26 results on '"Álvaro Javier Cruz-Gómez"'
Search Results
2. Beyond 'sex prediction': Estimating and interpreting multivariate sex differences and similarities in the brain
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Carla Sanchis-Segura, Naiara Aguirre, Álvaro Javier Cruz-Gómez, Sonia Félix, and Cristina Forn
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Sex differences ,Sex similarities ,MRI ,Machine learning ,Effect size ,Gray matter ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Previous studies have shown that machine-learning (ML) algorithms can “predict” sex based on brain anatomical/ functional features. The high classification accuracy achieved by ML algorithms is often interpreted as revealing large differences between the brains of males and females and as confirming the existence of “male/female brains”. However, classification and estimation are different concepts, and using classification metrics as surrogate estimates of between-group differences may result in major statistical and interpretative distortions. The present study avoids these distortions and provides a novel and detailed assessment of multivariate sex differences in gray matter volume (GMVOL) that does not rely on classification metrics. Moreover, appropriate regression methods were used to identify the brain areas that contribute the most to these multivariate differences, and clustering techniques and analyses of similarities (ANOSIM) were employed to empirically assess whether they assemble into two sex-typical profiles. Results revealed that multivariate sex differences in GMVOL: (1) are “large” if not adjusted for total intracranial volume (TIV) variation, but “small” when controlling for this variable; (2) differ in size between individuals and also depends on the ML algorithm used for their calculation (3) do not stem from two sex-typical profiles, and so describing them in terms of “male/female brains” is misleading.
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- 2022
- Full Text
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3. Repeated Working Memory Training Improves Task Performance and Neural Efficiency in Multiple Sclerosis Patients and Healthy Controls
- Author
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Naiara Aguirre, Álvaro Javier Cruz-Gómez, Anna Miró-Padilla, Elisenda Bueichekú, Ricardo Broseta Torres, César Ávila, Carla Sanchis-Segura, and Cristina Forn
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Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Background/Objective. To explore the effectiveness of a specific working memory (WM) training program in MS patients and healthy controls (HC). Method. 29 MS patients and 29 matched HC were enrolled in the study. MS and HC were randomly split into two groups: nontraining groups (15HC/14 MS) and training groups (14 HC/15 MS). Training groups underwent adaptive n-back training (60 min/day; 4 days). Functional magnetic resonance imaging (fMRI) was used to monitor brain activity during n-back performance (conditions: 0-back, 2-back, and 3-back) at 3 time points: (1) baseline, (2) post-training (+7days), and (3) follow-up (+35days). Results. In post-training and follow-up fMRI sessions, trained groups (HC and MS patients) exhibited significant reaction time (RT) reductions and increases in Correct Responses (CRs) during 2-back and 3-back performance. This improvement of task performance was accompanied by a decrease in brain activation in the WM frontoparietal network. The two effects were significantly correlated. Conclusions. After WM training, both cognitively preserved MS patients and HC participants showed task performance improvement made possible by neuroplastic processes that enhanced neural efficiency.
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- 2019
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4. Reduced resting state connectivity and gray matter volume correlate with cognitive impairment in minimal hepatic encephalopathy.
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Raquel García-García, Álvaro Javier Cruz-Gómez, Alba Mangas-Losada, Amparo Urios, Cristina Forn, Desamparados Escudero-García, Elena Kosenko, Juan Fermín Ordoño, Joan Tosca, Remedios Giner-Durán, Miguel Angel Serra, César Avila, Vicente Belloch, Vicente Felipo, and Carmina Montoliu
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Medicine ,Science - Abstract
Minimal hepatic encephalopathy (MHE) is associated with cognitive alterations and changes in connectivity. We assessed the relationship of the abnormalities of resting-state functional connectivity (rs-FC) and gray matter (GM) volume with different cognitive alterations and biochemical parameters associated to MHE.Thirty-nine cirrhotic patients (26 without and 13 with MHE) and 24 controls were widely cognitive assessed with a battery of psychometric tests. Atrophy was determined using Voxel-Based Morphometry and rs-FC was assessed by independent component analysis. Receiver operating characteristic (ROC) curves was performed to assess the diagnostic utility of rs-FC and GM reduction for the discrimination of patients with and without MHE. Blood ammonia, cGMP, and levels of pro-inflammatory interleukins were measured.MHE patients showed significant decrease of GM volume and lesser degree of rs-FC in different networks related to attention and executive functions as compared to controls and patients without MHE. There is a progressive reduction in rs-FC in the default mode network with the progression of cognitive impairment. MHE patients showed GM reduction in the right frontal lobe, right insula and right cerebellum compared to patients without MHE. Alterations in GM volume and rs-FC correlated with the scores of different cognitive tests.Decreased cognitive performance is associated by reduced rs-FC and GM atrophy in MHE patients. These changes could have predictive value for detecting MHE.
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- 2017
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5. Neuropsychological and Neuropsychiatric Features of Chronic Migraine Patients during the Interictal Phase
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Elena Lozano-Soto, Álvaro Javier Cruz-Gómez, Raúl Rashid-López, Florencia Sanmartino, Raúl Espinosa-Rosso, Lucía Forero, and Javier J. González-Rosa
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General Medicine ,chronic migraine ,interictal phase ,neuropsychiatry ,neuropsychological impairment - Abstract
This study aimed to examine the presence of neuropsychological deficits and their relationships with clinical, pharmacological, and neuropsychiatric characteristics in chronic migraine (CM) patients assessed during a headache-free period. We enrolled 39 CM patients (mean age: 45.4 years; male/female ratio: 3/36) and 20 age-, sex-, and education-matched healthy controls (HCs, mean age: 45.5 years; male/female ratio: 2/18) in a case–control study. All CM patients underwent a full and extensive clinical, neuropsychiatric, and neuropsychological evaluation to evaluate cognitive domains, including sustained attention (SA), information processing speed (IPS), visuospatial episodic memory, working memory (WM), and verbal fluency (VF), as well as depressive and anxiety symptoms. CM patients exhibited higher scores than HCs for all clinical and neuropsychiatric measures, but no differences were found in personality characteristics. Although more than half of the CM patients (54%) showed mild-to-severe neuropsychological impairment (NI), with the most frequent impairments occurring in short- and long-term verbal episodic memory and inhibitory control (in approximately 90% of these patients), almost half of the patients (46%) showed no NI. Moreover, the severity of NI was positively associated with the number of pharmacological treatments received. Remarkably, disease-related symptom severity and headache-related disability explained global neuropsychological performance in CM patients. The presence of cognitive and neuropsychiatric dysfunction during the interictal phase occurred in more than half of CM patients, increasing migraine-related disability and possibly exerting a negative impact on health-related quality of life and treatment adherence.
