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1.
Nat Rev Neurosci ; 22(3): 167-179, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33536614

RESUMEN

Cognitive and behavioural flexibility permit the appropriate adjustment of thoughts and behaviours in response to changing environmental demands. Brain mechanisms enabling flexibility have been examined using non-invasive neuroimaging and behavioural approaches in humans alongside pharmacological and lesion studies in animals. This work has identified large-scale functional brain networks encompassing lateral and orbital frontoparietal, midcingulo-insular and frontostriatal regions that support flexibility across the lifespan. Flexibility can be compromised in early-life neurodevelopmental disorders, clinical conditions that emerge during adolescence and late-life dementias. We critically evaluate evidence for the enhancement of flexibility through cognitive training, physical activity and bilingual experience.


Asunto(s)
Conducta/fisiología , Cognición/fisiología , Red Nerviosa/fisiología , Fenómenos Fisiológicos del Sistema Nervioso , Animales , Síntomas Conductuales/fisiopatología , Trastornos del Conocimiento/fisiopatología , Humanos , Red Nerviosa/fisiopatología , Vías Nerviosas/fisiología
2.
Behav Pharmacol ; 33(1): 23-31, 2022 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-35007233

RESUMEN

The monoiodoacetate-induced rat model of osteoarthritis knee pain is widely used. However, there are between-study differences in the pain behavioural endpoints assessed and in the dose of intraarticular monoiodoacetate administered. This study evaluated the robustness of gait analysis as a pain behavioural endpoint in the chronic phase of this model, in comparison with mechanical hyperalgesia in the injected (ipsilateral) joint and development of mechanical allodynia in the ipsilateral hind paws. Groups of Sprague-Dawley rats received a single intraarticular injection of monoiodoacetate at 0.5, 1, 2 or 3 mg or vehicle (saline) into the left (ipsilateral) knee joint. An additional group of rats were not injected (naïve group). The pain behavioural methods used were gait analysis, measurement of pressure algometry thresholds in the ipsilateral knee joints, and assessment of mechanical allodynia in the ipsilateral hind paws using von Frey filaments. These pain behavioural endpoints were assessed premonoiodoacetate injection and for up to 42-days postmonoiodoacetate injection in a blinded manner. Body weights were also assessed as a measure of general health. Good general health was maintained as all rats gained weight at a similar rate for the 42-day study period. In the chronic phase of the model (days 9-42), intraarticular monoiodoacetate at 3 mg evoked robust alterations in multiple gait parameters as well as persistent mechanical allodynia in the ipsilateral hind paws. For the chronic phase of the monoiodoacetate-induced rat model of osteoarthritis knee pain, gait analysis, such as mechanical allodynia in the ipsilateral hind paws, is a robust pain behavioural measure.


Asunto(s)
Artralgia , Síntomas Conductuales , Análisis de la Marcha/métodos , Hiperalgesia , Osteoartritis , Dolor , Animales , Artralgia/inducido químicamente , Artralgia/psicología , Técnicas de Observación Conductual/métodos , Conducta Animal , Síntomas Conductuales/diagnóstico , Síntomas Conductuales/fisiopatología , Modelos Animales de Enfermedad , Inhibidores Enzimáticos/administración & dosificación , Hiperalgesia/diagnóstico , Hiperalgesia/fisiopatología , Hiperalgesia/psicología , Ácido Yodoacético/administración & dosificación , Osteoartritis/fisiopatología , Osteoartritis/psicología , Dolor/fisiopatología , Dolor/psicología , Ratas , Ratas Sprague-Dawley
3.
Neuroimage ; 226: 117508, 2021 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-33157263

RESUMEN

Along the pathway from behavioral symptoms to the development of psychotic disorders sits the multivariate mediating brain. The functional organization and structural topography of large-scale multivariate neural mediators among patients with brain disorders, however, are not well understood. Here, we design a high-dimensional brain-wide functional mediation framework to investigate brain regions that intermediate between baseline behavioral symptoms and future conversion to full psychosis among individuals at clinical high risk (CHR). Using resting-state functional magnetic resonance imaging (fMRI) data from 263 CHR subjects, we extract an α brain atlas and a ß brain atlas: the former underlines brain areas associated with prodromal symptoms and the latter highlights brain areas associated with disease onset. In parallel, we identify and separate mediators that potentially positively and negatively mediate symptoms and psychosis, respectively, and quantify the effect of each neural mediator on disease development. Taken together, these results paint a brain-wide picture of neural markers that are potentially mediating behavioral symptoms and the development of psychotic disorders; additionally, they underscore a statistical framework that is useful to uncover large-scale intermediating variables in a regulatory biological system.


