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1.
Nat Commun ; 14(1): 5694, 2023 09 14.
Artículo en Inglés | MEDLINE | ID: mdl-37709747

RESUMEN

Episodic memory, the ability to consciously recollect information and its context, varies substantially among individuals. While prior fMRI studies have identified certain brain regions linked to successful memory encoding at a group level, their role in explaining individual memory differences remains largely unexplored. Here, we analyze fMRI data of 1,498 adults participating in a picture encoding task in a single MRI scanner. We find that individual differences in responsivity of the hippocampus, orbitofrontal cortex, and posterior cingulate cortex account for individual variability in episodic memory performance. While these regions also emerge in our group-level analysis, other regions, predominantly within the lateral occipital cortex, are related to successful memory encoding but not to individual memory variation. Furthermore, our network-based approach reveals a link between the responsivity of nine functional connectivity networks and individual memory variability. Our work provides insights into the neurofunctional correlates of individual differences in visual episodic memory performance.


Asunto(s)
Memoria Episódica , Adulto , Humanos , Individualidad , Cognición , Recuerdo Mental
2.
Hum Brain Mapp ; 44(17): 5612-5623, 2023 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-37647201

RESUMEN

Previous studies have shown that females typically outperform males on episodic memory tasks. In this study, we investigated if (1) there are differences between males and females in their connectome characteristics, (2) if these connectivity patterns are associated with memory performance, and (3) if these brain connectome characteristics contribute to the differences in episodic memory performance between sexes. In a sample of 655 healthy young subjects (n = 391 females; n = 264 males), we derived brain network characteristics from diffusion-weighted imaging (DWI) data using models of crossing fibers within each voxel of the brain and probabilistic tractography (graph strength, shortest path length, global efficiency, and weighted transitivity). Group differences were analysed with linear models and mediation analyses were used to explore how connectivity patterns might relate to sex-dependent differences in memory performance. Our results show significant sex-dependent differences in weighted transitivity (d = 0.42), with males showing higher values. Further, we observed a negative association between weighted transitivity and memory performance (r = -0.12). Finally, these distinct connectome characteristics partially mediated the observed differences in memory performance (effect size of the indirect effect r = 0.02). Our findings indicate a higher interconnectedness in females compared to males. Additionally, we demonstrate that the sex-dependent differences in episodic memory performance can be partially explained by the differences in this connectome measure. These results further underscore the importance of sex-dependent differences in brain connectivity and their impact on cognitive function.


Asunto(s)
Conectoma , Memoria Episódica , Masculino , Femenino , Humanos , Encéfalo/diagnóstico por imagen , Recuerdo Mental , Cognición , Imagen de Difusión por Resonancia Magnética , Conectoma/métodos , Imagen por Resonancia Magnética/métodos
3.
Trials ; 24(1): 284, 2023 Apr 20.
Artículo en Inglés | MEDLINE | ID: mdl-37081574

RESUMEN

BACKGROUND: Cigarette smoking is the leading preventable cause of premature death. Despite dedicated programmes, quit rates remain low due to barriers such as nicotine withdrawal syndrome or post-cessation weight gain. Glucagon-like peptide-1 (GLP-1) analogues reduce energy intake and body weight and seem to modulate addictive behaviour. These GLP-1 properties are of major interest in the context of smoking cessation. The aim of this study is to evaluate the GLP-1 analogue dulaglutide as a new therapy for smoking cessation. METHODS: This is a placebo-controlled, double-blind, parallel group, superiority, single-centre randomized study including 255 patients. The intervention consists of a 12-week dulaglutide treatment phase with 1.5 mg once weekly or placebo subcutaneously, in addition to standard of care (behavioural counselling and pharmacotherapy with varenicline). A 40-week non-treatment phase follows. The primary outcome is the point prevalence abstinence rate at week 12. Smoking status is self-reported and biochemically confirmed by end-expiratory exhaled carbon monoxide measurement. Further endpoints include post-cessational weight gain, nicotine craving analysis, glucose homeostasis and long-term nicotine abstinence. Two separate substudies assess behavioural, functional and structural changes by functional magnetic resonance imaging and measures of energy metabolism (i.e. resting energy expenditure, body composition). DISCUSSION: Combining behavioural counselling and medical therapy, e.g. with varenicline, improves abstinence rates and is considered the standard of care. We expect a further increase in quit rates by adding a second component of medical therapy and assume a dual effect of dulaglutide treatment (blunting nicotine withdrawal symptoms and reducing post-cessational weight gain). This project is of high relevance as it explores novel treatment options aimed at preventing the disastrous consequences of nicotine consumption and obesity. TRIAL REGISTRATION: ClinicalTrials.gov NCT03204396 . Registered on June 26, 2017.


