2023
Markerless head motion tracking and event-by-event correction in brain PET
Zeng T, Lu Y, Jiang W, Zheng J, Zhang J, Gravel P, Wan Q, Fontaine K, Mulnix T, Jiang Y, Yang Z, Revilla E, Naganawa M, Toyonaga T, Henry S, Zhang X, Cao T, Hu L, Carson R. Markerless head motion tracking and event-by-event correction in brain PET. Physics In Medicine And Biology 2023, 68: 245019. PMID: 37983915, PMCID: PMC10713921, DOI: 10.1088/1361-6560/ad0e37.Peer-Reviewed Original ResearchMeSH KeywordsAlgorithmsBrainHeadHumansImage Processing, Computer-AssistedMotionMovementPhantoms, ImagingPositron-Emission TomographyConceptsPoint source studyHead motion correctionSmaller residual displacementMotion correctionIterative closest point (ICP) registration algorithmHead motion trackingSpatial resolutionResidual displacementData-driven evaluation methodHigh spatial resolutionLow noiseMotion trackingStereovision cameraMotion tracking deviceStructured lightEvent correctionBrain positron emission tomography (PET) imagingTracking deviceReconstruction resultsHMT methodPoint cloudsNegative biasReference cloudUMTEvaluation methodDose reduction in dynamic synaptic vesicle glycoprotein 2A PET imaging using artificial neural networks
Li A, Yang B, Naganawa M, Fontaine K, Toyonaga T, Carson R, Tang J. Dose reduction in dynamic synaptic vesicle glycoprotein 2A PET imaging using artificial neural networks. Physics In Medicine And Biology 2023, 68: 245006. PMID: 37857316, PMCID: PMC10739622, DOI: 10.1088/1361-6560/ad0535.Peer-Reviewed Original ResearchMeSH KeywordsBrainDrug TaperingGlycoproteinsHumansImage Processing, Computer-AssistedNeural Networks, ComputerPositron-Emission TomographySynaptic VesiclesEvaluating infusion methods and simplified quantification of synaptic density in vivo with [11C]UCB-J and [18F]SynVesT-1 PET
Asch R, Naganawa M, Nabulsi N, Huan Y, Esterlis I, Carson R. Evaluating infusion methods and simplified quantification of synaptic density in vivo with [11C]UCB-J and [18F]SynVesT-1 PET. Cerebrovascular And Brain Metabolism Reviews 2023, 43: 2120-2129. PMID: 37669455, PMCID: PMC10925870, DOI: 10.1177/0271678x231200423.Peer-Reviewed Original ResearchPrincipal component analysis of synaptic density measured with [11C]UCB-J PET in early Alzheimer’s disease
O'Dell R, Higgins-Chen A, Gupta D, Chen M, Naganawa M, Toyonaga T, Lu Y, Ni G, Chupak A, Zhao W, Salardini E, Nabulsi N, Huang Y, Arnsten A, Carson R, van Dyck C, Mecca A. Principal component analysis of synaptic density measured with [11C]UCB-J PET in early Alzheimer’s disease. NeuroImage Clinical 2023, 39: 103457. PMID: 37422964, PMCID: PMC10338149, DOI: 10.1016/j.nicl.2023.103457.Peer-Reviewed Original ResearchMeSH KeywordsAlzheimer DiseaseAmyloidAmyloidogenic ProteinsBrainCognitive DysfunctionHumansPositron-Emission TomographyPrincipal Component AnalysisConceptsCognitive domainsCognitive performanceSubjects' scoresCortical regionsNeuropsychological batteryEarly Alzheimer's diseaseAD groupBilateral regionsNormal participantsNegative loadingsCognitive impairmentCN participantsAlzheimer's diseaseParticipantsStructural correlatesStrong contributionParticipant characteristicsScoresPositive loadingsData-driven approachTotal variancePrincipal component analysisSpecific spatial patternsReductions in synaptic marker SV2A in early-course Schizophrenia