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- 2023
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6. Beyond 'sex prediction': Estimating and interpreting multivariate sex differences and similarities in the brain
- Author
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Sonia Félix, Carla Sanchis-Segura, Naiara Aguirre, Cristina Forn, and Álvaro Javier Cruz-Gómez
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sex differences ,Cerebral Cortex ,Male ,Multivariate statistics ,Sex Characteristics ,Cognitive Neuroscience ,effect size ,Brain ,gray matter ,Magnetic Resonance Imaging ,TIV-adjustment ,Machine Learning ,Neurology ,robust statistics ,Machine learning ,Humans ,Female ,Gray Matter ,Psychology ,sex similarities ,Demography ,MRI - Abstract
Previous studies have shown that machine-learning (ML) algorithms can “predict” sex based on brain anatomical/ functional features. The high classification accuracy achieved by ML algorithms is often interpreted as revealing large differences between the brains of males and females and as confirming the existence of “male/female brains”. However, classification and estimation are quite different concepts, and using classification metrics as surrogate estimates of between-group differences results in major statistical and interpretative distortions. The present study illustrates these distortions and provides a novel and detailed assessment of multivariate sex differences in gray matter volume (GMVOL) that does not rely on classification metrics. Moreover, modeling and clustering techniques and analyses of similarities (ANOSIM) were used to identify the brain areas that contribute the most to these multivariate differences, and to empirically assess whether they assemble into two sex-typical profiles. Results revealed that multivariate sex differences in GMVOL: 1) are “large” if not adjusted for total intracranial volume (TIV) variation, but “small” when controlling for this variable; 2) differ in size between individuals and also depends on the ML algorithm used for their calculation 3) do not stem from two sex-typical profiles, and so describing them in terms of “male/female brains” is misleading.
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- 2022
7. Cognitive reserve, neurocognitive performance, and high-order resting-state networks in cognitively unimpaired aging
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Benxamín Varela-López, Álvaro Javier Cruz-Gómez, Cristina Lojo-Seoane, Fernando Díaz, A.X. Pereiro, Montserrat Zurrón, Mónica Lindín, Santiago Galdo-Álvarez, Universidade de Santiago de Compostela. Departamento de Psicoloxía Clínica e Psicobioloxía, and Universidade de Santiago de Compostela. Departamento de Psicoloxía Evolutiva e da Educación
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Brain Mapping ,Aging ,General Neuroscience ,Brain ,Cognitive reserve ,Middle Aged ,Neuropsychological Tests ,DAN ,Resting-state functional magnetic resonance ,Magnetic Resonance Imaging ,FPCN ,Healthy aging ,Cognitive Reserve ,Neural Pathways ,Humans ,Neurology (clinical) ,Atrophy ,Geriatrics and Gerontology ,Aged ,Developmental Biology - Abstract
Cognitive Reserve (CR) is considered a protective factor during the aging process. However, although CR is a multifactorial construct, it has been operationalized in a unitary way (years of formal education or IQ). In the present study, a validated measure to categorize CR holistically (Cognitive Reserve Index Questionnaire) was used to evaluate the resting-state functional connectivity in 77 cognitively unimpaired participants aged 50 years and over with high and low CR, and matched brain global atrophy levels. The connectivity of networks linked to attentional (Dorsal Attention Network -DAN-) and executive (Frontal-Parietal Control Network -FPCN-) processes were evaluated by the combination of Independent Component Analysis and seed-based approaches, since these networks have been proposed as candidates to underlie the protective effect of CR in the aging context. Participants with high CR showed an increase of the connectivity in the FPCN and a decrease in the DAN with respect to the low CR group, correlating with neuropsychological scores and supporting that high CR is related to a better neurocognitive preservation during aging This study was supported by grants from the Spanish Government, Ministerio de Ciencia e Innovación (PSI2017-89389-C2-R; PID2020-114521RB-C21/C22); the Galician Government (Xunta de Galicia), Axudas para a Consolidación e Estruturación de Unidades de Investigación Competitivas do Sistema Universitario de Galicia: GRC (GI-1807-USC); Ref: ED431-2017/27; ED431C-2021/04; all with ERDF/FEDER fund SI
- Published
- 2022
8. Enhanced frontoparietal connectivity in multiple sclerosis patients and healthy controls in response to an intensive computerized training focused on working memory
- Author
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Carla Sanchis-Segura, Anna Miró-Padilla, Cristina Forn, Elisenda Bueichekú, Ricardo Broseta-Torres, César Ávila, Sonia Félix Esbrí, Álvaro Javier Cruz-Gómez, and Naiara Aguirre
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medicine.medical_specialty ,Multiple Sclerosis ,Audiology ,multiple sclerosis ,working memory ,cognitive training ,03 medical and health sciences ,0302 clinical medicine ,Neuroplasticity ,N-back ,medicine ,Reaction Time ,Humans ,Learning ,030212 general & internal medicine ,Effects of sleep deprivation on cognitive performance ,Cognitive decline ,n-back ,Neuronal Plasticity ,Working memory ,business.industry ,Multiple sclerosis ,functional connectivity ,General Medicine ,medicine.disease ,Cognitive training ,Memory, Short-Term ,Neurology ,Neurology (clinical) ,Analysis of variance ,business ,030217 neurology & neurosurgery - Abstract
Background: Working memory (WM) deficits are common in multiple sclerosis (MS) patients. Computerized cognitive training may enhance WM capabilities but its efficacy in MS patients has not been sufficiently explored. Methods: This study examines the effects of n-back training on cognitive performance and functional connectivity (FC) in 29 MS patients and 29 healthy controls (HC). Baseline (S1) performance on 2- and 3-back tasks and FC within the fronto-parietal network were assessed before randomly splitting the sample into four subgroups: trained MS (MSt, n = 15), trained HC (HCt, n = 14), untrained MS (MSu, n = 14), and untrained HC (HCu, n = 15). The trained subgroups underwent adaptive n-back training (60 min/day; 4 days) and n-back task performance and FC were reassessed in a second session (S2). Results: As revealed by mixed two-way ANOVAs, trained participants (MSt and HCt) exhibited a significant increase in the number of correct responses and significantly reduced reaction times in S2. These performance improvements were accompanied by an increase in FC in the fronto-parietal pathways and statistically significant correlations between both effects were found. Conclusions: Computerised WM training results in behavioural and neuroplasticity positive effects that may be useful when trying to prevent or attenuate cognitive decline in MS patients.
