2024
A shared spatial topography links the functional connectome correlates of cocaine use disorder and dopamine D2/3 receptor densities
Ricard J, Labache L, Segal A, Dhamala E, Cocuzza C, Jones G, Yip S, Chopra S, Holmes A. A shared spatial topography links the functional connectome correlates of cocaine use disorder and dopamine D2/3 receptor densities. Communications Biology 2024, 7: 1178. PMID: 39300138, PMCID: PMC11413242, DOI: 10.1038/s42003-024-06836-9.Peer-Reviewed Original ResearchMeSH KeywordsAdultBrainCocaine-Related DisordersConnectomeFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedPositron-Emission TomographyReceptors, Dopamine D2Receptors, Dopamine D3ConceptsCocaine use disorderPatterns of functional connectivityUse disorderFunctional connectivityReceptor densityLarge-scale functional brain networksMaintenance of substance useDopamine D2/3 receptorsDopamine receptor densityCortico-striatal circuitsProfile of functional connectivitySubstance use disordersFunctional brain networksNeurotransmitter receptor densityD2/3 receptorsDopamine systemTransporter bindingSubcortical systemsBrain networksSubstance useCocaineSpatial topographyDisordersDopamineBiological mechanismsNeural correlates of altered emotional responsivity to infant stimuli in mothers who use substances
McCurdy L, Yip S, Worhunsky P, Zhai Z, Kim S, Strathearn L, Potenza M, Mayes L, Rutherford H. Neural correlates of altered emotional responsivity to infant stimuli in mothers who use substances. Journal Of Psychiatric Research 2024, 171: 126-133. PMID: 38277872, PMCID: PMC10922955, DOI: 10.1016/j.jpsychires.2024.01.024.Peer-Reviewed Original ResearchMeSH KeywordsBrainChildEmotionsFemaleHumansInfantMagnetic Resonance ImagingMaternal BehaviorMother-Child RelationsMothersConceptsResponses to infant stimuliInfant stimuliMaternal behaviorAffective processesBrain regionsPsychological processesEmotional responsesFunctional magnetic resonance imagingPotential neural targetsInfant emotional expressionsMaternal emotional responsivenessSubstance-use statusAssociated with difficultiesSocial-emotional developmentInfant social-emotional developmentMaternal substance useInfant facesCognitive processesImprove child outcomesEmotional expressionEmotional intensityNeural targetsSubstance useGroups of mothersChild outcomes
2022
Bayesian network mediation analysis with application to the brain functional connectome
Zhao Y, Chen T, Cai J, Lichenstein S, Potenza M, Yip S. Bayesian network mediation analysis with application to the brain functional connectome. Statistics In Medicine 2022, 41: 3991-4005. PMID: 35795965, PMCID: PMC10131252, DOI: 10.1002/sim.9488.Peer-Reviewed Original ResearchMeSH KeywordsBayes TheoremBrainConnectomeHumansMagnetic Resonance ImagingMediation AnalysisNerve NetConceptsStochastic block modelBayesian paradigmBrain functional connectomeBlock modelConnectivity weightsFunctional connectomeNetwork measurementsEffect componentApproach applicationBlock allocationOpioid abstinenceAnalytic approachNetwork neurosciencePractical illustrationTherapeutic interventionsMediation analysisNeural circuitsNetwork structureBrain functioningMediatorsFunctional networksFeature selectionApplicationsModelNetwork
2021
Identification and Validation of Distinct Latent Neurodevelopmental Profiles in the Adolescent Brain and Cognitive Development Study
Lichenstein SD, Roos C, Kohler R, Kiluk B, Carroll KM, Worhunsky PD, Witkiewitz K, Yip SW. Identification and Validation of Distinct Latent Neurodevelopmental Profiles in the Adolescent Brain and Cognitive Development Study. Biological Psychiatry Cognitive Neuroscience And Neuroimaging 2021, 7: 352-361. PMID: 33706021, PMCID: PMC8426420, DOI: 10.1016/j.bpsc.2021.02.013.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentBrainChildCognitionFemaleHumansInhibition, PsychologicalMagnetic Resonance ImagingMaleRewardConceptsAdolescent brainHigher emotion regulationCognitive Development StudyDevelopment of psychopathologyFunctional magnetic resonanceLow-reward groupLatent profile analysisEmotion regulationCognitive performanceDevelopmental subgroupsNeurodevelopmental profileSubgroup of individualsHigh rewardReward groupIdentified subgroupsNeurodevelopmental modelModerate groupNeurodevelopmental disordersPsychiatric riskMore screen timeCurrent studyDevelopmental profileNeural functionDevelopment studiesScreen timeEffects of Smoking Status and State on Intrinsic Connectivity