Asunto(s)
Cese del Hábito de Fumar , Síndrome de Abstinencia a Sustancias , Humanos , Vareniclina/uso terapéutico , Nicotina , Cese del Hábito de Fumar/métodos , Péptido 1 Similar al Glucagón , Síndrome de Abstinencia a Sustancias/tratamiento farmacológico , Método Doble Ciego , Aumento de Peso , Ensayos Clínicos Controlados Aleatorios como Asunto
4.
Int J Prev Med ; 13: 129, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36452472

RESUMEN

Background: To assess the psychological consequences of changes during the coronavirus 2019 (COVID-19) pandemic in the Iranian population. Methods: We performed an anonymous online survey in the first 3 weeks of March 2020. Individuals older than 14 who could read Persian, and lived in Iran, were eligible for the study. The participants had to rate their stress levels and depressive symptoms (using a nine-item Patient Health Questionnaire PHQ-9) during the last 2 weeks and before the pandemic retrospectively. The changes in the psychological measurements and their association with the sociodemographic factors and burdens due to confinement were assessed. Results: Overall, among the 3,210 subjects who participated in our study, both the stress levels and average depression scores increased. However, about 23% of the subjects reported a decrease in their stress levels. The burden of childcare, restrictions in private life, and thoughts about the future were positively correlated with the changes in the stress levels and depression scores (|r| > 0.15). However, feeling relieved in the pandemic condition, and enjoying more family time were associated with less change in the stress and depression scores. Being religious (odds ratio [OR] [CI]: 1.5 [1.3-1-8]) and older age (OR [CI]: 2.9 [1.8-4.6] for >55 years old) were identified as the resilience factors, whereas being a student (OR [CI]: 2.1 [1.6;2.7]), seeking a job (OR [CI]: 2.6 [1.8;3.9]), and history of a psychiatric disorder (OR [CI]: 3.2 [2.6;4]) were identified as the risk factors for depression. Conclusions: The stress levels and depressive symptoms have increased during the COVID-19 pandemic and this increase is related to different social and personal burdens due to the confinement conditions.

5.
Proc Natl Acad Sci U S A ; 119(41): e2204900119, 2022 10 11.
Artículo en Inglés | MEDLINE | ID: mdl-36191198

RESUMEN

Emotional information is better remembered than neutral information. Extensive evidence indicates that the amygdala and its interactions with other cerebral regions play an important role in the memory-enhancing effect of emotional arousal. While the cerebellum has been found to be involved in fear conditioning, its role in emotional enhancement of episodic memory is less clear. To address this issue, we used a whole-brain functional MRI approach in 1,418 healthy participants. First, we identified clusters significantly activated during enhanced memory encoding of negative and positive emotional pictures. In addition to the well-known emotional memory-related cerebral regions, we identified a cluster in the cerebellum. We then used dynamic causal modeling and identified several cerebellar connections with increased connection strength corresponding to enhanced emotional memory, including one to a cluster covering the amygdala and hippocampus, and bidirectional connections with a cluster covering the anterior cingulate cortex. The present findings indicate that the cerebellum is an integral part of a network involved in emotional enhancement of episodic memory.


Asunto(s)
Nivel de Alerta , Emociones , Amígdala del Cerebelo , Mapeo Encefálico , Cerebelo , Humanos , Imagen por Resonancia Magnética , Recuerdo Mental
6.
J Clin Invest ; 131(20)2021 10 15.
Artículo en Inglés | MEDLINE | ID: mdl-34473645

