2022
A comparison of methods to harmonize cortical thickness measurements across scanners and sites
Sun D, Rakesh G, Haswell CC, Logue M, Baird CL, O'Leary EN, Cotton AS, Xie H, Tamburrino M, Chen T, Dennis EL, Jahanshad N, Salminen LE, Thomopoulos SI, Rashid F, Ching CRK, Koch SBJ, Frijling JL, Nawijn L, van Zuiden M, Zhu X, Suarez-Jimenez B, Sierk A, Walter H, Manthey A, Stevens JS, Fani N, van Rooij SJH, Stein M, Bomyea J, Koerte IK, Choi K, van der Werff SJA, Vermeiren RRJM, Herzog J, Lebois LAM, Baker JT, Olson EA, Straube T, Korgaonkar MS, Andrew E, Zhu Y, Li G, Ipser J, Hudson AR, Peverill M, Sambrook K, Gordon E, Baugh L, Forster G, Simons RM, Simons JS, Magnotta V, Maron-Katz A, du Plessis S, Disner SG, Davenport N, Grupe DW, Nitschke JB, deRoon-Cassini TA, Fitzgerald JM, Krystal JH, Levy I, Olff M, Veltman DJ, Wang L, Neria Y, De Bellis MD, Jovanovic T, Daniels JK, Shenton M, van de Wee NJA, Schmahl C, Kaufman ML, Rosso IM, Sponheim SR, Hofmann DB, Bryant RA, Fercho KA, Stein DJ, Mueller SC, Hosseini B, Phan KL, McLaughlin KA, Davidson RJ, Larson CL, May G, Nelson SM, Abdallah CG, Gomaa H, Etkin A, Seedat S, Harpaz-Rotem I, Liberzon I, van Erp TGM, Quidé Y, Wang X, Thompson PM, Morey RA. A comparison of methods to harmonize cortical thickness measurements across scanners and sites. NeuroImage 2022, 261: 119509. PMID: 35917919, PMCID: PMC9648725, DOI: 10.1016/j.neuroimage.2022.119509.Peer-Reviewed Original ResearchRemodeling of the Cortical Structural Connectome in Posttraumatic Stress Disorder: Results From the ENIGMA-PGC Posttraumatic Stress Disorder Consortium
Sun D, Rakesh G, Clarke-Rubright EK, Haswell CC, Logue MW, O'Leary EN, Cotton AS, Xie H, Dennis EL, Jahanshad N, Salminen LE, Thomopoulos SI, Rashid FM, Ching CRK, Koch SBJ, Frijling JL, Nawijn L, van Zuiden M, Zhu X, Suarez-Jimenez B, Sierk A, Walter H, Manthey A, Stevens JS, Fani N, van Rooij SJH, Stein MB, Bomyea J, Koerte I, Choi K, van der Werff SJA, Vermeiren RRJM, Herzog JI, Lebois LAM, Baker JT, Ressler KJ, Olson EA, Straube T, Korgaonkar MS, Andrew E, Zhu Y, Li G, Ipser J, Hudson AR, Peverill M, Sambrook K, Gordon E, Baugh LA, Forster G, Simons RM, Simons JS, Magnotta VA, Maron-Katz A, du Plessis S, Disner SG, Davenport ND, Grupe D, Nitschke JB, deRoon-Cassini TA, Fitzgerald J, Krystal JH, Levy I, Olff M, Veltman DJ, Wang L, Neria Y, De Bellis MD, Jovanovic T, Daniels JK, Shenton ME, van de Wee NJA, Schmahl C, Kaufman ML, Rosso IM, Sponheim SR, Hofmann DB, Bryant RA, Fercho KA, Stein DJ, Mueller SC, Phan KL, McLaughlin KA, Davidson RJ, Larson C, May G, Nelson SM, Abdallah CG, Gomaa H, Etkin A, Seedat S, Harpaz-Rotem I, Liberzon I, Wang X, Thompson PM, Morey RA. Remodeling of the Cortical Structural Connectome in Posttraumatic Stress Disorder: Results From the ENIGMA-PGC Posttraumatic Stress Disorder Consortium. Biological Psychiatry Cognitive Neuroscience And Neuroimaging 2022, 7: 935-948. PMID: 35307575, PMCID: PMC9835553, DOI: 10.1016/j.bpsc.2022.02.008.Peer-Reviewed Original ResearchConceptsPosttraumatic stress disorderCortical thicknessStructural covarianceComorbid depressionControl subjectsLarge effect sizesStress disorderEffect sizeTrauma-exposed control subjectsCase-control differencesCortical surface areaInflammatory processClinical dataResting-state functional connectivity networksPositive pairwise correlationsCortical differencesCortical regionsCortical neuroanatomyStress hormonesFunctional connectivity networksPTSD casesSmall effect sizesGroup differencesStructural networkStructural connectome
2021
Assessment of brain age in posttraumatic stress disorder: Findings from the ENIGMA PTSD and brain age working groups