Yoon J, Zhang Z, Mormino E, Davidzon G, Minzenberg M, Ballon J, Kalinowski A, Hardy K, Naganawa M, Carson R, Khalighi M, Park J, Levinson D, Chin F. Reductions in synaptic marker SV2A in early-course Schizophrenia. Journal Of Psychiatric Research 2023, 161: 213-217. PMID: 36934603, DOI: 10.1016/j.jpsychires.2023.02.026.Peer-Reviewed Original ResearchMeSH KeywordsBrainFrontal LobeHippocampusHumansMembrane GlycoproteinsNerve Tissue ProteinsPositron-Emission TomographySchizophreniaTemporal LobeConceptsChronic patientsSynaptic pruningStage of illnessEarly course patientsEarly course schizophreniaSeverity of delusionsWidespread reductionMajor disease mechanismsSynaptic deficitsSynaptic markersSynaptic eliminationPET scansFormal onsetBrain regionsSignificant positive correlationPatientsSchizophrenia studiesSchizophreniaDisease mechanismsCognitive performanceIllnessEarly phaseSpecific bindingPresent studyPositive correlation
2022
Imaging of Synaptic Density in Neurodegenerative Disorders
Carson RE, Naganawa M, Toyonaga T, Koohsari S, Yang Y, Chen MK, Matuskey D, Finnema SJ. Imaging of Synaptic Density in Neurodegenerative Disorders. Journal Of Nuclear Medicine 2022, 63: 60s-67s. PMID: 35649655, DOI: 10.2967/jnumed.121.263201.Peer-Reviewed Original ResearchMeSH KeywordsAlzheimer DiseaseAnimalsHumansMembrane GlycoproteinsMiceNerve Tissue ProteinsPositron-Emission TomographyRadiopharmaceuticalsRatsConceptsSynaptic densityAlzheimer's diseaseNeurodegenerative disordersNeurodegenerative diseasesSynaptic vesicle protein 2APotential reference regionsSynaptic density lossLewy body dementiaProgressive supranuclear palsyDisease-modifying therapiesSpecific brain proteinsLarge patient cohortAntiepileptic drug levetiracetamPET imaging resultsMultiple neurodegenerative disordersSynaptic lossSupranuclear palsyCorticobasal degenerationNeuropathologic diseasePatient cohortRat modelClinical valueF-FDGParkinson's diseaseEfficacy assessmentAdaptive data-driven motion detection and optimized correction for brain PET
Revilla EM, Gallezot JD, Naganawa M, Toyonaga T, Fontaine K, Mulnix T, Onofrey JA, Carson RE, Lu Y. Adaptive data-driven motion detection and optimized correction for brain PET. NeuroImage 2022, 252: 119031. PMID: 35257856, PMCID: PMC9206767, DOI: 10.1016/j.neuroimage.2022.119031.Peer-Reviewed Original ResearchMeSH KeywordsAlgorithmsBrainHumansImage Processing, Computer-AssistedKineticsMotionMovementPositron-Emission TomographyConceptsDetection algorithmMotion correction methodMotion tracking informationExternal motion tracking devicesMotion detection algorithmMotion tracking methodImage registration algorithmHead motionReal human datasetsData-driven methodUser-defined parametersImage quality degradationMotion tracking deviceMultiple usersDynamic datasetsTracking informationManual interventionRegistration algorithmMotion detectionTracking methodComparable performanceAlgorithmQuality degradationHuman datasetsTracking deviceSynaptic density and cognitive performance in Alzheimer's disease: A PET imaging study with [11C]UCB‐J