RESUMEN

BackgroundPrimary polydipsia, characterized by excessive fluid intake, carries the risk of water intoxication and hyponatremia, but treatment options are scarce. Glucagon-like peptide 1 (GLP-1) reduces appetite and food intake. In experimental models, GLP-1 has also been shown to play a role in thirst and drinking behavior. The aim of this trial was to investigate whether GLP-1 receptor agonists reduce fluid intake in patients with primary polydipsia.MethodsIn this randomized, double-blind, placebo-controlled, 3-week crossover trial, 34 patients with primary polydipsia received weekly dulaglutide (1.5 mg, Trulicity) in one treatment segment and placebo (0.9% sodium chloride) in the other. During the last treatment week, patients attended an 8-hour evaluation visit with free access to water. The primary endpoint was total fluid intake during the evaluation visits. Treatment effects were estimated using linear mixed-effects models. In a subset of 15 patients and an additional 15 matched controls, thirst perception and neuronal activity in response to beverage pictures were assessed by functional MRI.RESULTsPatients on dulaglutide reduced their fluid intake by 490 mL (95% CI: -780, -199; P = 0.002), from 2950 mL (95% CI: 2435, 3465) on placebo to 2460 mL (95% CI: 1946, 2475) on dulaglutide (model estimates), corresponding to a relative reduction of 17%. Twenty-four-hour urinary output was reduced by -943 mL (95% CI: -1473, -413; P = 0.001). Thirst perception in response to beverage pictures was higher for patients with primary polydipsia than for controls, and lower for patients on dulaglutide versus placebo, but functional activity was similar among groups and treatments.CONCLUSIONSGLP-1 receptor agonists reduce fluid intake and thirst perception in patients with primary polydipsia and could therefore be a treatment option for these patients.Trial registrationClinicaltrials.gov NCT02770885.FundingSwiss National Science Foundation (grant 32473B_162608); University Hospital and University of Basel; Young Talents in Clinical Research grant from the Swiss Academy of Medical Sciences and the Gottfried & Julia Bangerter-Rhyner Foundation; Top-up Grant from the PhD Programme in Health Sciences, University of Basel.


Asunto(s)
Receptor del Péptido 1 Similar al Glucagón/agonistas , Péptidos Similares al Glucagón/análogos & derivados , Fragmentos Fc de Inmunoglobulinas/uso terapéutico , Polidipsia Psicogénica/tratamiento farmacológico , Proteínas Recombinantes de Fusión/uso terapéutico , Adulto , Método Doble Ciego , Ingestión de Líquidos/efectos de los fármacos , Femenino , Péptidos Similares al Glucagón/efectos adversos , Péptidos Similares al Glucagón/uso terapéutico , Humanos , Fragmentos Fc de Inmunoglobulinas/efectos adversos , Imagen por Resonancia Magnética , Masculino , Polidipsia Psicogénica/diagnóstico por imagen , Polidipsia Psicogénica/psicología , Calidad de Vida , Proteínas Recombinantes de Fusión/efectos adversos , Sed/fisiología
7.
Behav Brain Res ; 408: 113285, 2021 06 25.
Artículo en Inglés | MEDLINE | ID: mdl-33819531

RESUMEN

BACKGROUND: Recognition memory is an essential ability for functioning in everyday life. Establishing robust brain networks linked to recognition memory performance can help to understand the neural basis of recognition memory itself and the interindividual differences in recognition memory performance. METHODS: We analysed behavioural and whole-brain fMRI data from 1'410 healthy young adults during the testing phase of a picture-recognition task. Using independent component analysis (ICA), we decomposed the fMRI contrast for previously seen vs. new (old-new) pictures into networks of brain activity. This was done in two independent samples (training sample: N = 645, replication sample: N = 665). Next, we investigated the relationship between the identified brain networks and interindividual differences in recognition memory performance by conducting a prediction analysis. We estimated the prediction accuracy in a third independent sample (test sample: N = 100). RESULTS: We identified 12 robust and replicable brain networks using two independent samples. Based on the activity of those networks we could successfully estimate interindividual differences in recognition memory performance with high accuracy in a third independent sample (r = 0.5, p = 1.29 × 10-07). CONCLUSION: Given the robustness of the ICA decomposition as well as the high prediction estimate, the identified brain networks may be considered as potential biomarkers of recognition memory performance in healthy young adults and can be further investigated in the context of health and disease.