Clausen AN, Fercho KA, Monsour M, Disner S, Salminen L, Haswell CC, Rubright EC, Watts AA, Buckley MN, Maron-Katz A, Sierk A, Manthey A, Suarez-Jimenez B, Olatunji BO, Averill CL, Hofmann D, Veltman DJ, Olson EA, Li G, Forster GL, Walter H, Fitzgerald J, Théberge J, Simons JS, Bomyea JA, Frijling JL, Krystal JH, Baker JT, Phan KL, Ressler K, Han LKM, Nawijn L, Lebois LAM, Schmaal L, Densmore M, Shenton ME, van Zuiden M, Stein M, Fani N, Simons RM, Neufeld RWJ, Lanius R, van Rooij S, Koch SBJ, Bonomo S, Jovanovic T, deRoon-Cassini T, Ely TD, Magnotta VA, He X, Abdallah CG, Etkin A, Schmahl C, Larson C, Rosso IM, Blackford JU, Stevens JS, Daniels JK, Herzog J, Kaufman ML, Olff M, Davidson RJ, Sponheim SR, Mueller SC, Straube T, Zhu X, Neria Y, Baugh LA, Cole JH, Thompson PM, Morey RA. Assessment of brain age in posttraumatic stress disorder: Findings from the ENIGMA PTSD and brain age working groups. Brain And Behavior 2021, 12: e2413. PMID: 34907666, PMCID: PMC8785613, DOI: 10.1002/brb3.2413.Peer-Reviewed Original ResearchConceptsPosttraumatic stress disorderEffects of PTSDBrain-PADBrain ageMale controlsOld maleStress disorderAge-related brain changesStructural magnetic resonance imagingBrain structural magnetic resonance imagingOlder age groupsMagnetic resonance imagingChronological ageSubset of controlsContext of PTSDControl subjectsBrain changesBrain agingFuture longitudinal researchTreatment approachesLinear mixed effects modelsAdult subjectsResonance imagingAge groupsPTSD assessmentRisks and Benefits of Cannabis and Cannabinoids in Psychiatry
Hill KP, Gold MS, Nemeroff CB, McDonald W, Grzenda A, Widge AS, Rodriguez C, Kraguljac NV, Krystal JH, Carpenter LL. Risks and Benefits of Cannabis and Cannabinoids in Psychiatry. American Journal Of Psychiatry 2021, 179: 98-109. PMID: 34875873, DOI: 10.1176/appi.ajp.2021.21030320.Peer-Reviewed Original ResearchConceptsPsychiatric disordersRandomized double-blind placebo-controlled trialDouble-blind placebo-controlled trialTherapeutic useEvidence basePlacebo-controlled trialManagement of painBenefits of cannabisSearch of PubMedMental health cliniciansCurrent evidence basePotential side effectsSpecific medical conditionsPsychiatric indicationsFDA indicationClinical trialsHealth cliniciansMedical conditionsReference listsSide effectsChronic cannabisPsychotic disordersDrug AdministrationAdditional articlesMedicinal cannabis
2020
Drinking and responses to antidrinking messages among young adults: An fMRI study
Garrison KA, DeMartini KS, Corlett PR, Worhunsky PD, Krystal JH, O'Malley SS. Drinking and responses to antidrinking messages among young adults: An fMRI study. Addiction Biology 2020, 26: e12882. PMID: 32068323, PMCID: PMC7431375, DOI: 10.1111/adb.12882.Peer-Reviewed Original ResearchConceptsDrinking cuesNeural responsesYoung adultsFunctional magnetic resonanceSelf-reported drinkingPast monthNeutral cuesDrug cuesSmoking cuesHabitual responsesReward processingFMRI studyDrinking quantityCuesDependent individualsSubstance useAlcohol useBinge drinkingNegative consequencesGreater baselinePublic health campaignsExcessive drinkingHeavy drinkingHealth campaignsDrinking
2019
Altered white matter microstructural organization in posttraumatic stress disorder across 3047 adults: results from the PGC-ENIGMA PTSD consortium
Dennis EL, Disner SG, Fani N, Salminen LE, Logue M, Clarke EK, Haswell CC, Averill CL, Baugh LA, Bomyea J, Bruce SE, Cha J, Choi K, Davenport ND, Densmore M, du Plessis S, Forster GL, Frijling JL, Gonenc A, Gruber S, Grupe DW, Guenette JP, Hayes J, Hofmann D, Ipser J, Jovanovic T, Kelly S, Kennis M, Kinzel P, Koch SBJ, Koerte I, Koopowitz S, Korgaonkar M, Krystal J, Lebois LAM, Li G, Magnotta VA, Manthey A, May GJ, Menefee DS, Nawijn L, Nelson SM, Neufeld RWJ, Nitschke JB, O’Doherty D, Peverill M, Ressler KJ, Roos A, Sheridan MA, Sierk A, Simmons A, Simons RM, Simons JS, Stevens J, Suarez-Jimenez B, Sullivan DR, Théberge J, Tran JK, van den Heuvel L, van der Werff SJA, van Rooij SJH, van Zuiden M, Velez C, Verfaellie M, Vermeiren RRJM, Wade BSC, Wager T, Walter H, Winternitz S, Wolff J, York G, Zhu Y, Zhu X, Abdallah CG, Bryant R, Daniels JK, Davidson RJ, Fercho KA, Franz C, Geuze E, Gordon