Large-scale profiling of microbial and metabolic interactions between C. difficile and gut microbiota using ultrahigh-throughput droplet microfluidics
Large-scale profiling of microbial and metabolic interactions between C. difficile and gut microbiota using ultrahigh-throughput droplet microfluidics
批准号:
10193322
负责人:
Ophelia Venturelli
金额:
$19.44万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-08-23 至 2023-07-31
关键词:
16S ribosomal RNA sequencingAffectAntibiotic ResistanceAntibiotic TherapyAntibioticsAutomobile DrivingBile AcidsBiological AssayBiomassCellsCessation of lifeClostridium difficileCoculture TechniquesColitisCommunitiesComplexDataDevelopmentDimensionsEncapsulatedEnvironmentEnvironmental Risk FactorEquilibriumFluorescence-Activated Cell SortingFluorescent in Situ HybridizationFoundationsFutureGeneticGraphGrowthHealthHospitalizationHumanInfectionInternetIntestinesInvestigational TherapiesKnowledgeLeadMachine LearningMeasurementMediatingMetabolicMethodsMicrobeMicrofluidicsModelingMolecularMorbidity - disease rateNosocomial InfectionsNutrientOutcomePathway AnalysisPatientsPatternPhenotypePlayPropertyRecurrenceRibosomal RNARiskRisk FactorsRoleSamplingSepharoseSignal TransductionStainsTechniquesTechnologyTransplantationVariantWorkantibiotic-associated diarrheabasecommensal microbesdesigneffective therapyenteric pathogenfecal transplantationgut bacteriagut microbiomegut microbiotahealthcare-associated infectionshigh dimensionalitylarge scale datamachine learning methodmembermetabolic profilemetabolomicsmicrobialmicrobial communitymicrobiomemicrobiotamicroorganism interactionmortalitynovelpathogenpreventrandom forestrecurrent infectionstatistical and machine learningsuccesstooltransmission process
中文摘要
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英文摘要
PROJECT SUMMARY/ABSTRACT
Clostridium difficile (C. difficile) is a major antibiotic resistant intestinal pathogen that is a leading cause of
antibiotic associated diarrhea and colitis which, in severe cases, can lead to death. Treatment with antibiotics
frequently leads to recurrence of the infection, which is then treated with fecal microbiota transplantation (FMT).
In this case, a fecal sample from a healthy donor is transplanted into a patient with C. difficile infection, which
has been shown to prevent recurrence of infections. Notably, FMT can lead to negative health outcomes
including death due to the potential transmission of pathogens and uncharacterized factors in the samples. The
observed efficacy of FMT suggests that commensal gut bacteria play a critical role in suppressing infection
caused by C. difficile. Previous studies have elucidated specific molecular mechanisms that can influence C.
difficile colonization including exploitation of key nutrients available in the inflamed gut and secondary bile acids.
We postulate that there are diverse classes of ecological and molecular mechanisms mediating protection from
C. difficile depending on the ecological and environmental context. Indeed, treatments of C. difficile infection
based on defined microbiota have not proven successful. To elucidate the diverse classes of mechanisms, we
propose to develop a droplet microfluidic workflow to construct millions of synthetic human gut communities,
screen these consortia based on the abundance of C. difficile and determine species composition of the sorted
“hits.” Combining this method with exo-metabolomics and machine learning techniques, we will infer microbial
interactions and metabolite effectors impacting C. difficile growth. A detailed understanding of the diverse
community types and metabolic properties that suppress C. difficile growth will be a major advance towards
designing safe and effective treatments for this major intestinal pathogen.
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会议论文
Elucidating ecological mechanisms for propagation of antibiotic resistance genes via massively parallelized single-cell sequencing
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批准号:10362535
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项目类别:
-
资助金额:$23.33万
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财政年份:2021
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负责人:Ophelia Venturelli
-
依托单位:
Large-scale profiling of microbial and metabolic interactions between C. difficile and gut microbiota using ultrahigh-throughput droplet microfluidics
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批准号:10473701
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项目类别:
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资助金额:$23.33万
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财政年份:2021
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负责人:Ophelia Venturelli
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依托单位:
Elucidating the molecular and ecological design principles of stability and assembly of the human gut microbiota
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批准号:10237988
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项目类别:
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资助金额:$38.25万
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财政年份:2017
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负责人:Ophelia Venturelli
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依托单位:
Elucidating the molecular and ecological design principles of stability and assembly of the human gut microbiota
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批准号:9381585
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项目类别:
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资助金额:$37.1万
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财政年份:2017
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负责人:Ophelia Venturelli
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依托单位:
Elucidating the molecular and ecological design principles of stability and assembly of the human gut microbiota
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批准号:10054836
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项目类别:
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资助金额:$1.07万
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财政年份:2017
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负责人:Ophelia Venturelli
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依托单位:
海外基金