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- 2021
9. Erratum to: Predicting Neuropsychological Impairment in Relapsing Remitting Multiple Sclerosis: The Role of Clinical Measures, Treatment, and Neuropsychiatry Symptoms
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Elena Lozano-Soto, Álvaro Javier Cruz-Gómez, Rafael Gutiérrez, Macarena González, Florencia Sanmartino, Raúl Rashid-Lopez, Raúl Espinosa-Rosso, Lucía Forero, and Javier J González-Rosa
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Psychiatry and Mental health ,Clinical Psychology ,Neuropsychology and Physiological Psychology ,General Medicine - Published
- 2021
10. Author Correction: Effects of different intracranial volume correction methods on univariate sex differences in grey matter volume and multivariate sex prediction
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Carla Sanchis-Segura, Naiara Aguirre, M.V. Ibáñez-Gual, Cristina Forn, and Álvaro Javier Cruz-Gómez
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Adult ,Cerebral Cortex ,Male ,Multivariate statistics ,Sex Characteristics ,Multidisciplinary ,Correction method ,business.industry ,lcsh:R ,Univariate ,lcsh:Medicine ,Grey matter ,medicine.anatomical_structure ,Intracranial volume ,Statistics ,Medicine ,Humans ,lcsh:Q ,Female ,Gray Matter ,business ,lcsh:Science ,Author Correction ,Volume (compression) - Abstract
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
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- 2020
11. Subcortical grey matter structures in multiple sclerosis
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Naiara Aguirre, Cristina Forn, Álvaro Javier Cruz-Gómez, César Ávila, and Carla Sanchis-Segura
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cognition ,Adult ,Male ,Pathology ,medicine.medical_specialty ,Multiple Sclerosis ,Thalamus ,Neuropsychological Tests ,Grey matter ,050105 experimental psychology ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Atrophy ,thalamus ,Basal ganglia ,Humans ,Medicine ,Cognitive Dysfunction ,0501 psychology and cognitive sciences ,Gray Matter ,functional connectivity (FC) ,medicine.diagnostic_test ,business.industry ,General Neuroscience ,Multiple sclerosis ,05 social sciences ,Brain ,Magnetic resonance imaging ,Cognition ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,multiple sclerosis (MS) ,medicine.anatomical_structure ,grey matter (GM) ,basal ganglia ,Female ,Orbitofrontal cortex ,business ,030217 neurology & neurosurgery - Abstract
The present study aimed to investigate altered grey matter (GM) and functional connectivity (FC) in deep subcortical areas, like the thalamus and basal ganglia, and their relationship with cognitive impairment in multiple sclerosis (MS). Thirty-six patients were neuropsychologically assessed, classified as cognitive preserved (CP) and cognitive impairment (CI), and were compared with 18 healthy controls (HC). GM atrophy and FC were observed in 10 predefined functional areas of the thalamus and in six of basal ganglia. GM atrophy was prominent in the basal ganglia in CI patients compared to CP MS patients. Increased FC was observed between the right caudate and the bilateral orbitofrontal cortex in CI vs. CP patients. The discriminant and correlation analyses revealed that the enhanced FC observed between the right caudate and the orbitofrontal cortex was closely associated with cognitive impairment in MS patients. In conclusion, reduced GM volume and enhanced fronto-basal ganglia connectivity are related to cognition in MS patients.
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- 2018
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12. Univariate and multivariate sex differences and similarities in gray matter volume within essential language-processing areas
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Carla Sanchis-Segura, Rand R. Wilcox, Alvaro Javier Cruz-Gómez, Sonia Félix-Esbrí, Alba Sebastián-Tirado, and Cristina Forn
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Sex differences ,Sex similarities ,Gray matter volume ,Language ,Multivariate ,Medicine ,Physiology ,QP1-981 - Abstract
Abstract Background Sex differences in language-related abilities have been reported. It is generally assumed that these differences stem from a different organization of language in the brains of females and males. However, research in this area has been relatively scarce, methodologically heterogeneous and has yielded conflicting results. Methods Univariate and multivariate sex differences and similarities in gray matter volume (GMVOL) within 18 essential language-processing brain areas were assessed in a sex-balanced sample (N = 588) of right-handed young adults. Univariate analyses involved location, spread, and shape comparisons of the females’ and males’ distributions and were conducted with several robust statistical methods able to quantify the size of sex differences and similarities in a complementary way. Multivariate sex differences and similarities were estimated by the same methods in the continuous scores provided by two distinct multivariate procedures (logistic regression and a multivariate analog of the Wilcoxon–Mann–Whitney test). Additional analyses were addressed to compare the outcomes of these two multivariate analytical strategies and described their structure (that is, the relative contribution of each brain area to the multivariate effects). Results When not adjusted for total intracranial volume (TIV) variation, “large” univariate sex differences (males > females) were found in all 18 brain areas considered. In contrast, “small” differences (females > males) in just two of these brain areas were found when controlling for TIV. The two multivariate methods tested provided very similar results. Multivariate sex differences surpassed univariate differences, yielding "large" differences indicative of larger volumes in males when calculated from raw GMVOL estimates. Conversely, when calculated from TIV-adjusted GMVOL, multivariate differences were "medium" and indicative of larger volumes in females. Despite their distinct size and direction, multivariate sex differences in raw and TIV-adjusted GMVOL shared a similar structure and allowed us to identify the components of the SENT_CORE network which more likely contribute to the observed effects. Conclusions Our results confirm and extend previous findings about univariate sex differences in language-processing areas, offering unprecedented evidence at the multivariate level. We also observed that the size and direction of these differences vary quite substantially depending on whether they are estimated from raw or TIV-adjusted GMVOL measurements.
