Determinants of inception of inflammation in inflammatory bowel diseases
Determinants of inception of inflammation in inflammatory bowel diseases
批准号:
10474628
负责人:
Ashwin N Ananthakrishnan
金额:
$108.57万
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:
未结题
起止时间:
2021-08-24 至 2026-05-31
关键词:
AffectAutoimmune DiseasesBacteroidesBiologicalBiological MarkersBiopsyBlood specimenCarnitineCellsCharacteristicsClinicalColonComplexConsumptionCrohn&aposs diseaseDataDevelopmentDietDirect CostsDiseaseDisease remissionDrug KineticsEnvironmentEnvironmental ExposureFecesFoodFutureGene Expression ProfileGenesGenetic TranscriptionHealthImmuneIndividualInflammationInflammatoryInflammatory Bowel DiseasesInfluentialsIntakeInterleukin-10InterventionMachine LearningMaintenanceMeasurementMediatingMetagenomicsModelingMolecularMorbidity - disease rateMucous MembraneNeural Network SimulationPathogenesisPathway interactionsPatient RecruitmentsPatientsPharmaceutical PreparationsPhysical activityPilot ProjectsProteomeProteomicsRecurrent diseaseRegistriesRelapseResistanceResolutionRoleSamplingSerumSmokingSphingolipidsStressTechnologyTimeTissuesTrainingUlcerative ColitisUnited StatesUp-RegulationWorkcohortdeep learningdeep learning algorithmdefined contributiondisorder preventiondysbiosisfecal metabolomefecal microbiomefollow-upgut microbiomehealthy volunteerinsightlearning strategymachine learning modelmachine learning predictionmetabolomemetabolomicsmicrobialmicrobiomenovel therapeuticsoutcome predictionpredicting responsepreventprospectiverecruitrecurrent neural networkrelapse predictionrelapse risksingle-cell RNA sequencingsoluble fibertargeted treatmenttherapeutic targettherapy developmenttooltranscriptometranscriptomicstreatment optimization
中文摘要
项目摘要
克罗恩病(CD)和溃疡性结肠炎(UC)在美国影响超过200万个体,
与相当高的发病率有关。现有的治疗在不到50%的患者中实现缓解。
此外,尽管达到了内镜下缓解,但高达30%的CD或UC患者在治疗期间会复发。
随后的三年。导致复发的病理生理机制尚未完全确定。的
我们建议的中心前提是,尽管内窥镜检查,但存在局部促炎微生物环境
和转录谱的差异。我们假设目前的临床工具不具备
有足够的分辨率来捕捉这个状态。现有队列,通过招募处于异质状态的患者,
活动性炎症不能用于推断缓解丧失和炎症开始的机制。一
有针对性的努力,全面和纵向的轮廓同质队列的患者在深
缓解对于确定微生物改变,代谢组学,
转录和蛋白质组干扰以及炎症的发生。识别缺陷组件
有利于复发也允许干预的发展,以取代这些缺陷,从而扩大
缓解。它们还将提供线索,并作为开发新疗法的起点。在
第一个目标是,我们将招募300例临床和内镜缓解的IBD患者,
系统地跟踪他们三年。我们将通过一系列的研究,
除了详细信息外,还对粘膜和粪便微生物组、血清和粪便代谢组以及蛋白质组进行采样
环境暴露评估和药物药代动力学测量。康贝特人将以
这些参数中的每一个在定义从静止状态的未来复发中的动态预测效用。在
第二个目标,我们将通过进行单细胞免疫,在细胞水平上确定促炎变化的作用。
来自如上招募的静止期CD和UC患者的结肠和回肠活检的转录组学分析。
这将提供重要的见解失控的炎症在组织水平上,决定未来
临床活动。最后的研究目标将训练和验证机器学习预测模型,以定义
每个额外的生物层对炎症发生的贡献,并确定更强大的生物标志物
持续缓解的状态。确定深度缓解患者未来复发的分子基础将
提供对“疾病前”状态的见解,允许识别与疾病相关的免疫途径,
预防疾病。定义疾病发生的基本机制,
静止对于这些复杂疾病发病机制中的关键步骤至关重要,
反过来,将为有针对性的机制驱动的干预提供机会,以帮助持久维持缓解
与健康概述的方法和分析也对其他自身免疫性疾病具有广泛的适用性。
英文摘要
Project Summary
Crohn’s disease (CD) and ulcerative colitis (UC) affect over 2 million individuals in the United States and are
associated with considerable morbidity. Existing treatments achieve remission in fewer than 50% of patients.
