Gut metagenome associations with extensive digital health data in a volunteer-based EstMB cohort
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PROVIDER: EGAS00001005900 | EGA |
REPOSITORIES: EGA
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Project description:Epithelial Ovarian Cancer (EOC) is the leading cause of gynecologic cancer death. Despite many patients achieving remission with first-line therapy, up to 80% of patients will recur and require additional treatment. Retrospective clinical analysis of OC patients indicates antibiotic use during chemotherapy treatment is associated with poor overall survival. We assessed whether antibiotic (ABX) therapy would impact growth of EOC and sensitivity to cisplatin in murine models. Immune competent or compromised mice were given control or ABX containing water (metronidazole, ampicillin, vancomycin, and neomycin) before being intraperitoneally injected with murine EOC cells. Stool was collected to confirm microbiome disruption and tumors were monitored, and cisplatin therapy was administered weekly until endpoint. EOC tumor-bearing mice demonstrate accelerated tumor growth and resistance to cisplatin therapy in ABX treated compared with nonABX treatment. Stool analysis indicated most gut microbial species were disrupted by ABX treatment except for ABX resistant bacteria. To test for role of the gut microbiome, cecal microbiome transplants (CMTs) of microbiota derived from ABX or nonABX treated mice were used to recolonize the microbiome of ABX treated mice. nonABX cecal microbiome was sufficient to ameliorate the chemoresistance and survival of ABX treated mice indicative of a gut derived tumor suppressor. Mechanistically, tumors from ABX treated compared to nonABX treated mice contained a high frequency of cancer stem cells that were augmented by cisplatin. These studies indicate an intact microbiome provides a gut derived tumor suppressor and maintains chemosensitivity that is disrupted by ABX treatment.
2022-11-01 | GSE200025 | GEO
Project description:The diverse bacterial communities that colonize the gastrointestinal tract play an essential role in maintaining immune homeostasis through the production of critical metabolites such as short chain fatty acids (SCFA), and this can be disrupted by antibiotic use. However, few studies have addressed the effects of specific antibiotics longitudinally on the microbiome and immunity. We evaluated the effects of four specific antibiotics; enrofloxacin, cephalexin, paromomycin, and clindamycin; in healthy female rhesus macaques. All antibiotics disrupted the microbiome, including reduced abundances of fermentative bacteria and increased abundances of potentially pathogenic bacteria, including Enterobacteriaceae in stool, and decreased Helicobacteraceae in the colon. This was associated with decreased SCFAs, indicating altered bacterial metabolism. Importantly, antibiotic use also substantially altered local immune responses, including increased neutrophils and Th17 cells in the colon. Furthermore, we observed increased soluble-CD14 in plasma, indicating microbial translocation. These data provide a longitudinal evaluation of antibiotic-induced changes to the composition and function of colonic bacterial communities, associated with specific alterations in mucosal and systemic immunity.
2020-03-01 | GSE143729 | GEO
Project description:Reprogramming in vivo using OCT4, SOX2, KLF4 and MYC (OSKM) triggers cell dedifferentiation, which is considered of relevance for tissue repair and regeneration. However, little is known about the metabolic requirements of this process. We found that antibiotic depletion of the gut microbiota abolished in vivo reprogramming. Analysis of bacterial metagenomes from stool samples of wild type (WT) and OSKM mice treated with doxycycline led us to identify vitamin B12 as a key factor for in vivo reprogramming, which is partly supplied by the microbiome. We report that B12 demand increases during reprogramming due to enhanced expression of enzymes in the methionine cycle, and supplementing B12 levels both in vitro and in vivo enhances the efficiency of OSKM reprogramming.
2023-08-07 | GSE154149 | GEO
Project description:Mammalian species have co-evolved with intestinal microbial communities that can shape development and adapt to environmental changes, including antibiotic perturbation or nutrient flux. In humans, especially children, microbiota disruption is common, yet the dynamic microbiome recovery from early-life antibiotics is still uncharacterized. Using a mouse model mimicking pediatric antibiotic use, we found that therapeutic-dose pulsed antibiotic treatment (PAT) with a beta-lactam or macrolide altered both host and microbiota development. Early-life PAT accelerated total mass and bone growth, and resulted in progressive changes in gut microbiome diversity, population structure, and metagenomic content, with microbiome effects dependent on the number of courses and class of antibiotic. While control microbiota rapidly adapted to a change in diet, PAT slowed the ecological progression, with delays lasting several months in response to the macrolide. This study identifies key markers of disturbance and recovery, which may help provide therapeutic targets for microbiota restoration following antibiotic treatment. C57BL/6J mice received three antibiotic courses: at days 10-15, 28-31, and 37-40 of life, amoxicillin or tylosin.Livers were collected at age 22 weeks, RNA was extracted, and transcriptional differences were measured by microarray analysis.