Asunto(s)
Síntomas Conductuales/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Encéfalo/fisiopatología , Síntomas Prodrómicos , Trastornos Psicóticos/diagnóstico por imagen , Síntomas Conductuales/fisiopatología , Mapeo Encefálico/métodos , Femenino , Humanos , Interpretación de Imagen Asistida por Computador/métodos , Imagen por Resonancia Magnética/métodos , Masculino , Análisis de Mediación , Trastornos Psicóticos/fisiopatología , Adulto Joven
4.
Hum Brain Mapp ; 42(16): 5300-5308, 2021 11.
Artículo en Inglés | MEDLINE | ID: mdl-34331489

RESUMEN

With the growing population and rapid change in the social environment, nurses in China are suffering from high rates of stress; however, the neural mechanism underlying this occupation related stress is largely unknown. In this study, mental status was determined for 81 nurses and 61 controls using the Symptom Checklist 90 (SCL-90) scale. A subgroup (n = 57) was further scanned by resting-state functional MRI with two sessions. Based on the SCL-90 scale, "somatic complaints" and "diet/sleeping" exhibited the most prominent difference between nurses and controls. This mental health change in nurses was further supported by the spatial independent component analysis on functional MRI data. First, dynamic functional connectome analysis identified two discrete connectivity configurations (States I and II). Controls had more time in the State I than II, while the nurses had more time in the State II than I. Second, nurses showed a similar static network topology as controls, but altered dynamic properties. Third, the symptom-imaging correlation analysis suggested the functional alterations in nurses as potential imaging biomarkers indicating a high risk for "diet/sleeping" problems. In summary, this study emphasized the high risk of mental deficits in nurses and explored the underlying neural mechanism using dynamic brain connectome, which provided valuable information for future psychological intervention.


Asunto(s)
Síntomas Conductuales/fisiopatología , Encéfalo/fisiopatología , Conectoma , Red en Modo Predeterminado/fisiopatología , Red Nerviosa/fisiopatología , Enfermedades Profesionales/fisiopatología , Adulto , Síntomas Conductuales/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Red en Modo Predeterminado/diagnóstico por imagen , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Red Nerviosa/diagnóstico por imagen , Enfermedades Profesionales/diagnóstico por imagen , Adulto Joven
5.
Hum Brain Mapp ; 42(14): 4568-4579, 2021 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-34240783

RESUMEN

Brain predicted age difference, or BrainPAD, compares chronological age to an age estimate derived by applying machine learning (ML) to MRI brain data. BrainPAD studies in youth have been relatively limited, often using only a single MRI modality or a single ML algorithm. Here, we use multimodal MRI with a stacked ensemble ML approach that iteratively applies several ML algorithms (AutoML). Eligible participants in the Healthy Brain Network (N = 489) were split into training and test sets. Morphometry estimates, white matter connectomes, or both were entered into AutoML to develop BrainPAD models. The best model was then applied to a held-out evaluation dataset, and associations with psychometrics were estimated. Models using morphometry and connectomes together had a mean absolute error of 1.18 years, outperforming models using a single MRI modality. Lower BrainPAD values were associated with more symptoms on the CBCL (pcorr  = .012) and lower functioning on the Children's Global Assessment Scale (pcorr  = .012). Higher BrainPAD values were associated with better performance on the Flanker task (pcorr  = .008). Brain age prediction was more accurate using ComBat-harmonized brain data (MAE = 0.26). Associations with psychometric measures remained consistent after ComBat harmonization, though only the association with CGAS reached statistical significance in the reduced sample. Our findings suggest that BrainPAD scores derived from unharmonized multimodal MRI data using an ensemble ML approach may offer a clinically relevant indicator of psychiatric and cognitive functioning in youth.


Asunto(s)
Síntomas Conductuales/fisiopatología , Imagen de Difusión Tensora/métodos , Sustancia Gris/anatomía & histología , Desarrollo Humano/fisiología , Aprendizaje Automático , Red Nerviosa/anatomía & histología , Sustancia Blanca/anatomía & histología , Adolescente , Adulto , Factores de Edad , Niño , Preescolar , Femenino , Sustancia Gris/diagnóstico por imagen , Sustancia Gris/crecimiento & desarrollo , Humanos , Masculino , Modelos Teóricos , Red Nerviosa/diagnóstico por imagen , Red Nerviosa/crecimiento & desarrollo , Psicometría , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/crecimiento & desarrollo , Adulto Joven
6.
Clin Genet ; 99(1): 133-142, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-33020896

RESUMEN

Huntington's disease is associated with motor, cognitive and behavioral dysfunction. Behavioral symptoms may present before, after, or simultaneously with clinical disease manifestation. The relationship between age of onset and behavioral symptom presentation and severity was explored using the Enroll-HD database. Manifest individuals (n = 4469) were initially divided into three groups for preliminary analysis: early onset (<30 years; n = 479); mid-adult onset (30-59 years; n = 3478); and late onset (>59 years; n = 512). Incidence of behavioral symptoms reported at onset was highest in those with early onset symptoms at 26% (n = 126), compared with 19% (n = 678) for mid-adult onset and 11% (n = 56) for late onset (P < 0.0001). Refined analysis, looking across the continuum of ages rather than between categorical subgroups found that a one-year increase in age of onset was associated with a 5.6% decrease in the odds of behavioral symptoms being retrospectively reported as the presenting symptom (P < 0.0001). By the time of study enrollment, the odds of reporting severe behavioral symptoms decreased by 5.5% for each one-year increase in reported age of onset. Exploring environmental, genetic and epigenetic factors that affect age of onset and further characterizing types and severity of behavioral symptoms may improve treatment and understanding of Huntington's disease's impact on affected individuals.