Yip SW, Lichenstein SD, Garrison K, Averill CL, Viswanath H, Salas R, Abdallah CG. Effects of Smoking Status and State on Intrinsic Connectivity. Biological Psychiatry Cognitive Neuroscience And Neuroimaging 2021, 7: 895-904. PMID: 33618016, PMCID: PMC8373998, DOI: 10.1016/j.bpsc.2021.02.004.Peer-Reviewed Original ResearchMeSH KeywordsBrain MappingHumansMagnetic Resonance ImagingSmokingSmoking CessationTobacco Use DisorderConceptsSmoking statusIntrinsic connectivityResting-state functional magnetic resonance imagingDefault mode connectivityIntrinsic connectivity distributionLong-term abstinenceFunctional magnetic resonance imagingMagnetic resonance imagingResting-state scanWhole-brain patternsControl nonsmokersSmoking reinstatementInterest-based analysisTobacco smokersFunctional connectivity dataTobacco abstinenceQuit attemptsOvernight abstinenceTobacco deprivationNovel treatmentsSmoking behaviorEarly abstinenceResonance imagingSalience networkFunctional connectivity
2020
Is monetary reward processing altered in drug-naïve youth with a behavioral addiction? Findings from internet gaming disorder
Yao YW, Liu L, Worhunsky PD, Lichenstein S, Ma SS, Zhu L, Shi XH, Yang S, Zhang JT, Yip SW. Is monetary reward processing altered in drug-naïve youth with a behavioral addiction? Findings from internet gaming disorder. NeuroImage Clinical 2020, 26: 102202. PMID: 32045732, PMCID: PMC7013339, DOI: 10.1016/j.nicl.2020.102202.Peer-Reviewed Original ResearchMeSH KeywordsBrainHumansImage Interpretation, Computer-AssistedInternet Addiction DisorderMagnetic Resonance ImagingMaleNeuroimagingRewardYoung AdultConceptsMonetary reward processingInternet gaming disorderReward processingBehavioral addictionsSubstance use disordersNeural responsesGaming disorderMonetary incentive delay taskCurrent fMRI studyDrug-naïve young adultsNon-drug rewardsAltered reward processingIncentive delay taskDrug-naïve youthUse disordersDelay taskProcessing alterationsCaudate activityFMRI studyDrugs of abuseTrait featuresNeural activityNeural featuresOutcome stageSubstance exposure
2019
Dissociable neural substrates of opioid and cocaine use identified via connectome-based modelling
Lichenstein SD, Scheinost D, Potenza MN, Carroll KM, Yip SW. Dissociable neural substrates of opioid and cocaine use identified via connectome-based modelling. Molecular Psychiatry 2019, 26: 4383-4393. PMID: 31719641, PMCID: PMC7214212, DOI: 10.1038/s41380-019-0586-y.Peer-Reviewed Original ResearchMeSH KeywordsAnalgesics, OpioidBrainCocaineCocaine-Related DisordersConnectomeHumansMagnetic Resonance ImagingOpioid-Related DisordersConceptsBrain statesDissociable neural substratesMultiple brain statesSubstance use outcomesHealthy comparison subjectsWhole-brain approachFMRI scanningFrontoparietal networkNeural substratesSubstance use treatmentNeural mechanismsDifferent brain statesFurther clinical relevanceDefault modeFMRI dataSubject replicationTreatment approachesReduced connectivityUse outcomesComparison subjectsNetwork strengthUse disordersSensory networksTreatment respondersSensory connectivityTen simple rules for predictive modeling of individual differences in neuroimaging
Scheinost D, Noble S, Horien C, Greene AS, Lake EM, Salehi M, Gao S, Shen X, O’Connor D, Barron DS, Yip SW, Rosenberg MD, Constable RT. Ten simple rules for predictive modeling of individual differences in neuroimaging. NeuroImage 2019, 193: 35-45. PMID: 30831310, PMCID: PMC6521850, DOI: 10.1016/j.neuroimage.2019.02.057.Peer-Reviewed Original ResearchMeSH KeywordsBrainConnectomeHumansMachine LearningMagnetic Resonance ImagingModels, NeurologicalNeuroimagingConceptsBrain-behavior associationsConnectome-Based Prediction of Cocaine Abstinence