EM, Kaufman ML, Kremen WS, Lagopoulos J, Lanius RA, Lyons MJ, McCauley SR, McGlinchey R, McLaughlin KA, Milberg W, Neria Y, Olff M, Seedat S, Shenton M, Sponheim SR, Stein DJ, Stein MB, Straube T, Tate DF, van der Wee NJA, Veltman DJ, Wang L, Wilde EA, Thompson PM, Kochunov P, Jahanshad N, Morey RA. Altered white matter microstructural organization in posttraumatic stress disorder across 3047 adults: results from the PGC-ENIGMA PTSD consortium. Molecular Psychiatry 2019, 26: 4315-4330. PMID: 31857689, PMCID: PMC7302988, DOI: 10.1038/s41380-019-0631-x.Peer-Reviewed Original ResearchConceptsPosttraumatic stress disorderWhite matter organizationStress disorderFractional anisotropyWhite matter microstructural organizationCurrent alcohol abuseTraumatic brain injuryChildhood trauma exposureMulti-cohort analysisWhite matter metricsAltered structural connectivityLower fractional anisotropyMatter organizationPsychotropic medicationsComorbid depressionBrain injuryCorpus callosumRight hippocampusAlcohol abuseDiffusion MRINeurobiological vulnerabilityHippocampal networkTrauma exposureAge 18Small sample sizeRepeated ketamine infusions for antidepressant-resistant PTSD: Methods of a multicenter, randomized, placebo-controlled clinical trial
Abdallah CG, Roache JD, Averill LA, Young-McCaughan S, Martini B, Gueorguieva R, Amoroso T, Southwick SM, Guthmiller K, López-Roca AL, Lautenschlager K, Mintz J, Litz BT, Williamson DE, Keane TM, Peterson AL, Krystal JH, PTSD F. Repeated ketamine infusions for antidepressant-resistant PTSD: Methods of a multicenter, randomized, placebo-controlled clinical trial. Contemporary Clinical Trials 2019, 81: 11-18. PMID: 30999057, DOI: 10.1016/j.cct.2019.04.009.Peer-Reviewed Original ResearchConceptsPosttraumatic stress disorderStudy drugClinical trialsTherapeutic effectPharmacotherapy of PTSDFirst placebo-controlled trialPlacebo-controlled clinical trialActive duty military populationDose-related efficacyMedication treatment optionsPlacebo-controlled trialDose-related effectsNovel neural mechanismActive duty militaryKetamine infusionSerotonergic antidepressantsEligible participantsTreatment optionsCase reportNew drug developmentOnly trialSustained reductionVeteran populationDrug AdministrationPilot evidenceA multicenter study of ketamine effects on functional connectivity: Large scale network relationships, hubs and symptom mechanisms
Fleming LM, Javitt DC, Carter CS, Kantrowitz JT, Girgis RR, Kegeles LS, Ragland JD, Maddock RJ, Lesh TA, Tanase C, Robinson J, Potter WZ, Carlson M, Wall MM, Choo TH, Grinband J, Lieberman J, Krystal JH, Corlett PR. A multicenter study of ketamine effects on functional connectivity: Large scale network relationships, hubs and symptom mechanisms. NeuroImage Clinical 2019, 22: 101739. PMID: 30852397, PMCID: PMC6411494, DOI: 10.1016/j.nicl.2019.101739.Peer-Reviewed Original ResearchConceptsDorsolateral prefrontal cortexN-methyl-D-aspartate (NMDA) glutamate receptor antagonistFunctional connectivityKetamine-induced alterationsGlutamate receptor antagonistsAltered brain functionState functional connectivityRsfMRI connectivityRisk patientsMulticenter studyKetamine effectsReceptor antagonistDLPFC connectivityMimic symptomsHealthy individualsKetamine usePositive symptomsCertain biomarkersBrain functionPrefrontal cortexPatientsConnectivity signaturesSeed-based measuresSchizophreniaKetamineAltered functional connectivity and low-frequency signal fluctuations in early psychosis and genetic high risk
Tang Y, Zhou Q, Chang M, Chekroud A, Gueorguieva R, Jiang X, Zhou Y, He G, Rowland M, Wang D, Fu S, Yin Z, Leng H, Wei S, Xu K, Wang F, Krystal JH, Driesen NR. Altered functional connectivity and low-frequency signal fluctuations in early psychosis and genetic high risk. Schizophrenia Research 2019, 210: 172-179. PMID: 30685394, DOI: 10.1016/j.schres.2018.12.041.Peer-Reviewed Original ResearchConceptsFunctional connectivityHigh-risk individualsAltered functional connectivityHealthy comparison subjectsGenetic high riskGenetic high-risk individualsLow-frequency signal fluctuationsFunctional magnetic resonanceALFF abnormalitiesALFF measuresFunctional connectivity measuresBasal gangliaFirst episodeHigh riskEarly psychosisComparison subjectsSchizophrenia diathesisSchizophrenia vulnerabilityFESzGenetic riskLow-frequency fluctuationsIllnessSchizophreniaVoxel connectivityGHR
