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1.
Psychol Med ; 47(8): 1357-1369, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-27998326

RESUMO

BACKGROUND: Identifying youth who may engage in future substance use could facilitate early identification of substance use disorder vulnerability. We aimed to identify biomarkers that predicted future substance use in psychiatrically un-well youth. METHOD: LASSO regression for variable selection was used to predict substance use 24.3 months after neuroimaging assessment in 73 behaviorally and emotionally dysregulated youth aged 13.9 (s.d. = 2.0) years, 30 female, from three clinical sites in the Longitudinal Assessment of Manic Symptoms (LAMS) study. Predictor variables included neural activity during a reward task, cortical thickness, and clinical and demographic variables. RESULTS: Future substance use was associated with higher left middle prefrontal cortex activity, lower left ventral anterior insula activity, thicker caudal anterior cingulate cortex, higher depression and lower mania scores, not using antipsychotic medication, more parental stress, older age. This combination of variables explained 60.4% of the variance in future substance use, and accurately classified 83.6%. CONCLUSIONS: These variables explained a large proportion of the variance, were useful classifiers of future substance use, and showed the value of combining multiple domains to provide a comprehensive understanding of substance use development. This may be a step toward identifying neural measures that can identify future substance use disorder risk, and act as targets for therapeutic interventions.


Assuntos
Comportamento do Adolescente/fisiologia , Sintomas Afetivos/fisiopatologia , Córtex Cerebral , Depressão/fisiopatologia , Comportamento Problema , Recompensa , Transtornos Relacionados ao Uso de Substâncias/diagnóstico , Adolescente , Córtex Cerebral/diagnóstico por imagem , Córtex Cerebral/fisiologia , Córtex Cerebral/fisiopatologia , Criança , Feminino , Seguimentos , Humanos , Imageamento por Ressonância Magnética , Masculino , Transtornos Relacionados ao Uso de Substâncias/diagnóstico por imagem , Transtornos Relacionados ao Uso de Substâncias/patologia , Transtornos Relacionados ao Uso de Substâncias/fisiopatologia
2.
Mol Psychiatry ; 21(9): 1194-201, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-26903272

RESUMO

Behavioral and emotional dysregulation in childhood may be understood as prodromal to adult psychopathology. Additionally, there is a critical need to identify biomarkers reflecting underlying neuropathological processes that predict clinical/behavioral outcomes in youth. We aimed to identify such biomarkers in youth with behavioral and emotional dysregulation in the Longitudinal Assessment of Manic Symptoms (LAMS) study. We examined neuroimaging measures of function and white matter in the whole brain using 80 youth aged 14.0 (s.d.=2.0) from three clinical sites. Linear regression using the LASSO (Least Absolute Shrinkage and Selection Operator) method for variable selection was used to predict severity of future behavioral and emotional dysregulation measured by the Parent General Behavior Inventory-10 Item Mania Scale (PGBI-10M)) at a mean of 14.2 months follow-up after neuroimaging assessment. Neuroimaging measures, together with near-scan PGBI-10M, a score of manic behaviors, depressive behaviors and sex, explained 28% of the variance in follow-up PGBI-10M. Neuroimaging measures alone, after accounting for other identified predictors, explained ~1/3 of the explained variance, in follow-up PGBI-10M. Specifically, greater bilateral cingulum length predicted lower PGBI-10M at follow-up. Greater functional connectivity in parietal-subcortical reward circuitry predicted greater PGBI-10M at follow-up. For the first time, data suggest that multimodal neuroimaging measures of underlying neuropathologic processes account for over a third of the explained variance in clinical outcome in a large sample of behaviorally and emotionally dysregulated youth. This may be an important first step toward identifying neurobiological measures with the potential to act as novel targets for early detection and future therapeutic interventions.


Assuntos
Sintomas Afetivos/fisiopatologia , Substância Branca/fisiopatologia , Adolescente , Sintomas Afetivos/genética , Transtorno Bipolar/diagnóstico , Encéfalo/fisiopatologia , Criança , Emoções/fisiologia , Feminino , Previsões/métodos , Humanos , Estudos Longitudinais , Masculino , Pais/psicologia , Escalas de Graduação Psiquiátrica , Recompensa , Resultado do Tratamento
3.
Psychol Med ; 44(12): 2603-15, 2014 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-24468022