Yip SW, Scheinost D, Potenza MN, Carroll KM. Connectome-Based Prediction of Cocaine Abstinence. American Journal Of Psychiatry 2019, 176: 156-164. PMID: 30606049, PMCID: PMC6481181, DOI: 10.1176/appi.ajp.2018.17101147.Peer-Reviewed Original ResearchMeSH KeywordsAdultBehavior TherapyBrainCholinesterase InhibitorsCocaine-Related DisordersCognitionConnectomeExecutive FunctionFemaleFunctional NeuroimagingGalantamineHumansIndividualityMachine LearningMagnetic Resonance ImagingMaleMiddle AgedNeural PathwaysOpiate Substitution TreatmentOpioid-Related DisordersPrognosisRewardTreatment OutcomeConceptsConnectome-based predictive modelingCocaine use disorderUse disordersBrain-based predictorsLarge-scale neural networksFunctional MRI dataCocaine abstinenceExecutive controlReward responsivenessIndividual differencesBaseline cocaine usePosttreatment assessmentConnectivity strengthHeterogeneous sampleAbstinenceIndependent samplesNovel interventionsCanonical networksSpecific behaviorsCocaine useSignificant correspondenceDisordersTreatment outcomesNetwork strengthMRI data
2018
Childhood trauma moderates inhibitory control and anterior cingulate cortex activation during stress
Zhai ZW, Yip SW, Lacadie CM, Sinha R, Mayes LC, Potenza MN. Childhood trauma moderates inhibitory control and anterior cingulate cortex activation during stress. NeuroImage 2018, 185: 111-118. PMID: 30342975, PMCID: PMC6392043, DOI: 10.1016/j.neuroimage.2018.10.049.Peer-Reviewed Original ResearchConceptsAnterior cingulate cortexStroop errorsInhibitory controlChildhood traumaStress reactivityStroop colour-word task performanceStroop color-word taskAnterior cingulate cortex activationColor-word taskInhibitory control processesRostral cingulate zoneFunctional magnetic resonanceHigh childhood traumaNeural correlatesTask performanceBrain activationSubjective anxietyACC activationAffective responsesCortex activationAddictive behaviorsEarly traumaStress cuesNeurodevelopmental changesCingulate cortexCan neuroimaging help combat the opioid epidemic? A systematic review of clinical and pharmacological challenge fMRI studies with recommendations for future research
Moningka H, Lichenstein S, Worhunsky PD, DeVito EE, Scheinost D, Yip SW. Can neuroimaging help combat the opioid epidemic? A systematic review of clinical and pharmacological challenge fMRI studies with recommendations for future research. Neuropsychopharmacology 2018, 44: 259-273. PMID: 30283002, PMCID: PMC6300537, DOI: 10.1038/s41386-018-0232-4.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsMeSH KeywordsBrainHumansMagnetic Resonance ImagingNeuroimagingOpioid-Related DisordersResearch DesignConceptsOpioid use disorderOpioid epidemicTreatment responseTask-based fMRI paradigmsUrgent public health problemMedication-assisted treatmentPrescription opioid usersCurrent opioid epidemicPublic health problemEvidence-based treatmentsPaucity of literatureHeroin cuesOpioid medicationsRelapse rateOpioid systemOpioid usersFuture neuroimaging studiesSignificant individual variabilityHealthcare costsWithdrawal effectsHealthy individualsHealth problemsSystematic reviewExtended abstinenceNeuroimaging studies
2017
Meta-analysis of regional white matter volume in bipolar disorder with replication in an independent sample using coordinates, T-maps, and individual MRI data
Pezzoli S, Emsell L, Yip SW, Dima D, Giannakopoulos P, Zarei M, Tognin S, Arnone D, James A, Haller S, Frangou S, Goodwin GM, McDonald C, Kempton MJ. Meta-analysis of regional white matter volume in bipolar disorder with replication in an independent sample using coordinates, T-maps, and individual MRI data. Neuroscience & Biobehavioral Reviews 2017, 84: 162-170. PMID: 29162519, PMCID: PMC5771263, DOI: 10.1016/j.neubiorev.2017.11.005.Peer-Reviewed Original ResearchIs Neural Processing of Negative Stimuli Altered in Addiction Independent of Drug Effects? Findings From Drug-Naïve Youth with Internet Gaming Disorder