Mecca AP, O'Dell RS, Sharp ES, Banks ER, Bartlett HH, Zhao W, Lipior S, Diepenbrock NG, Chen M, Naganawa M, Toyonaga T, Nabulsi NB, Vander Wyk B, Arnsten AFT, Huang Y, Carson RE, van Dyck C. Synaptic density and cognitive performance in Alzheimer's disease: A PET imaging study with [11C]UCB‐J. Alzheimer's & Dementia 2022, 18: 2527-2536. PMID: 35174954, PMCID: PMC9381645, DOI: 10.1002/alz.12582.Peer-Reviewed Original ResearchMeSH KeywordsAlzheimer DiseaseBrainCognitionCognitive DysfunctionHumansPositron-Emission TomographySynapsesConceptsSynaptic densityEarly Alzheimer's diseaseAlzheimer's diseaseCognitive performanceMajor pathological correlateGray matter volumePositron emission tomography (PET) imagingEmission Tomography ImagingPET imaging studiesIndividual cognitive domainsNeuropathologic studiesSignificant positive associationSynapse lossSynaptic alterationsPathological correlatesNeuropsychological test performanceMatter volumeCognitive impairmentSignificant associationImaging studiesDiseaseTomography imagingGlobal cognitionStrongest predictorPositive associationImaging the effect of ketamine on synaptic density (SV2A) in the living brain
Holmes SE, Finnema SJ, Naganawa M, DellaGioia N, Holden D, Fowles K, Davis M, Ropchan J, Emory P, Ye Y, Nabulsi N, Matuskey D, Angarita GA, Pietrzak RH, Duman RS, Sanacora G, Krystal JH, Carson RE, Esterlis I. Imaging the effect of ketamine on synaptic density (SV2A) in the living brain. Molecular Psychiatry 2022, 27: 2273-2281. PMID: 35165397, PMCID: PMC9133063, DOI: 10.1038/s41380-022-01465-2.Peer-Reviewed Original ResearchMeSH KeywordsAnimalsAntidepressive AgentsBrainDepressive Disorder, MajorHumansKetamineMacaca mulattaMembrane GlycoproteinsNerve Tissue ProteinsPositron-Emission TomographyConceptsKetamine's therapeutic effectsMajor depressive disorderTherapeutic effectPositron emission tomographyPosttraumatic stress disorderHealthy controlsSynaptic connectionsSynaptic vesicle protein 2APost-synaptic mechanismsEffects of ketamineDiscovery of ketamineNon-human primatesAntidepressant effectsDepressive disorderSingle administrationSynaptic densityPsychiatric disordersDepression severityKetamineEmission tomographyTerminal densityLiving brainStress disorderRobust reductionDissociative symptoms
2021
Brain opioid segments and striatal patterns of dopamine release induced by naloxone and morphine
Shokri‐Kojori E, Naganawa M, Ramchandani VA, Wong DF, Wang G, Volkow ND. Brain opioid segments and striatal patterns of dopamine release induced by naloxone and morphine. Human Brain Mapping 2021, 43: 1419-1430. PMID: 34873784, PMCID: PMC8837588, DOI: 10.1002/hbm.25733.Peer-Reviewed Original ResearchMeSH KeywordsAdultCorpus StriatumDopamineFemaleHumansMaleMorphineNaloxoneNarcotic AntagonistsNarcoticsPositron-Emission TomographyReceptors, OpioidRetrospective StudiesConceptsOpioid receptor availabilityStriatal DA releaseDA releaseOpioid receptorsReceptor availabilityDopamine releaseStriatal dopamine releaseOpioid use disorderBrain-wide distributionInverse associationHealthy controlsStriatal distributionClinical studiesStriatal patternUse disordersSubcortical regionsVentral striatumGray matter segmentsReceptorsNaloxoneMorphineStriatumDA targetsRelease patternReleaseLower prefrontal cortical synaptic vesicle binding in cocaine use disorder: An exploratory 11C‐UCB‐J positron emission tomography study in humans
