequencing approaches to systematically study the gut-adaptive evolution of probiotic L. plantarum and the ecological and evolutionary changes of resident gut microbiomes in response to probiotic ingestion in multiple host species. Independent of host model, Lp082 colonized and adapted to the gut by acquiring highly consistent single-nucleotide mutations, which primarily modulated carbohydrate utilization and acid tolerance. We cultivated the probiotic mutants and validated that these gut-adapted mutations were genetically stable for at least 3 months and improved their fitness in vitro. In turn, resident gut microbial strains, especially competing strains with Lp082 (e.g., Bacteroides spp. and Bifidobacterium spp.), actively responded to Lp082 engraftment by accumulating 10-70 times more evolutionary changes than usual. Human gut microbiota exhibited a higher ecological and genetic stability than that of mice. CONCLUSIONS: Collectively, our results suggest a highly convergent adaptation strategy of Lp082 across three different host environments. In contrast, the evolutionary changes within the resident gut microbes in response to Lp082 were more divergent and host-specific; however, these changes were not associated with any adverse outcomes. This work lays a theoretical foundation for leveraging animal models for ex vivo engineering of probiotics to improve engraftment outcomes in humans. Video abstract.


Subject(s)
Gastrointestinal Microbiome , Microbiota , Probiotics , Animals , Bifidobacterium , Humans , Mice , Zebrafish
10.
Foods ; 10(6)2021 Jun 21.
Article in English | MEDLINE | ID: mdl-34205515

ABSTRACT

Approximately 17 million people suffer from cardiovascular diseases caused by hyperlipidemia, making it a serious global health concern. Among others, resistant starch (RS) has been widely used as a prebiotic in managing hyperlipidemia conditions. However, some studies have reported limited effects of RS on body weight and blood lipid profile of the host, suggesting further investigation on the synergistic effects of RS in combination with probiotics as gut microbes plays a role in lipid metabolism. This study evaluated the effects of jackfruit seed sourced resistant starch (JSRS) as a novel RS on mice gut microbes and hyperlipidemia by performing 16s rRNA and shotgun metagenomic sequencing. The results showed that 10% JSRS had a limited preventive effect on bodyweight and serum lipid levels. However, the JSRS promoted the growth of Bifidobacterium pseudolongum, which indicated the ability of B. pseudolongum for JSRS utilization. In the validation experiment, B. pseudolongum interacted with JSRS to significantly reduce bodyweight and serum lipid levels and had a therapeutic effect on hepatic steatosis in mice. Collectively, this study revealed the improvements of hyperlipidemia in mice by the synergistic effects of JSRS and B. pseudolongum, which will help in the development of "synbiotics" for the treatment of hyperlipidemia in the future.

11.
Front Cell Dev Biol ; 9: 678190, 2021.
Article in English | MEDLINE | ID: mdl-34095150

ABSTRACT

Melatonin has been widely used as a "probiotic agent" capable of producing strong neurotransmitter secretion regulatory effects, and the microbiota-gut-brain axis-related studies have also highlighted the role of the gut microbiota in neuromodulation. In the present study, a zebrafish neural hyperactivity model was established using caffeine induction to explore the regulatory effects of melatonin and probiotic on neurotransmitter secretion disorder in zebrafish. Disorders of brain neurotransmitter secretion (dopamine, γ-aminobutyric acid, and 5-hydroxytryptamine) caused by caffeine were improved after interference treatment with melatonin or probiotic. Shotgun metagenomic sequencing demonstrated that the melatonin-treated zebrafish gradually restored their normal intestinal microbiota and metabolic pathways. Germ-free (GF) zebrafish were used to verify the essential role of intestinal microbes in the regulation of neurotransmitter secretion. The results of the neurotransmitter and short-chain fatty acid determination revealed that the effect on the zebrafish in the GF group could not achieve that on the zebrafish in the melatonin group after adding the same dose of melatonin. The present research revealed the potential mode of action of melatonin through the microbiota-gut-brain axis to regulate the disruption of neurotransmitter secretion, supporting the future development of psychotropic drugs targeting the intestinal microbiota.