Asunto(s)
Síntomas Conductuales/genética , Disfunción Cognitiva/genética , Enfermedad de Huntington/genética , Adulto , Edad de Inicio , Anciano , Síntomas Conductuales/epidemiología , Síntomas Conductuales/fisiopatología , Disfunción Cognitiva/epidemiología , Disfunción Cognitiva/fisiopatología , Estudios de Cohortes , Progresión de la Enfermedad , Epigenómica , Femenino , Humanos , Enfermedad de Huntington/epidemiología , Enfermedad de Huntington/fisiopatología , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Índice de Severidad de la Enfermedad
7.
J Psychiatry Neurosci ; 46(1): E44-E55, 2021 01 04.
Artículo en Inglés | MEDLINE | ID: mdl-32667145

RESUMEN

Background: In addition to motor disability, another characteristic feature of Parkinson disease is the early appearance of psychiatric symptoms, including apathy, depression, anxiety and cognitive deficits; treatments for these symptoms are limited by the development of adverse effects such as impulse-control disorders. In this context, we investigated the orphan G protein-coupled receptor 88 (GPR88) as a novel therapeutic target. Methods: We used lentiviral-mediated expression of specifically designed microRNA to knock down Gpr88 in a translational male rat model of early Parkinson disease obtained by dopamine loss in the dorsolateral striatum as a result of 6-hydroxydopamine lesions. We evaluated the impact of Gpr88 knockdown on the Parkinson disease model using behavioural, immunohistochemical and in situ hybridization studies. Results: Knockdown of Gpr88 in associative territories of the dorsal striatum efficiently reduced alterations in mood, motivation and cognition through modulation of the regulator of the G-protein signalling 4 and of the truncated splice variant of the FosB transcription factor. Knockdown of Gpr88 also reduced allostatic changes in striatal activity markers that may be related to patterns observed in patients and that provide support for an "overload" hypothesis for the etiology of the psychiatric symptoms of Parkinson disease. Limitations: Behavioural tests assessing specific cognitive and motivational parameters are needed to further characterize the effects of the lesion and of Gpr88 knockdown in early-stage and advanced Parkinson disease models, presenting more extensive dopamine loss. Additional studies focusing on the direct and indirect striatal output pathways are also required, because little is known about the signalling pathways regulated by GPR88 in different striatal cell types. Conclusion: GPR88 may constitute a highly relevant target for the treatment of the psychiatric symptoms of Parkinson disease.


Asunto(s)
Conducta Animal/fisiología , Síntomas Conductuales , Neostriado , Enfermedad de Parkinson , Receptores Acoplados a Proteínas G/metabolismo , Animales , Síntomas Conductuales/etiología , Síntomas Conductuales/metabolismo , Síntomas Conductuales/fisiopatología , Modelos Animales de Enfermedad , Humanos , Masculino , Neostriado/metabolismo , Neostriado/fisiopatología , Enfermedad de Parkinson/complicaciones , Enfermedad de Parkinson/metabolismo , Enfermedad de Parkinson/fisiopatología , Ratas , Ratas Sprague-Dawley , Ratas Transgénicas , Receptores Acoplados a Proteínas G/genética , Investigación Biomédica Traslacional
8.
J Pers ; 89(3): 468-482, 2021 05.
Artículo en Inglés | MEDLINE | ID: mdl-32936956

RESUMEN

OBJECTIVE: When confronted with major threats, people often experience decline in well-being. The central purpose of this study was to identify mechanisms underlying change of well-being in times of threat, using the example of the COVID-19 pandemic, with a focus on appraisals of the pandemic and affective states, stress, as well as mindfulness in daily life. METHOD: We conducted a study across 3.5 weeks, including pretest, posttest, and a diary phase in-between. We worked with a sample of 460 adults, pre- and post-test information, as well as 7,189 observations from the diary phase. RESULTS: Results showed that deterioration in mental health symptoms across the duration of the study was associated with (a) change towards less fortunate appraisals of the pandemic and (b), more negative affect and less mindfulness in daily life. Furthermore, appraisals of the pandemic at pretest predicted experiences in daily life, with more negative appraisals of the pandemic predicting more negative affect and stressor occurrence as well as less mindfulness. CONCLUSIONS: These findings speak to the dynamic nature of well-being and appraisals in times of threat, and highlight the role of experiences in daily life in changes in well-being.


Asunto(s)
Síntomas Conductuales/fisiopatología , Síntomas Conductuales/psicología , COVID-19 , Conocimientos, Actitudes y Práctica en Salud , Acontecimientos que Cambian la Vida , Atención Plena , Satisfacción Personal , Adulto , Síntomas Afectivos/fisiopatología , Síntomas Afectivos/psicología , Femenino , Estudios de Seguimiento , Humanos , Masculino , Persona de Mediana Edad , Estrés Psicológico/fisiopatología , Estrés Psicológico/psicología
9.
J Intellect Disabil Res ; 65(7): 609-616, 2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-33754414