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- 2023
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13. Effects of different intracranial volume correction methods on univariate sex differences in grey matter volume and multivariate sex prediction
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M.V. Ibáñez-Gual, Cristina Forn, Naiara Aguirre, Álvaro Javier Cruz-Gómez, and Carla Sanchis-Segura
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0301 basic medicine ,Multivariate statistics ,Multidisciplinary ,Correction method ,Extramural ,lcsh:R ,Univariate ,Brain ,lcsh:Medicine ,Grey matter ,Article ,Sexual dimorphism ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,medicine.anatomical_structure ,Intracranial volume ,Statistics ,medicine ,lcsh:Q ,lcsh:Science ,030217 neurology & neurosurgery ,Sex characteristics ,Mathematics - Abstract
Sex differences in 116 local gray matter volumes (GMVOL) were assessed in 444 males and 444 females without correcting for total intracranial volume (TIV) or after adjusting the data with the scaling, proportions, power-corrected proportions (PCP), and residuals methods. The results confirmed that only the residuals and PCP methods completely eliminate TIV-variation and result in sex-differences that are “small” (∣d∣ $$\approx $$ ≈ 93%) than scaling and proportions adjusted-data $$( \approx $$ ( ≈ 68%) or raw data ($$\approx $$ ≈ 45%). The replicated effects were meta-analyzed together and confirmed that, when TIV-variation is adequately controlled, volumetric sex differences become “small” (∣d∣ VOL features in predicting individuals’ sex with 12 different machine learning classifiers. Sex could be reliably predicted (> 80%) when using raw local GMVOL, but also when using scaling or proportions adjusted-data or TIV as a single predictor. Conversely, after properly controlling TIV variation with the PCP and residuals’ methods, prediction accuracy dropped to $$\approx $$ ≈ 60%. It is concluded that gross morphological differences account for most of the univariate and multivariate sex differences in GMVOL
- Published
- 2020
14. Hippocampal dysfunction is associated with memory impairment in multiple sclerosis: A volumetric and functional connectivity study
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César Ávila, Cristina Forn, Álvaro Javier Cruz-Gómez, Carla Sanchis-Segura, Antonio Belenguer, and Julio Alberto González Torre
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Adult ,Male ,0301 basic medicine ,Multiple Sclerosis ,hippocampus ,Memory, Episodic ,Hippocampus ,Hippocampal formation ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Connectome ,medicine ,Humans ,Memory impairment ,neoplasms ,resting state ,Episodic memory ,Cerebral Cortex ,Memory Disorders ,Resting state fMRI ,Multiple sclerosis ,Functional connectivity ,functional connectivity ,episodic memory ,gray matter ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,030104 developmental biology ,nervous system ,Neurology ,Disease Progression ,Female ,Neurology (clinical) ,Psychology ,Neuroscience ,030217 neurology & neurosurgery ,MRI - Abstract
Background: Previous studies have suggested a relationship between neuroanatomical and neurofunctional hippocampal alterations and episodic memory impairments in multiple sclerosis (MS) patients. Objective: We examined hippocampus volume and functional connectivity (FC) changes in MS patients with different episodic memory capabilities. Methods: Hippocampal subfield volume and FC changes were compared in two subgroups of MS patients with and without episodic memory impairment (multiple sclerosis impaired (MSi) and multiple sclerosis preserved (MSp), respectively) and healthy controls (HC). A discriminant function (DF) analysis was used to identify which of these neuroanatomical and neurofunctional parameters were the most relevant components of the mnemonic profiles of HC, MSp, and MSi. Results: MSi showed reduced volume in several hippocampal subfields compared to MSp and HC. Ordinal gradation (MSi > MSp > HC) was also observed for FC between the posterior hippocampus and several cortical areas. DF-based analyses revealed that reduced right fimbria volume and enhanced FC at the right posterior hippocampus were the main neural signatures of the episodic memory impairments observed in the MSi group. Conclusion: Before any sign of episodic memory alterations (MSp), FC increased on several pathways that connect the hippocampus with cortical areas. These changes further increased when the several hippocampal volumes reduced and memory deficits appeared (MSi).
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- 2017
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15. Repeated Working Memory Training Improves Task Performance and Neural Efficiency in Multiple Sclerosis Patients and Healthy Controls
- Author
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Anna Miró-Padilla, Elisenda Bueichekú, Cristina Forn, César Ávila, Naiara Aguirre, Ricardo Broseta Torres, Carla Sanchis-Segura, and Álvaro Javier Cruz-Gómez
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Working memory training ,Brain activation ,medicine.medical_specialty ,Article Subject ,Brain activity and meditation ,Audiology ,050105 experimental psychology ,lcsh:RC346-429 ,Task (project management) ,03 medical and health sciences ,0302 clinical medicine ,medicine ,0501 psychology and cognitive sciences ,lcsh:Neurology. Diseases of the nervous system ,medicine.diagnostic_test ,Working memory ,business.industry ,Multiple sclerosis ,05 social sciences ,medicine.disease ,Neurology (clinical) ,Training program ,Functional magnetic resonance imaging ,business ,030217 neurology & neurosurgery ,Research Article - Abstract
Background/Objective. To explore the effectiveness of a specific working memory (WM) training program in MS patients and healthy controls (HC). Method. 29 MS patients and 29 matched HC were enrolled in the study. MS and HC were randomly split into two groups: nontraining groups (15HC/14 MS) and training groups (14 HC/15 MS). Training groups underwent adaptive n-back training (60 min/day; 4 days). Functional magnetic resonance imaging (fMRI) was used to monitor brain activity during n-back performance (conditions: 0-back, 2-back, and 3-back) at 3 time points: (1) baseline, (2) post-training (+7days), and (3) follow-up (+35days). Results. In post-training and follow-up fMRI sessions, trained groups (HC and MS patients) exhibited significant reaction time (RT) reductions and increases in Correct Responses (CRs) during 2-back and 3-back performance. This improvement of task performance was accompanied by a decrease in brain activation in the WM frontoparietal network. The two effects were significantly correlated. Conclusions. After WM training, both cognitively preserved MS patients and HC participants showed task performance improvement made possible by neuroplastic processes that enhanced neural efficiency.
