2D MR Correlational Spectroscopy Platform for Molecular and Genetic Characterizations of Glioma
2D MR Correlational Spectroscopy Platform for Molecular and Genetic Characterizations of Glioma
批准号:
9912115
负责人:
Zahra Hosseini
金额:
$43.69万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2017
资助国家:
美国
项目状态:
已结题
起止时间:
2017-04-01 至 2023-03-31
关键词:
19qAddressAlgorithmsAstrocytomaBiochemical PathwayBiological MarkersBrain DiseasesBrain NeoplasmsCancer BiologyCharacteristicsClassificationClinicalClinical ManagementCollaborationsCoupledCouplingDataDetectionDiagnosisDiffuseDiseaseEarly DiagnosisEngineeringEnzymesGenesGlioblastomaGliomaGlutamatesGlutamineGoalsImaging DeviceImaging technologyImpairmentIndividualInfiltrationIsocitrate DehydrogenaseIsocitratesLeadLinkLocationMagnetic Resonance ImagingMagnetic Resonance SpectroscopyMalignant - descriptorMalignant NeoplasmsMeasuresMetabolicMetabolismMethodsMolecularMolecular GeneticsMonitorMorphologyMotionMutateMutationNADPPatientsPatternPhysiologic pulseProceduresPropertyProtocols documentationResearchResearch PersonnelResolutionResourcesRetreatmentSignal TransductionSpectrum AnalysisStructureTechniquesTechnologyTestingThe Cancer Genome AtlasTissuesTumor SubtypeUniversitiesWorkacademic programalpha ketoglutaratebasebrain tissuecancer biomarkersclinical applicationclinical practicecomputerized data processingdata acquisitionimaging capabilitiesimprovedindividualized medicineindustry partnerinnovationinterestmutantneuro-oncologynoveloligodendrogliomaoutcome forecastpatient stratificationpersonalized medicineprecision medicineprogramsreconstructionresearch and developmentresponsespecific biomarkersspectroscopic imagingsuccesstargeted treatmenttooltreatment responsetumortumor metabolismtumor progressiontwo-dimensional
中文摘要
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英文摘要
PROJECT SUMMARY With the growing emphases and clinical needs for molecular and genetic based
diagnosis and treatment monitoring, both academic programs and scanner manufactures are making
significant effort to improve and innovate magnetic resonance imaging (MRI) and spectroscopy (MRS)
methods for interrogating metabolic functions and abnormalities in patients. Diffuse infiltrating low grade
gliomas (LGG) are among the most lethal cancers and present great challenges in diagnosis and treatment, as
they vary considerably in morphology, location, genetic alterations and response to therapy. One major
challenge in the clinical management of LGG patients is the lack of accurate and non-invasive methods to
stratify patients by tumor subtype to help with early diagnosis, individualized treatment and longitudinal clinical
management. The discovery of heterozygous mutations in the isocitrate dehydrogenase (IDH1 and IDH2)
genes in up to 70 % of LGG and secondary glioblastoma multiforme (GBM) links genetic alterations to tumor
metabolism, prognosis and responses to treatment. IDH mutations lead to a neofunction of catalyzing the
NADP-dependent reduction of α-ketoglutarate to oncometabolite R(-)-2-hydroxyglutarate, (2-HG). These
important findings are changing the clinical paradigm of managing gliomas, if given the ability of detecting and
measuring 2-HG to identify IDH mutation-bearing tumors, predict the prognosis, define subset-specific
treatments and monitor therapeutic response. Our early study found the unique MR spectroscopic signature of
2-HG, which allowed us to establish 2-HG as a biomarker of IDH mutations with potential to quantify 2-HG in
brain tumor patients using a spatially localized two-dimensional (2D) correlation spectroscopy (COSY) MRS
method. This new strategy for detecting 2-HG can overcome the limitation of conventional 1D J-coupling
editing MRS approaches in resolving 2-HG and other metabolites of interest. Investigators at Emory University
in partnership with engineers from Siemens MR R&D are proposing to develop and implement a 2D COSY
platform on the clinical scanner for non-invasive genetically classifying and characterizing gliomas as well as
potentially monitoring retreatment responses and tumor progression in LGG patients using 2-HG as a
biomarker. This project combines complementary strengths, expertise and resources of Emory and Siemens
with a translational goal to integrate the latest cancer biology and biomarker research and advanced imaging
technology to provide a paradigm shifting imaging tool for clinical management of brain tumors. The specific
aims are: 1) to develop a sensitivity enhancing strategy with the latest 64-channel coil array and a novel coil
proximity weighted parallel MR spectroscopy data acquisition and combination for 2D COSY; 2) to test,
optimize and implement the developed method and to develop in-line data processing toolbox for processing
and analyzing 2D COSY data on the clinical scanner; and 3) to test and validate the developed 2D COSY
platform for genetically profiling gliomas using 2-HG as a marker and detecting other metabolites in patients.
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
Optimized truncation to integrate multi-channel MRS data using rank-R singular value decomposition.
使用 R 阶奇异值分解优化截断以集成多通道 MRS 数据。
DOI:
10.1002/nbm.4297
发表时间:
2020
期刊:
NMR in biomedicine
影响因子:
2.9
作者:
[Sung,Dongsuk, Risk,BenjaminB, Owusu-Ansah,Maame, Zhong,Xiaodong, Mao,Hui, Fleischer,CandaceC]
通讯作者:
Fleischer,CandaceC
海外基金