RESUMEN

BACKGROUND: Prader-Willi syndrome (PWS) is a rare genetic disorder that in many cases is associated with mental health disorders, in addition to characteristic symptoms such as hyperphagia. The current Sars-CoV-2 coronavirus pandemic has led to massive restrictions in health care and social life worldwide. People with PWS represent a particularly vulnerable population group to these restrictions, with unknown impact on their mental health. METHODS: We conducted an online questionnaire to assess the impact of the restrictions associated with the COVID-19 pandemic on the mental health of people with PWS. RESULTS: One hundred and eight caregivers completed the survey about individuals with PWS. Individuals with PWS > 6 years (n = 89) were included for evaluation with regard to psychopathological change. Respondents frequently reported an increase in psychopathological symptoms associated with PWS during the lockdown, with 51.7% reporting increased temper outbursts, 43.8% showing signs of sadness, 38.2% being anxious, 55.0% more irritable, and 39.3% showing more food seeking behaviour. Adjusted for the type of accommodation food seeking behaviour and irritability is increased to a significantly lesser extent in people with PWS accommodated in specialised care facilities compared with those living in their family home. No significant difference could be found between the sexes. CONCLUSION: The COVID-19 pandemic has had a significant effect on the mental health of individuals with PWS, evidenced by an increase in behaviours associated with PWS, including temper outbursts, food-seeking, and irritability, which again underlines their need for specialised care. Individuals living with their families were particularly vulnerable, indicating that they and their families are in special need of support.


Asunto(s)
Síntomas Conductuales/fisiopatología , COVID-19 , Control de Enfermedades Transmisibles , Síndrome de Prader-Willi/fisiopatología , Adolescente , Adulto , Síntomas Conductuales/etiología , COVID-19/prevención & control , Niño , Femenino , Humanos , Masculino , Persona de Mediana Edad , Síndrome de Prader-Willi/complicaciones , Adulto Joven
10.
Neuroimage ; 209: 116478, 2020 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-31884058

RESUMEN

Early-maturing girls are relatively likely to experience compromised psychobehavioral outcomes. Some studies have explored the association between puberty and brain morphology in adolescents, while the results were non-specific for females or the method was a region-of-interest analysis. To our knowledge, no large-scale study has comprehensively explored the effects of pubertal timing on whole-brain volumetric development or the neuroanatomical substrates of the association in girls between pubertal timing and psychobehavioral outcomes. We collected structural magnetic resonance imaging (MRI) data of a subsample (N â€‹= â€‹203, mean age 11.6 years) from a large-scale population-based birth cohort. Tanner stage, a scale of physical maturation in adolescents, was rated almost simultaneously with MRI scan. The Strengths and Difficulties Questionnaire total difficulties (SDQ-TD) scores were rated by primary parents some duration after MRI scan (mean age 12.1 years). In each sex group, we examined brain regions associated with Tanner stage using whole-brain analysis controlling for chronological age, followed by an exploration of brain regions also associated with the SDQ-TD scores. We also performed mediation analyses. In girls, Tanner stage was significantly negatively correlated with gray matter volumes (GMVs) in the anterior/middle cingulate cortex (ACC/MCC), of which the subgenual ACC (sgACC) showed a negative correlation between GMVs and SDQ-TD scores. Smaller GMVs in the sgACC mediated the association between higher Tanner stages and higher SDQ-TD scores. We found no significant results in boys. Our results from a minimally biased, large-scale sample provide new insights into neuroanatomical correlates of the effect of pubertal timing on developmental psychological difficulties emerging in adolescence.


Asunto(s)
Conducta del Adolescente/fisiología , Síntomas Conductuales/fisiopatología , Sustancia Gris/anatomía & histología , Giro del Cíngulo/anatomía & histología , Pubertad/fisiología , Maduración Sexual/fisiología , Adolescente , Factores de Edad , Niño , Estudios de Cohortes , Femenino , Sustancia Gris/diagnóstico por imagen , Giro del Cíngulo/diagnóstico por imagen , Humanos , Imagen por Resonancia Magnética , Masculino
11.
Neuroimage ; 205: 116225, 2020 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-31568872

RESUMEN

Although covarying for potential confounds or nuisance variables is common in psychological research, relatively little is known about how the inclusion of covariates may influence the relations between psychological variables and indices of brain structure. In Part 1 of the current study, we conducted a descriptive review of relevant articles from the past two years of NeuroImage in order to identify the most commonly used covariates in work of this nature. Age, sex, and intracranial volume were found to be the most commonly used covariates, although the number of covariates used ranged from 0 to 14, with 37 different covariate sets across the 68 models tested. In Part 2, we used data from the Human Connectome Project to investigate the degree to which the addition of common covariates altered the relations between individual difference variables (i.e., personality traits, psychopathology, cognitive tasks) and regional gray matter volume (GMV), as well as the statistical significance of values associated with these effect sizes. Using traditional and random sampling approaches, our results varied widely, such that some covariate sets influenced the relations between the individual difference variables and GMV very little, while the addition of other covariate sets resulted in a substantially different pattern of results compared to models with no covariates. In sum, these results suggest that the use of covariates should be critically examined and discussed as part of the conversation on replicability in structural neuroimaging. We conclude by recommending that researchers pre-register their analytic strategy and present information on how relations differ based on the inclusion of covariates.