12.
ISME J ; 15(11): 3399-3411, 2021 11.
Article in English | MEDLINE | ID: mdl-34079079

ABSTRACT

Graves' Disease is the most common organ-specific autoimmune disease and has been linked in small pilot studies to taxonomic markers within the gut microbiome. Important limitations of this work include small sample sizes and low-resolution taxonomic markers. Accordingly, we studied 162 gut microbiomes of mild and severe Graves' disease (GD) patients and healthy controls. Taxonomic and functional analyses based on metagenome-assembled genomes (MAGs) and MAG-annotated genes, together with predicted metabolic functions and metabolite profiles, revealed a well-defined network of MAGs, genes and clinical indexes separating healthy from GD subjects. A supervised classification model identified a combination of biomarkers including microbial species, MAGs, genes and SNPs, with predictive power superior to models from any single biomarker type (AUC = 0.98). Global, cross-disease multi-cohort analysis of gut microbiomes revealed high specificity of these GD biomarkers, notably discriminating against Parkinson's Disease, and suggesting that non-invasive stool-based diagnostics will be useful for these diseases.


Subject(s)
Gastrointestinal Microbiome , Graves Disease , Biomarkers , Feces , Gastrointestinal Microbiome/genetics , Humans , Metagenome
13.
Front Immunol ; 12: 826067, 2021.
Article in English | MEDLINE | ID: mdl-35082799

ABSTRACT

Graves' disease, a typical metabolism disorder, causes diffuse goiter accompanied by ocular abnormalities and ocular dysfunction. Although methimazole (MI) is a commonly used drug for the treatment of GD, the efficacy of methimazole is only limited to the control of clinical indicators, and the side effects of MI should be seriously considered. Here, we designed a 6-month clinical trial that divided the patients into two groups: a methimazole group (n=8) and a methimazole combined with potential prebiotic berberine group (n=10). The effects of both treatments on thyroid function and treatment outcomes in patients with GD were assessed by thyroid index measurements and gut microbiota metagenomic sequencing. The results showed that the addition of berberine restored the patients' TSH and FT3 indices to normal levels, whereas MI alone restored only FT3. In addition, TRAb was closer to the healthy threshold at the end of treatment with the drug combination. MI alone failed to modulate the gut microbiota of the patients. However, the combination of berberine with methimazole significantly altered the microbiota structure of the patients, increasing the abundance of the beneficial bacteria Lactococcus lactis while decreasing the abundance of the pathogenic bacteria Enterobacter hormaechei and Chryseobacterium indologenes. Furthermore, further mechanistic exploration showed that the addition of berberine resulted in a significant upregulation of the synthesis of enterobactin, which may have increased iron functioning and thus restored thyroid function. In conclusion, methimazole combined with berberine has better efficacy in patients with GD, suggesting the potential benefit of berberine combined with methimazole in modulating the composition of intestinal microbes in the treatment of GD, providing new strong evidence for the effectiveness of combining Chinese and Western drugs from the perspective of modulating the intestinal microbiota.


Subject(s)
Berberine/therapeutic use , Gastrointestinal Microbiome/drug effects , Graves Disease/therapy , Methimazole/therapeutic use , Prebiotics/administration & dosage , Berberine/administration & dosage , Biomarkers , Disease Management , Drug Therapy, Combination , Dysbiosis , Graves Disease/diagnosis , Graves Disease/etiology , Humans , Metabolic Networks and Pathways , Metagenome , Metagenomics/methods , Methimazole/administration & dosage , Models, Biological , Thyroid Function Tests , Treatment Outcome
14.
Tree Physiol ; 41(1): 147-161, 2021 01 09.
Article in English | MEDLINE | ID: mdl-32857860

