Precision monitoring of kidney transplants via single-cell and single-molecule sequencing
Precision monitoring of kidney transplants via single-cell and single-molecule sequencing
批准号:
9350514
负责人:
Iwijn De Vlaminck
金额:
$233.17万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-09-01 至 2022-03-31
关键词:
AcuteBacterial InfectionsBiological AssayBiologyCellsChronicCollaborationsComplexCytosineDNA BindingDNA MethylationDiagnosisDiagnosticEnd stage renal failureEpigenetic ProcessGene ExpressionGenomicsHealthHeterogeneityImmunologicsInfectionInflammationInjuryKidney DiseasesKidney TransplantationLife Cycle StagesLongevityMeasurementMetagenomicsMolecularMolecular ProfilingMonitorNeedle biopsy procedureOrganOrganismPatientsPolyomavirusReperfusion InjuryResolutionSamplingStructureTestingTimeTissuesTransplant RecipientsTransplantationTransplanted Kidney ComplicationUrinary tract infectionUrineVirus Diseasesbasecell free DNAcell typecohortcostgenome-wideliquid biopsymicrobialmicrobiomenovelpathogenprecision medicinesingle cell sequencingsingle moleculetooltreatment choiceurinary
中文摘要
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英文摘要
Project Summary/Abstract.
More than 15,000 patients receive lifesaving kidney transplants in the US every year. Nevertheless,
complications due to acute and chronic rejection occur frequently and limit the lifespan of kidney transplants.
While clinicians strive to monitor transplant patients carefully, diagnostic options remain limited. Diagnosis of
rejection in kidney transplantation requires an invasive needle biopsy, and diagnosis of infections is challenging
because tests of infection are predominantly limited to testing one pathogen at a time. This proposal outlines
radically new precision-medicine approaches to kidney transplant monitoring. We will invent and apply genomic
assays with single cell and single molecule resolution to dissect the complex molecular and cellular heterogeneity
associated with important immunological and infectious post-transplant complications. Omics analyses will be
performed on 700+ urine samples collected from a cohort of kidney transplant recipients, available through
collaboration with Dr. Manikkam Suthanthiran. In a first study, we will implement high-throughput single-cell
sequencing of cells isolated from the urine of kidney transplant recipients to understand, predict, and diagnose
kidney transplant complications. We will investigate the single cell gene expression profiles associated with acute
cellular rejection, infection and graft inflammation caused by ischemic and reperfusion injury. This study will take
advantage of recent advances in single-cell sequencing that alleviate limitations of cost, scale and ease. Second,
we will invent and apply noninvasive measurements of cell-type and tissue-type specific injury in transplanted
kidneys via analyses of urinary cell-free DNA (cfDNA). A large number of small fragments of cell-free DNA
(cfDNA) are present in urine that are the debris of dead cells. We will apply precision measurements of two types
of epigenetic alterations of cfDNA that are highly cell-, tissue- and organ-type specific: cytosine DNA methylation
and genome-wide occupancy of DNA-binding factors. These measurements will enable quantifying the cell and
tissue types of origin of urinary cfDNA and will provide detailed information about injury associated with kidney
transplant complications. Third, we will perform metagenomics analyses of urinary cfDNA to profile the urinary
microbiome associated with urinary tract infection, polyomavirus nephropathy and acute rejection. We will test
the utility of these measurements to predict, understand and diagnose viral and bacterial infections of the urinary
tract. Identification of microbial sequences does not provide functional information about the life-cycle of the
detected organism. To gain a functional understanding from measurements of cfDNA, we will develop and
implement tools to profile the structure of the circulating microbiome. Successful implementation of these studies
will enable studying the biology of post-transplant complications with unprecedented resolution and will lead to
novel, noninvasive liquid biopsies to monitor the health of transplanted kidneys.
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会议论文
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海外基金