Asunto(s)
Mapeo Encefálico , Encéfalo/fisiología , Red Nerviosa/fisiología , Reconocimiento Visual de Modelos/fisiología , Reconocimiento en Psicología/fisiología , Adulto , Encéfalo/diagnóstico por imagen , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Red Nerviosa/diagnóstico por imagen , Adulto Joven
8.
Mol Psychiatry ; 26(8): 3876-3883, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-32047264

RESUMEN

Sensitivity to external demands is essential for adaptation to dynamic environments, but comes at the cost of increased risk of adverse outcomes when facing poor environmental conditions. Here, we apply a novel methodology to perform genome-wide association analysis of mean and variance in ten key brain features (accumbens, amygdala, caudate, hippocampus, pallidum, putamen, thalamus, intracranial volume, cortical surface area, and cortical thickness), integrating genetic and neuroanatomical data from a large lifespan sample (n = 25,575 individuals; 8-89 years, mean age 51.9 years). We identify genetic loci associated with phenotypic variability in thalamus volume and cortical thickness. The variance-controlling loci involved genes with a documented role in brain and mental health and were not associated with the mean anatomical volumes. This proof-of-principle of the hypothesis of a genetic regulation of brain volume variability contributes to establishing the genetic basis of phenotypic variance (i.e., heritability), allows identifying different degrees of brain robustness across individuals, and opens new research avenues in the search for mechanisms controlling brain and mental health.


Asunto(s)
Estudio de Asociación del Genoma Completo , Imagen por Resonancia Magnética , Encéfalo/diagnóstico por imagen , Humanos , Persona de Mediana Edad , Putamen , Tálamo
9.
Proc Natl Acad Sci U S A ; 117(35): 21667-21672, 2020 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-32817534

RESUMEN

Extensive pharmacologic, genetic, and epigenetic research has linked the glucocorticoid receptor (GR) to memory processes, and to risk and symptoms of posttraumatic stress disorder (PTSD). In the present study we investigated the epigenetic pattern of 12 genes involved in the regulation of GR signaling in two African populations of heavily traumatized individuals: Survivors of the rebel war in northern Uganda (n = 463) and survivors of the Rwandan genocide (n = 350). The strongest link between regional methylation and PTSD risk and symptoms was observed for NTRK2, which encodes the transmembrane receptor tropomyosin-related kinase B, binds the brain-derived neurotrophic factor, and has been shown to play an important role in memory formation. NTRK2 methylation was not related to trauma load, suggesting that methylation differences preexisted the trauma. Because NTRK2 methylation differences were predominantly associated with memory-related PTSD symptoms, and because they seem to precede traumatic events, we next investigated the relationship between NTRK2 methylation and memory in a sample of nontraumatized individuals (n = 568). We found that NTRK2 methylation was negatively associated with recognition memory performance. Furthermore, fMRI analyses revealed NTRK2 methylation-dependent differences in brain network activity related to recognition memory. The present study demonstrates that NTRK2 is epigenetically linked to memory functions in nontraumatized subjects and to PTSD risk and symptoms in traumatized populations.


Asunto(s)
Glicoproteínas de Membrana/genética , Receptor trkB/genética , Trastornos por Estrés Postraumático/genética , Adulto , Anciano , Encéfalo/metabolismo , Metilación de ADN/genética , Epigénesis Genética/genética , Femenino , Glucocorticoides/metabolismo , Humanos , Masculino , Glicoproteínas de Membrana/metabolismo , Memoria/fisiología , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple/genética , Receptor trkB/metabolismo , Receptores de Glucocorticoides/metabolismo , Factores de Riesgo , Rwanda/epidemiología , Trastornos por Estrés Postraumático/metabolismo , Sobrevivientes , Uganda/epidemiología
10.
Nat Commun ; 11(1): 4016, 2020 08 11.
Artículo en Inglés | MEDLINE | ID: mdl-32782260

RESUMEN

Brainstem regions support vital bodily functions, yet their genetic architectures and involvement in common brain disorders remain understudied. Here, using imaging-genetics data from a discovery sample of 27,034 individuals, we identify 45 brainstem-associated genetic loci, including the first linked to midbrain, pons, and medulla oblongata volumes, and map them to 305 genes. In a replication sample of 7432 participants most of the loci show the same effect direction and are significant at a nominal threshold. We detect genetic overlap between brainstem volumes and eight psychiatric and neurological disorders. In additional clinical data from 5062 individuals with common brain disorders and 11,257 healthy controls, we observe differential volume alterations in schizophrenia, bipolar disorder, multiple sclerosis, mild cognitive impairment, dementia, and Parkinson's disease, supporting the relevance of brainstem regions and their genetic architectures in common brain disorders.