Yip SW, Gross JJ, Chawla M, Ma SS, Shi XH, Liu L, Yao YW, Zhu L, Worhunsky PD, Zhang J. Is Neural Processing of Negative Stimuli Altered in Addiction Independent of Drug Effects? Findings From Drug-Naïve Youth with Internet Gaming Disorder. Neuropsychopharmacology 2017, 43: 1364-1372. PMID: 29154365, PMCID: PMC5916358, DOI: 10.1038/npp.2017.283.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultBehavior, AddictiveBrainBrain MappingEmotional IntelligenceEmotionsGamblingHumansInternetMagnetic Resonance ImagingMaleYoung AdultConceptsDrug-naïve youthNeural processingEmotion regulationNegative affectGaming disorderGroup differencesEmotion regulation taskNegative affective cuesNegative affective stimuliLateral prefrontal cortexInternet gaming disorderAffective cuesAffective stimuliNegative stimuliFMRI scanningIndependent component analysisTask performanceMixed-effects ANOVASubstance use disordersNeural responsesRegulation taskAddictive behaviorsBehavioral addictionsPrefrontal cortexDrugs of abuseAltered functional connectivity to stressful stimuli in prenatally cocaine-exposed adolescents
Zakiniaeiz Y, Yip SW, Balodis IM, Lacadie CM, Scheinost D, Constable RT, Mayes LC, Sinha R, Potenza MN. Altered functional connectivity to stressful stimuli in prenatally cocaine-exposed adolescents. Drug And Alcohol Dependence 2017, 180: 129-136. PMID: 28888152, PMCID: PMC5808433, DOI: 10.1016/j.drugalcdep.2017.07.030.Peer-Reviewed Original ResearchConceptsPrenatal cocaine exposureNeutral-relaxing conditionsPCE adolescentsParietal connectivityConnectivity analysisSensory areasAdolescent brain functionFunctional magnetic resonance imagingCue interaction effectsIntrinsic connectivity analysesMedial prefrontal areasSeed-based connectivity analysisSubstance Use InitiationAltered functional connectivityAppetitive cuesObesity vulnerabilityPCE statusNeural responsesCorticolimbic connectivityPrefrontal areasFunctional connectivityCraving scoresUtero drug exposureGroup differencesLess connectivityReward-related frontostriatal activity and smoking behavior among adolescents in treatment for smoking cessation
Garrison KA, Yip SW, Balodis IM, Carroll KM, Potenza MN, Krishnan-Sarin S. Reward-related frontostriatal activity and smoking behavior among adolescents in treatment for smoking cessation. Drug And Alcohol Dependence 2017, 177: 268-276. PMID: 28651213, PMCID: PMC5564393, DOI: 10.1016/j.drugalcdep.2017.03.035.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentCravingFemaleHumansLongitudinal StudiesMagnetic Resonance ImagingMalePrefrontal CortexRewardSmokingSmoking CessationTobacco Use DisorderVentral StriatumConceptsAdolescent smokersReward anticipationNeural responsesMonetary incentive delay taskBehavioral Activation ScaleIncentive delay taskNeural reward systemVentral striatal activationCessation treatmentMedial prefrontal cortexBilateral nucleus accumbensNeural correlatesSmoking cessation treatmentActivation ScalesBehavioral inhibitionFrontostriatal responseDelay taskFrontostriatal activityAdolescent nonsmokersStriatal activationPrefrontal cortexEffective smoking cessation interventionsReward systemSmoking cessation interventionTobacco use disorderGray‐matter relationships to diagnostic and transdiagnostic features of drug and behavioral addictions
Yip SW, Worhunsky PD, Xu J, Morie KP, Constable RT, Malison RT, Carroll KM, Potenza MN. Gray‐matter relationships to diagnostic and transdiagnostic features of drug and behavioral addictions. Addiction Biology 2017, 23: 394-402. PMID: 28150390, PMCID: PMC5538947, DOI: 10.1111/adb.12492.Peer-Reviewed Original Research
2016
Large-scale functional network overlap is a general property of brain functional organization: Reconciling inconsistent fMRI findings from general-linear-model-based analyses
