2024
Prediction of craving across studies: A commentary on conceptual and methodological considerations when using data-driven methods
Antons S, Yip S, Lacadie C, Dadashkarimi J, Scheinost D, Brand M, Potenza M. Prediction of craving across studies: A commentary on conceptual and methodological considerations when using data-driven methods. Journal Of Behavioral Addictions 2024, 13: 695-701. PMID: 39356557, PMCID: PMC11457034, DOI: 10.1556/2006.2024.00050.Peer-Reviewed Original ResearchConceptsAddictive behaviorsDisorders due to addictive behaviorsConnectome-based predictive modelingPrediction of cravingInvestigate neural mechanismsSubstance use disordersNeural mechanismsCravingSubstance useMethodological considerationsDisordersMethodological featuresBehaviorConceptualizationCommentaryStudyFindingsSubstancesA 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 ResearchConceptsCocaine 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 ResearchConceptsResponses 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
Hyperbolic discounting rates and risk for problematic alcohol use in youth enrolled in the Adolescent Brain and Cognitive Development study
Kohler RJ, Lichenstein SD, Yip SW. Hyperbolic discounting rates and risk for problematic alcohol use in youth enrolled in the Adolescent Brain and Cognitive Development study. Addiction Biology 2022, 27: e13160. PMID: 35229959, PMCID: PMC9289942, DOI: 10.1111/adb.13160.Peer-Reviewed Original ResearchConceptsCognitive Development StudyProblematic alcohol useAdolescent brainDelay discountingSubstance useIndividual difference factorsAlcohol useForms of psychopathologyEarly Substance Use InitiationPrenatal drug exposureProblematic substance useSubstance Use InitiationAlcohol risk statusDevelopment studiesDifference factorsABCD studyDevelopmental trajectoriesYoung adolescentsKey demographic variablesFamilial variablesSignificant psychopathologyDemographic variablesDrug problemsPsychopathologyDiscounting
2019
Toward Addiction Prediction: An Overview of Cross-Validated Predictive Modeling Findings and Considerations for Future Neuroimaging Research
Yip SW, Kiluk B, Scheinost D. Toward Addiction Prediction: An Overview of Cross-Validated Predictive Modeling Findings and Considerations for Future Neuroimaging Research. Biological Psychiatry Cognitive Neuroscience And Neuroimaging 2019, 5: 748-758. PMID: 31932230, PMCID: PMC8274215, DOI: 10.1016/j.bpsc.2019.11.001.Peer-Reviewed Original ResearchConceptsIndividual differencesBrain-behavior modelsFuture neuroimaging researchLikelihood of replicationEvidence-based treatmentsNeuroimaging researchEffect size estimatesSubstance useDirection of associationAnatomical locusBrain functionTreatment outcomesModeling findingsClinical samplesNovel subjectRelapse rateClinical outcomesPredictive modeling approachUnsuccessful treatmentLeading causeIndividualsClinical settingParticular riskSize estimatesOutcomes
2017
White-matter crossing-fiber microstructure in adolescents prenatally exposed to cocaine
Morie KP, Yip SW, Zhai ZW, Xu J, Hamilton KR, Sinha R, Mayes LC, Potenza MN. White-matter crossing-fiber microstructure in adolescents prenatally exposed to cocaine. Drug And Alcohol Dependence 2017, 174: 23-29. PMID: 28292689, PMCID: PMC5555052, DOI: 10.1016/j.drugalcdep.2017.01.011.Peer-Reviewed Original ResearchConceptsPrenatal cocaine exposureSuperior longitudinal fasciculusPCE adolescentsCrossing-fiber modelsGroup differencesWhole-brain investigationNon-exposed youthWhole-brain analysisSignificant group differencesAltered white matter developmentLeft superior longitudinal fasciculusRisk-taking behaviorNeurobiological underpinningsWhite matter developmentWhite matter microstructureSubstance useWhite matter differencesWhite matter regionsAdolescentsDiffusion-weighted imaging dataCocaine exposureLongitudinal cohortBilateral cingulumCorpus callosumROI analysis
2011
Health/Functioning Characteristics, Gambling Behaviors, and Gambling‐Related Motivations in Adolescents Stratified by Gambling Problem Severity: Findings from a High School Survey
Yip SW, Desai RA, Steinberg MA, Rugle L, Cavallo DA, Krishnan‐Sarin S, Potenza MN. Health/Functioning Characteristics, Gambling Behaviors, and Gambling‐Related Motivations in Adolescents Stratified by Gambling Problem Severity: Findings from a High School Survey. American Journal On Addictions 2011, 20: 495-508. PMID: 21999494, PMCID: PMC3683237, DOI: 10.1111/j.1521-0391.2011.00180.x.Peer-Reviewed Original ResearchConceptsProblem severityDSM-IV criteriaPathological gamblingDysphoria/depressionMeasures of healthGambling problem severityProblem/pathological gamblingSubstance useGeneral functioningImproved interventionsSeverityPoor academic performanceProtective behaviorsHigh school surveySchool surveyAdditional researchGambling behaviorFindings