- Published
- 2019
16. Do Gender-Related Stereotypes Affect Spatial Performance? Exploring When, How and to Whom Using a Chronometric Two-Choice Mental Rotation Task
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Naiara Aguirre, Carla Sanchis-Segura, Noemí Solozano, Cristina Forn, and Álvaro Javier Cruz-Gómez
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Gender stereotypes ,media_common.quotation_subject ,lcsh:BF1-990 ,Academic specialization ,050109 social psychology ,Stereotype ,Affect (psychology) ,050105 experimental psychology ,Mental rotation ,Stereotype threat ,Psychology ,0501 psychology and cognitive sciences ,Situational ethics ,implicit association test ,General Psychology ,media_common ,Original Research ,05 social sciences ,Implicit-association test ,Cognition ,STEM ,gender stereotypes ,lcsh:Psychology ,stereotype threat ,Implicit association test ,Cognitive psychology ,mental rotation - Abstract
It is a common belief that males have superior visuospatial abilities and that differences in this and other cognitive domains (e.g., math) contribute to the reduced interest and low representation of girls and women in STEM education and professions. However, previous studies show that gender-related implicit associations and explicit beliefs, as well as situational variables, might affect cognitive performance in those gender- stereotyped domains and produce between-gender spurious differences. Therefore, the present study aimed to provide information on when, how and who might be affected by the situational reactivation of stereotypic gender-science beliefs/associations while performing a 3D mental rotation chronometric task (3DMRT). More specifically, we assessed the explicit beliefs and implicit associations (by the Implicit Association Test) held by female and male students of humanities and STEM majors and compared their performance in a 3DMRT after receiving stereotype- congruent, incongruent and nullifying experimental instructions. Our results show that implicit stereotypic gender- science associations correlate with 3DMRT performance in both females and males, but that inter-gender differences emerge only under stereotype-reactivating conditions. We also found that changes in self-confidence mediate these instructions’ effects and that academic specialization moderates them, hence promoting 3DMRT performance differences between male and female humanities, but not STEM, students. Taken together, these observations suggest that the common statement “males have superior mental rotation abilities” simplifies a much more complex reality and might promote stereotypes which, in turn, might induce artefactual performance differences between females and males in such tasks.
- Published
- 2018
17. P: 55 Decreased Cognitive Performance Is Associated With Reduced Resting State Connectivity and Gray Matter Atrophy in Patients With Minimal Hepatic Encephalopathy
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César Ávila, Desamparados Escudero-García, Cristina Montón, María Pilar Ballester, Juan José Gallego, Natalia Varela-Andrés, Vicente Belloch, Cristina Forn, Raquel García-García, Alba Mangas-Losada, Álvaro Javier Cruz-Gómez, Carmina Montoliu, Vicente Felipo, Carla Giménez-Garzó, Andrea Cabrera-Pastor, Joan Tosca, and Amparo Urios
- Subjects
medicine.medical_specialty ,Hepatology ,Resting state fMRI ,business.industry ,Gastroenterology ,medicine.disease ,Atrophy ,Internal medicine ,Cardiology ,Medicine ,In patient ,Effects of sleep deprivation on cognitive performance ,business ,Hepatic encephalopathy - Published
- 2019
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18. Gray matter atrophy is associated with functional connectivity reorganization during the Paced Auditory Serial Addition Test (PASAT) execution in Multiple Sclerosis (MS)
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Noelia Ventura-Campos, Cristina Forn, Sabina Baltruschat, Antonio Belenguer, and Álvaro Javier Cruz-Gómez
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Adult ,Male ,Cerebellum ,medicine.medical_specialty ,Multiple Sclerosis ,Paced Auditory Serial Addition Test ,Precuneus ,Neuropsychological Tests ,Audiology ,computer.software_genre ,Functional connectivity ,Young Adult ,Atrophy ,Voxel ,Neuroplasticity ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Gray Matter ,Problem Solving ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,business.industry ,Psychophysiological Interaction ,Gray matter (GM) atrophy ,Brain ,Limbic lobe ,Middle Aged ,medicine.disease ,Multiple sclerosis (MS) ,Magnetic Resonance Imaging ,Compensatory processes ,medicine.anatomical_structure ,nervous system ,Female ,Neurology (clinical) ,business ,Paced Auditory Serial Addition Test (PASAT) ,computer - Abstract
Background and purpose: We explored the relationship between gray matter atrophy and reorganization of functional connectivity in multiple sclerosis patients during execution of the Paced Auditory Serial Addition Test (PASAT). Materials and methods: Seventeen patients and 15 healthy controls were selected for the study. Atrophy was determined using voxel-based morphometry, and atrophy-related connectivity changes were assessed using psychophysiological interaction analysis. Group differences, and correlations with PASAT performance and radiological variables were also examined. Results: Gray matter atrophy in MS patients was circumscribed to the bilateral posterior cingulate gyrus/precuneus. Compared with controls, patients showed stronger connectivity between the left posterior cingulate gyrus/precuneus, and the left middle temporal gyrus and left cerebellum. A regression analysis in controls showed a negative correlation between PASAT scores and functional connectivity between: (1) the left posterior cingulate gyrus/precuneus, and left pre/postcentral gyri and left occipital gyrus, and (2) the right posterior cingulate gyrus/precuneus, and bilateral cerebellum and left pre/postcentral gyri. Patients showed a negative correlation between brain parenchymal fraction and functional connectivity between the left posterior cingulate gyrus/precuneus and left cerebellum. Conclusion: Patients with early MS and little brain damage presented more connectivity during PASAT execution, which may be interpreted as compensatory processes that help preserve cognitive functions. This work was supported by the Brainglot project of the CONSOLIDER-INGENIO 2010 Program (grant number CSD2007-00012), a grant from MINECO (PSI2010-20168), a grant from Universitat Jaume I (P1 · 1B2011-09), and an edu- cational grant from Biogen Idec to CA.