Xu J, Potenza MN, Calhoun VD, Zhang R, Yip SW, Wall JT, Pearlson GD, Worhunsky PD, Garrison KA, Moran JM. Large-scale functional network overlap is a general property of brain functional organization: Reconciling inconsistent fMRI findings from general-linear-model-based analyses. Neuroscience & Biobehavioral Reviews 2016, 71: 83-100. PMID: 27592153, PMCID: PMC5140707, DOI: 10.1016/j.neubiorev.2016.08.035.Peer-Reviewed Original ResearchConceptsBrain functional organizationNeuronal activitySpatial independent component analysisMagnetic resonance imaging studyFunctional networksResonance imaging studyFunctional magnetic resonance imaging studyFunctional organizationFunctional heterogeneityBrain propertiesLarge-scale functional networksElectrophysiological studiesWhole brainImaging studiesOpposite modulationFMRI findingsNew findingsBalanced excitationSignificant modulationDifferent studiesFindingsIntra-individual changes in Stroop-related activations linked to cigarette abstinence in adolescent tobacco smokers: Preliminary findings
Yip SW, Balodis IM, Carroll KM, Krishnan-Sarin S, Potenza MN. Intra-individual changes in Stroop-related activations linked to cigarette abstinence in adolescent tobacco smokers: Preliminary findings. Drug And Alcohol Dependence 2016, 167: 182-189. PMID: 27567966, PMCID: PMC5082713, DOI: 10.1016/j.drugalcdep.2016.08.019.Peer-Reviewed Original ResearchConceptsFunctional magnetic resonance imagingCognitive control taskStroop task performanceAdolescent tobacco smokersMore effective treatment interventionsCessation treatmentIntra-individual changesEffective treatment interventionsSuccessful behavioral changeIndividual-level changeGroup-level changesCognitive efficiencyBrain mechanismsFMRI scanningTask performanceNeural mechanismsNeural responsesNeural activityFMRI dataControl taskStroopTreatment interventionsMain effectCigarette abstinenceOptimal treatment responseAnticipatory reward processing among cocaine-dependent individuals with and without concurrent methadone-maintenance treatment: Relationship to treatment response
Yip SW, DeVito EE, Kober H, Worhunsky PD, Carroll KM, Potenza MN. Anticipatory reward processing among cocaine-dependent individuals with and without concurrent methadone-maintenance treatment: Relationship to treatment response. Drug And Alcohol Dependence 2016, 166: 134-142. PMID: 27430401, PMCID: PMC5082418, DOI: 10.1016/j.drugalcdep.2016.07.006.Peer-Reviewed Original ResearchConceptsMethadone maintenance treatmentCocaine-dependent individualsBOLD responseCocaine dependenceSignificant public health problemMethadone-maintained individualsMethadone-maintained populationsMethadone-maintained patientsElevated relapse ratesPublic health problemCocaine-negative urinesCocaine-dependent patientsAnticipatory reward processingPosterior cingulate cortexLoss processingDuration of abstinenceDorsolateral prefrontal cortexCD patientsRelapse rateWhole-brain ANOVAInferior frontal gyrusTreatment outcomesRight caudateHealthy comparison participantsPatients
2015
Prenatal cocaine exposure, illicit-substance use and stress and craving processes during adolescence
Yip SW, Lacadie CM, Sinha R, Mayes LC, Potenza MN. Prenatal cocaine exposure, illicit-substance use and stress and craving processes during adolescence. Drug And Alcohol Dependence 2015, 158: 76-85. PMID: 26627911, PMCID: PMC4698087, DOI: 10.1016/j.drugalcdep.2015.11.012.Peer-Reviewed Original ResearchConceptsPrenatal cocaine exposureIllicit substance useNeural responsesCocaine exposureFunctional neural responsesFunctional magnetic resonance imaging (fMRI) dataDifferent neural substratesOngoing longitudinal studyThree-way interactionCortical brain regionsCue conditionImagery scriptsPCE statusAdolescent developmentStress processingNeural substratesIllicit substance usersPrefrontal cortexRight insulaMagnetic resonance imaging dataNeural activityUtero cocaine exposureSubjective ratingsCortical activityOpposite pattern