ABSTRACT

As an important economic crop in tropical areas, Areca catechu L. affects the livelihood of millions of farmers. The Areca yellow leaf phenomenon (AYLP) leads to severe crop losses and plant death. To better understand the relationship of microbes and chlorotic Areca leaves, microbial community structure as well as its correlation with differential metabolites was investigated by high-throughput sequencing and metabolomic approaches. High-throughput sequencing of the internal transcribed spacer 1 and 16S rRNA gene revealed that fungal diversity was dominated by Ascomycota and the bacterial community consisted of Proteobacteria as well as Actinobacteria. The microbiota structure on chlorotic Areca leaves exhibited significant changes based on non-metric multidimensional scaling analysis, which were attributed to 477 bacterial genera and 183 fungal genera. According to the results of the Kruskal-Wallis test, several potential pathogens were enriched on chlorotic Areca leaves. Further analysis based on metabolic pathways predicted by Phylogenetic Investigation of Communities by Reconstruction of Unobserved States revealed the metabolism of half-yellow leaves and yellow leaves microbiota were significantly elevated in amino acid metabolism, carbohydrate metabolism, glycan biosynthesis and metabolism, metabolism of cofactors and vitamins, partial xenobiotics biodegradation and metabolism. Furthermore, 22 significantly variable metabolites in Areca leaves were identified by ultra-performance liquid chromatography-quadrupole-time of flight mass spectrometry and statistical analysis. Moreover, we further investigated the correlation between the predominant microbes and differential metabolites. Taken together, the association between AYLP and microbiome of Areca leaves was explored from the microecological perspective by omics techniques, and these findings provide new insights into possible prevention, monitoring and control of AYLP in the future.


Subject(s)
Areca , Microbiota , Metabolome , Phylogeny , Plant Leaves , RNA, Ribosomal, 16S/genetics
15.
BMC Microbiol ; 20(1): 300, 2020 10 06.
Article in English | MEDLINE | ID: mdl-33023493

ABSTRACT

BACKGROUND: Numerous studies have reported the health-promoting effects of exopolysaccharides (EPSs) in in vitro models; however, a functional evaluation of EPSs will provide additional knowledge of EPS-microbe interactions by in vivo intestinal microbial model. In the present study, high-throughput amplicon sequencing, short-chain fatty acid (SCFAs) and intestinal inflammation evaluation were performed to explore the potential benefits of exopolysaccharides (EPSs) and EPS-producing Lactobacillus (HNUB20 group) using the healthy zebrafish (Danio rerio) model. RESULTS: The results based on microbial taxonomic analysis revealed that the abundance of four genera, Ochrobactrum, Sediminibacterium, Sphingomonas and Sphingobium, were increased in the control group in comparison to HNUB20 group. Pelomonas spp. levels were significantly higher and that of the genera Lactobacillus and Brachybacterium were significantly decreased in EPS group compared with control group. PICRUSt based functional prediction of gut microbiota metabolic pathways indicated that significantly lower abundance was found for transcription, and membrane transport, whereas folding, sorting and degradation and energy metabolism had significantly higher abundance after HNUB20 treatment. Two metabolic pathways, including metabolism and endocrine functions, were more abundant in the EPS group than control group. Similar to the HNUB20 group, transcription was also decreased in the EPS group compared with the control group. However, SCFAs and immune indexes indicated EPS and HNUB20 performed limited efficacy in the healthy zebrafish. CONCLUSIONS: The present intestinal microbial model-based study indicated that EPSs and high-yield EPS-producing Lactobacillus can shake the structure of intestinal microbiota, but cannot change SCFAs presence and intestinal inflammation.


Subject(s)
Gastrointestinal Microbiome/physiology , Intestines/microbiology , Lactobacillus/physiology , Polysaccharides, Bacterial/pharmacology , Zebrafish/microbiology , Actinobacteria/physiology , Animals , Bacteroidetes/physiology , Comamonadaceae/physiology , Fatty Acids, Volatile/metabolism , Female , Male , Metabolic Networks and Pathways/genetics , Ochrobactrum/physiology , Polysaccharides, Bacterial/biosynthesis , Sphingomonadaceae/physiology , Sphingomonas/physiology , Transcription, Genetic
16.
Food Res Int ; 136: 109496, 2020 10.
Article in English | MEDLINE | ID: mdl-32846577