Asunto(s)
Síntomas Conductuales/fisiopatología , Neurociencia Cognitiva/métodos , Interpretación Estadística de Datos , Función Ejecutiva/fisiología , Sustancia Gris/anatomía & histología , Individualidad , Neuroimagen/métodos , Desempeño Psicomotor/fisiología , Adulto , Factores de Edad , Análisis de Varianza , Neurociencia Cognitiva/normas , Conectoma , Femenino , Sustancia Gris/diagnóstico por imagen , Humanos , Imagen por Resonancia Magnética , Masculino , Modelos Estadísticos , Neuroimagen/normas , Factores Sexuales
12.
Front Neuroendocrinol ; 55: 100793, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31560884

RESUMEN

Traumatic brain injuries in children represent a major public health issue and even relatively mild injuries can have lifelong consequences. However, the outcomes from these injuries are highly heterogeneous, with most individuals recovering fully, but a substantial subset experiencing prolonged or permanent disabilities across a number of domains. Moreover, brain injuries predispose individuals to other kinds of neuropsychiatric and somatic illnesses. Critically, the severity of the injury only partially predicts subsequent outcomes, thus other factors must be involved. In this review, we discuss the psychological, social, neuroendocrine, and autonomic processes that are disrupted following traumatic brain injury during development, and consider the mechanisms the mediate risk or resilience after traumatic brain injury in this vulnerable population.


Asunto(s)
Sistema Nervioso Autónomo , Síntomas Conductuales , Lesiones Traumáticas del Encéfalo , Hormona del Crecimiento/deficiencia , Desarrollo Humano , Sistema Hipotálamo-Hipofisario , Sistemas Neurosecretores , Trastorno de la Conducta Social , Trastornos por Estrés Postraumático , Sistema Nervioso Autónomo/metabolismo , Sistema Nervioso Autónomo/fisiopatología , Síntomas Conductuales/etiología , Síntomas Conductuales/metabolismo , Síntomas Conductuales/fisiopatología , Lesiones Traumáticas del Encéfalo/complicaciones , Lesiones Traumáticas del Encéfalo/metabolismo , Lesiones Traumáticas del Encéfalo/fisiopatología , Desarrollo Humano/fisiología , Humanos , Sistema Hipotálamo-Hipofisario/metabolismo , Sistema Hipotálamo-Hipofisario/fisiopatología , Sistemas Neurosecretores/metabolismo , Sistemas Neurosecretores/fisiopatología , Trastorno de la Conducta Social/etiología , Trastorno de la Conducta Social/metabolismo , Trastorno de la Conducta Social/fisiopatología , Trastornos por Estrés Postraumático/etiología , Trastornos por Estrés Postraumático/metabolismo , Trastornos por Estrés Postraumático/fisiopatología
13.
Hum Brain Mapp ; 41(15): 4173-4186, 2020 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-32613721

RESUMEN

Functional interconnections between brain regions define the "connectome" which is of central interest for understanding human brain function. Resting-state functional magnetic resonance (rsfMRI) work has revealed changes in static connectivity related to age, sex, cognitive abilities and psychiatric symptoms, yet little is known how these factors may alter the information flow. The commonly used approach infers functional brain connectivity using stationary coefficients yielding static estimates of the undirected connection strength between brain regions. Dynamic graphical models (DGMs) are a multivariate model with dynamic coefficients reflecting directed temporal associations between nodes, and can yield novel insight into directed functional connectivity. Here, we leveraged this approach to test for associations between edge-wise estimates of direction flow across the functional connectome and age, sex, intellectual abilities and mental health. We applied DGM to investigate patterns of information flow in data from 984 individuals from the Human Connectome Project (HCP) and 10,249 individuals from the UK Biobank. Our analysis yielded patterns of directed connectivity in independent HCP and UK Biobank data similar to those previously reported, including that the cerebellum consistently receives information from other networks. We show robust associations between information flow and age and sex for several connections, with strongest effects of age observed in the sensorimotor network. Visual, auditory and sensorimotor nodes were also linked to mental health. Our findings support the use of DGM as a measure of directed connectivity in rsfMRI data and provide new insight into the shaping of the connectome during aging.


Asunto(s)
Envejecimiento/fisiología , Síntomas Conductuales/fisiopatología , Encéfalo/fisiología , Conectoma/métodos , Imagen por Resonancia Magnética/métodos , Red Nerviosa/fisiología , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Síntomas Conductuales/diagnóstico por imagen , Encéfalo/diagnóstico por imagen , Bases de Datos Factuales , Femenino , Humanos , Procesamiento de Imagen Asistido por Computador/métodos , Masculino , Persona de Mediana Edad , Red Nerviosa/diagnóstico por imagen , Factores Sexuales , Adulto Joven
14.
Hum Brain Mapp ; 41(3): 755-766, 2020 02 15.
Artículo en Inglés | MEDLINE | ID: mdl-31650651

