Takuya Toyonaga, MD, PhD
Research Scientist in Radiology and Biomedical ImagingCards
About
Research
Publications
Featured Publications
The regional pattern of age-related synaptic loss in the human brain differs from gray matter volume loss: in vivo PET measurement with [11C]UCB-J
Toyonaga T, Khattar N, Wu Y, Lu Y, Naganawa M, Gallezot J, Matuskey D, Mecca A, Pittman B, Dias M, Nabulsi N, Finnema S, Chen M, Arnsten A, Radhakrishnan R, Skosnik P, D’Souza D, Esterlis I, Huang Y, van Dyck C, Carson R. The regional pattern of age-related synaptic loss in the human brain differs from gray matter volume loss: in vivo PET measurement with [11C]UCB-J. European Journal Of Nuclear Medicine And Molecular Imaging 2023, 51: 1012-1022. PMID: 37955791, DOI: 10.1007/s00259-023-06487-8.Peer-Reviewed Original ResearchSynaptic densityAge-related decreaseMagnetic resonance imagingBlood flowAge-related synaptic lossGray matter volume lossSynaptic density lossPositron emission tomography (PET) ligandSynaptic vesicle glycoprotein 2AVivo PET measurementsMedial occipital cortexGray matter volumeAge-related neurodegenerationGray matter regionsCognitive normal subjectsAge-related changesSynaptic lossNerve terminalsWide age rangeOccipital cortexTomography ligandNormal subjectsGM volumeAge-related functional lossesMatter volumeImaging the fetal nonhuman primate brain with SV2A positron emission tomography (PET)
Rossano S, Toyonaga T, Berg E, Lorence I, Fowles K, Nabulsi N, Ropchan J, Li S, Ye Y, Felchner Z, Kukis D, Huang Y, Benveniste H, Tarantal AF, Groman S, Carson RE. Imaging the fetal nonhuman primate brain with SV2A positron emission tomography (PET). European Journal Of Nuclear Medicine And Molecular Imaging 2022, 49: 3679-3691. PMID: 35633376, PMCID: PMC9826644, DOI: 10.1007/s00259-022-05825-6.Peer-Reviewed Original ResearchConceptsPositron emission tomographySynaptic densityFetal brainThird trimesterEmission tomographyBrain developmentGravid rhesus monkeysPost-mortem brain tissueEarly neonatal periodNonhuman primate brainLate gestational periodSubset of subjectsPostnatal brain developmentPost-mortem samplesGestational ageNeonatal periodPregnant monkeysSynapse numberGestational periodPrimary motorPrimate brainBrain growthSubcortical regionsBrain tissueCortical regionsPET Imaging of Synaptic Density: Challenges and Opportunities of Synaptic Vesicle Glycoprotein 2A PET in Small Animal Imaging
Toyonaga T, Fesharaki-Zadeh A, Strittmatter SM, Carson RE, Cai Z. PET Imaging of Synaptic Density: Challenges and Opportunities of Synaptic Vesicle Glycoprotein 2A PET in Small Animal Imaging. Frontiers In Neuroscience 2022, 16: 787404. PMID: 35345546, PMCID: PMC8957200, DOI: 10.3389/fnins.2022.787404.Peer-Reviewed Original ResearchAnimal modelsPET imaging studiesPET imagingImaging studiesSynaptic vesicle glycoprotein 2ADisease animal modelsOngoing clinical investigationsDifferent injection routesSynaptic densityClinical investigationPharmacological effectsRodent brainNovel interventionsInjection routeNeurodegenerative disordersNeuropsychiatric diseasesPET studiesBrainMultiple diseasesPET centersDiseaseInjectable volumeImagingSmaller brainsPETDeep learning–based attenuation correction for whole-body PET — a multi-tracer study with 18F-FDG, 68 Ga-DOTATATE, and 18F-Fluciclovine
Toyonaga T, Shao D, Shi L, Zhang J, Revilla EM, Menard D, Ankrah J, Hirata K, Chen MK, Onofrey JA, Lu Y. Deep learning–based attenuation correction for whole-body PET — a multi-tracer study with 18F-FDG, 68 Ga-DOTATATE, and 18F-Fluciclovine. European Journal Of Nuclear Medicine And Molecular Imaging 2022, 49: 3086-3097. PMID: 35277742, PMCID: PMC10725742, DOI: 10.1007/s00259-022-05748-2.Peer-Reviewed Original ResearchConceptsNeural networkNovel deep learningNet neural networkPET/CT datasetsImage analysis metricsPhysics-based loss functionDeep learningCT-derived attenuation mapAttenuation mapLoss functionAnalysis metricsDetail recoveryTumor volume estimationMLAACT datasetsOSEM algorithmNetworkAlgorithmAttenuation correctionCorrection frameworkFeasibility of imaging synaptic density in the human spinal cord using [11C]UCB-J PET