2018
Problem Drinking, Alcohol Expectancy, and Thalamic Resting-State Functional Connectivity in Nondependent Adult Drinkers
Zhornitsky S, Ide J, Wang W, Chao H, Zhang S, Hu S, Krystal J, Li C. Problem Drinking, Alcohol Expectancy, and Thalamic Resting-State Functional Connectivity in Nondependent Adult Drinkers. Brain Connectivity 2018, 8: 487-502. PMID: 30198312, PMCID: PMC6207153, DOI: 10.1089/brain.2018.0633.Peer-Reviewed Original ResearchConceptsAlcohol Use Disorders Identification TestResting-state functional connectivityThalamic connectivityCaudate connectivityFrontal associationThalamic dysfunctionCaudate headProblem drinkingWhole-brain linear regressionAE scoreSubcortical structuresFunctional connectivityBilateral caudate headRight caudate headDisorders Identification TestSex differencesThalamic subdivisionsThalamic subregionsParietal associationAlcohol misuseThalamusWhite matter tractographyAUDIT scoresNondependent drinkersAlcohol expectanciesPhysical activity and mental health – Author's reply
Chekroud SR, Gueorguieva R, Zheutlin AB, Paulus M, Krumholz HM, Krystal JH, Chekroud AM. Physical activity and mental health – Author's reply. The Lancet Psychiatry 2018, 5: 874. PMID: 30245184, DOI: 10.1016/s2215-0366(18)30354-7.Peer-Reviewed Original ResearchAssociation between physical exercise and mental health in 1·2 million individuals in the USA between 2011 and 2015: a cross-sectional study
Chekroud SR, Gueorguieva R, Zheutlin AB, Paulus M, Krumholz HM, Krystal JH, Chekroud AM. Association between physical exercise and mental health in 1·2 million individuals in the USA between 2011 and 2015: a cross-sectional study. The Lancet Psychiatry 2018, 5: 739-746. PMID: 30099000, DOI: 10.1016/s2215-0366(18)30227-x.Peer-Reviewed Original ResearchConceptsMental health burdenCross-sectional studyHealth burdenExercise typeMental healthPhysical exerciseBehavioral Risk Factor Surveillance System surveyPast monthBody mass index categoriesEffective clinical targetsPrevention's Behavioral Risk Factor Surveillance System (BRFSS) surveysSelf-reported mental healthFrequency of exerciseSelf-reported physical healthFunction of exerciseMultiple sensitivity analysesPoor mental healthTerms of ageCause mortalityPrevious diagnosisPotential confoundersInterventional studyCardiovascular diseaseReduced riskIndex categoriesThe Self-Report Habit Index: Assessing habitual marijuana, alcohol, e-cigarette, and cigarette use
Morean ME, DeMartini KS, Foster D, Patock-Peckham J, Garrison KA, Corlett PR, Krystal JH, Krishan-Sarin S, O'Malley SS. The Self-Report Habit Index: Assessing habitual marijuana, alcohol, e-cigarette, and cigarette use. Drug And Alcohol Dependence 2018, 186: 207-214. PMID: 29609132, PMCID: PMC5912163, DOI: 10.1016/j.drugalcdep.2018.01.014.Peer-Reviewed Original Research
2017
Multimodal Investigation of Network Level Effects Using Intrinsic Functional Connectivity, Anatomical Covariance, and Structure-to-Function Correlations in Unmedicated Major Depressive Disorder