RESUMEN

To investigate brain perfusion patterns in systemic lupus erythematosus (SLE) patients with and without neuropsychiatric systemic lupus erythematosus (NPSLE and non-NPSLE, respectively) and to identify biomarkers for the diagnosis of NPSLE using noninvasive three-dimensional (3D) arterial spin labeling (ASL). Thirty-one NPSLE and 24 non-NPSLE patients and 32 age- and sex-matched normal controls (NCs) were recruited. Three-dimensional ASL-MRI was applied to quantify cerebral perfusion. Whole brain, gray (GM) and white matter (WM), and voxel-based analysis (VBA) were performed to explore perfusion characteristics. Correlation analysis was performed to find the relationship between the perfusion measures, lesion volumes, and clinical variables. Receiver operating characteristic (ROC) analysis and support vector machine (SVM) classification were applied to differentiate NPSLE patients from non-NPSLE patients and healthy controls. Compared to NCs, NPSLE patients showed increased cerebral blood flow (CBF) within WM but decreased CBF within GM, while non-NPSLE patients showed increased CBF within both GM and WM. Compared to non-NPSLE patients, NPSLE patients showed significantly reduced CBF in the frontal gyrus, cerebellum, and corpus callosum. CBF within several brain regions such as cingulate and corpus callosum showed significant correlations with the Systemic Lupus Erythematosus Disease Activity Index (SLEDAI) and the Systemic Lupus International Collaborating Clinics (SLICC) damage index scores. ROC analysis showed moderate performance in distinguishing NPSLE from non-NPSLE patients with AUCs > 0.7, while SVM analysis demonstrated that CBF within the corpus callosum achieved an accuracy of 83.6% in distinguishing NPSLE from non-NPSLE patients. Different brain perfusion patterns were observed between NPSLE and non-NPSLE patients. CBF measured by noninvasive 3D ASL could be a useful biomarker for the diagnosis and disease monitoring of NPSLE and non-NPSLE patients.


Asunto(s)
Síntomas Conductuales/fisiopatología , Circulación Cerebrovascular/fisiología , Sustancia Gris/fisiopatología , Lupus Eritematoso Sistémico/fisiopatología , Sustancia Blanca/fisiopatología , Adulto , Síntomas Conductuales/diagnóstico por imagen , Síntomas Conductuales/etiología , Biomarcadores , Femenino , Sustancia Gris/diagnóstico por imagen , Humanos , Lupus Eritematoso Sistémico/complicaciones , Lupus Eritematoso Sistémico/diagnóstico por imagen , Vasculitis por Lupus del Sistema Nervioso Central/diagnóstico por imagen , Vasculitis por Lupus del Sistema Nervioso Central/fisiopatología , Angiografía por Resonancia Magnética , Persona de Mediana Edad , Neuroimagen , Marcadores de Spin , Máquina de Vectores de Soporte , Sustancia Blanca/diagnóstico por imagen , Adulto Joven
15.
Hum Brain Mapp ; 41(13): 3749-3764, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32476230

RESUMEN

Parkinson's disease (PD) is characterized by overlapping motor, neuropsychiatric, and cognitive symptoms. Worse performance in one domain is associated with worse performance in the other domains. Commonality analysis (CA) is a method of variance partitioning in multiple regression, used to separate the specific and common influence of collinear predictors. We apply, for the first time, CA to the functional connectome to investigate the unique and common neural connectivity underlying the interface of the symptom domains in 74 non-demented PD subjects. Edges were modeled as a function of global motor, cognitive, and neuropsychiatric scores. CA was performed, yielding measures of the unique and common contribution of the symptom domains. Bootstrap confidence intervals were used to determine the precision of the estimates and to directly compare each commonality coefficient. The overall model identified a network with the caudate nucleus as a hub. Neuropsychiatric impairment accounted for connectivity in the caudate-dorsal anterior cingulate and caudate-right dorsolateral prefrontal-right inferior parietal circuits, while caudate-medial prefrontal connectivity reflected a unique effect of both neuropsychiatric and cognitive impairment. Caudate-precuneus connectivity was explained by both unique and shared influence of neuropsychiatric and cognitive symptoms. Lastly, posterior cortical connectivity reflected an interplay of the unique and common effects of each symptom domain. We show that CA can determine the amount of variance in the connectome that is unique and shared amongst motor, neuropsychiatric, and cognitive symptoms in PD, thereby improving our ability to interpret the data while gaining novel insight into networks at the interface of these symptom domains.


Asunto(s)
Núcleo Caudado/fisiopatología , Corteza Cerebral/fisiopatología , Conectoma/métodos , Procesamiento de Imagen Asistido por Computador/métodos , Red Nerviosa/fisiopatología , Enfermedad de Parkinson/fisiopatología , Anciano , Anciano de 80 o más Años , Síntomas Conductuales/diagnóstico por imagen , Síntomas Conductuales/etiología , Síntomas Conductuales/fisiopatología , Núcleo Caudado/diagnóstico por imagen , Corteza Cerebral/diagnóstico por imagen , Disfunción Cognitiva/diagnóstico por imagen , Disfunción Cognitiva/etiología , Disfunción Cognitiva/fisiopatología , Femenino , Giro del Cíngulo/diagnóstico por imagen , Giro del Cíngulo/fisiopatología , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Red Nerviosa/diagnóstico por imagen , Lóbulo Parietal/diagnóstico por imagen , Lóbulo Parietal/fisiopatología , Enfermedad de Parkinson/complicaciones , Enfermedad de Parkinson/diagnóstico por imagen , Corteza Prefrontal/diagnóstico por imagen , Corteza Prefrontal/fisiopatología
16.
Cogn Affect Behav Neurosci ; 20(5): 1103-1121, 2020 10.
Artículo en Inglés | MEDLINE | ID: mdl-32820418

