Evaluation of treatment predictors reflecting beta-catenin activation in hepatocellular carcinoma
Evaluation of treatment predictors reflecting beta-catenin activation in hepatocellular carcinoma
批准号:
10693135
负责人:
Sandi Alexander Kwee
金额:
$58.67万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-07-01 至 2027-06-30
关键词:
Biological MarkersCancer EtiologyCellsCessation of lifeCharacteristicsClassificationClinicalClinical TrialsCommunicationDNA Sequence AlterationDNA sequencingDecision TreesDetectionDiagnostic testsEffectivenessEvaluationExhibitsFDA approvedGenesGenetic EngineeringGenetic TranscriptionGoalsImageImmuneImmune checkpoint inhibitorImmunotherapyIncidenceIndividualInduced MutationLearningLigandsMachine LearningMalignant NeoplasmsMapsMetabolicMicrosatellite InstabilityMinorityMissense MutationModelingMolecularMutateMutationOdds RatioOncogenicOutcomeParticipantPathway interactionsPatient SelectionPatientsPerformancePharmaceutical PreparationsPhasePhase II Clinical TrialsPositron-Emission TomographyPrediction of Response to TherapyPrimary Malignant Neoplasm of LiverPrimary carcinoma of the liver cellsProcessProteinsRefractoryReportingResearchResistanceSignal PathwaySignal TransductionSourceTestingTranscription CoactivatorTranscriptional ActivationTreatment outcomeTumor EscapeTumor MarkersTumor SubtypeUnited StatesWomanX-Ray Computed Tomographyadvanced diseaseanti-PD-1antibody inhibitorbeta cateninblood-based biomarkercancer therapycell free DNAcheckpoint therapyclinic readyclinical diagnosticsclinical predictorscohortdeterminants of treatment resistancediagnostic toolfluorodeoxyglucosefluorodeoxyglucose positron emission tomographygenomic biomarkerimaging agentimaging biomarkerimmune-related adverse eventsimprovedliquid biopsymelanomamenmetabolic phenotypemigrationmolecular subtypesmortalitymutational statusneoplastic cellnext generation sequencingobjective response ratepredictive markerpredictive toolsprogrammed cell death protein 1programsprospectiveresponsescreeningtargeted sequencingtooltranscriptomicstreatment responsetumortumor DNAtumor microenvironmenttumor progressionuptake
中文摘要
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英文摘要
PROJECT SUMMARY/ABSTRACT
Hepatocellular carcinoma (HCC) is a leading cause of cancer mortality worldwide and its incidence is
rising in both men and women in the United States. Anti-PD1 and anti-PD-L1 immune checkpoint inhibitor (ICI)
antibodies are now FDA approved for advanced HCC, however, as few as 20% of patients receiving these agents
will show an objective response to therapy. Because immune-related adverse events are non-trivial, predictive
biomarkers that can explain the variability in immunotherapy response are needed to optimize patient selection.
Several lines of research have recently converged to associate oncogenic activation of the Wnt/beta-
catenin signaling pathway with tumor immune-evasion and poor clinical response to ICI therapy in HCC. In
previous research, we found that HCC exhibiting high uptake of the positron emission tomography / computed
tomography (PET/CT) imaging agent 18F- fluorocholine (FCH) often belonged to molecular tumor sub-types
associated with beta-catenin activation and immune avoidance. Liquid biopsy based on targeted sequencing of
cell-free DNA (cfDNA) has also made it possible to identify patients who have tumors that harbor mutations
associated with increased Wnt/beta-catenin signaling.
This project comprises a phase 2 biomarker clinical trial to prospectively evaluate these specific
embodiments of PET/CT and liquid biopsy as tools for detecting HCC recalcitrant to ICI therapy on the basis of
beta-catenin activation. In addition to characterizing and comparing the predictive capabilities of FCH PET/CT
and cfDNA mutation profiling based on phase 2 clinical endpoints, this project will utilize decision tree based
machine learning to estimate the predictive performance of an integrative imaging-genomic biomarker while also
further examining how tumor mutations are related to PET metabolic phenotype and immunotherapy response.
Furthermore, because tumor 18F-fluorodeoxyglucose (FDG) uptake is incongruent with FCH uptake in HCC, a
third aim will utilize the trial as a molecular screening process to create an enriched sub-cohort of patients with
FDG-avid tumors. These patients will undergo serial FDG PET/CT to evaluate FDG as a source of predictive
biomarkers of ICI response for an orthogonal molecular sub-type of HCC. If these diagnostic tests are found
reliable at predicting tumor resistance/response, they could significantly enhance the clinical precision and
overall benefit of immunotherapy for HCC and possibly other cancers.
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
Immunotherapy biomarkers for HCC: contemporary challenges and emerging opportunities.
HCC 免疫治疗生物标志物:当代挑战和新兴机遇。
DOI:
10.20517/2394-5079.2022.58
发表时间:
2022
期刊:
Hepatoma research
影响因子:
--
作者:
[Kwee,Sandi, Chen,Xin]
通讯作者:
Chen,Xin
Evaluation of treatment predictors reflecting beta-catenin activation in hepatocellular carcinoma
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批准号:10437906
-
项目类别:
-
资助金额:$23.86万
-
财政年份:2021
-
负责人:Sandi Alexander Kwee
-
依托单位:
Evaluation of treatment predictors reflecting beta-catenin activation in hepatocellular carcinoma
-
批准号:10277385
-
项目类别:
-
资助金额:$52.0万
-
财政年份:2021
-
负责人:Sandi Alexander Kwee
-
依托单位:
Functional Genomics and Molecular Imaging of Liver Disease and Cancer
-
批准号:8294557
-
项目类别:
-
资助金额:$46.41万
-
财政年份:2011
-
负责人:Sandi Alexander Kwee
-
依托单位:
Functional Genomics and Molecular Imaging of Liver Disease and Cancer
-
批准号:8867166
-
项目类别:
-
资助金额:$41.17万
-
财政年份:2011
-
负责人:Sandi Alexander Kwee
-
依托单位:
Functional Genomics and Molecular Imaging of Liver Disease and Cancer
-
批准号:8475434
-
项目类别:
-
资助金额:$43.59万
-
财政年份:2011
-
负责人:Sandi Alexander Kwee
-
依托单位:
Functional Genomics and Molecular Imaging of Liver Disease and Cancer
-
批准号:8163515
-
项目类别:
-
资助金额:$45.2万
-
财政年份:2011
-
负责人:Sandi Alexander Kwee
-
依托单位:
Functional Genomics and Molecular Imaging of Liver Disease and Cancer
-
批准号:9062387
-
项目类别:
-
资助金额:$32.54万
-
财政年份:2011
-
负责人:Sandi Alexander Kwee
-
依托单位:
Functional Genomics and Molecular Imaging of Liver Disease and Cancer
-
批准号:8658047
-
项目类别:
-
资助金额:$8.58万
-
财政年份:2011
-
负责人:Sandi Alexander Kwee
-
依托单位:
Treatment Effects on Tumor 18F-Choline Metabolism in Advanced Prostate Cancer
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批准号:7672997
-
项目类别:
-
资助金额:$38.32万
-
财政年份:2009
-
负责人:Sandi Alexander Kwee
-
依托单位:
海外基金