RESUMO

BACKGROUND: Neuroimaging measures of behavioral and emotional dysregulation can yield biomarkers denoting developmental trajectories of psychiatric pathology in youth. We aimed to identify functional abnormalities in emotion regulation (ER) neural circuitry associated with different behavioral and emotional dysregulation trajectories using latent class growth analysis (LCGA) and neuroimaging. METHOD: A total of 61 youth (9-17 years) from the Longitudinal Assessment of Manic Symptoms study, and 24 healthy control youth, completed an emotional face n-back ER task during scanning. LCGA was performed on 12 biannual reports completed over 5 years of the Parent General Behavior Inventory 10-Item Mania Scale (PGBI-10M), a parental report of the child's difficulty regulating positive mood and energy. RESULTS: There were two latent classes of PGBI-10M trajectories: high and decreasing (HighD; n=22) and low and decreasing (LowD; n=39) course of behavioral and emotional dysregulation over the 12 time points. Task performance was >89% in all youth, but more accurate in healthy controls and LowD versus HighD (p<0.001). During ER, LowD had greater activity than HighD and healthy controls in the dorsolateral prefrontal cortex, a key ER region, and greater functional connectivity than HighD between the amygdala and ventrolateral prefrontal cortex (p's<0.001, corrected). CONCLUSIONS: Patterns of function in lateral prefrontal cortical-amygdala circuitry in youth denote the severity of the developmental trajectory of behavioral and emotional dysregulation over time, and may be biological targets to guide differential treatment and novel treatment development for different levels of behavioral and emotional dysregulation in youth.


Assuntos
Desenvolvimento do Adolescente/fisiologia , Sintomas Afetivos/fisiopatologia , Tonsila do Cerebelo/fisiopatologia , Sintomas Comportamentais/fisiopatologia , Córtex Pré-Frontal/fisiopatologia , Adolescente , Criança , Feminino , Humanos , Estudos Longitudinais , Imageamento por Ressonância Magnética , Masculino
4.
Funct Neurol ; 24(3): 133-8, 2009.
Artigo em Inglês | MEDLINE | ID: mdl-20018140

RESUMO

Chronic cerebrospinal venous insufficiency (CCSVI) is a vascular picture that shows a strong association with multiple sclerosis (MS). The aim of this study was to investigate the relationship between a Doppler cerebral venous hemodynamic insufficiency severity score (VHISS) and cerebrospinal fluid (CSF) flow dynamics in 16 patients presenting with CCSVI and relapsing-remitting MS (CCSVI-MS) and in eight healthy controls (HCs). The two groups (patients and controls) were evaluated using validated echo-Doppler and advanced 3T-MRI CSF flow measures. Compared with the HCs, the CCSVI-MS patients showed a significantly lower net CSF flow (p=0.027) which was highly associated with the VHISS (r=0.8280, r2=0.6855; p=0.0001). This study demonstrates that venous outflow disturbances in the form of CCSVI significantly impact on CSF pathophysiology in patients with MS.


Assuntos
Líquido Cefalorraquidiano/fisiologia , Circulação Cerebrovascular/fisiologia , Transtornos Cerebrovasculares/complicações , Hemodinâmica , Esclerose Múltipla Recidivante-Remitente/complicações , Insuficiência Venosa/complicações , Adulto , Encéfalo/irrigação sanguínea , Estudos de Casos e Controles , Pressão do Líquido Cefalorraquidiano , Transtornos Cerebrovasculares/líquido cefalorraquidiano , Doença Crônica , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Análise por Pareamento , Esclerose Múltipla Recidivante-Remitente/líquido cefalorraquidiano , Projetos Piloto , Valores de Referência , Fluxo Sanguíneo Regional , Índice de Gravidade de Doença , Método Simples-Cego , Medula Espinal/irrigação sanguínea , Ultrassonografia Doppler em Cores , Ultrassonografia Doppler Transcraniana , Insuficiência Venosa/líquido cefalorraquidiano
5.
AJNR Am J Neuroradiol ; 32(5): 938-46, 2011 May.
Artigo em Inglês | MEDLINE | ID: mdl-21474626