Angarita GA, Worhunsky PD, Naganawa M, Toyonaga T, Nabulsi NB, Li C, Esterlis I, Skosnik PD, Radhakrishnan R, Pittman B, Gueorguieva R, Potenza MN, Finnema SJ, Huang Y, Carson RE, Malison RT. Lower prefrontal cortical synaptic vesicle binding in cocaine use disorder: An exploratory 11C‐UCB‐J positron emission tomography study in humans. Addiction Biology 2021, 27: e13123. PMID: 34852401, PMCID: PMC8891080, DOI: 10.1111/adb.13123.Peer-Reviewed Original ResearchMeSH KeywordsBrainCocaineHumansNerve Tissue ProteinsPositron-Emission TomographyPrefrontal CortexPyridinesSynaptic VesiclesConceptsCocaine use disorderAnterior cingulate cortexRecent cocaine useSynaptic densityMedial orbitofrontal cortexPrefrontal cortexCocaine useOrbitofrontal cortexUse disordersVentromedial prefrontal cortexPositron emission tomography scanPositron emission tomography studyEmission tomography scanSynaptic vesicle glycoprotein 2AHealthy control subjectsVolume of distributionEmission tomography studiesAcute cocaineControl subjectsTomography scanCocaine exposurePreclinical studiesHC subjectsDendritic spinesLifetime cocaine useGeneration of parametric Ki images for FDG PET using two 5‐min scans
Wu J, Liu H, Ye Q, Gallezot J, Naganawa M, Miao T, Lu Y, Chen M, Esserman DA, Kyriakides TC, Carson RE, Liu C. Generation of parametric Ki images for FDG PET using two 5‐min scans. Medical Physics 2021, 48: 5219-5231. PMID: 34287939, DOI: 10.1002/mp.15113.Peer-Reviewed Original ResearchMeSH KeywordsAlgorithmsFluorodeoxyglucose F18HumansPositron-Emission TomographyRadiopharmaceuticalsWhole Body ImagingConceptsPopulation-based input functionDynamic FDG-PET scansFDG-PET scansFDG-PETSUV changesPET scansClinical practiceSolid lung nodulesClinical usefulnessLate scansBone marrowRegion of interestLung nodulesInput functionScansPatlak analysisKi imagesMin/T-testCorrelation coefficientTumorsSubjectsNodulesDynamic imagingPETImaging Pituitary Vasopressin 1B Receptor in Humans with the PET Radiotracer 11C-TASP699
Naganawa M, Nabulsi NB, Matuskey D, Henry S, Ropchan J, Lin SF, Gao H, Pracitto R, Labaree D, Zhang MR, Suhara T, Nishino I, Sabia H, Ozaki S, Huang Y, Carson RE. Imaging Pituitary Vasopressin 1B Receptor in Humans with the PET Radiotracer 11C-TASP699. Journal Of Nuclear Medicine 2021, 63: 609-614. PMID: 34385336, DOI: 10.2967/jnumed.121.262430.Peer-Reviewed Original ResearchMeSH KeywordsHumansHypothalamo-Hypophyseal SystemPituitary-Adrenal SystemPositron-Emission TomographyPyridinesPyrimidinonesReceptors, VasopressinReproducibility of ResultsConceptsMultilinear analysis 1Test-retest variabilityPlasma concentrationsHealthy subjectsR occupancyR antagonistBrain regionsMetabolite-corrected arterial input functionAbsolute test-retest variabilityAdrenal axis activityNovel PET radiotracersSubstantial specific bindingDose-dependent fashionVasopressin 1b receptorTest-retest reproducibilityHalf maximal inhibitory concentrationAdverse eventsAxis activityOutcome measuresReceptor occupancyTime-activity curvesArginine vasopressinPosterior pituitaryDistribution volumeNeuropsychiatric disordersGeneration of synthetic PET images of synaptic density and amyloid from 18F‐FDG images using deep learning