Scheinost D, Holmes SE, DellaGioia N, Schleifer C, Matuskey D, Abdallah CG, Hampson M, Krystal JH, Anticevic A, Esterlis I. Multimodal Investigation of Network Level Effects Using Intrinsic Functional Connectivity, Anatomical Covariance, and Structure-to-Function Correlations in Unmedicated Major Depressive Disorder. Neuropsychopharmacology 2017, 43: 1119-1127. PMID: 28944772, PMCID: PMC5854800, DOI: 10.1038/npp.2017.229.Peer-Reviewed Original ResearchConceptsMajor depressive disorderAnterior cingulate cortexIntrinsic functional connectivityMedial prefrontal cortexFunctional connectivityLarge-scale brain networksDepressive disorderMDD groupAnatomical covarianceBrain networksUnmedicated major depressive disorderWhole-brain intrinsic functional connectivitySystem-level disorderIntrinsic connectivity distributionRegional brain structureMultiple brain networksAltered connectivityCommon findingHealthy comparison participantsDepressive symptomsAltered volumeUnmedicated individualsLocal circuitryCingulate cortexDepressive symptomatologyReevaluating the Efficacy and Predictability of Antidepressant Treatments: A Symptom Clustering Approach
Chekroud AM, Gueorguieva R, Krumholz HM, Trivedi MH, Krystal JH, McCarthy G. Reevaluating the Efficacy and Predictability of Antidepressant Treatments: A Symptom Clustering Approach. JAMA Psychiatry 2017, 74: 370-378. PMID: 28241180, PMCID: PMC5863470, DOI: 10.1001/jamapsychiatry.2017.0025.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAffectAgedAntidepressive AgentsBupropionCitalopramCluster AnalysisDepressive Disorder, MajorDose-Response Relationship, DrugDrug Therapy, CombinationDuloxetine HydrochlorideFemaleHumansMaleMianserinMiddle AgedMirtazapineRandomized Controlled Trials as TopicSleepSyndromeTreatment OutcomeVenlafaxine HydrochlorideYoung AdultConceptsCore emotional symptomsDepressive severitySymptom clustersHamilton Depression Rating ScaleDepression Outcomes trialDifferent antidepressant medicationsHAM-D scaleHigh-dose duloxetinePhase 3 trialEmotional symptomsPatient-reported dataDepression Rating ScaleSequenced Treatment AlternativesGroup of symptomsCluster of symptomsDepressive symptom checklistMixed-effects regression analysisDepressive Symptomatology ScaleAntidepressant therapyAntidepressant treatmentAntidepressant medicationOutcome trialsCombining MedicationsAtypical symptomsAdditional placeboPosttraumatic symptom profiles among adult survivors of childhood sexual abuse: A longitudinal study
Steine IM, Winje D, Skogen JC, Krystal JH, Milde AM, Bjorvatn B, Nordhus IH, Grønli J, Pallesen S. Posttraumatic symptom profiles among adult survivors of childhood sexual abuse: A longitudinal study. Child Abuse & Neglect 2017, 67: 280-293. PMID: 28327414, DOI: 10.1016/j.chiabu.2017.03.002.Peer-Reviewed Original ResearchConceptsChildhood sexual abuseSexual abuseAdult survivorsPosttraumatic Stress Symptom TrajectoriesSexual abuse survivorsClinical-level symptomsLatent profile analysisAbuse survivorsRelational difficultiesAbusive experiencesPTSS trajectoriesPenetrative abusePTSSChildhood maltreatmentBest overall fitSocial supportIntense anxietyNorwegian sampleBiological parentsLongitudinal studySymptom trajectoriesClinical interventionsSymptom profilesAbuseOverall fitCumulative childhood maltreatment and its dose-response relation with adult symptomatology: Findings in a sample of adult survivors of sexual abuse
Steine IM, Winje D, Krystal JH, Bjorvatn B, Milde AM, Grønli J, Nordhus IH, Pallesen S. Cumulative childhood maltreatment and its dose-response relation with adult symptomatology: Findings in a sample of adult survivors of sexual abuse. Child Abuse & Neglect 2017, 65: 99-111. PMID: 28131947, DOI: 10.1016/j.chiabu.2017.01.008.Peer-Reviewed Original ResearchConceptsCumulative childhood maltreatmentChildhood maltreatmentPosttraumatic stressSexual abuseSocial supportChildhood adversityAdult survivorsRule-governed wayHierarchical regression analysisChildhood maltreatment experiencesSelf-harm behaviorsDose-response relationCumulative childhood adversityAdult symptomatologyDisorder symptomsSelf-reported symptomsPsychological distressRelational problemsSymptom complexityMaltreatment experiencesWork functioningEmotional painRelated distressMaltreatment scoresAdversity
2016
Probable Posttraumatic Stress Disorder in the US Veteran Population According to DSM-5: Results From the National Health and Resilience in Veterans Study.