- Published
- 2015
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19. Learning and Memory Impairments in Patients with Minimal Hepatic Encephalopathy are Associated with Structural and Functional Connectivity Alterations in Hippocampus
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Remedios Giner-Durán, Amparo Urios, Vicente Felipo, Vicente Belloch, Raquel García-García, Cristina Forn, Isidro Torregrosa, Miguel A. Serra, César Ávila, Desamparados Escudero-García, Alba Mangas-Losada, Joan Tosca, Álvaro Javier Cruz-Gómez, Elena Kosenko, and Carmina Montoliu
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0301 basic medicine ,Male ,Nerve net ,Precuneus ,lcsh:Medicine ,Hippocampus ,Hippocampal formation ,Verbal learning ,Article ,03 medical and health sciences ,0302 clinical medicine ,Cognition ,Memory ,medicine ,Humans ,lcsh:Science ,Hepatic encephalopathy ,Aged ,Aged, 80 and over ,Multidisciplinary ,business.industry ,lcsh:R ,Subiculum ,Middle Aged ,medicine.disease ,030104 developmental biology ,medicine.anatomical_structure ,Case-Control Studies ,Hepatic Encephalopathy ,lcsh:Q ,Female ,Nerve Net ,business ,Neuroscience ,human activities ,030217 neurology & neurosurgery ,Biomarkers - Abstract
Patients with minimal hepatic encephalopathy (MHE) show mild cognitive impairment associated with alterations in attentional and executive networks. There are no studies evaluating the relationship between memory in MHE and structural and functional connectivity (FC) changes in the hippocampal system. This study aimed to evaluate verbal learning and long-term memory in cirrhotic patients with (C-MHE) and without MHE (C-NMHE) and healthy controls. We assessed the relationship between alterations in memory and the structural integrity and FC of the hippocampal system. C-MHE patients showed impairments in learning, long-term memory, and recognition, compared to C-NMHE patients and controls. Cirrhotic patients showed reduced fimbria volume compared to controls. Larger volumes in hippocampus subfields were related to better memory performance in C-NMHE patients and controls. C-MHE patients presented lower FC between the L-presubiculum and L-precuneus than C-NMHE patients. Compared to controls, C-MHE patients had reduced FC between L-presubiculum and subiculum seeds and bilateral precuneus, which correlated with cognitive impairment and memory performance. Alterations in the FC of the hippocampal system could contribute to learning and long-term memory impairments in C-MHE patients. This study demonstrates the association between alterations in learning and long-term memory and structural and FC disturbances in hippocampal structures in cirrhotic patients.
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- 2018
20. Basal Ganglia structural and functional abnormalities in Multiple Sclerosis are related to cognitive impairment
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Álvaro Javier Cruz-Gómez
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- 2017
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21. Reduced resting state connectivity and gray matter volume correlate with cognitive impairment in minimal hepatic encephalopathy
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Alba Mangas-Losada, Carmina Montoliu, Joan Tosca, Amparo Urios, Elena Kosenko, Juan Fermín Ordoño, Remedios Giner-Durán, Raquel García-García, Álvaro Javier Cruz-Gómez, Miguel A. Serra, Vicente Belloch, Cristina Forn, César Ávila, Vicente Felipo, and Desamparados Escudero-García
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0301 basic medicine ,Central Nervous System ,Liver Cirrhosis ,Male ,lcsh:Medicine ,Social Sciences ,Pathology and Laboratory Medicine ,Nervous System ,0302 clinical medicine ,Cerebellum ,Medicine and Health Sciences ,Psychology ,Attention ,Gray Matter ,lcsh:Science ,Hepatic encephalopathy ,Cyclic GMP ,Default mode network ,Cognitive Impairment ,Cerebral Cortex ,Aged, 80 and over ,Multidisciplinary ,Cognitive Neurology ,Brain ,Middle Aged ,Executive functions ,Magnetic Resonance Imaging ,Cognitive test ,Neurology ,Area Under Curve ,Cardiology ,Female ,Anatomy ,Research Article ,medicine.medical_specialty ,Psychometrics ,Cognitive Neuroscience ,03 medical and health sciences ,Atrophy ,Signs and Symptoms ,Neuropsychology ,Diagnostic Medicine ,Ammonia ,Internal medicine ,medicine ,Humans ,Cognitive Dysfunction ,Effects of sleep deprivation on cognitive performance ,Neuropsychological Testing ,Aged ,Cingulate Cortex ,Resting state fMRI ,Receiver operating characteristic ,business.industry ,Interleukins ,lcsh:R ,Cognitive Psychology ,Biology and Life Sciences ,medicine.disease ,030104 developmental biology ,ROC Curve ,Case-Control Studies ,Cognitive Science ,lcsh:Q ,business ,human activities ,030217 neurology & neurosurgery ,Neuroscience - Abstract
Background and aims Minimal hepatic encephalopathy (MHE) is associated with cognitive alterations and changes in connectivity. We assessed the relationship of the abnormalities of resting-state functional connectivity (rs-FC) and gray matter (GM) volume with different cognitive alterations and biochemical parameters associated to MHE. Methods Thirty-nine cirrhotic patients (26 without and 13 with MHE) and 24 controls were widely cognitive assessed with a battery of psychometric tests. Atrophy was determined using Voxel-Based Morphometry and rs-FC was assessed by independent component analysis. Receiver operating characteristic (ROC) curves was performed to assess the diagnostic utility of rs-FC and GM reduction for the discrimination of patients with and without MHE. Blood ammonia, cGMP, and levels of pro-inflammatory interleukins were measured. Results MHE patients showed significant decrease of GM volume and lesser degree of rs-FC in different networks related to attention and executive functions as compared to controls and patients without MHE. There is a progressive reduction in rs-FC in the default mode network with the progression of cognitive impairment. MHE patients showed GM reduction in theright frontal lobe, right insula and right cerebellum compared to patients without MHE. Alterations in GM volume and rs-FC correlated with the scores of different cognitive tests. Conclusions Decreased cognitive performance is associated by reduced rs-FC and GM atrophy in MHE patients. These changes could have predictive value for detecting MHE.