Rossano S, Toyonaga T, Bini J, Nabulsi N, Ropchan J, Cai Z, Huang Y, Carson RE. Feasibility of imaging synaptic density in the human spinal cord using [11C]UCB-J PET. EJNMMI Physics 2022, 9: 32. PMID: 35503134, PMCID: PMC9065222, DOI: 10.1186/s40658-022-00464-0.Peer-Reviewed Original ResearchFull spinal cordSpinal cord injuryHuman spinal cordSpinal cordAmyotrophic lateral sclerosisDistribution volume ratioCervical SCSynaptic densitySynaptic vesicle protein 2ACervical spinal cordBrain gray matterUse of PETBaseline VTWhole-body imagesSynapse lossCord injuryLateral sclerosisInjury severityGray matterNeurodegenerative disordersCordProtein 2AHuman dataDVR valuesCurrent standardPartial 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 ResearchIdentifying brain networks in synaptic density PET (11C-UCB-J) with independent component analysis
Fang XT, Toyonaga T, Hillmer AT, Matuskey D, Holmes SE, Radhakrishnan R, Mecca AP, van Dyck CH, D’Souza D, Esterlis I, Worhunsky PD, Carson RE. Identifying brain networks in synaptic density PET (11C-UCB-J) with independent component analysis. NeuroImage 2021, 237: 118167. PMID: 34000404, PMCID: PMC8452380, DOI: 10.1016/j.neuroimage.2021.118167.Peer-Reviewed Original ResearchConceptsSynaptic densityResting-state functional magnetic resonance imagingSynaptic vesicle protein 2ALevel-dependent signal fluctuationsBrain networksFunctional magnetic resonance imagingMagnetic resonance imagingAge-related changesHealthy controlsResonance imagingRs-fMRIEffects of sexProtein 2AMultiple comparisonsHuman brainAgePotential utilitySexFirst evidenceCovariance patternsReduced synaptic vesicle protein 2A binding in temporal lobe epilepsy: A [11C]UCB‐J positron emission tomography study
Finnema SJ, Toyonaga T, Detyniecki K, Chen M, Dias M, Wang Q, Lin S, Naganawa M, Gallezot J, Lu Y, Nabulsi NB, Huang Y, Spencer DD, Carson RE. Reduced synaptic vesicle protein 2A binding in temporal lobe epilepsy: A [11C]UCB‐J positron emission tomography study. Epilepsia 2020, 61: 2183-2193. PMID: 32944949, DOI: 10.1111/epi.16653.Peer-Reviewed Original ResearchConceptsMedial temporal lobe sclerosisTemporal lobe epilepsyTLE subjectsPositron emission tomographyLobe epilepsyJ BPSynaptic vesicle protein 2APartial volume correctionTemporal lobe sclerosisPositron emission tomography studyEmission tomography studiesSeizure onset zonePromising biomarker approachJ bindingPresurgical selectionSclerotic hippocampusHippocampal asymmetryTLE patientsRegional binding patternsControl subjectsCentrum semiovaleContralateral regionsEpilepsy patientsOutcome measuresOnset zoneIn Vivo Synaptic Density Imaging with 11C-UCB-J Detects Treatment Effects of Saracatinib in a Mouse Model of Alzheimer Disease
Toyonaga T, Smith LM, Finnema SJ, Gallezot JD, Naganawa M, Bini J, Mulnix T, Cai Z, Ropchan J, Huang Y, Strittmatter SM, Carson RE. In Vivo Synaptic Density Imaging with 11C-UCB-J Detects Treatment Effects of Saracatinib in a Mouse Model of Alzheimer Disease. Journal Of Nuclear Medicine 2019, 60: 1780-1786. PMID: 31101744, PMCID: PMC6894376, DOI: 10.2967/jnumed.118.223867.Peer-Reviewed Original ResearchConceptsAPP/PS1 micePS1 miceAlzheimer's diseaseWT miceSynaptic densityC-UCBDrug washoutTreatment effectsPresenilin 1 (PS1) double transgenic miceHippocampal synaptic densityAPP/PS1Double transgenic miceEnd of treatmentWild-type miceAmyloid precursor proteinEarly Alzheimer's diseaseSignificant differencesSUVR-1New PET tracersMild cognitive impairmentAD miceSynaptic deficitsOral gavageAD treatmentHealthy subjectsAssessment of a white matter reference region for 11C-UCB-J PET quantification
Rossano S, Toyonaga T, Finnema SJ, Naganawa M, Lu Y, Nabulsi N, Ropchan J, De Bruyn S, Otoul C, Stockis A, Nicolas JM, Martin P, Mercier J, Huang Y, Maguire RP, Carson RE. Assessment of a white matter reference region for 11C-UCB-J PET quantification. Cerebrovascular And Brain Metabolism Reviews 2019, 40: 1890-1901. PMID: 31570041, PMCID: PMC7446568, DOI: 10.1177/0271678x19879230.Peer-Reviewed Original Research
Teaching & Mentoring
Mentoring
Seyed Faraz Nejati, MD
Postdoctoral Associate2023 - Present