An Accurate, Non-invasive, and Cost-effective Methylome Test for Early Cancer Detection
An Accurate, Non-invasive, and Cost-effective Methylome Test for Early Cancer Detection
批准号:
10009786
负责人:
Xiaohui Ni
金额:
$35.16万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-06-01 至 2021-08-31
关键词:
AddressAlgorithmsAutomationBioinformaticsBiological AssayBloodBlood specimenCLIA certifiedCancer ControlCancer DetectionCancer PatientCellsCirrhosisClinicalCloud ComputingComplexComputational algorithmDNADataDecision MakingDetectionDevelopmentEarly DiagnosisEffectivenessEngineeringEnsureFeasibility StudiesFutureGoalsHepatobiliaryHospitalsInterventionJasminumLaboratoriesLegal patentLibrariesLiverLiver ExtractLocalized Malignant NeoplasmLocationMalignant NeoplasmsMalignant neoplasm of liverMalignant neoplasm of lungMethodsMethylationModalityNamesNatureNeoplasm Circulating CellsOperative Surgical ProceduresPatientsPhasePhenotypePlasmaPreparationPrimary carcinoma of the liver cellsProceduresProcessProtocols documentationReportingReproducibilityResearchSamplingScreening for Hepatocellular CancerScreening for cancerSenior ScientistSensitivity and SpecificitySiteTechniquesTechnologyTestingTimeTissuesTranslatingUnited States National Institutes of HealthValidationbasebisulfite sequencingcancer preventioncancer survivalcancer typecell free DNAclinical practicecloud basedcohortcomputational platformcomputer frameworkcomputerized toolscostcost effectiveearly screeninggenome wide methylationimprovedinnovationliquid biopsyliver transplantationlow dose computed tomographymedical schoolsmethylation biomarkermethylomemortalitymultidisciplinarynew technologynovelphase 2 studyprototypescreeninguser-friendly
中文摘要
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英文摘要
The long-term goal of this project is to develop and market a commercially viable,
blood-based methylation profiling test that can detect and locate cancer early. Clinical
intervention in the early stages of cancer can greatly improve the survival of cancer
patients. Despite the tremendous demand for early detection methods in the clinical practice, few
technologies exist on the market. To address this unmet need, with support from the NIH, our
partner’s team at UCLA has developed an approach based on the genome-wide methylation analysis of
cell-free DNA (cfDNA). Their novel technology, called CancerDetector, not only detects cancer early
but also infers its location (tissue of origin). To increase the power of this
computational framework, the same UCLA team together with EarlyDx team recently developed
a novel experimental approach, called cell-free DNA Reduced Representation Bisulfite
Sequencing (cfRRBS), that efficiently enriches the cfDNA fragments covering methylation
sites in a blood sample. Combining the two innovations yields a test with high sensitivity and
specificity in early-stage liver cancer patients. This test is now ready to be adapted for clinical
use. The proposed project will translate these proof-of-principle laboratory protocols into a
commercial-grade assay, and validate its effectiveness for the detection of liver cancer.
This project is for a Phase I feasibility study. Our specific aims are as follows:
Aim 1) Develop a commercial prototype of the EarlyDx4MethylScan assay for accurate
and cost4effective genome4wide methylation profiling; Aim 2) Validate the
EarlyDx4MethylScan assay for the detection of liver cancer. Engineered samples of
fragmented DNAs will be used in Aim 1 to ensure the reproducibility of the assay
during development. The CancerDetector algorithm has already been implemented in our
cloud-computing platform. Using this platform, the new assay will be used to perform cancer
prediction in a cohort of 100 real liver cancer patients and 100 controls. Phase I will be
completed by successfully demonstrating the feasibility of liver cancer early detection. Phase II
(and beyond) will further apply the test to multiple types of cancer, and eventually commercialize
the test: first as a research product for labs, and finally as a clinical product ready for
hospitals.
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