ABSTRACT

Various factors, including those associated with the host and environment, should be considered to further explore the health-promoting effects of probiotics. However, it is important to consider persistence as a basic but crucial factor in the function of probiotics in the gut. To date, few studies have investigated the factors that influence probiotic persistence. To address these challenges, we designed a cohort experiment that included 49 subjects and used the probiotic Bifidobacterium lactis V9 to identify intestinal microbiota related to probiotic persistence based on high-throughput amplicon sequencing. All of the subjects were divided into three groups (Persisters, Temporary and Non-Persisters) according to the detected amount of viable Bifidobacterium lactis V9 in their faeces. Accordingly, the intestinal microbiota fluctuations in the Persisters group were significant and persistent, whereas those observed in the Non-Persisters group were limited. At the genus level, up to seven genera changed significantly in Persisters group, whereas only the genus Anaerobacterium changed significantly in Non-Persisters group throughout the experiment. At baseline, we observed highly distinct microbial alpha diversity and taxonomic features between the Persisters and Non-Persisters groups. A total of 12 genera were associated with probiotic persistence, with Bifidobacterium and eight other genera negatively associated with probiotic persistence and Anaerobacterium, Paraprevotella and Erysipelatoclostridium positively associated with probiotic persistence. Based on these potential biomarkers, an "Anti-Engraftment Index" (AEI) was derived to classify and predict probiotic persistence in test and validation cohorts with high accuracy. However, we also observed that the AEI did not work in other probiotic consumption experiments, indicating that the AEI was strain-specific.


Subject(s)
Bifidobacterium animalis , Gastrointestinal Microbiome , Microbiota , Probiotics , Bifidobacterium , Humans
17.
Gut Microbes ; 12(1): 1785252, 2020 11 09.
Article in English | MEDLINE | ID: mdl-32663059

ABSTRACT

The stable gut microbiome plays a key role in sustaining host health, while the instability of gut microbiome also has been found to be a risk factor of various metabolic diseases. At the ecological and evolutionary scales, the inevitable competition between the ingested probiotic and indigenous gut microbiome can lead to an increase in the instability. It remains largely unclear if and how exogenous prebiotic can improve the overall gut microbiome stability in probiotic consumption. In this study, we used Lactobacillus plantarum HNU082 (Lp082) as a model probiotic to examine the impact of the continuous or pulsed supplementation of galactooligosaccharide (GOS) on the gut microbiome stability in mice using shotgun metagenomic sequencing. Only continuous GOS supplement promoted the growth of probiotic and decreased its single-nucleotide polymorphisms (SNPs) mutation under competitive conditions. Besides, persistent GOS supplementation increased the overall stability, reshaped the probiotic competitive interactions with Bacteroides species in the indigenous microbiome, which was also evident by over-abundance of carbohydrate-active enzymes (CAZymes) accordingly. Also, we identified a total of 793 SNPs arisen in probiotic administration in the indigenous microbiome. Over 90% of them derived from Bacteroides species, which involved genes encoding transposase, CAZymes, and membrane proteins. However, neither GOS supplementation here de-escalated the overall adaptive mutations within the indigenous microbes during probiotic intake. Collectively, our study demonstrated the beneficial effect of continuous prebiotic supplementation on the ecological and genetic stability of gut microbiomes.


Subject(s)
Dietary Supplements , Gastrointestinal Microbiome/drug effects , Oligosaccharides/pharmacology , Probiotics/pharmacology , Animals , Gastrointestinal Microbiome/genetics , Glycoside Hydrolases/genetics , Lactobacillus plantarum/genetics , Lactobacillus plantarum/growth & development , Lactobacillus plantarum/metabolism , Mice , Mutation , Oligosaccharides/administration & dosage , Oligosaccharides/metabolism , Prebiotics/administration & dosage , Probiotics/administration & dosage
18.
PLoS One ; 15(1): e0228496, 2020.
Article in English | MEDLINE | ID: mdl-31999767