RESUMEN

Previous research has shown an association between cognitive control deficits and problematic behavior such as antisocial behavior and substance use, but little is known about the predictive value of cognitive control for treatment outcome. The current study tests whether selected markers of baseline cognitive control predict (1) treatment completion of a day treatment program involving a combination of approaches for multiproblem young adults and (2) daytime activities a year after the start of treatment, over and above psychological, social, and criminal characteristics. We assessed individual, neurobiological, and neurobehavioral measures, including functional brain activity during an inhibition task and two electroencephalographic measures of error processing in 127 male multiproblem young adults (age 18-27 years). We performed two hierarchical regression models to test the predictive power of cognitive control for treatment completion and daytime activities at follow-up. The overall models did not significantly predict treatment completion or daytime activities at follow-up. However, activity in the anterior cingulate cortex (ACC) during response inhibition, years of regular alcohol use, internalizing problems, and ethnicity were all significant individual predictors of daytime activity at follow-up. In conclusion, cognitive control could not predict treatment completion or daytime activities a year after the start of treatment over and above individual characteristics. However, results indicate a direct association between brain activity during response inhibition and participation in daytime activities, such as work or school, after treatment. As adequate baseline inhibitory control is associated with a positive outcome at follow-up, this suggests interventions targeting cognitive control might result in better outcomes at follow-up.


Asunto(s)
Síntomas Conductuales/fisiopatología , Síntomas Conductuales/terapia , Electroencefalografía , Función Ejecutiva/fisiología , Neuroimagen Funcional , Giro del Cíngulo/fisiología , Inhibición Psicológica , Evaluación de Resultado en la Atención de Salud , Desempeño Psicomotor/fisiología , Adolescente , Adulto , Síntomas Conductuales/etnología , Estudios de Seguimiento , Humanos , Imagen por Resonancia Magnética , Masculino , Psicoterapia , Instituciones Académicas , Trabajo , Adulto Joven
17.
Am J Geriatr Psychiatry ; 28(1): 64-71, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31186157

RESUMEN

INTRODUCTION: There has been considerable progress in identifying early cognitive and biomarker predictors of Alzheimer's disease (AD). Neuropsychiatric symptoms (NPS) are common in AD and appear to predict progression after the onset of mild cognitive impairment or dementia. OBJECTIVES: The objective of the study is to examine the relationship between NPS in clinically normal older adults and subsequent cognitive decline in a population-based sample. METHODS: The Cache County Study on Memory in Aging consists of a population-based sample of 5,092 older adults. We identified 470 clinically normal adults who were followed for an average period of 5.73 years. NPS were evaluated at the baseline clinical assessment using the Neuropsychiatric Inventory (NPI). NPI domain scores were quantified as the product of frequency X severity in individual NPI domains, and then summed for the NPI-Total. Neuropsychological measures were collected at baseline and at each subsequent follow-up wave. Linear mixed-effects models assessed the association of NPI-Total, NPI-Depression, and NPI-Anxiety scores (obtained at baseline) on longitudinal change in neuropsychological performance, controlling for age, sex, and education. RESULTS: Baseline NPI-Total score was associated with a more rapid rate of decline in word list memory, praxis recall, and animal fluency. Baseline NPI-Depression was not associated with later decline on any of the cognitive tests, while baseline NPI-Anxiety was associated with decline in Symbol Digit Modality. CONCLUSION: In conclusion, among clinically normal older adults derived from this population-based study, total burden of NPS was associated with longitudinal cognitive decline. These results add to the evidence that NPS are risk factors for or clinical indicators of preclinical dementia syndrome. Our study was an exploratory study and we did not control for multiple comparisons.


Asunto(s)
Envejecimiento/fisiología , Ansiedad/fisiopatología , Síntomas Conductuales/fisiopatología , Disfunción Cognitiva/fisiopatología , Demencia/fisiopatología , Depresión/fisiopatología , Anciano , Anciano de 80 o más Años , Enfermedad de Alzheimer/epidemiología , Enfermedad de Alzheimer/fisiopatología , Ansiedad/epidemiología , Síntomas Conductuales/epidemiología , Estudios de Casos y Controles , Disfunción Cognitiva/epidemiología , Demencia/epidemiología , Depresión/epidemiología , Femenino , Humanos , Estudios Longitudinales , Masculino , Pruebas Neuropsicológicas , Escalas de Valoración Psiquiátrica , Factores de Riesgo , Utah/epidemiología
18.
Semin Neurol ; 40(4): 370-383, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32740900

RESUMEN

Chronic traumatic encephalopathy (CTE) is a neurodegenerative disease associated with repetitive head impacts (RHI), such as those received in contact/collision sports, blast injury in military veterans, and domestic violence. Currently, CTE can only be diagnosed following death. Although the clinical features of former boxers have been described for almost a century, and there is increasing evidence of long-term cognitive and neuropsychiatric impairments in living former American football players, the specific clinical presentation associated with underlying CTE neuropathology remains unclear. These features include diverse and nonspecific changes in cognition, mood, behavior, and motor functioning. Currently, there are no validated and widely accepted clinical diagnostic criteria. Proposed criteria are primarily based on retrospective telephonic interviews with the next of kin of individuals who were diagnosed with CTE postmortem. Prospective studies involving individuals presumably at high risk for CTE are underway; these will hopefully clarify the clinical features and course of CTE, allow the diagnostic criteria to be refined, and lead to the development and validation of in vivo biomarkers. This article reviews what is currently known about the clinical presentation of CTE and describes the evolution of this knowledge from early case reports of "punch drunk" boxers through larger case series of neuropathologically confirmed CTE. This article concludes with a discussion of gaps in research and future directions to address these areas.


