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DEVELOPMENT AND VALIDATION OF AN IMAGING-BASED BIOMARKER OF THERAPEUTIC EFFICACY

DEVELOPMENT AND VALIDATION OF AN IMAGING-BASED BIOMARKER OF THERAPEUTIC EFFICACY
基于成像的治疗效果生物标志物的开发和验证
批准号:
8089501
负责人:
Mukund Seshadri
金额:
$20.24万
依托单位国家:
美国
项目类别:
财政年份:
2010
资助国家:
美国
项目状态:
已结题
起止时间:
2010-06-14 至 2013-05-31
关键词:
Adverse effectsAftercareAlgorithmsAngiogenesis InhibitorsAnimal ModelAnimalsApoptosisApplications GrantsAreaBiologic CharacteristicBiologicalBiological AssayBiological MarkersBiological ModelsBlood VesselsCancer PatientCell ProliferationCellularityClassificationClinicalClinical TrialsDataDetectionDevelopmentDiagnosticDiffusionDiffusion Magnetic Resonance ImagingDimethylxanthenone Acetic AcidDisorder by SiteDoseDrug Delivery SystemsEvaluationExhibitsFeedbackFunctional ImagingFutureGoalsGrowthHead and Neck Squamous Cell CarcinomaHealthHeterogeneityHistologicImageImmunohistochemistryIn SituIndividualInterleukin-6Ionizing radiationMagnetic Resonance ImagingMalignant NeoplasmsMalignant neoplasm of lungMeasuresMediator of activation proteinMethodsModelingMolecularMolecular BiologyMonitorMultivariate AnalysisMusNecrosisNormal tissue morphologyOperative Surgical ProceduresOutcomePatient SelectionPatientsPermeabilityPharmacodynamicsPhase I Clinical TrialsPhase II Clinical TrialsPhysiologyPlayPoisonPositron-Emission TomographyPre-Clinical ModelPreclinical Drug EvaluationPredispositionProtocols documentationPublishingRadioactive TracersResearch ProposalsResolutionRoleSafetyScheduleSerotoninSiteSolid NeoplasmSpecimenStatistical ModelsSystemTNF geneTechniquesTestingTherapeuticTherapeutic AgentsTissuesTranslationsTransplantationTreatment EfficacyTreatment outcomeTumor Cell LineTumor Necrosis Factor-alphaTumor TissueTumor VolumeTumor-DerivedValidationVascular PermeabilitiesWeightX-Ray Computed TomographyXenograft procedureangiogenesisanticancer treatmentbasecancer therapycell killingchemotherapeutic agentchemotherapyclinical applicationclinically relevantcohortcytotoxicdensityhuman TNF proteinimaging modalityin vivointerestirinotecanmolecular markerneoplastic cellnoveloncologypatient populationpre-clinicalpreclinical evaluationpreclinical studyprognosticprospectiveresearch clinical testingresearch studyresponsesoft tissuestandard measuresuccesstumortumor growthtumor xenograftvalidation studies

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DESCRIPTION (provided by applicant): Successful clinical evaluation of targeted therapies is dependent on the development of noninvasive imaging methods to characterize early vascular and cellular changes in situ following treatment. In this application, we propose to non-invasively monitor the effects of vascular-targeted therapy in vivo using magnetic resonance imaging (MRI) with the overall goal of identifying and validating early imaging biomarkers that are predictive of treatment outcome. Studies will be carried out using primary patient tumor-derived xenografts of squamous cell carcinomas of the head and neck (SCCHN) following treatment with a tumor vascular disrupting agent (tumor-VDA), 5,6-dimethylxanthenone-4-acetic acid (DMXAA) alone and in combination with the chemotherapeutic agent, Irinotecan. Three MRI methods, (i) T1-weighted dynamic contrast-enhanced MRI (DCE-MRI), (ii) T2*weighted intrinsic susceptibility MRI, and (iii) diffusion-weighted MRI (DW-MRI) will be employed to measure the vascular and cellular response of SCCHN patient tumor xenografts to VDA chemotherapy. It is our hypothesis that quantitative changes in these MRI parameters obtained shortly after treatment will serve as indicators of therapeutic efficacy. To test this hypothesis, we will carry out systematic and rigorous statistical analyses powered to detect correlation between imaging and non-imaging variables with treatment outcome using clinically applicable end points. Suitable algorithms and statistical models will be used to evaluate the association between imaging parameters and underlying molecular mechanisms and to allow detection of response variables that are predictive of therapeutic efficacy. Once developed, we will prospectively validate the prediction algorithm in a separate cohort using the same treatment conditions. Based on our encouraging preliminary results, we envision successful identification and validation of an imaging biomarker that could be applied in future clinical trials in cancer patients irrespective of the disease site. Understanding these tissue-specific changes following treatment would assist in the optimization and clinical application of vascular-targeted therapies. The specific aims are: Aim 1. To monitor vascular and cellular response to VDA chemotherapy using MRI Aim 2. To evaluate the association between imaging data and underlying molecular mechanisms Aim 3. To identify and validate the ability of imaging markers to predict outcome PUBLIC HEALTH RELEVANCE: The overall focus of this proposal is to non-invasively monitor the effects of vascular-targeted therapy in vivo using magnetic resonance imaging (MRI) with the goal of identifying and validating early imaging biomarkers of treatment outcome. Using primary patient tumor xenografts, we plan to carry out a systematic and rigorous statistical evaluation into the predictive ability of MRI biomarkers along with association of individual imaging parameters to underlying mechanisms. We envision successful identification and validation of an MRI response biomarker that could potentially be applied in future clinical trials.
期刊论文(5)
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会议论文
DOI: 10.1186/1758-3284-2-35
发表时间: 2010-11-26
期刊: Head & neck oncology
影响因子: --
作者: [Kumar R, Ohulchanskyy TY, Turowski SG, Thompson ME, Seshadri M, Prasad PN]
通讯作者: Prasad PN
DOI: 10.1016/j.oraloncology.2011.04.001
发表时间: 2011-06
期刊: ORAL ONCOLOGY
影响因子: 4.8
作者: [Cao, Shousong, Durrani, Farukh A., Toth, Karoly, Rustum, Youcef M., Seshadri, Mukund]
通讯作者: Seshadri, Mukund
DOI: 10.1016/j.oraloncology.2013.06.011
发表时间: 2013-09
期刊: ORAL ONCOLOGY
影响因子: 4.8
作者: [Folaron, Margaret, Kalmuk, James, Lockwood, Jaimee, Frangou, Costakis, Vokes, Jordan, Turowski, Steven G., Merzianu, Mihai, Rigual, Nestor R., Sullivan-Nasca, Maureen, Kuriakose, Moni A., Hicks, Wesley L., Jr., Singh, Anurag K., Seshadri, Mukund]
通讯作者: Seshadri, Mukund
Radiation-induced Salivary Gland Vascular Injury: Mechanisms and Interventions
Acquisition of a 7T MR scanner for Translational Imaging Research at Roswell Park
Radiogenomic Credentialing of Head and Neck Cancer Models
Radiogenomic Credentialing of Head and Neck Cancer Models
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