Wang R, Liu H, Toyonaga T, Shi L, Wu J, Onofrey JA, Tsai Y, Naganawa M, Ma T, Liu Y, Chen M, Mecca AP, O’Dell R, van Dyck C, Carson RE, Liu C. Generation of synthetic PET images of synaptic density and amyloid from 18F‐FDG images using deep learning. Medical Physics 2021, 48: 5115-5129. PMID: 34224153, PMCID: PMC8455448, DOI: 10.1002/mp.15073.Peer-Reviewed Original ResearchAlzheimer DiseaseAniline CompoundsBrainDeep LearningFluorodeoxyglucose F18HumansPositron-Emission TomographyIn vivo evidence of lower synaptic vesicle density in schizophrenia
Radhakrishnan R, Skosnik PD, Ranganathan M, Naganawa M, Toyonaga T, Finnema S, Hillmer AT, Esterlis I, Huang Y, Nabulsi N, Carson RE, D’Souza D. In vivo evidence of lower synaptic vesicle density in schizophrenia. Molecular Psychiatry 2021, 26: 7690-7698. PMID: 34135473, DOI: 10.1038/s41380-021-01184-0.Peer-Reviewed Original ResearchMeSH KeywordsBrainHumansNerve Tissue ProteinsPositron-Emission TomographySchizophreniaSynaptic VesiclesConceptsSynaptic vesicle densityHealthy controlsVesicle densityHigh-resolution research tomographySynaptic densitySCZ patientsVivo measuresNovel positron emission tomography (PET) ligandGender-matched healthy controlsCumulative antipsychotic exposurePositron emission tomography (PET) ligandSynaptic spine densityPsychosis symptom severityGray matter volumeJ bindingAntipsychotic exposureSpine densityDisease progressionFrontal cortexOccipital cortexTomography ligandTemporal cortexAnterior cingulateVivo findingsParietal cortexPartial volume correction analysis for 11C-UCB-J PET studies of Alzheimer's disease
Lu Y, Toyonaga T, Naganawa M, Gallezot JD, Chen MK, Mecca AP, van Dyck CH, Carson RE. Partial volume correction analysis for 11C-UCB-J PET studies of Alzheimer's disease. NeuroImage 2021, 238: 118248. PMID: 34119639, PMCID: PMC8454285, DOI: 10.1016/j.neuroimage.2021.118248.Peer-Reviewed Original ResearchAlzheimer DiseaseBrainCerebrovascular CirculationHumansImage Processing, Computer-AssistedPositron-Emission TomographyRadiopharmaceuticalsPreliminary In Vivo Evidence of Reduced Synaptic Density in Human Immunodeficiency Virus (HIV) Despite Antiretroviral Therapy
Weiss JJ, Calvi R, Naganawa M, Toyonaga T, Farhadian SF, Chintanaphol M, Chiarella J, Zheng MQ, Ropchan J, Huang Y, Pietrzak RH, Carson RE, Spudich S. Preliminary In Vivo Evidence of Reduced Synaptic Density in Human Immunodeficiency Virus (HIV) Despite Antiretroviral Therapy. Clinical Infectious Diseases 2021, 73: 1404-1411. PMID: 34050746, PMCID: PMC8528400, DOI: 10.1093/cid/ciab484.Peer-Reviewed Original ResearchMeSH KeywordsAgedCross-Sectional StudiesHIVHIV InfectionsHumansMalePilot ProjectsPositron-Emission TomographyConceptsHuman immunodeficiency virusAntiretroviral therapySynaptic densityMagnetic resonance imagingMale PLWHImmunodeficiency virusUnderwent magnetic resonance imagingPositron emission tomographicCross-sectional pilotHIV neuropathogenesisViral suppressionCommon complicationSynaptic injuryNeurological impairmentDynamic biomarkersPLWHTherapeutic studiesCortical areasMotor coordinationPathological hallmarkPET scanningPromising biomarkerTherapeutic interventionsResonance imagingPegboard performanceComparison of [11C]UCB-J and [18F]FDG PET in Alzheimer’s disease: A tracer kinetic modeling study