ABSTRACT

Intestinal microbiota performed numerous important functions during digestion. The first filial generation (F1) hybrids of Hainan black goats and Saanen goats had different traits, black goats (BG) and white goats (WG), which also brought different production performance. We explored the difference of gut microbiota between black goats and white goats that both belonged to the first filial generation (F1) hybrids. In general, the alpha diversity of the black goat group was significantly higher than the white goat group. The species richness had no significant difference, while the species evenness of BG was higher than WG. Bacteroides, Oscillospira, Alistipes, Ruminococcus, Clostridium and Oscillibacter, as the core gut microbial genera, all had high abundance in BG and WG group. Only the Bacteroides and Bacteroidaceae 5-7N15 were the different genera between the BG and WG group, of which Bacteroides overlapped with the core genera and enriched in the WG group. Besides, PICRUSt analysis showed that there was a high abundance in the secondary metabolic pathways including membrane transport, replication and repair, carbohydrate metabolism and amino acid metabolism. We found the intestinal microbial species of black goats and white goats were very similar for living in the identical growing environment and feeding conditions, but there was still a slight difference in the content. On the one hand, it was proved that the small effect of genotype and the great effect of diet affected the intestinal microbiota together. On the other hand, it was also proved that these different traits of first filial generation (F1) hybrids may not related to gut microbiota and only because of different genotype. Moreover, characterization of the gut microbiota in BG and WG will be useful in goats gut microbiota research.


Subject(s)
Bacteria/classification , Gastrointestinal Microbiome , High-Throughput Nucleotide Sequencing/methods , RNA, Ribosomal, 16S/genetics , Animals , Bacteria/genetics , Bacteria/isolation & purification , DNA, Bacterial/genetics , DNA, Ribosomal/genetics , Goats , Inbreeding , Phylogeny , Secondary Metabolism , Sequence Analysis, DNA
19.
Food Funct ; 10(11): 7164-7173, 2019 Nov 01.
Article in English | MEDLINE | ID: mdl-31596293

ABSTRACT

Potassium sorbate (PS) is a class of bacteriostatic antiseptic agent widely used in the food industry; the effects of its intake on host health are currently unclear. In the present study, zebrafish (Danio rerio) were exposed to 0.1 g L-1 and 1 g L-1 aqueous solutions of PS for 2 weeks to investigate the impact of PS on the microecological balance of the intestinal microbiota and immune system. PS exposure triggered immune regulation of zebrafish, significantly reducing the content of diverse biomarkers in the gut, including Immunoglobulin G (IgG), interleukin-1ß (IL-1ß) and tumor necrosis factor-α (TNF-α). Based on high-throughput sequencing data, it was observed that PS exposure resulted in some destabilization of the microbiome composition of the zebrafish, which mainly manifested as a reduction in the abundance of specific genera and the relative levels of transcription and carbohydrate metabolism related to microbial reproductive ability and activity. These changes were consistent with the activity index of microbiota (AIM), a novel measure that we constructed. Collectively, these results illustrate that PS can affect the immune system of zebrafish by changing the composition and function of the gut microbiota, and inhibiting the metabolism of the intestinal microbiota. Our study offers a new understanding of the toxicity of PS.


Subject(s)
Food Preservatives/toxicity , Gastrointestinal Microbiome/drug effects , Sorbic Acid/toxicity , Zebrafish/immunology , Animals , Immunoglobulin G/genetics , Immunoglobulin G/immunology , Interleukin-1beta/genetics , Interleukin-1beta/immunology , Tumor Necrosis Factor-alpha/genetics , Tumor Necrosis Factor-alpha/immunology , Zebrafish/genetics , Zebrafish/microbiology , Zebrafish Proteins/genetics , Zebrafish Proteins/immunology
20.
Front Microbiol ; 10: 564, 2019.
Article in English | MEDLINE | ID: mdl-30984126

ABSTRACT

Fermented fish, fermented shrimp and fermented crab are traditionally prepared seafoods that are commonly consumed in the Hainan area in China. We studied the microbial diversity and metabolic pathways in traditional fermented seafoods using high-throughput sequencing technology, and based on our previous research, we also compared the differences between fermented seafood and fermented vegetables. The alpha diversity of fermented seafood was higher than that of fermented vegetables and attained the highest level in fermented shrimp. The dominant genera in fermented seafood were different from those of fermented vegetables. Furthermore, we analyzed the 16S rDNA gene polymorphisms (SNPs) of the same dominant species (Lactobacillus plantarum and Lactobacillus fermentum) in two fermented environments, which showed that most of the mutations occurred in fermented vegetables and that fermenting environment might be the major factor for these mutations. This research provides us with new insights into beneficial microbial resources in regard to microbial diversity and genetic polymorphisms and lays a foundation for the subsequent development and utilization of beneficial microorganisms.

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