2022
Using machine learning to predict heavy drinking during outpatient alcohol treatment
Roberts W, Zhao Y, Verplaetse T, Moore KE, Peltier MR, Burke C, Zakiniaeiz Y, McKee S. Using machine learning to predict heavy drinking during outpatient alcohol treatment. Alcohol Clinical And Experimental Research 2022, 46: 657-666. PMID: 35420710, PMCID: PMC9180421, DOI: 10.1111/acer.14802.Peer-Reviewed Original ResearchConceptsAlcohol use disorderHeavy drinkingTreatment outcomesInvasive assessment methodsOutpatient AUD treatmentLast monthOutpatient alcohol treatmentMultisite clinical trialAccurate clinical predictionsHeavy alcohol useSex differencesBi-weekly sessionsAlcohol treatment outcomesPatient characteristicsClinical outcomesClinical trialsClinical dataStratified analysisEffective treatmentPsychiatric disordersUse disordersAUD treatmentSubstantial sex differencesAlcohol treatmentFirst month
2021
Sex Differences across Retrospective Transitions in Posttraumatic Stress and Substance Use Disorders
Peltier MR, Roberts W, Verplaetse TL, Zakiniaeiz Y, Burke C, Moore KE, McKee SA. Sex Differences across Retrospective Transitions in Posttraumatic Stress and Substance Use Disorders. Journal Of Dual Diagnosis 2021, 18: 11-20. PMID: 34965199, PMCID: PMC9086923, DOI: 10.1080/15504263.2021.2016027.Peer-Reviewed Original ResearchConceptsDrug use disordersOngoing posttraumatic stress disorderSubstance use disordersSUD/PTSDPosttraumatic stress disorderNew PTSD diagnosisImpact of sexUse disordersDiagnosis of SUDPast-year substance use disorderPTSD diagnosisConcurrent substance use disordersDiagnosis of PTSDPoor treatment outcomesNational Epidemiologic SurveyBidirectional relationshipSex-specific analysesPotential sex-specific differencesTreatment outcomes
2018
Pharmacotherapy for Co-Occurring Alcohol Use Disorder and Post-Traumatic Stress Disorder: Targeting the Opioidergic, Noradrenergic, Serotonergic, and GABAergic/Glutamatergic Systems.
Verplaetse TL, McKee SA, Petrakis IL. Pharmacotherapy for Co-Occurring Alcohol Use Disorder and Post-Traumatic Stress Disorder: Targeting the Opioidergic, Noradrenergic, Serotonergic, and GABAergic/Glutamatergic Systems. Alcohol Research 2018, 39: 193-205. PMID: 31198658, PMCID: PMC6561397.Peer-Reviewed Original ResearchConceptsPost-traumatic stress disorderCo-occurring alcohol use disorderAlcohol use disorderComorbid alcohol use disorderStress disorderNeurobiological systemsMaintenance of AUDUse disordersPTSD symptom severityAlcohol-motivated behaviorsAlcohol use outcomesPharmacologic treatment strategiesBrain systemsTreatment of individualsCurrent medicationsComorbid populationGlutamatergic systemPotential pharmacotherapyPharmacologic interventionsUse outcomesTreatment outcomesTreatment strategiesSingular diagnosisDual diagnosisTreatment interventions