Asunto(s)
Traumatismos en Atletas , Síntomas Conductuales , Encefalopatía Traumática Crónica , Disfunción Cognitiva , Traumatismos en Atletas/complicaciones , Traumatismos en Atletas/diagnóstico , Traumatismos en Atletas/fisiopatología , Síntomas Conductuales/diagnóstico , Síntomas Conductuales/etiología , Síntomas Conductuales/fisiopatología , Encefalopatía Traumática Crónica/complicaciones , Encefalopatía Traumática Crónica/diagnóstico , Encefalopatía Traumática Crónica/fisiopatología , Disfunción Cognitiva/diagnóstico , Disfunción Cognitiva/etiología , Disfunción Cognitiva/fisiopatología , Humanos
19.
J Neuropsychiatry Clin Neurosci ; 32(2): 109-124, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-31466515

RESUMEN

OBJECTIVE: Neuropsychiatric symptoms are known to increase caregiver burden and decrease patient quality of life among patients with Huntington's disease. Functional capacity is an outcome commonly used in Huntington's disease clinical trials to quantify disease progression or intervention response. Some studies have examined the relationship between neuropsychiatric symptoms and functional capacity; however, this evidence has not been synthesized. The authors reviewed existing evidence on the association between neuropsychiatric symptoms and functional capacity in Huntington's disease. METHODS: A systematic review was conducted using PubMed and CINAHL. Articles were included if they described primary research in humans with Huntington's disease, measured one or more neuropsychiatric symptoms and functional capacity, and reported statistical methods to identify associations between the two concepts. Additional eligible articles were identified through reference mining and review of other relevant literature. RESULTS: Fourteen articles were eligible for review. Neuropsychiatric symptoms were measured individually, in clusters (i.e., depression, anxiety, and suicide items contributing to a depression cluster score), or with an overall score. Significant associations with decreased functional capacity were found most commonly with depression (N=7, median r=0.48) and apathy (N=5, median r=0.47). Other neuropsychiatric symptoms, clusters, and overall scores were all associated with functional capacity in three or fewer studies. CONCLUSIONS: There is some evidence that depression and apathy are associated with decreased functional capacity in Huntington's disease. Other neuropsychiatric symptoms have been infrequently examined. Further knowledge of the relationships between neuropsychiatric symptoms and functional capacity will identify areas for intervention and improvement of outcomes in patients with Huntington's disease.


Asunto(s)
Síntomas Conductuales/fisiopatología , Enfermedad de Huntington/fisiopatología , Índice de Severidad de la Enfermedad , Síntomas Conductuales/etiología , Humanos , Enfermedad de Huntington/complicaciones
20.
J Neuropsychiatry Clin Neurosci ; 32(3): 244-251, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32102601

RESUMEN

OBJECTIVE: Persons with Huntington's disease (HD) often have communication difficulties and cognitive impairments, making mental health assessment difficult. Informants close to the patient are often included in assessments. The authors investigated effects of informant presence during assessment of persons with HD. METHODS: Data for four subsamples from ENROLL-HD were examined: manifest for HD (N=4,109), premanifest (N=1,790), genotype negative (N=1,041), and family members with no genetic risk (N=974). Assessment interviews with and without an informant present were identified, and the subsamples were compared on three subscales of the short-form Problem Behaviors Assessment: affect, apathy, and irritability. Differences in scores between participant-only and informant-present interviews were examined via multiple regression, controlling for demographic, disease-related, and individual confounds. RESULTS: Significant differences in apathy and irritability scores were found between participant-only and informant-present conditions for the premanifest, manifest, and genotype-negative subsamples. Affect subscale scores were not influenced by informant presence. When the analysis controlled for confounds, informant presence significantly increased irritability scores in the manifest, and genotype-negative groups and significantly increased apathy scores in the manifest group. CONCLUSIONS: Apathy may have been systemically underreported in participant-only interviews, which supports previous findings that persons with HD underreport mental health symptoms. When an informant was present, irritability scores were higher for both HD and non-HD individuals, suggesting that underreporting via self-report may be attributable to non-HD factors. Informant contributions to apathy assessments may be particularly important for persons with HD. Clinicians should note potential underreporting regarding irritability and affect, which was not remediated by informant presence.


Asunto(s)
Apatía/fisiología , Síntomas Conductuales/diagnóstico , Síntomas Conductuales/fisiopatología , Familia , Enfermedad de Huntington/fisiopatología , Entrevista Psicológica , Genio Irritable/fisiología , Adulto , Anciano , Síntomas Conductuales/etiología , Femenino , Humanos , Enfermedad de Huntington/complicaciones , Masculino , Persona de Mediana Edad , Escalas de Valoración Psiquiátrica
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