Chen MK, Mecca AP, Naganawa M, Gallezot JD, Toyonaga T, Mondal J, Finnema SJ, Lin SF, O’Dell R, McDonald JW, Michalak HR, Vander Wyk B, Nabulsi NB, Huang Y, Arnsten AF, van Dyck CH, Carson RE. Comparison of [11C]UCB-J and [18F]FDG PET in Alzheimer’s disease: A tracer kinetic modeling study. Cerebrovascular And Brain Metabolism Reviews 2021, 41: 2395-2409. PMID: 33757318, PMCID: PMC8393289, DOI: 10.1177/0271678x211004312.Peer-Reviewed Original ResearchMeSH KeywordsAgedAged, 80 and overAlzheimer DiseaseFemaleFluorodeoxyglucose F18HumansMaleMiddle AgedPositron-Emission TomographyConceptsSynaptic densityMedial temporal regionsAlzheimer's diseaseNeocortical regionsTemporal regionsRelative outcome measuresMedial temporal lobeVivo PET imagingJ bindingOutcome measuresTemporal lobeMagnitude of reductionCN participantsBrain regionsAD participantsDiseasePET imagingConcordant reductionNormal participantsSynaptic vesiclesPerfusionMetabolismSuitable markerParticipantsSimilar patternPET Imaging Estimates of Regional Acetylcholine Concentration Variation in Living Human Brain
Smart K, Naganawa M, Baldassarri SR, Nabulsi N, Ropchan J, Najafzadeh S, Gao H, Navarro A, Barth V, Esterlis I, Cosgrove KP, Huang Y, Carson RE, Hillmer AT. PET Imaging Estimates of Regional Acetylcholine Concentration Variation in Living Human Brain. Cerebral Cortex 2021, 31: 2787-2798. PMID: 33442731, PMCID: PMC8355478, DOI: 10.1093/cercor/bhaa387.Peer-Reviewed Original ResearchConceptsACh concentrationHuman volunteersHigh ACh concentrationsMuscarinic antagonist scopolamineHealthy human volunteersHuman brainCholinergic receptorsNicotine challengeAntagonist scopolaminePreclinical studiesStriatal regionsPET scansEndogenous neurotransmittersNeuropsychiatric diseasesNonhuman primatesWhole-brain imagesDrug occupancyNicotinic ligandsClinical populationsBrainAcetylcholineDistinct functional rolesStriatumVolunteersFunctional roleAssessment of test-retest reproducibility of [18F]SynVesT-1, a novel radiotracer for PET imaging of synaptic vesicle glycoprotein 2A
Li S, Naganawa M, Pracitto R, Najafzadeh S, Holden D, Henry S, Matuskey D, Emery PR, Cai Z, Ropchan J, Nabulsi N, Carson RE, Huang Y. Assessment of test-retest reproducibility of [18F]SynVesT-1, a novel radiotracer for PET imaging of synaptic vesicle glycoprotein 2A. European Journal Of Nuclear Medicine And Molecular Imaging 2021, 48: 1327-1338. PMID: 33416954, DOI: 10.1007/s00259-020-05149-3.Peer-Reviewed Original ResearchMeSH KeywordsAnimalsBrainFluorine RadioisotopesGlycoproteinsPositron-Emission TomographyPyridinesPyrrolidinonesRadiopharmaceuticalsReproducibility of ResultsSynaptic VesiclesConceptsTest-retest reproducibilityTime-activity curvesBPND valuesNonhuman primatesAbsolute test-retest variabilitySynaptic vesicle glycoprotein 2AHigh brain uptakeNon-displaceable binding potentialExcellent test-retest reproducibilityGray matter areasHealthy human subjectsHigh uptakeTest-retest variabilityDynamic PET scanningTest-retest reliabilityBrain uptakeDistribution volume valuesCentrum semiovaleUrinary bladderOne-tissue compartment modelMaximum SUVPET scanningPET scansTracer uptakeBrain disorders