Wisco BE, Marx BP, Miller MW, Wolf EJ, Mota NP, Krystal JH, Southwick SM, Pietrzak RH. Probable Posttraumatic Stress Disorder in the US Veteran Population According to DSM-5: Results From the National Health and Resilience in Veterans Study. The Journal Of Clinical Psychiatry 2016, 77: 1503-1510. PMID: 27631148, DOI: 10.4088/jcp.15m10188.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAfghan Campaign 2001-AgedCohort StudiesCombat DisordersComorbidityCross-Sectional StudiesDiagnostic and Statistical Manual of Mental DisordersFemaleFollow-Up StudiesHealth SurveysHumansIraq War, 2003-2011Life Change EventsMaleMental DisordersMiddle AgedResilience, PsychologicalStress Disorders, Post-TraumaticSurveys and QuestionnairesVeteransYoung AdultConceptsProbable posttraumatic stress disorderDSM-5 posttraumatic stress disorderPosttraumatic stress disorderUS veteran populationPsychiatric comorbidityUS veteransNational HealthVeteran populationVeterans StudyStress disorderPTSD symptomsOdds of moodHigh public health burdenPublic health burdenPopulation-based samplePast-month prevalenceDSM-5Specific PTSD symptomsHigh rateWeighted lifetimeNew symptomsHealth burdenLow prevalencePsychiatric disordersPTSD Checklist-5Amygdala volume is reduced in early course schizophrenia
Rich AM, Cho YT, Tang Y, Savic A, Krystal JH, Wang F, Xu K, Anticevic A. Amygdala volume is reduced in early course schizophrenia. Psychiatry Research Neuroimaging 2016, 250: 50-60. PMID: 27035063, PMCID: PMC4904038, DOI: 10.1016/j.pscychresns.2016.02.006.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingAmygdala volumeSchizophrenia patientsSubcortical structuresEarly course schizophrenia patientsEarly illness courseChronic schizophrenia patientsNeuropathology of schizophreniaMajor subcortical structuresSmaller amygdala volumesEarly course schizophreniaHealthy comparison subjectsBonferroni correctionGray matter volumeAcute stress responseMedication useIllness coursePathophysiologic changesGlobus pallidusIllness phaseNucleus accumbensHigh riskComparison subjectsMatter volumeHR subjectsCross-trial prediction of treatment outcome in depression: a machine learning approach
Chekroud AM, Zotti RJ, Shehzad Z, Gueorguieva R, Johnson MK, Trivedi MH, Cannon TD, Krystal JH, Corlett PR. Cross-trial prediction of treatment outcome in depression: a machine learning approach. The Lancet Psychiatry 2016, 3: 243-250. PMID: 26803397, DOI: 10.1016/s2215-0366(15)00471-x.Peer-Reviewed Original ResearchConceptsTreatment outcomesTreatment groupsEscitalopram treatment groupSpecific antidepressantsPatient-reported dataSequenced Treatment AlternativesClinical trial dataIndependent clinical trialsClinical remissionSymptomatic remissionClinical trialsTreatment efficacyPatientsProspective identificationTreatment alternativesTrial dataDepressionRemissionAntidepressantsOutcomesGroupLevel 1CitalopramCohortClinicians