A Systems Biology Approach Using Fecal Microbiota and Metabolomics to Identify Novel Subtypes in Irritable Bowel Syndrome.
A Systems Biology Approach Using Fecal Microbiota and Metabolomics to Identify Novel Subtypes in Irritable Bowel Syndrome.
批准号:
10579289
负责人:
Allen A Lee
金额:
$19.4万
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:
2021-03-19 至 2024-11-30
关键词:
16S ribosomal RNA sequencingAddressAffectAlgorithmsAntibioticsAreaBile AcidsBioinformaticsBiologicalBiological AssayBiostatistical MethodsButyratesCaringCharacteristicsClinicalClinical TrialsCommunitiesComplexComputer ModelsCulture-independent methodsDataDiarrheaDietDisaccharidesDiseaseEnrollmentFoundationsFrustrationFutureGastroenterologistGastrointestinal MotilityGoalsHealth PersonnelIrritable Bowel SyndromeK-Series Research Career ProgramsLaboratoriesLearning SkillLongitudinal StudiesMachine LearningMediatingMentorsMethodsModelingMonosaccharidesMultiomic DataOligosaccharidesPatientsPhasePhenotypePopulationPrecision HealthPredictive AnalyticsRandomizedRegimenResearchResearch ActivityResearch PersonnelResearch ProposalsRibosomal RNARisk FactorsSamplingSequence AnalysisStructureSubgroupSymptomsSystems BiologyTechniquesTherapeuticTimeTrainingUnited States National Institutes of HealthValidationVirulence FactorsVolatile Fatty Acidscareercareer developmentclinical phenotypecohortcombinatorialcommon treatmentdietaryexperiencefecal metabolomefecal microbiomefecal microbiotagut microbiomegut microbiotahost-microbe interactionsimprovedimproved outcomelongitudinal analysislongitudinal datasetmachine learning algorithmmetabolomicsmicrobialmicrobial communitymicrobiomenoveloptimal treatmentspatient responsepolyolpotential biomarkerprecision medicinepredicting responsepredictive modelingresilienceresponserifaximinskillsstemtreatment comparisontreatment responsetreatment strategytrial comparing
中文摘要
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英文摘要
PROJECT SUMMARY/ABSTRACT
Candidate: Dr. Allen Lee, MD is a gastroenterologist with advanced training in gastrointestinal motility whose
research focuses on identifying abnormalities in host-microbial interactions to improve care in irritable bowel
syndrome (IBS). Dr. Lee’s long-term career goals are to identify novel subgroups of IBS patients which inform
biological responses to therapies and guide management. The proposed K23 mentored career development
award includes a 3-year plan for training, didactics, and research activities that will provide Dr. Lee with the
necessary skills and experience to become a successful independent investigator.
Career Development: Dr. Lee will develop skills in the following four areas: 1) culture-independent
approaches to study host-microbial interactions in IBS; 2) advanced biostatistical methods to study longitudinal
datasets, including mixed models or generalized additive models; 3) laboratory-based translational techniques;
4) predictive analytics, such as machine learning algorithms. These training goals will directly contribute to Dr.
Lee’s long-term career goals and prepare him to submit a successful R01 application.
Research Context: Common treatments in diarrhea-predominant IBS (IBS-D) are effective in ≤50% patients.
Additionally, there are currently no methods to identify patients more likely to respond to different treatments.
The current paradigm for managing IBS patients revolves around identifying and treating the predominant
symptom complexes. However, this is a hugely inefficient model and leads to frustration for both patients and
health care providers. This proposal seeks to determine whether a systems biology approach, which
incorporates microbiome and metabolomics data along with detailed clinical phenotype information, may
identify novel subgroups that inform treatment decisions in IBS-D.
Research Plan: This career development award leverages an on-going clinical trial comparing the effects of a
nonabsorbable antibiotic rifaximin with a diet low in fermentable oligosaccharides, disaccharides,
monosaccharides, and polyols (FODMAP) in IBS-D patients to identify differences in microbial community
structure and function in responders vs. non-responders to therapy. Specific Aim 1 will identify fecal microbial
features by 16S rRNA sequence analysis characteristic of treatment response to rifaximin or a low FODMAP
diet. Specific Aim 2 will determine how treatments with rifaximin or low FODMAP diet affect the fecal
metabolome, including short chain fatty acids and bile acids, in IBS-D patients. Specific Aim 3 will develop
predictive models to identify subsets of IBS-D patients responsive to treatment. We will also identify risk factors
for non-response to either rifaximin or low FODMAP diet. Results from this proposal will inform two future R01
proposals to validate these findings as well as to understand the mechanisms by which host-microbial
interactions may mediate response to different therapies in IBS.
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A Systems Biology Approach Using Fecal Microbiota and Metabolomics to Identify Novel Subtypes in Irritable Bowel Syndrome
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批准号:10848525
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项目类别:
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资助金额:$14.58万
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财政年份:2021
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负责人:Allen A Lee
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依托单位:
A Systems Biology Approach Using Fecal Microbiota and Metabolomics to Identify Novel Subtypes in Irritable Bowel Syndrome.
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批准号:10375397
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项目类别:
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资助金额:$19.42万
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财政年份:2021
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负责人:Allen A Lee
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依托单位:
海外基金