Cell-free DNA as a versatile analyte for the monitoring of sepsis
Cell-free DNA as a versatile analyte for the monitoring of sepsis
批准号:
10665402
负责人:
Iwijn De Vlaminck
金额:
$24.42万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-02-06 至 2025-01-31
关键词:
Acute Renal Failure with Renal Papillary NecrosisAddressAffectBioinformaticsBiological AssayBloodBlood TestsCOVID-19Cell DeathCellsCessation of lifeChemistryClassificationClinicalCoffeeComplicationCritical IllnessCytosineDNADNA sequencingDataData SetDeaminationDevelopmentDiagnosticEarly DiagnosisEnvironmental PollutionEnzymesFunctional disorderGenomeGoalsHealth Care CostsHospitalizationImmune responseIncidenceInfectionInjuryInjury to KidneyKidney DiseasesLabelMeasurementMedicalMetagenomicsMethylationModelingMonitorMorbidity - disease rateNoiseNon-Invasive DetectionOligonucleotidesOrganOrgan failureOutcomePatientsPerformancePersonsPreparationRetrospective StudiesSamplingSensitivity and SpecificitySepsisSodium ChlorideSpecificityStem cell transplantTestingTissuesUrinary tract infectionWorkaccurate diagnosisbiobankbisulfitecell free DNAcell typecohortend stage liver diseaseexperimental studygenome-widegraft vs host diseaseimprovedinnovationliver injurymetagenomic sequencingmicroorganismminimally invasivemortalitymultiple omicsnext generation sequencingorgan injurypathogenic bacteriapathogenic viruspreventseptic patientstissue injurytreatment choice
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Sepsis is a deadly condition caused by a dysregulated immune response to infection which affects 700,000
patients per year in the US alone. Early and accurate diagnosis of sepsis, and infection underlying sepsis is
critical to inform treatment choices and to prevent serious organ injury and death, but diagnostic options remain
limited. This proposal addresses this unmet medical need with the development of a minimally invasive blood
test based on a multi-omics profiling of circulating cfDNA to simultaneously inform host responses, quantify organ
injury and identify infection underlying sepsis
Our recent pilot work provides significant support for the feasibility of this proposal. First, we have found that
metagenomic sequencing of circulating cell-free DNA (cfDNA) can be used to detect a broad range of viral and
bacterial pathogens in blood. To overcome the challenge of environmental contamination which limits the
specificity of metagenomic cfDNA sequencing we have developed Coffee-seq, a metagenomic sequencing
assay that is robust against environmental contamination. The core idea of Coffee-seq is to tag the DNA in the
sample prior to sample preparation with a label that can be recorded by DNA sequencing. Any contaminating
DNA that is introduced in the sample after tagging can then be bioinformatically identified and removed. Our
proof-of-principle work demonstrates that Coffee-seq leads to a reduction of noise due to contamination by up
to three orders of magnitude. Coffee-seq thereby dramatically improves the specificity of metagenomic
sequencing assays. Second, we have developed cfDNA assays to inform injury to host tissues and organs. This
test employs genome-wide profiling of methylation marks of cfDNA that are cell, tissue and organ-type specific
to trace their tissues-of-origin, and to quantify tissue-specific injury. We have demonstrated the utility of this
assay to identify host-tissue injury related to urinary tract infection, COVID-19, and Graft-Versus Host Disease,
a frequent complication of stem cell transplantation.
We have two aims: In Aim 1, we will test the utility of Coffee-seq to identify infection underlying sepsis with high
sensitivity and specificity. In Aim 2, we will investigate the utility of a cfDNA metagenomic sequencing assay to
inform sepsis related organ dysfunction. This is an exploratory study that tests the utility of cfDNA as a versatile
analyte to monitor sepsis. We will test this highly translational concept with a retrospective study of 300 bio-
banked samples (Cornell Biobank of Critical Illness), including 120 samples from septic patients with positive
blood culture, and 180 samples from patients with non-infectious critical illness. Successful implementation of
this study will lead to new avenues to identify infection underlying sepsis, to classify sepsis subtypes, to monitor
sepsis-related organ damage, and to guide treatment decisions.
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海外基金