RESUMO
Structural neural network architecture patterns in the human brain could be related to individual differences in phenotype, behavior, genetic determinants, and clinical outcomes from neuropsychiatric disorders. Recent studies have indicated that a personalized neural (brain) fingerprint can be identified from structural brain connectomes. However, the accuracy, reproducibility and translational potential of personalized fingerprints in terms of cognition is not yet fully determined. In this study, we introduce a dynamic connectome modeling approach to identify a critical set of white matter subnetworks that can be used as a personalized fingerprint. Several individual variable assessments were performed that demonstrate the accuracy and practicality of personalized fingerprint, specifically predicting the identity and IQ of middle age adults, and the developmental quotient in toddlers. Our findings suggest the fingerprint found by our dynamic modeling approach is sufficient for differentiation between individuals, and is also capable of predicting general intellectual ability across human development.
Assuntos
Cognição/fisiologia , Desenvolvimento Humano/fisiologia , Inteligência/fisiologia , Aprendizagem/fisiologia , Aprendizado de Máquina , Rede Nervosa/anatomia & histologia , Neuroimagem , Substância Branca/anatomia & histologia , Adulto , Idoso , Pré-Escolar , Feminino , Humanos , Lactente , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Rede Nervosa/diagnóstico por imagem , Substância Branca/diagnóstico por imagem , Adulto JovemRESUMO
BACKGROUND AND PURPOSE: Converging research in patients with multiple sclerosis (MS) has shown increased rates of alexithymia and disturbances in social cognition, including empathy and theory of mind. Moral judgment is one of the most complex spheres of human cognition, relying on intricate neural circuits related to many other affective, social, cognitive and behavioral processes. METHODS: Relapsing-remitting MS patients (n = 38) and age-, gender- and education-matched controls (n = 38) completed a measure of alexithymia (Toronto Alexithymia Scale), a measure of empathy (Interpersonal Reactivity Index) and a series of moral dilemmas, for which measures of moral permissibility, emotional reactivity and moral relativity (the perception of how one's moral attitudes compare to the attitudes of the rest of the people) were derived. RESULTS: Relative to controls, patients exhibited decreased levels of other-oriented empathy [empathic concern (P < 0.01) and fantasy (P < 0.01)], increased levels of self-oriented personal distress (P < 0.01), as well as higher rates of alexithymia (P < 0.001). Moral permissibility was significantly reduced in patients with MS (P = 0.038), who also showed higher levels of emotional reactivity (P < 0.01). Additionally, a significantly higher number of patients than controls considered that respondents would deliver similar judgments to the same moral scenarios (P < 0.001). DISCUSSION: Understanding such complex interactions between individual dispositions and moral cognition has the potential to contribute to the development of better assessment and intervention strategies for MS patients, enhancing quality of life by achieving better social participation.
Assuntos
Sintomas Afetivos/fisiopatologia , Empatia/fisiologia , Princípios Morais , Esclerose Múltipla Recidivante-Remitente/fisiopatologia , Percepção Social , Adulto , Feminino , Humanos , Julgamento , Masculino , Pessoa de Meia-IdadeRESUMO
Several studies have reported that about 65 % of patients with relapsing-remitting multiple sclerosis (RRMS) suffer from cognitive impairment, with executive dysfunction being the most frequently described. Even if several executive screening tests have been designed to specifically detect executive deficits, few studies have investigated their ability to tackle such dysfunction particularly in multiple sclerosis (MS). The aim of the present study was to evaluate the sensitivity and specificity of the INECO frontal screening (IFS) in the detection of executive dysfunction in patients with relapsing-remitting MS (RRMS). 54 patients with RRMS were included in the study. 34 presented executive dysfunction while 20 did not. 32 control subjects matched for age, sex, and educational level were also included. All were evaluated with the IFS and with a battery of classical executive tests. A patient was considered to have executive dysfunction if he/she scored a one and a half standard deviation below the control mean in at least one of the classical executive tests. Sensitivity and specificity of the IFS in its ability to detect executive dysfunction in MS was analyzed. Using a cut-off of 25.5 points, sensitivity of the IFS was 73.53 %, and specificity 78.13 % in differentiating controls from MS patients with executive dysfunction. The IFS showed excellent concurrent validity with executive tasks. The IFS can be considered a brief, easy-to-administer, cost-less tool for the detection of executive dysfunction in patients with RRMS.
Assuntos
Função Executiva , Esclerose Múltipla Recidivante-Remitente/diagnóstico , Esclerose Múltipla Recidivante-Remitente/psicologia , Testes Neuropsicológicos , Adulto , Humanos , Curva ROC , Sensibilidade e EspecificidadeRESUMO
BACKGROUND: We recently demonstrated that decline in fluid intelligence is a substantial contributor to frontal deficits. For some classical 'executive' tasks, such as the Wisconsin Card Sorting Test (WCST) and Verbal Fluency, frontal deficits were entirely explained by fluid intelligence. However, on a second set of frontal tasks, deficits remained even after statistically controlling for this factor. These tasks included tests of theory of mind and multitasking. As frontal dysfunction is the most frequent cognitive deficit observed in early Parkinson's disease (PD), the present study aimed to determine the role of fluid intelligence in such deficits. METHOD: We assessed patients with PD (n=32) and control subjects (n=22) with the aforementioned frontal tests and with a test of fluid intelligence. Group performance was compared and fluid intelligence was introduced as a covariate to determine its role in frontal deficits shown by PD patients. RESULTS: In line with our previous results, scores on the WCST and Verbal Fluency were closely linked to fluid intelligence. Significant patient-control differences were eliminated or at least substantially reduced once fluid intelligence was introduced as a covariate. However, for tasks of theory of mind and multitasking, deficits remained even after fluid intelligence was statistically controlled. CONCLUSIONS: The present results suggest that clinical assessment of neuropsychological deficits in PD should include tests of fluid intelligence, together with one or more specific tasks that allow for the assessment of residual frontal deficits associated with theory of mind and multitasking.