RESUMO

BACKGROUND AND PURPOSE: CCSVI was recently described in patients with MS. CCSVI is diagnosed noninvasively by Doppler sonography and invasively by catheter venography. We assessed the role of conventional MRV for the detection of IJV anomalies in patients with MS diagnosed with CCSVI and in healthy controls who underwent MRV and Doppler sonography examinations during 6 months. MATERIALS AND METHODS: Ten patients with MS underwent TOF, TRICKS, Doppler sonography, and catheter venography at baseline. They were treated at baseline with percutaneous angioplasty and re-evaluated 6 months' posttreatment with MRV and Doppler sonography. In addition, 6 healthy controls underwent a baseline and a 6-month follow-up evaluation by Doppler sonography and MRV. RESULTS: At baseline, the sensitivity, specificity, PPV, and NPV of Doppler sonography for detecting IJV abnormalities relative to catheter venography in patients with MS were calculated, respectively, at 82%, 100%, 99%, and 95%. The figures were 99%, 33%, 33%, 99% for TOF and 99%, 39%, 35%, and 99% for TRICKS. Venous anomalies included the annulus, septum, membrane, and malformed valve. No agreement was found between TOF and catheter venography in 70% of patients with MS and between TRICKS and catheter venography in 60% of patients with MS. At follow-up, 50% of the patients with MS presented with abnormalities on Doppler sonography but only 30% were diagnosed with restenosis. CONCLUSIONS: Conventional MRV has limited value for assessing IJV anomalies for both diagnostic and posttreatment purposes.


Assuntos
Veias Jugulares/patologia , Angiografia por Ressonância Magnética/métodos , Esclerose Múltipla/complicações , Esclerose Múltipla/patologia , Insuficiência Venosa/patologia , Adulto , Idoso , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Adulto Jovem
6.
Int Angiol ; 29(2): 127-39, 2010 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-20351669

RESUMO

AIM: Chronic cerebrospinal venous insufficiency (CCSVI) is a vascular condition characterized by anomalies of primary veins outside the skull that restrict normal outflow of blood from the brain. CCSVI was recently described as highly prevalent in patients with multiple sclerosis (MS), and can be non-invasively diagnosed by Doppler sonography (DS) and invasively by selective venography (SV). The aim of this paper was to investigate the value of neck magnetic resonance venography (MRV) for the diagnosis of CCSVI compared to DS and SV in patients with MS and in healthy controls (HC). METHODS: Ten MS patients and 7 HC underwent DS, 2D-Time-Of-Flight venography (TOF) and 3D-Time Resolved Imaging of Contrast Kinetics angiography (TRICKS). MS patients also underwent SV. The internal jugular veins (IJVs) and the vertebral veins (VVs) were assessed by both MRV sequences, and the findings were validated against SV and DS. SV has been considered the diagnostic gold standard for MS patients. RESULTS: All MS patients and none of the HC presented CCSVI, according to the DS criteria. This was confirmed by SV. For CCSVI diagnosis, DS showed sensitivity, specificity, accuracy, PPV and NPV of 100%, whereas the figures were 40%, 85%, 58%, 80% and 50% for 3D-TRICKS, and 30%, 85%, 52%, 75% and 46% for 2D-TOF in the IJVs. In MS patients, compared to SV, DS showed sensitivity, specificity, accuracy, PPV and NPV of 100%, 75%, 95%, 94% and 100%, whereas the figures were 31%, 100%, 45%, 100% and 26% for 3D-TRICKS and 25%, 100%, 40%, 100% and 25% for 2D-TOF in the IJVs. CONCLUSION: The use of MRV for diagnosis of CCSVI in MS patients has limited value, and the findings should be interpreted with caution and confirmed by other imaging techniques such as DS and SV.


Assuntos
Veias Jugulares , Angiografia por Ressonância Magnética , Esclerose Múltipla Recidivante-Remitente/diagnóstico , Flebografia/métodos , Medula Espinal/irrigação sanguínea , Ultrassonografia Doppler , Insuficiência Venosa/diagnóstico , Adulto , Estudos Transversais , Feminino , Humanos , Veias Jugulares/anormalidades , Veias Jugulares/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , Esclerose Múltipla Recidivante-Remitente/fisiopatologia , Projetos Piloto , Valor Preditivo dos Testes , Fluxo Sanguíneo Regional , Sensibilidade e Especificidade , Insuficiência Venosa/fisiopatologia
7.
Int Angiol ; 29(2): 140-8, 2010 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-20351670

RESUMO

AIM: We previously reported unexpectedly robust associations between vascular haemodynamic (VH) anomalies in the principal extracranial cerebral veins, causing chronic cerebrospinal venous insufficiency (CCSVI), and multiple sclerosis (MS). Aim of this study was to investigate the relationship between the VH changes and MRI measures of MS disease severity in a cross sectional survey. METHODS: The number of anomalous VH criteria were measured using an echo-color Doppler, whereas CSF flow, atrophy and lesion measures were obtained from quantitative magnetic resonance imaging (MRI) analysis in sixteen consecutive relapsing-remitting MS patients, (mean age: 36.1+/-SD 7.3 years, disease duration: 7.5+/-1.9 years and median EDSS: 2.5) and in 8 healthy controls (HC) with similar age and sex distributions. RESULTS: All 16 MS patients investigated and none of the HCs met the VH criteria for CCSVI (P<0.0001). MS patients showed significantly lower net CSF flow compared to the HC (P=0.038) that was associated with number of anomalous VH criteria present (r=0.79, P<0.001). Moreover, increases in the number of anomalous VH criteria present were negatively associated with lower whole brain volume (Spearman R=-0.5, P=0.05). CONCLUSION: VH changes occur more frequently in MS patients than controls. Altered VH is associated with abnormal CSF flow dynamics and decreased brain volume.


