2024
Illusory generalizability of clinical prediction models
Chekroud A, Hawrilenko M, Loho H, Bondar J, Gueorguieva R, Hasan A, Kambeitz J, Corlett P, Koutsouleris N, Krumholz H, Krystal J, Paulus M. Illusory generalizability of clinical prediction models. Science 2024, 383: 164-167. PMID: 38207039, DOI: 10.1126/science.adg8538.Peer-Reviewed Original Research
2018
Machine learning selected smoking-associated DNA methylation signatures that predict HIV prognosis and mortality
Zhang X, Hu Y, Aouizerat BE, Peng G, Marconi VC, Corley MJ, Hulgan T, Bryant KJ, Zhao H, Krystal JH, Justice AC, Xu K. Machine learning selected smoking-associated DNA methylation signatures that predict HIV prognosis and mortality. Clinical Epigenetics 2018, 10: 155. PMID: 30545403, PMCID: PMC6293604, DOI: 10.1186/s13148-018-0591-z.Peer-Reviewed Original ResearchConceptsWhite blood cellsSmoking-associated DNA methylationHIV prognosisInfection-related clinical outcomesBlood cellsSmoking-associated CpGsHIV-positive individualsImmune-related outcomesEpigenome-wide significant CpGsClinical outcomesTobacco smokingVeteran populationSurvival rateDNA methylation indexMortalityFrailtyHIVMethylation indexPrognosisMethylation signaturesDNA methylationOutcomesCell cycleCpGSignificant CpGs
2009
Dimensional predictors of response to SRI pharmacotherapy in obsessive–compulsive disorder
Landeros-Weisenberger A, Bloch MH, Kelmendi B, Wegner R, Nudel J, Dombrowski P, Pittenger C, Krystal JH, Goodman WK, Leckman JF, Coric V. Dimensional predictors of response to SRI pharmacotherapy in obsessive–compulsive disorder. Journal Of Affective Disorders 2009, 121: 175-179. PMID: 19577308, PMCID: PMC3974618, DOI: 10.1016/j.jad.2009.06.010.Peer-Reviewed Original ResearchConceptsObsessive-compulsive disorderSRI responseSymptom dimensionsOpen-label continuation phaseClinical Global Improvement ScaleGlobal Improvement ScaleCentral serotonin systemInitial positive responseYale-Brown ObsessiveContinuation phaseMinor symptomsOrdinal logistic regressionClinical trialsSerotonin systemTreatment responseSame patientImprovement ScaleSRI treatmentPatientsSignificant associationLogistic regressionCompulsive ScaleOCD patientsOCD subjectsSymptoms
2006
Genetic and Environmental Predictors of Early Alcohol Use
Kaufman J, Yang BZ, Douglas-Palumberi H, Crouse-Artus M, Lipschitz D, Krystal JH, Gelernter J. Genetic and Environmental Predictors of Early Alcohol Use. Biological Psychiatry 2006, 61: 1228-1234. PMID: 17123474, DOI: 10.1016/j.biopsych.2006.06.039.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAlcohol DrinkingAllelesChildChild AbuseChild, PreschoolCohort StudiesDNAFemaleFollow-Up StudiesGenetic VariationGenotypeHumansMaleMental DisordersPredictive Value of TestsPrognosisPsychiatric Status Rating ScalesRiskSerotonin Plasma Membrane Transport ProteinsSocial EnvironmentSocial SupportStress Disorders, Post-TraumaticConceptsEarly alcohol useAlcohol useMaltreated childrenLater alcohol dependenceSubstance use disordersSubstance abuse problemsHigh riskMother-child relationsAlcohol dependenceSeverity of maltreatmentProtective factorsHome careIntervention effortsPotent predictorCommunity controlsAbuse problemsTransporter genotypeChildrenPredictorsMaltreatmentRisk
2003
Treatment Models and Designs for Intervention Research During the Psychotic Prodrome
Kane JM, Krystal J, Correll CU. Treatment Models and Designs for Intervention Research During the Psychotic Prodrome. Schizophrenia Bulletin 2003, 29: 747-756. PMID: 14989412, DOI: 10.1093/oxfordjournals.schbul.a007044.Peer-Reviewed Original ResearchConceptsPsychotic prodromePsychotic disordersEarly interventionSubsequent symptom severityTreatment modelOngoing intervention trialsSpecific symptom clustersTreatment refractorinessFunctional disabilityPatient selectionIntervention trialsFunctional outcomeProdromal symptomsDisease progressionNatural courseTarget symptomsSubsyndromal symptomsDifferent treatment modelsOutcome measuresProdromal populationTreatment responseProdromal stateTrial designSymptom clustersSymptom severity
1994
Clinical Predictors of Self-Mutilation in Hospitalized Forensic Patients
HILLBRAND M, KRYSTAL J, SHARPE K, FOSTER H. Clinical Predictors of Self-Mutilation in Hospitalized Forensic Patients. The Journal Of Nervous And Mental Disease 1994, 182: 9-16. PMID: 8277305, DOI: 10.1097/00005053-199401000-00003.Peer-Reviewed Original ResearchConceptsSelf-mutilating patientsForensic patientsOvert Aggression ScaleProbability of recurrenceHistory of suicideMale forensic patientsInpatient courseClinical predictorsMale forensic inpatientsClinical correlatesSame hospitalHigh riskPatientsHigh dosesNeurological characteristicsPersonality disorderSelf-MutilationMaximum security hospitalMental retardationRecurrenceForensic inpatientsHospitalAggressive behaviorHistory of violenceInsanity acquittees