Assuntos
Função Executiva/fisiologia , Inteligência/fisiologia , Doença de Parkinson/fisiopatologia , Idoso , Humanos , Pessoa de Meia-Idade , Teoria da Mente/fisiologiaRESUMO
Introducción: El Addenbrooke's Cognitive Examination-Revisado (ACE-R) es una actualización del test de cribado ACE, cuya versión en inglés ha demostrado una alta sensibilidad y especificidad para detectar disfunción cognitiva en pacientes con demencia. La versión original del ACE ya ha sido adaptada y validada en castellano. El objetivo del presente estudio fue adaptar y validar en una población argentina la versión revisada del mismo. Métodos: Un grupo de pacientes con enfermedad de Alzheimer (EA) y pacientes con la variante conductual de la demencia frontotemporal (vcDFT) apareados por edad, sexo y años de educación y un grupo control fueron evaluados con la versión en español del ACE-R. La severidad de la demencia fue medida con el Clinical Dementia Rating Scale (CDR), incluyéndose únicamente pacientes en los estadios tempranos de ambas afecciones. La versión en inglés del ACE-R fue traducida al español y luego retraducida al inglés por dos expertos independientes ciegos a la versión original. Resultados: La fiabilidad interna fue alta (alfa de Cronbach=0,89). La validez concurrente, determinada por la correlación entre el ACE-R y el CDR, fue estadísticamente significativa (p<0,001) y la concordancia entre evaluadores fue excelente (kappa de Cohen=0,98). Los sujetos control obtuvieron puntajes estadísticamente superiores a los pacientes con EA y vcDFT en la mayoría de los subdominios del ACE-R, encontrándose diferencias significativas entre ambos grupos de demencia. Con un puntaje de corte de 85 puntos, la sensibilidad fue del 97,5% y la especificidad del 88,5%, con un cociente de probabilidades de 99,3:1 para la detección de demencia. El ACE-R presentó una sensibilidad más elevada que el MMSE para la detección de demencia. Conclusiones: La versión en español del ACE-R es una herramienta breve y válida para la detección temprana del déficit cognitivo asociados a demencia y ha demostrado ser de utilidad para la diferenciación entre AD y vcDFT (AU)
Background: The Addenbrooke's Cognitive Examination Revised (ACE-R) is an improved version of the earlier brief screening test which has been validated in English with high sensitivity and specificity to detect cognitive dysfunction. The aim of this study was to validate the Spanish version of the ACE-R in an Argentine population. Methods: A group of patients with Alzheimer Disease (AD) and patients with behavioural variant Frontotemporal Dementia (bvFTD) paired by age, sex, and years of education with healthy controls were assessed using the ACE-R. Stage of dementia was measured with the Clinical Dementia Rating Scale (CDR). The English version of the ACE-R was first translated into Spanish and then back-translated into English by two blind independent experts. Results: Internal reliability was very good (Cronbach's alpha=0.89). Concurrent validity, determined by the correlation between total ACE-R and CDR was significant (P<.001) and inter-rater reliability was excellent (Cohen's kappa=0.98). Controls significantly outperformed AD and bvFTD patients on most subdomains of the ACE-R, with significant differences between the dementia groups. With a cut-off score of 85 points, sensitivity was 97.5% and specificity was 88.5%, with a likelihood ratio of 99.3 for the detection of dementia. The ACE-R showed higher sensitivity than the MMSE for the detection of dementia. Conclusions: The Spanish version of the ACE-R is a brief yet reliable screening tool for the detection of early cognitive impairment and has shown to discriminate between bvFTD and AD (AU)
Assuntos
Humanos , Transtornos Cognitivos/diagnóstico , Psicometria/instrumentação , Doença de Alzheimer/complicações , Demência Frontotemporal/complicações , Testes Neuropsicológicos , Sensibilidade e EspecificidadeRESUMO
BACKGROUND: The Addenbrooke's Cognitive Examination Revised (ACE-R) is an improved version of the earlier brief screening test which has been validated in English with high sensitivity and specificity to detect cognitive dysfunction. The aim of this study was to validate the Spanish version of the ACE-R in an Argentine population. METHODS: A group of patients with Alzheimer Disease (AD) and patients with behavioural variant Frontotemporal Dementia (bvFTD) paired by age, sex, and years of education with healthy controls were assessed using the ACE-R. Stage of dementia was measured with the Clinical Dementia Rating Scale (CDR). The English version of the ACE-R was first translated into Spanish and then back-translated into English by two blind independent experts. RESULTS: Internal reliability was very good (Cronbach's alpha=0.89). Concurrent validity, determined by the correlation between total ACE-R and CDR was significant (P<.001) and inter-rater reliability was excellent (Cohen's kappa=0.98). Controls significantly outperformed AD and bvFTD patients on most subdomains of the ACE-R, with significant differences between the dementia groups. With a cut-off score of 85 points, sensitivity was 97.5% and specificity was 88.5%, with a likelihood ratio of 99.3 for the detection of dementia. The ACE-R showed higher sensitivity than the MMSE for the detection of dementia. CONCLUSIONS: The Spanish version of the ACE-R is a brief yet reliable screening tool for the detection of early cognitive impairment and has shown to discriminate between bvFTD and AD.