Asunto(s)
Encefalopatías/genética , Encefalopatías/patología , Tronco Encefálico/anatomía & histología , Encefalopatías/diagnóstico por imagen , Encefalopatías/metabolismo , Tronco Encefálico/diagnóstico por imagen , Tronco Encefálico/metabolismo , Tronco Encefálico/patología , Genes Sobrepuestos , Sitios Genéticos , Estudio de Asociación del Genoma Completo , Humanos , Imagen por Resonancia Magnética , Herencia Multifactorial , Tamaño de los Órganos/genética
11.
J Cogn Neurosci ; 32(6): 1117-1129, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-32013687

RESUMEN

The amygdala is critically involved in emotional processing, including fear responses, and shows hyperactivity in anxiety disorders. Previous research in healthy participants has indicated that amygdala activity is down-regulated by cognitively demanding tasks that engage the PFC. It is unknown, however, if such an acute down-regulation of amygdala activity might correlate with reduced fear in anxious participants. In an fMRI study of 43 participants (11 men) with fear of snakes, we found reduced amygdala activity when visual stimuli were processed under high cognitive load, irrespective of whether the stimuli were of neutral or phobic content. Furthermore, dynamic causal modeling revealed that this general reduction in amygdala activity was partially mediated by a load-dependent increase in dorsolateral PFC activity. Importantly, high cognitive load also resulted in an acute decrease in perceived phobic fear while viewing the fearful stimuli. In conclusion, our data indicate that a cognitively demanding task results in a top-down regulation of amygdala activity and an acute reduction of fear in phobic participants. These findings may inspire the development of novel psychological intervention approaches aimed at reducing fear in anxiety disorders.


Asunto(s)
Amígdala del Cerebelo/fisiopatología , Memoria a Corto Plazo/fisiología , Reconocimiento Visual de Modelos/fisiología , Trastornos Fóbicos/fisiopatología , Corteza Prefrontal/fisiopatología , Desempeño Psicomotor/fisiología , Adulto , Amígdala del Cerebelo/diagnóstico por imagen , Femenino , Neuroimagen Funcional , Humanos , Imagen por Resonancia Magnética , Masculino , Trastornos Fóbicos/diagnóstico por imagen , Trastornos Fóbicos/terapia , Corteza Prefrontal/diagnóstico por imagen , Adulto Joven
12.
Cereb Cortex Commun ; 1(1): tgaa032, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-34296105

RESUMEN

Only a small proportion of what we see can later be recalled. Up to date it is unknown how far differences in visual exploration during encoding affect the strength of episodic memories. Here, we identified individual gaze characteristics by analyzing eye tracking data in a picture encoding task performed by 967 healthy subjects during fMRI. We found a positive correlation between fixation frequency during visual exploration and subsequent free recall performance. Brain imaging results showed a positive correlation of fixation frequency with activations in regions related to vision and memory, including the medial temporal lobe. To investigate if higher fixation frequency is causally linked to better memory, we experimentally manipulated visual exploration patterns in an independent population of 64 subjects. Doubling the number of fixations within a given exploration time increased subsequent free recall performance by 19%. Our findings provide evidence for a causal relationship between fixation frequency and episodic memory for visual information.

13.
Neuroimage ; 189: 459-467, 2019 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-30641241

RESUMEN

Encoding and retrieval of emotionally arousing stimuli depend on the activation of multiple interconnected brain regions, with people showing differences in their individual strength of emotional perception and recollection. Understanding the association between these brain regions and the behavioral outcome might therefore have important clinical implications as dysfunctional emotional memory processes are characteristic of many psychiatric disorders. Based on behavioral and fMRI data collected from healthy young adults (N = 1'385), we investigated brain activation patterns, arousal ratings and memory performance during encoding and retrieval of negative and neutral pictures. We performed multi-voxel pattern analysis (MVPA) and voxel-wise association analyses. Subjects' individual strength of perceived arousal at encoding and subjects' memory performance at recognition could be predicted from the fMRI data of the respective tasks by using a topographically identical network of brain regions. This network was mainly left lateralized including dense clusters of voxels in the occipital and parietal lobe and including the amygdala. Voxel-wise association analyses confirmed the close link between the brain activation of both tasks and their relation to the respective behavioral outcome. These results point to the importance of the here identified brain network for emotional memory processes in health and, possibly, disease.