Assuntos
Veia Ázigos , Encéfalo/patologia , Veias Jugulares , Imageamento por Ressonância Magnética , Esclerose Múltipla Recidivante-Remitente/diagnóstico , Medula Espinal/irrigação sanguínea , Ultrassonografia Doppler em Cores , Insuficiência Venosa/diagnóstico , Adulto , Atrofia , Veia Ázigos/anormalidades , Veia Ázigos/diagnóstico por imagem , Veia Ázigos/fisiopatologia , Veias Cerebrais/anormalidades , Veias Cerebrais/diagnóstico por imagem , Veias Cerebrais/fisiopatologia , Circulação Cerebrovascular , Constrição Patológica , Estudos Transversais , Humanos , Veias Jugulares/anormalidades , Veias Jugulares/diagnóstico por imagem , Veias Jugulares/fisiopatologia , Esclerose Múltipla Recidivante-Remitente/líquido cefalorraquidiano , Esclerose Múltipla Recidivante-Remitente/fisiopatologia , Tamanho do Órgão , Projetos Piloto , Fluxo Sanguíneo Regional , Insuficiência Venosa/líquido cefalorraquidiano , Insuficiência Venosa/fisiopatologia
8.
Int Angiol ; 29(2): 158-75, 2010 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-20351672

RESUMO

AIM: Chronic cerebrospinal venous insufficiency (CCSVI) is a vascular phenomenon recently described in multiple sclerosis (MS) that is characterized by stenoses affecting the main extracranial venous outflow pathways and by a high rate of cerebral venous reflux that may lead to increased iron deposition in the brain. Aim of this study was to investigate the relationship between CCSVI and iron deposition in the brain of MS patients by correlating venous hemodynamic (VH) parameters and iron concentration in deep-gray matter structures and lesions, as measured by susceptibility-weighted imaging (SWI), and to preliminarily define the relationship between iron measures and clinical and other magnetic resonance imaging (MRI) outcomes. METHODS: Sixteen (16) consecutive relapsing-remitting MS patients and 8 age- and sex-matched healthy controls (HC) were scanned on a GE 3T scanner, using SWI. RESULTS: All 16 MS patients fulfilled the diagnosis of CCSVI (median VH=4), compared to none of the HC. In MS patients, the higher iron concentration in the pulvinar nucleus of the thalamus, thalamus, globus pallidus, and hippocampus was related to a higher number of VH criteria (P<0.05). There was also a significant association between a higher number of VH criteria and higher iron concentration of overlapping T2 (r=-0.64, P=0.007) and T1 (r=-0.56, P=0.023) phase lesions. Iron concentration measures were related to longer disease duration and increased disability as measured by EDSS and MSFC, and to increased MRI lesion burden and decreased brain volume. CONCLUSION: The findings from this pilot study suggest that CCSVI may be an important mechanism related to iron deposition in the brain parenchyma of MS patients. In turn, iron deposition, as measured by SWI, is a modest-to-strong predictor of disability progression, lesion volume accumulation and atrophy development in patients with MS.


Assuntos
Encéfalo/metabolismo , Ferro/análise , Veias Jugulares/patologia , Imageamento por Ressonância Magnética , Esclerose Múltipla Recidivante-Remitente/diagnóstico , Medula Espinal/irrigação sanguínea , Insuficiência Venosa/diagnóstico , Adulto , Atrofia , Encéfalo/patologia , Estudos de Casos e Controles , Circulação Cerebrovascular , Doença Crônica , Constrição Patológica , Avaliação da Deficiência , Feminino , Humanos , Itália , Veias Jugulares/fisiopatologia , Masculino , Esclerose Múltipla Recidivante-Remitente/metabolismo , Esclerose Múltipla Recidivante-Remitente/patologia , Esclerose Múltipla Recidivante-Remitente/fisiopatologia , New York , Projetos Piloto , Valor Preditivo dos Testes , Fluxo Sanguíneo Regional , Índice de Gravidade de Doença , Insuficiência Venosa/metabolismo , Insuficiência Venosa/patologia , Insuficiência Venosa/fisiopatologia
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