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- 2017
22. FRI-118-Decreased cognitive performance is associated with reduced resting state connectivity and gray matter atrophy in patients with minimal hepatic encephalopathy
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Raquel García-García, Álvaro Javier Cruz-Gómez, Joan Tosca, Vicente Belloch, Cristina Forn, Carmina Montoliu, Alba Mangas-Losada, Amparo Urios, Desamparados Escudero-García, María Pilar Ballester, César Ávila, Juan José Gallego, and Vicente Felipo
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medicine.medical_specialty ,Hepatology ,Resting state fMRI ,business.industry ,medicine.disease ,Gray (unit) ,Atrophy ,Internal medicine ,medicine ,Cardiology ,In patient ,Effects of sleep deprivation on cognitive performance ,business ,Hepatic encephalopathy - Published
- 2019
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23. Increased regional gray matter atrophy and enhanced functional connectivy in male multiple sclerosis patients
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Cristina Forn, Álvaro Javier Cruz-Gómez, Carles Sanchis-Segura, Antonio Belenguer, César Ávila, and M.S. Fittipaldi Márquez
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Adult ,Male ,Pathology ,medicine.medical_specialty ,Multiple Sclerosis ,Adolescent ,Physiology ,Gray (unit) ,Brain mapping ,Multiple sclerosis ,03 medical and health sciences ,Young Adult ,Functional connectivity ,0302 clinical medicine ,Atrophy ,Sex Factors ,Cognition ,Magnetic resonance imaging ,parasitic diseases ,medicine ,Humans ,030212 general & internal medicine ,Effects of sleep deprivation on cognitive performance ,Young adult ,Gray Matter ,Brain Mapping ,medicine.diagnostic_test ,General Neuroscience ,Brain ,Gender ,Voxel-based morphometry ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Female ,Psychology ,030217 neurology & neurosurgery - Abstract
Evidence suggests that sex/gender is an important factor for understanding multiple sclerosis (MS) and that some of its neuropathological consequences might manifest earlier in males. In the present study, we assessed gray matter (GM) volume and functional connectivity (FC) in a sample of female and male MS patients (MSp) and female and male healthy controls (HCs). As compared to female MSp, male MSp showed decreased GM volume in the bilateral frontal areas and increased FC between different brain regions. Because both sets of changes correlated significantly and no differences in cognitive performance were observed, we suggest that the FC increase observed in male MSp acts as a compensatory mechanism for their more extensive GM loss and that it promotes a functional convergence between male- and female-MSp. This research has been supported by grant P1-1B2014-15 provided to Cristina Forn by the Universitat Jaume I.
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- 2016
24. Exploring Neural Efficiency in Multiple Sclerosis Patients during the Symbol Digit Modalities Test: A Functional Magnetic Resonance Imaging Study
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Antonio Belenguer, Carla Sanchis-Segura, Cristina Forn, César Ávila, Álvaro Javier Cruz-Gómez, and María Sol Fittipaldi-Márquez
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Adult ,Male ,medicine.medical_specialty ,Multiple Sclerosis ,NEUROIMAGING ,Audiology ,Neuropsychological Tests ,050105 experimental psychology ,NEUROPSYCHOLOGY ,CIENCIAS SOCIALES ,03 medical and health sciences ,Disability Evaluation ,Young Adult ,0302 clinical medicine ,Neuroimaging ,NEURODEGENERATIVE DISEASE ,Cognitive resource theory ,medicine ,Image Processing, Computer-Assisted ,Humans ,0501 psychology and cognitive sciences ,Effects of sleep deprivation on cognitive performance ,Cognitive deficit ,MULTIPLE SCLEROSIS ,Intelligence Tests ,Analysis of Variance ,medicine.diagnostic_test ,Multiple sclerosis ,05 social sciences ,Neuropsychology ,Brain ,Cognition ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Psicología ,Oxygen ,NEURAL EFFICIENCY ,Neurology ,Female ,Neurology (clinical) ,medicine.symptom ,Functional magnetic resonance imaging ,Psychology ,Cognition Disorders ,Neuroscience ,030217 neurology & neurosurgery - Abstract
Background: Reduced information-processing speed (IPS) is a primary cognitive deficit of multiple sclerosis (MS) patients. The neural efficiency hypothesis describes an inverse relationship between cognitive performance in a task and the amount of cognitive resources devoted to it. Previous studies have shown that the neural efficiency hypothesis provides an appropriate framework to explore cognitive dysfunction in neurological patients. Objective: The aim of this study was to explore the neural efficiency hypothesis regarding IPS capabilities in cognitively preserved MS patients. Methods: 16 MS patients and 17 healthy controls (HCs) were enrolled and neuropsychologically assessed. All participants also performed a functional magnetic resonance imaging (fMRI)-adapted version of the Symbol Digit Modalities Test (SDMT) at different interstimulus intervals (ISI: 1.5, 2, and 2.5 s). Results: MS patients only displayed lower SDMT performance when the ISI was set at 1.5 s. However, MS patients´ normal SDMT performance at larger ISIs was achieved at the cost of increased brain activation, hence revealing that they were less cognitively efficient than the HCs. Regression analyses confirmed this conclusion by showing an opposite relationship between SDMT performance and the amount of neural resources recruited in the HC and MS groups. Thus, while a positive relationship between both variables was observed in MS patients, this correlation was negative for the HC group. Conclusions: MS patients require more cognitive resources than HCs to achieve a normal SDMT performance, then revealing that they are less efficient regarding IPS capabilities. Fil: Fittipaldi, María Sol. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina. Universitat Jaume I; España Fil: Cruz Gómez, Álvaro Javier. Universitat Jaume I; España Fil: Sanchis Segura, Carla. Universitat Jaume I; España Fil: Belenguer, Antonio. Hospital General de Castellón; España Fil: Ávila, César. Universitat Jaume I; España Fil: Forn, Cristina. Universitat Jaume I; España