Asunto(s)
Amígdala del Cerebelo/fisiología , Mapeo Encefálico/métodos , Emociones/fisiología , Red Nerviosa/fisiología , Lóbulo Occipital/fisiología , Lóbulo Parietal/fisiología , Reconocimiento Visual de Modelos/fisiología , Reconocimiento en Psicología/fisiología , Adolescente , Adulto , Amígdala del Cerebelo/diagnóstico por imagen , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Red Nerviosa/diagnóstico por imagen , Lóbulo Occipital/diagnóstico por imagen , Lóbulo Parietal/diagnóstico por imagen , Adulto Joven
14.
eNeuro ; 5(1)2018.
Artículo en Inglés | MEDLINE | ID: mdl-29464194

RESUMEN

Working memory (WM) is an important cognitive domain for everyday life functioning and is often disturbed in neuropsychiatric disorders. Functional magnetic resonance imaging (fMRI) studies in humans show that distributed brain areas typically described as fronto-parietal regions are implicated in WM tasks. Based on data from a large sample of healthy young adults (N = 1369), we applied independent component analysis (ICA) to the WM-fMRI signal and identified two distinct networks that were relevant for differences in individual WM task performance. A parietally-centered network was particularly relevant for individual differences in task measures related to WM performance ("WM dependent") and a frontally-centered network was relevant for differences in attention-dependent task performance. Importantly, frontal areas that are typically considered as key regions for WM were either involved in both WM-dependent and attention-dependent performance, or in attention-dependent performance only. The networks identified here are provided as publicly available datasets. These networks can be applied in future studies to derive a low-dimensional representation of the overall WM brain activation.


Asunto(s)
Encéfalo/fisiología , Memoria a Corto Plazo , Adolescente , Adulto , Mapeo Encefálico/métodos , Interpretación Estadística de Datos , Femenino , Lóbulo Frontal/fisiología , Humanos , Imagen por Resonancia Magnética , Masculino , Vías Nerviosas/fisiología , Lóbulo Parietal/fisiología , Adulto Joven
15.
Neuroimage ; 167: 354-365, 2018 02 15.
Artículo en Inglés | MEDLINE | ID: mdl-29175611

RESUMEN

While much is known about immediate brain activity changes induced by the confrontation with emotional stimuli, the subsequent temporal unfolding of emotions has yet to be explored. To investigate whether exposure to emotionally aversive pictures affects subsequent resting-state networks differently from exposure to neutral pictures, a resting-state fMRI study implementing a two-group repeated-measures design in healthy young adults (N = 34) was conducted. We focused on investigating (i) patterns of amygdala whole-brain and hippocampus connectivity in both a seed-to-voxel and seed-to-seed approach, (ii) whole-brain resting-state networks with an independent component analysis coupled with dual regression, and (iii) the amygdala's fractional amplitude of low frequency fluctuations, all while EEG recording potential fluctuations in vigilance. In spite of the successful emotion induction, as demonstrated by stimuli rating and a memory-facilitating effect of negative emotionality, none of the resting-state measures was differentially affected by picture valence. In conclusion, resting-state networks connectivity as well as the amygdala's low frequency oscillations appear to be unaffected by preceding exposure to widely used emotionally aversive visual stimuli in healthy young adults.


Asunto(s)
Amígdala del Cerebelo/fisiología , Nivel de Alerta/fisiología , Conectoma/métodos , Electroencefalografía/métodos , Emociones/fisiología , Red Nerviosa/fisiología , Reconocimiento Visual de Modelos/fisiología , Adolescente , Adulto , Amígdala del Cerebelo/diagnóstico por imagen , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Red Nerviosa/diagnóstico por imagen , Adulto Joven
16.
Sci Rep ; 7(1): 13669, 2017 10 20.
Artículo en Inglés | MEDLINE | ID: mdl-29057891

