Multi-cancer early detection using cell-free DNA methylome analysis
Multi-cancer early detection using cell-free DNA methylome analysis
批准号:
10763305
负责人:
ROBERT S BRESALIER
金额:
$95.26万
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:
2023-09-19 至 2028-08-31
关键词:
AdoptionBenignBiologicalBiological AssayBiological MarkersBiopsyBloodBlood specimenBreastBypassCancer DetectionCancer PatientCervix UteriCessation of lifeClinicalCloud ComputingCollaborationsColonColon CarcinomaColorectal NeoplasmsCommunicationComputational algorithmComputing MethodologiesCopy Number PolymorphismCpG IslandsDNADNA methylation profilingDataDecentralizationDetectionDevelopmentDiagnosticDiseaseEarly DiagnosisEndoscopyEnrollmentGeneral PopulationHumanImageImmuneIncidenceIndividualLearningLiteratureLiverLungMalignant NeoplasmsMalignant neoplasm of liverMalignant neoplasm of lungMethylationModalityModelingNamesNatureNeural Network SimulationNoduleOrganPatientsPerformancePlasmaProteinsProtocols documentationPublishingRNARecommendationReproducibilityResource SharingSamplingScreening for Hepatocellular CancerScreening for cancerSecureSignal TransductionSiteSpecificityStomachTechnologyTestingTimeTissuesTrainingTubeUnited StatesValidationbioinformatics toolbisulfitebisulfite sequencingcancer biomarkerscancer cellcancer diagnosiscancer typecell free DNAclinical carecohortcomputational platformcomputer frameworkcostcost effectivedata sharingdeep neural networkdetection assaydetection testexosomefightinghigh riskimprovedindustry partnerliquid biopsyliver cancer patientmalignant stomach neoplasmmethylation patternmethylomemicrobialmultidisciplinarymultiple omicsprospectiverestriction enzymescreeningscreening programtrial designwhole genome
中文摘要
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英文摘要
PROJECT SUMMARY
Detecting cancer early is the best way to fight against cancer. The development of the Multi-Cancer Early
Detection (MCED) liquid biopsy tests holds great promise for integrating early cancer detection into routine
clinical care. However, the current MCED tests have unsatisfactory performance for early-stage cancers.
Recently, we have developed a sensitive and cost-effective technology, named cell-free DNA Methylome
Sequencing (cfMethyl-Seq), which uses the cell-free DNA methylome for early cancer detection. cfMethyl-Seq
provides >12-fold enrichment over whole genome bisulfite sequencing in CpG islands. We performed the proof-
of-principle study by applying cfMethyl-seq to a cohort of colon, liver, lung, and stomach cancer patients and
controls, and obtained promising results in detecting and locating these cancer types. Here, we will further
improve the cfMethyl-seq technology and apply it to detect and locate colon, gastric, liver, and lung cancer. We
will validate this MCED test in multiple clinical cohorts. Our multidisciplinary team proposes the following aims:
(1) Continued improvement of the cfMethyl-seq assay for early cancer detection. (2) Continued improvement of
our computational method to analyze the cfDNA methylome assay data. (3) Clinically validate the cfDNA
Methylome assay as an MCED assay with colon/gastric/liver/lung cancers as the first indications. (4) Contribute
to Collaborative Trans-consortium Activities. We have a long-standing collaboration with the industry partner,
EarlyDiagnostics, which will optimize the cfMethyl-seq assay to facilitate its clinical adoption and implement the
computational algorithm in a secure cloud computing platform to facilitate data sharing and decentralized testing.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
Colorectal cancer risk factors, risk prediction and blood-based biomarker by tumor consensus molecular subtype
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批准号:10591999
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项目类别:
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资助金额:$22.2万
-
财政年份:2019
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负责人:ROBERT S BRESALIER
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依托单位:
Colorectal cancer risk factors, risk prediction and blood-based biomarker by tumor consensus molecular subtype
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批准号:10021547
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项目类别:
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资助金额:$39.22万
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财政年份:2019
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负责人:ROBERT S BRESALIER
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依托单位:
Integrated Signaling in Pancreatic Cancer Progression
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批准号:9493432
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项目类别:
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资助金额:$35.5万
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财政年份:2016
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负责人:ROBERT S BRESALIER