2015-05-07 | E-GEOD-68603 | biostudies-arrayexpress
Project description:On going efforts are directed at understanding the mutualism between the gut microbiota and the host in breast-fed versus formula-fed infants. Due to the lack of tissue biopsies, no investigators have performed a global transcriptional (gene expression) analysis of the developing human intestine in healthy infants. As a result, the crosstalk between the microbiome and the host transcriptome in the developing mucosal-commensal environment has not been determined. In this study, we examined the host intestinal mRNA gene expression and microbial DNA profiles in full term 3 month-old infants exclusively formula fed (FF) (n=6) or breast fed (BF) (n=6) from birth to 3 months. Host mRNA microarray measurements were performed using isolated intact sloughed epithelial cells in stool samples collected at 3 months. Microbial composition from the same stool samples was assessed by metagenomic pyrosequencing. Both the host mRNA expression and bacterial microbiome phylogenetic profiles provided strong feature sets that clearly classified the two groups of babies (FF and BF). To determine the relationship between host epithelial cell gene expression and the bacterial colony profiles, the host transcriptome and functionally profiled microbiome data were analyzed in a multivariate manner. From a functional perspective, analysis of the gut microbiota's metagenome revealed that characteristics associated with virulence differed between the FF and BF babies. Using canonical correlation analysis, evidence of multivariate structure relating eleven host immunity / mucosal defense-related genes and microbiome virulence characteristics was observed. These results, for the first time, provide insight into the integrated responses of the host and microbiome to dietary substrates in the early neonatal period. Our data suggest that systems biology and computational modeling approaches that integrate “-omic” information from the host and the microbiome can identify important mechanistic pathways of intestinal development affecting the gut microbiome in the first few months of life. KEYWORDS: infant, breast-feeding, infant formula, exfoliated cells, transcriptome, metagenome, multivariate analysis, canonical correlation analysis 12 samples, 2 groups
2012-03-19 | E-GEOD-31075 | biostudies-arrayexpress
Project description:Dysbiotic configurations of the human gut microbiota have been linked with colorectal cancer (CRC). Human small non-coding RNAs are also implicated in CRC and recent findings suggest that their release in the gut lumen contributes to shape the gut microbiota. Bacterial small RNAs (bsRNAs) may also play a role in carcinogenesis but their role is less explored. Here, we performed small RNA and shotgun sequencing on 80 stool specimens of patients with CRC, or adenomas, and healthy subjects collected in a cross-sectional study to evaluate their combined use as a predictive tool for disease detection. We reported a considerable overlap and correlation between metagenomic and bsRNA quantitative taxonomic profiles obtained from the two approaches. Furthermore, we identified a combined predictive signature composed by 32 features from human and microbial small RNAs and DNA-based microbiome able to accurately classify CRC from healthy and adenoma samples (AUC= 0.87). In summary we reported evidence that host-microbiome dysbiosis in CRC can be observed also by altered small RNA stool profiles. Integrated analyses of the microbiome and small RNAs in the human stool may provide insights for designing more accurate tools for diagnostic purposes.
2019-08-30 | GSE132236 | GEO
Project description:Mechanisms through which the microbiome communicates with the systemic immune system remain unclear. We have identified a family of microbiome Bacteroidota-derived lipopeptides – the serine-glycine (S/G) lipids, and specifically L654 – that are TLR2 ligands, access the systemic circulation, and potentially link the microbiome and systemic innate immunity. We have previously postulated that L654 and the S/G lipids regulate systemic innate immunity by entering the systemic circulation and mediating weak TLR2 interactions that maintain “normal” levels of innate immune signaling feedback inhibitors. In proof-of-concept studies, we reported that increasing systemic L654 levels in mice by administering exogenous L654 intravenously significantly diminishes systemic innate immune responses and attenuates murine autoimmunity. In the present study, our goal was to confirm the role of the microbiome in mediating this mode of immunoregulation by decreasing the microbiome-based production of S/G lipids. We now report that decreasing microbiome Bacteroidota in mice using a specific oral antibiotic/rest protocol reduces fecal and plasma S/G lipids levels and significantly enhances systemic innate immune responses. Replenishing systemic levels of S/G lipids after antibiotic treatment through exogenous administration of L654 returns innate immune responses to normal levels, confirming the regulatory role of S/G lipids in this mode of microbiome regulation. Finally, RNAseq analysis of splenic monocytes derived from antibiotic-treated and control mice prior to ex vivo stimulation demonstrates that the antibiotic/rest protocol and the concomitant decrease in microbiome S/G lipids and Bacteroidota has significant downregulatory effects on normal homeostatic pro-inflammatory pathways. These effects are also associated with downregulation of specific proinflammatory pathway inhibitors, which may suggest a potential mechanism underlying the enhancement in ex vivo innate immune stimulated responses of these monocytes. Overall, our results suggest that S/G lipids are microbiome-derived bacterial factors capable of regulating systemic innate immunity and as such are manipulatable targets with therapeutic potential for enhancing or decreasing innate immunity in the context of infectious, malignant, and autoimmune diseases.