RESUMEN

Studies assessing the existence and magnitude of epistatic effects on complex human traits provide inconclusive results. The study of such effects is complicated by considerable increase in computational burden, model complexity, and model uncertainty, which in concert decrease model stability. An additional source introducing significant uncertainty with regard to the detection of robust epistasis is the biological distance between the genetic variation and the trait under study. Here we studied CpG methylation, a genetically complex molecular trait that is particularly close to genomic variation, and performed an exhaustive search for two-locus epistatic effects on the CpG-methylation signal in two cohorts of healthy young subjects. We detected robust epistatic effects for a small number of CpGs (N = 404). Our results indicate that epistatic effects explain only a minor part of variation in DNA-CpG methylation. Interestingly, these CpGs were more likely to be associated with gene-expression of nearby genes, as also shown by their overrepresentation in DNase I hypersensitivity sites and underrepresentation in CpG islands. Finally, gene ontology analysis showed a significant enrichment of these CpGs in pathways related to HPV-infection and cancer.


Asunto(s)
Metilación de ADN , Epigénesis Genética , Adolescente , Adulto , Estudios de Cohortes , Islas de CpG , Femenino , Estudios de Asociación Genética , Humanos , Masculino , Polimorfismo de Nucleótido Simple , Adulto Joven
17.
Brain Behav ; 7(7): e00721, 2017 07.
Artículo en Inglés | MEDLINE | ID: mdl-28729929

RESUMEN

INTRODUCTION: Memory functions are highly variable between healthy humans. The neural correlates of this variability remain largely unknown. METHODS: Here, we investigated how differences in free recall performance are associated with DTI-based properties of the brain's structural connectome and with grey matter volumes in 664 healthy young individuals tested in the same MR scanner. RESULTS: Global structural connectivity, but not overall or regional grey matter volumes, positively correlated with recall performance. Moreover, a set of 22 inter-regional connections, including some with no previously reported relation to human memory, such as the connection between the temporal pole and the nucleus accumbens, explained 7.8% of phenotypic variance. CONCLUSIONS: In conclusion, this large-scale study indicates that individual memory performance is associated with the level of structural brain connectivity.


Asunto(s)
Encéfalo/diagnóstico por imagen , Conectoma , Sustancia Gris/diagnóstico por imagen , Recuerdo Mental/fisiología , Adulto , Imagen de Difusión Tensora , Femenino , Humanos , Masculino , Adulto Joven
18.
Nat Commun ; 8: 15193, 2017 04 26.
Artículo en Inglés | MEDLINE | ID: mdl-28443631

RESUMEN

Increasing age is tightly linked to decreased thickness of the human neocortex. The biological mechanisms that mediate this effect are hitherto unknown. The DNA methylome, as part of the epigenome, contributes significantly to age-related phenotypic changes. Here, we identify an epigenetic signature that is associated with cortical thickness (P=3.86 × 10-8) and memory performance in 533 healthy young adults. The epigenetic effect on cortical thickness was replicated in a sample comprising 596 participants with major depressive disorder and healthy controls. The epigenetic signature mediates partially the effect of age on cortical thickness (P<0.001). A multilocus genetic score reflecting genetic variability of this signature is associated with memory performance (P=0.0003) in 3,346 young and elderly healthy adults. The genomic location of the contributing methylation sites points to the involvement of specific immune system genes. The decomposition of blood methylome-wide patterns bears considerable potential for the study of brain-related traits.


Asunto(s)
Envejecimiento/genética , Metilación de ADN/genética , Epigénesis Genética/genética , Sistema Inmunológico/inmunología , Memoria/fisiología , Neocórtex/fisiología , Adulto , Anciano , Anciano de 80 o más Años , Islas de CpG/genética , Trastorno Depresivo Mayor/genética , Femenino , Variación Genética/genética , Humanos , Sistema Inmunológico/citología , Masculino , Persona de Mediana Edad , Suiza , Adulto Joven
19.
J Psychiatr Res ; 91: 116-123, 2017 08.
Artículo en Inglés | MEDLINE | ID: mdl-28334615

RESUMEN

Depressive symptoms exist on a continuum, the far end of which is found in depressive disorders. Utilizing the continuous spectrum of depressive symptoms may therefore contribute to the understanding of the biological underpinnings of depression. Gene set enrichment analysis (GSEA) is an important tool for the identification of gene groups linked to complex traits, and was applied in the present study on genome-wide association study (GWAS) data of depression scores and their brain-level structural correlates in healthy young individuals. On symptom level (i.e. depression scores), robust enrichment was identified for two gene sets: NCAM1 Interactions and Collagen Formation. Depression scores were also associated with decreased fractional anisotropy (FA) - a brain white matter property - within the forceps minor and the left superior temporal longitudinal fasciculus. Within each of these tracts, mean FA value of depression score-associated voxels was used as a phenotype in a subsequent GSEA. The NCAM1 Interactions gene set was significantly enriched in these tracts. By linking the NCAM1 Interactions gene set to depression scores and their structural brain correlates in healthy participants, the current study contributes to the understanding of the molecular underpinnings of depressive symptomatology.


