Precision Risk Stratification and Screening for HCC among Patients with Indeterminate Liver Nodules
Precision Risk Stratification and Screening for HCC among Patients with Indeterminate Liver Nodules
批准号:
10736885
负责人:
Yujin Hoshida
金额:
$90.72万
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:
AbbreviationsAbdomenAbsenteeism at workAddressAmericanAnxietyBenignBiological MarkersBiopsyBloodCancer EtiologyCenter for Translational Science ActivitiesCessation of lifeCirrhosisClassificationClinicalCohort StudiesComplementDataDetectionDiagnosisDiagnosticEarly Detection Research NetworkEarly DiagnosisEvaluationFacilities and Administrative CostsFundingGoalsHarm ReductionImageInfrastructureLeadLiteratureLiverLiver diseasesMagnetic Resonance ImagingMalignant neoplasm of liverMeta-AnalysisMethodologyModelingNCI Center for Cancer ResearchNational Cancer InstituteNoduleOutcomePatient RecruitmentsPatientsPhasePrimary carcinoma of the liver cellsRadiation exposureRecommendationRiskSeriesSerumSiteSpecific qualifier valueStandardizationStudy modelsSystemTestingValidationVariantWorkalpha-Fetoproteinsbiomarker panelbiomarker validationblood-based biomarkerclinical practicecohortcomparative cost effectivenesscontrast enhancedcostcost effectivecost effectivenesscost-effectiveness evaluationeffectiveness evaluationeffectiveness validationevidence baseexperiencehigh riskhigh risk populationimaging biomarkerimprovedindividual patientliver cancer modelmodels and simulationnovelnovel markerpatient orientedperformance testspersonalized carepersonalized screeningprecision medicineprogramspsychologicrecruitrisk stratificationscreeningsurveillance strategytranslational cancer researchtumorultrasound
中文摘要
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英文摘要
PROJECT SUMMARY
Large gaps in current strategies for risk stratification and surveillance contribute to frequent late-stage detection
and poor outcomes in patients with hepatocellular carcinoma (HCC). Our Translational Liver Cancer (TLC)
Research Center has made important scientific contributions that directly addressed HCC risk stratification and
surveillance in patients with cirrhosis. Specifically, we conducted a series of phase II and phase III biomarker
studies in patients with cirrhosis to validate 1) the first blood-based biomarker for risk stratification (PLSec-AFP),
2) abbreviated MRI for HCC surveillance, and 3) two biomarker panels, GALAD and Doylestown Plus for HCC
surveillance. We also conducted modeling studies to evaluate how these data can be incorporated into clinical
practice, evaluating the cost-effectiveness of a precision surveillance strategy in these patients.
For our TLC renewal, we leverage our infrastructure and operational expertise to similarly develop an optimized,
evidence-based approach to early HCC detection in patients with indeterminate liver nodules (ILNs). Our
preliminary data demonstrate that patients with ILNs have an annual HCC risk of 6-10%/year, more than double
that of those with cirrhosis without ILNs; however, they experience wide variation in HCC risk and surveillance
strategies – with some patients who develop HCC failing to undergo surveillance in the year prior to diagnosis
and some patients undergoing repeated CT/MRI-based surveillance despite never developing HCC. Our work
highlights the need for accurate risk stratification and surveillance strategies in patients with ILNs to optimize the
overall value of early HCC detection programs – gaps that are directly addressed by our proposal.
We will leverage our Early Detection Research Network (EDRN)-funded Clinical Validation Center for HCC to
efficiently recruit a large cohort of patients with ILNs and (1) validate the effectiveness of a novel biomarker-
based risk stratification model, (2) evaluate the effectiveness of surveillance abbreviated MRI and contrast
enhanced ultrasound for detecting early-stage HCC, and (3) compare the cost effectiveness of surveillance
strategies including a precision screening model in patients with ILNs.
Our proposal aligns with the principles of precision medicine and would maximize benefits (via early tumor
detection) and minimize harms (via false positive results) for each patient, thereby optimizing the patient-
centeredness, cost effectiveness, and overall value of HCC surveillance in patients with ILNs. In addition to our
patient cohorts and platform of unique biomarker and imaging data, our TLC research center will contribute
methodological expertise in HCC early detection, biomarker validation, and HCC imaging to trans-network
projects. Overall, our proposal will transform our approach to early HCC detection in patients with ILNs by
validating evidence-based and cost-effective strategies to optimize HCC risk stratification and surveillance.
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会议论文
Epigallocatechin gallate for prevention of lethal cirrhosis complications
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批准号:10713745
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项目类别:
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资助金额:$68.45万
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财政年份:2023
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负责人:Yujin Hoshida
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依托单位:
Reverse-engineering precision liver cancer chemoprevention
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批准号:10698060
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项目类别:
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资助金额:$61.39万
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财政年份:2019
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负责人:Yujin Hoshida
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依托单位:
Reverse-engineering precision liver cancer chemoprevention
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批准号:10021620
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项目类别:
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资助金额:$62.37万
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财政年份:2019
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负责人:Yujin Hoshida
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依托单位:
Non-invasive monitoring of metabolic liver cancer risk
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批准号:10515278
-
项目类别:
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资助金额:$20.35万
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财政年份:2019
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负责人:Yujin Hoshida
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依托单位:
Reverse-engineering precision liver cancer chemoprevention
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批准号:10916614
-
项目类别:
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资助金额:$19.94万
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财政年份:2019
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负责人:Yujin Hoshida
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依托单位:
Reverse-engineering precision liver cancer chemoprevention
-
批准号:10228002
-
项目类别:
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资助金额:$62.91万
-
财政年份:2019
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负责人:Yujin Hoshida
-
依托单位:
Molecular Prognostic Indicators in Liver Cirrhosis and Cancer
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批准号:8559992
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项目类别:
-
资助金额:$49.04万
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财政年份:2013
-
负责人:Yujin Hoshida
-
依托单位:
Molecular Prognostic Indicators in Liver Cirrhosis and Cancer
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批准号:9135412
-
项目类别:
-
资助金额:$68.31万
-
财政年份:2013
-
负责人:Yujin Hoshida
-
依托单位:
Molecular Prognostic Indicators in Liver Cirrhosis and Cancer
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批准号:8889974
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项目类别:
-
资助金额:$68.31万
-
财政年份:2013
-
负责人:Yujin Hoshida
-
依托单位:
Molecular Prognostic Indicators in Liver Cirrhosis and Cancer
-
批准号:8698413
-
项目类别:
-
资助金额:$69.69万
-
财政年份:2013
-
负责人:Yujin Hoshida
-
依托单位:
海外基金