Core 2: Applied Meta'Omics Core

核心 2：应用元组学核心

• 批准号: 9792254
• 负责人: Mark James Cameron
• 金额: $ 33.14万
• 依托单位: CASE WESTERN RESERVE UNIVERSITY
• 依托单位国家: 美国
• 资助国家: 美国
• 起止时间: 至
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/9792254
• 关键词: Address; Animal Model; Artificial Intelligence; Big Data; Bioinformatics; Biological Assay; Biological Markers; Cell model; Clinical; Comorbidity; Data; Data Analyses; Data Set; Databases; Development; Diagnostic; Disease; Drug Targeting; Evaluation; Event; FDA approved; Future; Gene Expression; Gene Expression Profile; Gene Targeting; Generations; Genes; Genetic; Genetic Transcription; Genomics; Goals; Grant; Human; Immune response; Immunologics; Individual; Inflammation; Inflammatory; Inflammatory Response; Lead; Literature; Machine Learning; Mediating; Methodology; Modernization; Multiomic Data; Mus; Mutation; Outcome; Pathogenesis; Pathologic; Pathway interactions; Patients; Pharmaceutical Preparations; Phenotype; Pre-Clinical Model; Preparation; Psoriasis; RNA analysis; Reporting; Research Project Grants; Resolution; Resources; Sampling; Services; Skin; Systems Biology; Techniques; Technology; Testing; Therapeutic; Translating; Translational Research; Validation; candidate marker; clinical application; clinical care; cohort; data mining; data modeling; deep sequencing; design; differential expression; drug candidate; efficacy testing; experimental study; high throughput technology; human model; indexing; individualized medicine; innovation; insight; metabolomics; microbiome; mouse model; mycobiome; new therapeutic target; novel; potential biomarker; targeted biomarker; targeted treatment; transcriptome sequencing; transcriptomics

To date, most existing cellular or immunological evaluations of psoriasis inflammation have been limited by the low-resolution data used for analysis and often rely on gross clinical endpoints. The overall goal of the CORT is to combine new bioinformatic methodologies with advanced murine and human experimental approaches to translate scientific findings into clinical applications that more nimbly advance therapy for psoriasis and related inflammatory comorbidities. Systems biology provides an unbiased approach to generating a comprehensive assessment of the host responses involved in psoriasis-mediated inflammation that may lead to new therapy targets for psoriasis and ideally, those tailored for the specific patient. This evolving investigative paradigm driven by modern high-throughput technologies that generate enormous datasets (“Big Data”) has engendered the need for a centralized ‘omics core service and analysis platforms that the CORT Applied Meta’Omics Core (AMC) will provide. The AMC is designed to serve as an innovative collaborative resource with bidirectional experimental ties to the Collaborative Research Project (CRP) and Preclinical Modeling Core (PMC). The AMC will receive samples from the CRP and PMC, generate transcriptomic, metabolomic, microbiome and mycobiome datasets, and provide the bioinformatic pipelines to analyze those datasets in conjunction with clinical outcomes and/or other data types, including incorporation of artificial intelligence, data mining, network techniques and machine learning to enable identification of novel pathways and differentially-expressed gene targets that will allow for identification of new and/or re-purposed drugs. The AMC supports the CORT CRP’s overall objectives via the following aims: (1) perform SOP-driven sample acquisition, sample preparation, and ‘omic assays for the PMC and CRP; (2) identify differential metabolomic, gene and pathway expression signatures, as well as changes in the micro/mycobiome, between psoriatic involved, uninvolved and control skin from human and psoriasiform murine models for the CRP; (3) (i) identify systems biology donor profiles (endotypes) and candidate biomarkers that may define the pathogenesis of psoriasis in humans and mouse models and (ii) identify FDA-approved drugs that are predicted to target the biomarkers and/or pathways associated with psoriasis. Highly interactive Cores synergistically interacting with the central CRP, the AMC team's expertise, innovation and extensive resources will drive the CORT's transforming and sustainable impact on psoriasis understanding and clinical care. The AMC will shed deeper insight into the pathological events in psoriasis, which can be translated into targeted diagnostic and therapeutic strategies to manage psoriasis at the individual level. By combining myco/microbiome, metabolomic, and transcriptomic analyses to identify pathological or protective correlates that are perturbed in disease, as well as their predicted drug targets, the AMC is envisioned to be critical in supporting the PMC and CRP in their goals of targeted therapeutics and precision, individualized treatments.

迄今为止，大多数现有的银屑病炎症的细胞或免疫学评估都受到限制