Asunto(s)
Encéfalo/patología , Antígeno CD56/genética , Colágeno/genética , Depresión/genética , Depresión/patología , Polimorfismo de Nucleótido Simple/genética , Adolescente , Adulto , Anisotropía , Encéfalo/diagnóstico por imagen , Mapeo Encefálico , Colágeno/metabolismo , Imagen de Difusión Tensora , Femenino , Estudios de Asociación Genética , Humanos , Masculino , Escalas de Valoración Psiquiátrica , Sustancia Blanca/diagnóstico por imagen , Sustancia Blanca/patología , Adulto Joven
20.
JAMA Psychiatry ; 72(10): 1029-36, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26332608

RESUMEN

IMPORTANCE: Human episodic memory performance is linked to the function of specific brain regions, including the hippocampus; declines as a result of increasing age; and is markedly disturbed in Alzheimer disease (AD), an age-associated neurodegenerative disorder that primarily affects the hippocampus. Exploring the molecular underpinnings of human episodic memory is key to the understanding of hippocampus-dependent cognitive physiology and pathophysiology. OBJECTIVE: To determine whether biologically defined groups of genes are enriched in episodic memory performance across age, memory encoding-related brain activity, and AD. DESIGN, SETTING, AND PARTICIPANTS: In this multicenter collaborative study, which began in August 2008 and is ongoing, gene set enrichment analysis was done by using primary and meta-analysis data from 57 968 participants. The Swiss cohorts consisted of 3043 healthy young adults assessed for episodic memory performance. In a subgroup (n = 1119) of one of these cohorts, functional magnetic resonance imaging was used to identify gene set-dependent differences in brain activity related to episodic memory. The German Study on Aging, Cognition, and Dementia in Primary Care Patients cohort consisted of 763 elderly participants without dementia who were assessed for episodic memory performance. The International Genomics of Alzheimer's Project case-control sample consisted of 54 162 participants (17 008 patients with sporadic AD and 37 154 control participants). Analyses were conducted between January 2014 and June 2015. Gene set enrichment analysis in all samples was done using genome-wide single-nucleotide polymorphism data. MAIN OUTCOMES AND MEASURES: Episodic memory performance in the Swiss cohort and German Study on Aging, Cognition, and Dementia in Primary Care Patients cohort was quantified by picture and verbal delayed free recall tasks. In the functional magnetic resonance imaging experiment, activation of the hippocampus during encoding of pictures served as the phenotype of interest. In the International Genomics of Alzheimer's Project sample, diagnosis of sporadic AD served as the phenotype of interest. RESULTS: In the discovery sample, we detected significant enrichment for genes constituting the calcium signaling pathway, especially those related to the elevation of cytosolic calcium (P = 2 × 10-4). This enrichment was replicated in 2 additional samples of healthy young individuals (P = .02 and .04, respectively) and a sample of healthy elderly participants (P = .004). Hippocampal activation (P = 4 × 10-4) and the risk for sporadic AD (P = .01) were also significantly enriched for genes related to the elevation of cytosolic calcium. CONCLUSIONS AND RELEVANCE: By detecting consistent significant enrichment in independent cohorts of young and elderly participants, this study identified that calcium signaling plays a central role in hippocampus-dependent human memory processes in cognitive health and disease, contributing to the understanding and potential treatment of hippocampus-dependent cognitive pathology.


Asunto(s)
Enfermedad de Alzheimer/genética , Señalización del Calcio/genética , Hipocampo/fisiopatología , Memoria Episódica , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Enfermedad de Alzheimer/fisiopatología , Estudios de Casos y Controles , Estudios de Cohortes , Femenino , Neuroimagen Funcional , Humanos , Imagen por Resonancia Magnética , Masculino , Memoria/fisiología , Persona de Mediana Edad , Estudios Prospectivos , Adulto Joven
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