Further, despite achieving endoscopic remission, up to 30% of patients with CD or UC will relapse over the
subsequent three years. Pathophysiologic mechanisms leading to relapse have not been well established. The
central premise of our proposal is that despite endoscopic, there exists a local pro-inflammatory microbial milieu
and transcriptional profile that favors disease relapse. We hypothesize that current clinical tools do not have
sufficient resolution to capture this state. Existing cohorts, by recruiting patients in a heterogeneous state of
active inflammation, cannot be used to infer mechanisms of loss of remission and inception of inflammation. A
targeted effort that comprehensively and longitudinally profiles a homogeneous cohort of patients in deep
remission is essential to define the dynamic relationship between microbial alterations, metabolomic,
transcriptional, and proteomic perturbations, and onset of inflammation. Identifying deficient components
favoring relapse also allows the development of intervention to replace these deficiencies, thereby extending
remission. They will also provide clues and serve as starting points for development of novel therapies. In the
first aim, we will recruit 300 patients with IBD in clinical and endoscopic remission and prospectively,
systematically follow them for 3 years. We will comprehensively characterize such patients through serial
sampling of mucosal and fecal microbiome, serum and fecal metabolome, and proteome in addition to detailed
environmental exposure assessment and measurement of drug pharmacokinetics. We will determine the
dynamic predictive utility of each of these parameters in defining future relapse from a state of quiescence. In
the second aim, we will define the role of pro-inflammatory changes at the cellular level by performing single cell
transcriptomic analysis from colonic and ileal biopsies in patients with quiescent CD and UC recruited as above.
This will provide important insights into loss of control of inflammation at the tissue level that determines future
clinical activity. The final study aim will train and validate a machine-learning predictive model to define the
contribution of each additional biologic layer to inception of inflammation and to identify more robust biomarkers
of a state of sustained remission. Defining the molecular basis of future relapse in patients in deep remission will
provide insights into the ‘pre-disease’ state, allowing for identification of immune pathways of relevance in
preventing disease. Defining the fundamental mechanisms through which disease inception occurs from
quiescence is critically important to inform key steps in the pathogenesis of these complex diseases, which in
turn, will offer opportunities for targeted mechanism-driven interventions to aid durable maintenance of remission
and health. The approaches and analyses outlined also have broad applicability to other autoimmune diseases.
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会议论文
Determinants of inception of inflammation in inflammatory bowel diseases
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批准号:10626110
-
项目类别:
-
资助金额:$107.92万
-
财政年份:2021
-
负责人:Ashwin N Ananthakrishnan
-
依托单位:
Determinants of inception of inflammation in inflammatory bowel diseases
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批准号:10297457
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项目类别:
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资助金额:$112.97万
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财政年份:2021
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负责人:Ashwin N Ananthakrishnan
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依托单位:
Differential impact of smoking on the transcriptome and epigenome in Crohn's disease and ulcerative colitis"
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批准号:10263320
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项目类别:
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资助金额:$16.75万
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财政年份:2020
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负责人:Ashwin N Ananthakrishnan
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依托单位:
Genetic predictors of calprotectin response with anti-TNF and anti-integrin therapy in inflammatory bowel diseases
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批准号:9291719
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项目类别:
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资助金额:$8.55万
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财政年份:2017
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负责人:Ashwin N Ananthakrishnan
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依托单位:
Genetic predictors of anti-TNF treatment response and infections in IBD
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批准号:8676787
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项目类别:
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资助金额:$16.96万
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财政年份:2012
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负责人:Ashwin N Ananthakrishnan
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依托单位:
Genetic predictors of anti-TNF treatment response and infections in IBD
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批准号:8545840
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项目类别:
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资助金额:$16.86万
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财政年份:2012
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负责人:Ashwin N Ananthakrishnan
-
依托单位:
Genetic predictors of anti-TNF treatment response and infections in IBD
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批准号:9070599
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项目类别:
-
资助金额:$16.96万
-
财政年份:2012
-
负责人:Ashwin N Ananthakrishnan
-
依托单位:
Genetic predictors of anti-TNF treatment response and infections in IBD
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批准号:8423995
-
项目类别:
-
资助金额:$16.86万
-
财政年份:2012
-
负责人:Ashwin N Ananthakrishnan
-
依托单位:
国内基金
海外基金
Autoimmune diseases therapies: variations on the microbiome in rheumatoid arthritis
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批准号:31171277
-
项目类别:面上项目
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资助金额:60.0万元
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批准年份:2011
-
负责人:Christine Nardini
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依托单位: