Liquid biopsy approaches to inform neuroblastoma prognosis and disease monitoring
Liquid biopsy approaches to inform neuroblastoma prognosis and disease monitoring
批准号:
10608195
负责人:
Mark Andrew Applebaum
金额:
$65.63万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-04-11 至 2027-03-31
关键词:
Automobile DrivingBiologicalBiological MarkersBiologyBiopsyBlood specimenChildClinicalClinical TrialsClinical assessmentsClustered Regularly Interspaced Short Palindromic RepeatsComplexCopy Number PolymorphismCytosineDNADataDepositionDetection of Minimal Residual DiseaseDiagnosisDiagnosticDiseaseDisease ResistanceDisparateEarly DiagnosisEarly InterventionEarly treatmentElasticityEnrollmentEpigenetic ProcessGenesGenetic TranscriptionGoalsGrowthIn VitroKnock-outLong-Term SurvivorsMAP Kinase GeneMalignant NeoplasmsMethodologyMethodsMethylationModificationMonitorMutationNeoadjuvant TherapyNeuroblastomaNewly DiagnosedNorth AmericaPatient-Focused OutcomesPatientsPediatric Oncology GroupPrimary NeoplasmPrognosisRecurrenceRecurrent diseaseRefractory DiseaseRelapseResidual NeoplasmRetrospective cohortRiskSamplingSpecificityTherapeuticTherapeutic InterventionTrainingTumor Suppressor ProteinsValidationWorkbiomarker validationburden of illnesscancer cellcancer typecandidate identificationcell free DNAchemotherapydiagnostic biomarkergene networkhigh riskhigh risk populationimprovedimproved outcomeinventionliquid biopsymachine learning methodnanonovelnovel therapeuticsparticipant enrollmentperipheral bloodphase 3 studypredictive markerprofiles in patientsprognosticprognostic assaysprognosticationprospectiverelapse predictionrelapse riskresearch clinical testingresponseresponse biomarkerrisk stratificationscreeningsealsuccesstherapy resistanttreatment responsetumortumor DNAwhole genome
中文摘要
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英文摘要
Abstract
Fewer than half of all children with high-risk neuroblastoma become long-term survivors. Currently, it is not
possible to predict if a child will be cured with standard therapy or is destined to relapse. Furthermore, standard
clinical evaluations lack sensitivity to detect minimal residual disease (MRD) that ultimately leads to recurrence.
Thus, there is a critical challenge and an unmet need to develop new precision biomarkers to identify patients
who will ultimately have a poor response to the high-intensity therapy and may benefit from alternate approaches.
We will develop new biomarkers to guide treatment decisions using cell-free DNA (cfDNA) and a novel,
epigenetic-based methodology that will identify underlying biology driving aggressive neuroblastoma. In many
cancer types, analysis of cfDNA isolated from peripheral blood has shown promise, revealing biomarkers for
diagnosis, prognostication, and tumor surveillance. Cytosines in DNA can either be unmodified, methylated (5-
methylcytosine, 5mC), or contain an oxidized form of 5mC, 5-hydroxymethylcytosine (5hmC). Unlike 5mC,
elevated 5hmC deposition across a gene body marks active transcription. In this proposal, we will use nano-
hmC-seal, a whole-genome methodology for analyzing 5hmC modifications in cfDNA. Recently, we evaluated
5hmC in cfDNA collected serially from children with neuroblastoma and demonstrated that 5hmC profiles
correlated with disease burden and patient outcome. Importantly, we also found a cfDNA 5hmC derived
biomarker can distinguish patients with superior response to treatment from those at high risk for relapse. 5hmC
profiles from cfDNA compared to diagnostic high-risk primary tumors demonstrated cfDNA is derived from
clinically aggressive, malignant cells with activation of networks common in relapsed tumors. To prospectively
determine the prognostic strength of 5hmC-based cfDNA biomarkers, we will use nano-hmC-seal to generate
5hmC profiles from clinically annotated serial blood samples (liquid biopsies) collected from 400 patients enrolled
on the ongoing Children’s Oncology Group High-Risk Neuroblastoma Phase III study (ANBL1531,
NCT03126916). We hypothesize that cfDNA 5hmC profiles from children with neuroblastoma will serve as
superior biomarkers for response and survival compared to current clinical methods and will reveal transcriptional
networks driving relapse. The specific aims are: 1) Evolve and validate biomarkers of poor response at diagnosis;
2) Prospectively identify minimal residual disease (MRD) and predict relapse from serial cfDNA 5hmC profiles;
3) Experimentally confirm candidate networks enriched in cfDNA at relapse. The success of this proposal will
lead to: 1) unprecedented diagnostic biomarkers to improve therapeutic decisions; 2) early detection and
interventions for patients with relapse causing MRD; 3) identification of epigenetic mechanisms which drive
relapse. This work will have a transformative impact by to identifying patients who benefit from early introduction
of alternate therapy, improving outcomes for those with aggressive disease.
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Liquid biopsy approaches to inform neuroblastoma prognosis and disease monitoring
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批准号:10440004
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项目类别:
-
资助金额:$70.44万
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财政年份:2022
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负责人:Mark Andrew Applebaum
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依托单位:
Elucidating transcription regulation by epigenetics in neuroblastoma
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批准号:9892980
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项目类别:
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资助金额:$20.64万
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财政年份:2018
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负责人:Mark Andrew Applebaum
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依托单位:
海外基金