2023
Assessing atypical brain functional connectivity development: An approach based on generative adversarial networks
Dos Santos P, Mendes S, Biazoli C, Gadelha A, Salum G, Miguel E, Rohde L, Sato J. Assessing atypical brain functional connectivity development: An approach based on generative adversarial networks. Frontiers In Neuroscience 2023, 16: 1025492. PMID: 36699518, PMCID: PMC9868740, DOI: 10.3389/fnins.2022.1025492.Peer-Reviewed Original ResearchResting-state functional magnetic resonance imaging (fMRI) dataCommunity-based cohortFunctional connectivity patternsFunctional connectivity developmentFunctional connectivity measuresMagnetic resonance imaging dataPrognostic biomarkerPsychiatric disordersPotential biomarkersFunctional connectivityNeurodevelopmental processesUnrelated patterns
2022
Associations between Family Functioning and Maternal Behavior on Default Mode Network Connectivity in School-Age Children
Rebello K, Moura L, Bueno A, Picon F, Pan P, Gadelha A, Miguel E, Bressan R, Rohde L, Sato J. Associations between Family Functioning and Maternal Behavior on Default Mode Network Connectivity in School-Age Children. International Journal Of Environmental Research And Public Health 2022, 19: 6055. PMID: 35627592, PMCID: PMC9141331, DOI: 10.3390/ijerph19106055.Peer-Reviewed Original ResearchConceptsDefault mode networkFamily Environment ScaleSchool-aged childrenPosterior cingulate cortexMedial prefrontal cortexFamily environmentFunctional connectivityDMN functional connectivityCohesive familiesMaternal behaviorDefault mode network connectivityFunctional magnetic resonance imaging (fMRI) dataEarly child experiencesPositive maternal behaviorParent-child relationshipMode network connectivityBrain functional connectivityChild affectFamily functioningMaternal overprotectionEarly adolescenceFamily cohesivenessMode networkPrefrontal cortexFamily context
2020
Toward identifying reproducible brain signatures of obsessive-compulsive profiles: rationale and methods for a new global initiative
Simpson H, van den Heuvel O, Miguel E, Reddy Y, Stein D, Lewis-Fernández R, Shavitt R, Lochner C, Pouwels P, Narayanawamy J, Venkatasubramanian G, Hezel D, Vriend C, Batistuzzo M, Hoexter M, de Joode N, Costa D, de Mathis M, Sheshachala K, Narayan M, van Balkom A, Batelaan N, Venkataram S, Cherian A, Marincowitz C, Pannekoek N, Stovezky Y, Mare K, Liu F, Otaduy M, Pastorello B, Rao R, Katechis M, Van Meter P, Wall M. Toward identifying reproducible brain signatures of obsessive-compulsive profiles: rationale and methods for a new global initiative. BMC Psychiatry 2020, 20: 68. PMID: 32059696, PMCID: PMC7023814, DOI: 10.1186/s12888-020-2439-2.Peer-Reviewed Original ResearchConceptsMagnetic resonance imagingCircuit abnormalitiesNew global initiativesBrain signaturesGlobal InitiativeHealthy control subjectsMedication-free adultsMultiple brain circuitsMedication-free subjectsBackgroundObsessive–compulsive disorderClinical profileClinical symptomsControl subjectsClinical evaluationHealthy controlsLeading causeGlobal disabilityLifetime prevalenceResonance imagingNeurocognitive assessmentBrain circuitsImaging signaturesFunctional connectivityBrain-behavior associationsDisease dimensions
2019
Effects of Maternal Psychopathology and Education Level on Neurocognitive Development in Infants of Adolescent Mothers Living in Poverty in Brazil
Shephard E, Fatori D, Mauro L, de Medeiros Filho M, Hoexter M, Chiesa A, Fracolli L, Brentani H, Ferraro A, Nelson C, Miguel E, Polanczyk G. Effects of Maternal Psychopathology and Education Level on Neurocognitive Development in Infants of Adolescent Mothers Living in Poverty in Brazil. Biological Psychiatry Cognitive Neuroscience And Neuroimaging 2019, 4: 925-934. PMID: 31345780, PMCID: PMC6863387, DOI: 10.1016/j.bpsc.2019.05.009.Peer-Reviewed Original ResearchConceptsLow maternal educationMaternal psychopathologyAttention-deficit/hyperactivity disorderMaternal anxietyNeurocognitive developmentInfant neurodevelopmentAdolescent mothersMaternal educationHyperactivity disorderInfant neurocognitive developmentMonths of ageResting-state electroencephalographyCluster-based permutation testingEducation levelOscillatory powerEarly brain developmentMaternal symptomsRisk factorsConnectivity alterationsEarly neurocognitive developmentOscillatory connectivityRelative theta powerFunctional connectivityBrain developmentPilot study
2017
Ventral Striatum Functional Connectivity as a Predictor of Adolescent Depressive Disorder in a Longitudinal Community-Based Sample
Pan P, Sato J, Salum G, Rohde L, Gadelha A, Zugman A, Mari J, Jackowski A, Picon F, Miguel E, Pine D, Leibenluft E, Bressan R, Stringaris A. Ventral Striatum Functional Connectivity as a Predictor of Adolescent Depressive Disorder in a Longitudinal Community-Based Sample. American Journal Of Psychiatry 2017, 174: 1112-1119. PMID: 28946760, PMCID: PMC10752293, DOI: 10.1176/appi.ajp.2017.17040430.Peer-Reviewed Original ResearchConceptsResting-state functional MRIIntrinsic functional connectivityDepressive disorderFunctional connectivityFunctional MRIReward networkFuture depressive disorderAdolescent depressive disordersLeft ventral striatumOnset of depressionBrain reward networksAberrant reward processingAttention deficit hyperactivity disorderDeficit hyperactivity disorderLongitudinal communityChildren 6Ventral striatumAdolescent depressionLogistic regressionHyperactivity disorderSubstance useYouth depressionDisordersDepressionFuture riskAssociation between abnormal brain functional connectivity in children and psychopathology: A study based on graph theory and machine learning
Sato J, Biazoli C, Salum G, Gadelha A, Crossley N, Vieira G, Zugman A, Picon F, Pan P, Hoexter M, Amaro E, Anés M, Moura L, Del’Aquilla M, Mcguire P, Rohde L, Miguel E, Jackowski A, Bressan R. Association between abnormal brain functional connectivity in children and psychopathology: A study based on graph theory and machine learning. The World Journal Of Biological Psychiatry 2017, 19: 119-129. PMID: 28635541, DOI: 10.1080/15622975.2016.1274050.Peer-Reviewed Original ResearchConceptsBilateral posterior temporal corticesAbnormal brain functional connectivityMental health disordersBilateral posterior cingulateBrain networksBrain functional connectivityResting-state fMRI dataPosterior temporal cortexBrain network organizationLevels of psychopathologyTemporal cortexHealth disordersTemporal polePosterior cingulateMental disordersBrain developmentFunctional connectivityBrain connectivitySignificant decreaseDisordersGraph theory measuresIndividual brain networksBiological measuresPsychopathologySubjects