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依托单位:
Integrated Signaling in Pancreatic Cancer Progression
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批准号:10018467
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项目类别:
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资助金额:$36.6万
-
财政年份:2016
-
负责人:ROBERT S BRESALIER
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依托单位:
Integrated Signaling in Pancreatic Cancer Progression
-
批准号:10247023
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项目类别:
-
资助金额:$36.6万
-
财政年份:2016
-
负责人:ROBERT S BRESALIER
-
依托单位:
Integrated Signaling in Pancreatic Cancer Progression
-
批准号:9266771
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项目类别:
-
资助金额:$36.6万
-
财政年份:2016
-
负责人:ROBERT S BRESALIER
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依托单位:
Molecular Mediators of Pancreatic Cancer Invasion and Progression
-
批准号:9250086
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项目类别:
-
资助金额:$33.2万
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财政年份:2013
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负责人:ROBERT S BRESALIER
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依托单位:
MUCIN GLYCOPROTEINS IN COLON CANCER METASTASIS
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批准号:6686311
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项目类别:
-
资助金额:$35.0万
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财政年份:2002
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负责人:ROBERT S BRESALIER
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依托单位:
Great Lakes New England Clinical Validation Center
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批准号:10484455
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项目类别:
-
资助金额:$80.4万
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财政年份:2000
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负责人:ROBERT S BRESALIER
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依托单位:
Great Lakes New England Clinical Validation Center
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批准号:10698103
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项目类别:
-
资助金额:$101.69万
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财政年份:2000
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负责人:ROBERT S BRESALIER
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依托单位:
Mucin Glycoproteins in Colon Cancer Metastasis
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批准号:7210178
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项目类别:
-
资助金额:$32.66万
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财政年份:1999
-
负责人:ROBERT S BRESALIER
-
依托单位:
Mucin Glycoproteins in Colon Cancer Metastasis
-
批准号:7288743
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项目类别:
-
资助金额:$30.4万
-
财政年份:1999
-
负责人:ROBERT S BRESALIER
-
依托单位:
MUCIN GLYCOPROTEINS IN COLON CANCER METASTASIS
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批准号:2849521
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项目类别:
-
资助金额:$31.64万
-
财政年份:1999
-
负责人:ROBERT S BRESALIER
-
依托单位:
MUCIN GLYCOPROTEINS IN COLON CANCER METASTASIS
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批准号:6512799
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项目类别:
-
资助金额:$0.74万
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财政年份:1999
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负责人:ROBERT S BRESALIER
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依托单位:
MUCIN GLYCOPROTEINS IN COLON CANCER METASTASIS
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批准号:6376204
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项目类别:
-
资助金额:$35.02万
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财政年份:1999
-
负责人:ROBERT S BRESALIER
-
依托单位:
Mucin Glycoproteins in Colon Cancer Metastasis
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批准号:7667849
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项目类别:
-
资助金额:$30.4万
-
财政年份:1999
-
负责人:ROBERT S BRESALIER
-
依托单位:
Mucin Glycoproteins in Colon Cancer Metastasis
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批准号:7895086
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项目类别:
-
资助金额:$30.4万
-
财政年份:1999
-
负责人:ROBERT S BRESALIER
-
依托单位:
Mucin Glycoproteins in Colon Cancer Metastasis
-
批准号:7493086
-
项目类别:
-
资助金额:$30.4万
-
财政年份:1999
-
负责人:ROBERT S BRESALIER
-
依托单位:
MUCIN GLYCOPROTEINS IN COLON CANCER METASTASIS
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批准号:6173365
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项目类别:
-
资助金额:$34.31万
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财政年份:1999
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负责人:ROBERT S BRESALIER
-
依托单位:
MUCIN GLYCOPROTEINS IN COLON CANCER METASTASIS
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批准号:2429880
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项目类别:
-
资助金额:$28.02万
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财政年份:1996
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负责人:ROBERT S BRESALIER
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依托单位:
海外基金