2024-06-12 | GSE236817 | GEO
Project description:Mechanisms through which the microbiome communicates with the systemic immune system remain unclear. We have identified a family of microbiome Bacteroidota-derived lipopeptides – the serine-glycine (S/G) lipids, and specifically L654 – that are TLR2 ligands, access the systemic circulation, and potentially link the microbiome and systemic innate immunity. We have previously postulated that L654 and the S/G lipids regulate systemic innate immunity by entering the systemic circulation and mediating weak TLR2 interactions that maintain “normal” levels of innate immune signaling feedback inhibitors. In proof-of-concept studies, we reported that increasing systemic L654 levels in mice by administering exogenous L654 intravenously significantly diminishes systemic innate immune responses and attenuates murine autoimmunity. In the present study, our goal was to confirm the role of the microbiome in mediating this mode of immunoregulation by decreasing the microbiome-based production of S/G lipids. We now report that decreasing microbiome Bacteroidota in mice using a specific oral antibiotic/rest protocol reduces fecal and plasma S/G lipids levels and significantly enhances systemic innate immune responses. Replenishing systemic levels of S/G lipids after antibiotic treatment through exogenous administration of L654 returns innate immune responses to normal levels, confirming the regulatory role of S/G lipids in this mode of microbiome regulation. Finally, RNAseq analysis of splenic monocytes derived from antibiotic-treated and control mice with or without exogenous L654 prior to ex vivo stimulation demonstrates that the antibiotic/rest protocol and the concomitant decrease in microbiome S/G lipids and Bacteroidota has significant downregulatory effects on normal homeostatic pro-inflammatory pathways. These effects are also associated with downregulation of specific proinflammatory pathway inhibitors, which may suggest a potential mechanism underlying the enhancement in ex vivo innate immune stimulated responses of these monocytes. Overall, our results suggest that S/G lipids are microbiome-derived bacterial factors capable of regulating systemic innate immunity and as such are manipulatable targets with therapeutic potential for enhancing or decreasing innate immunity in the context of infectious, malignant, and autoimmune diseases.
2024-06-20 | GSE269771 | GEO
Project description:Hundreds of microbial species were found to be transcriptionally active in the human gut microbiome based on the expression profiling of ca. 680.000 microbial genes As a part of the MetaHIT cohort 233 human stool samples were transcriptionally profiled using a custom made microarray that included probes for most prevalent microbial genes in the cohort as established by whole-genome sequencing of the same samples
2016-08-01 | E-GEOD-76590 | biostudies-arrayexpress
Project description:Abstract: Many mouse models of neurological disease use the tetracycline transactivator (tTA) system to control transgene expression by oral treatment with the broad-spectrum antibiotic doxycycline. Antibiotic treatment used for transgene control might have undesirable systemic effects, including the potential to affect immune responses in the brain via changes in the gut microbiome. Recent work has shown that an antibiotic cocktail to perturb the gut microbiome can suppress microglial reactivity to brain amyloidosis in transgenic mouse models of Alzheimer's disease based on controlled overexpression of the amyloid precursor protein (APP). Here we assessed the impact of chronic low dose doxycycline on gut microbiome diversity and neuroimmune response to systemic LPS challenge in a tTA-regulated model of Alzheimer's amyloidosis. We show that doxycycline decreased microbiome diversity in both APP transgenic and wild-type mice and that these changes persisted long after drug withdrawal. Despite this change in microbiome composition, dox treatment had minimal effect on transcriptional signatures in the brain, both at baseline and following acute LPS challenge. Our findings suggest that central neuroinflammatory responses may be less affected by dox at doses needed for transgene control than by antibiotic cocktail at doses used for microbiome manipulation.
2024-01-10 | GSE236242 | GEO