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- 2016
25. Working memory training improves cognitive efficiency in multiple sclerosis patients
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César Ávila, R. Broseta-Torres, Elisenda Bueichekú, Carla Sanchis-Segura, N. Solozano, Cristina Forn, Naiara Aguirre, Álvaro Javier Cruz-Gómez, and Anna Miró-Padilla
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medicine.medical_specialty ,Multiple Sclerosis ,Resonancia Magnética ,Cognitive efficiency ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Right angular gyrus ,Audiology ,Entrenamiento Cognitivo ,Psicología Evolutiva y de la Educación ,Fmri ,Memoria de Trabajo ,medicine ,Working Memory ,medicine.diagnostic_test ,business.industry ,Working memory ,N-Back ,Multiple sclerosis ,General Engineering ,Right precentral gyrus ,medicine.disease ,Cognitive training ,Esclerosis Múltiple ,Training program ,business ,Functional magnetic resonance imaging ,Cognitive Training ,RC321-571 - Abstract
La Esclerosis Múltiple (EM) es una enfermedad en la que la memoria de trabajo (MT) se encuentra comúnmente afectada. Estudiar la eficacia de un programa de entrenamiento en MT en pacientes de EM. 29 pacientes de EM Remitente-Recurrente fueron seleccionados para el estudio: 15 realizaron el entrenamiento en MT y 14 fueron seleccionados como grupo control. Todos los participantes fueron valorados a nivel neuropsicológico y se adquirieron imágenes de Resonancia Magnética funcional (RMf) durante la realización de la tarea 2 y 3-back (basal y post tratamiento-7 días). Los pacientes entrenados mejoraron su ejecución en 2 y 3-back (p
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- 2018
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26. Cambios estructurales y funcionales del hipocampo en pacientes con esclerosis múltiple y su relación con procesos de memoria
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Antonio Belenguer-Benavides, Álvaro Javier Cruz-Gómez, M Sol Fittipaldi-Márquez, Cristina Forn, and Beatriz Martínez-Bronchal
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Functional connectivity ,General Medicine ,Volumetría ,Hippocampus ,030218 nuclear medicine & medical imaging ,Multiple sclerosis ,Esclerosis múltiple ,03 medical and health sciences ,Sustancia gris ,0302 clinical medicine ,Volumetry ,Conectividad funcional ,Memory ,Hipocampo ,Memoria ,Neurology (clinical) ,Psychology ,Gray matter ,Humanities ,030217 neurology & neurosurgery - Abstract
Introducción. Una de las alteraciones cognitivas más prevalentes en los pacientes con esclerosis múltiple son los proble- mas de codificación de la información (tanto verbal como visual), proceso relacionado con el hipocampo. Objetivo. Estudiar la relación entre los procesos de aprendizaje y retención de la información a largo plazo con el volumen hipocampal y la conectividad funcional (CF) en pacientes con esclerosis múltiple comparados con un grupo control. Sujetos y métodos. Ambos grupos fueron evaluados con la batería neuropsicológica breve, que incluye pruebas de me- moria verbal y visual. Se realizó el estudio de volumetría de la sustancia gris mediante la técnica de morfometría basada en el vóxel y un estudio de CF de vóxel de semilla centrado en la zona de interés (hipocampo). Se realizaron análisis de asociación entre rendimiento en memoria y cambios volumétricos y de CF. Resultados. Los resultados mostraron atrofia en la sustancia gris en el hipocampo izquierdo y una menor CF entre el hipo- campo izquierdo y el troncoencéfalo, el cerebelo, el giro fusiforme y el giro temporal superior en los pacientes respecto al grupo control. En el grupo de pacientes se observa una correlación positiva entre la sustancia gris en ambos hipocampos y el rendimiento en memoria verbal, así como una correlación positiva entre el rendimiento en memoria visual y la CF entre el hipocampo izquierdo y diversas regiones temporales. Conclusiones. Los resultados muestran una relación entre el rendimiento de memoria verbal y visual, y cambios estructu- rales y funcionales en el hipocampo en pacientes con esclerosis múltiple. Introduction. One of the most prevalent cognitive deficits in multiple sclerosis (MS) patients relates to (both verbal and visual) information encoding, a process related the hippocampus. Aim. To assess the relationship between information learning and long-term retention processes and hippocampal volume and functional connectivity (FC) in MS patients. Subjects and methods. MS patients and a control group of healthy volunteers were assessed using the brief neuro- psychological battery, which includes tests of verbal and visual memory. Gray matter volume was assessed through the voxel based morphometry technique, and a study of seed-based FC focused on the region of interest (hippocampus) was also conducted. Results. Results revealed that, as compared to the control group, MS patients display gray matter atrophy at the left hippocampus gray matter and smaller FC between left hippocampus and brainstem, cerebellum, fusiform gyrus and superior temporal gyrus. Association analyses were performed between memory tests performance and both volumetric and FC changes. Results showed a positive correlation between gray matter hippocampal (bilateral) volume and verbal memory performance of the MS group. Further, in MS patients, a positive correlation between visual memory performance and FC between the left hippocampus and several temporal regions was also found. Conclusions. The results of the present study reveal a relationship between structural and functional changes in the hippocampus of MS patients and their performance on verbal and visual memory tests. Subvención concedida por la Universitat Jaume I (P1.1B2014-05).
- Published
- 2016
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