22 results on '"Naiara, Aguirre"'
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
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3. Sex differences in gray matter volume: how many and how large are they really?
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Carla Sanchis-Segura, Maria Victoria Ibañez-Gual, Jesús Adrián-Ventura, Naiara Aguirre, Álvaro Javier Gómez-Cruz, César Avila, and Cristina Forn
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Gray matter volume ,Gender differences ,Sex-sameness ,TIV-adjustment ,MRI ,Effect size ,Medicine ,Physiology ,QP1-981 - Abstract
Abstract Background Studies assessing volumetric sex differences have provided contradictory results. Total intracranial volume (TIV) is a major confounding factor when estimating local volumes of interest (VOIs). We investigated how the number, size, and direction of sex differences in gray matter volume (GMv) vary depending on how TIV variation is statistically handled. Methods Sex differences in the GMv of 116 VOIs were assessed in 356 participants (171 females) without correcting for TIV variation or after adjusting the data with 5 different methods (VBM8 non-linear-only modulation, proportions, power-corrected-proportions, covariation, and the residuals method). The outcomes obtained with these procedures were compared to each other and to those obtained in three criterial subsamples, one comparing female-male pairs matched on their TIV and two others comparing groups of either females or males with large/small TIVs. Linear regression was used to quantify TIV effects on raw GMv and the efficacy of each method in controlling for them. Results Males had larger raw GMv than females in all brain areas, but these differences were driven by direct TIV-VOIs relationships and more closely resembled the differences observed between individuals with large/small TIVs of sex-specific subsamples than the sex differences observed in the TIV-matched subsample. All TIV-adjustment methods reduced the number of sex differences but their results were very different. The VBM8- and the proportions-adjustment methods inverted TIV-VOIs relationships and resulted in larger adjusted volumes in females, promoting sex differences largely attributable to TIV variation and very distinct from those observed in the TIV-matched subsample. The other three methods provided results unrelated to TIV and very similar to those of the TIV-matched subsample. In these datasets, sex differences were bidirectional and achieved satisfactory replication rates in 19 VOIs, but they were “small” (d
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- 2019
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4. Hippocampal adaptations in Mild Cognitive Impairment patients are modulated by bilingual language experiences
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Toms Voits, Jason Rothman, Marco Calabria, Holly Robson, Naiara Aguirre, Gabriele Cattaneo, Víctor Costumero, Mireia Hernández, Montserrat Juncadella Puig, Lidón Marín-Marín, Anna Suades, Albert Costa, and Christos Pliatsikas
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Mild Cognitive Impairment ,Linguistics and Language ,aging ,neurodegeneration ,bilingualism ,Language and Linguistics ,Education - Abstract
Bilingualism has been shown to contribute to increased resilience against cognitive aging. One of the key brain structures linked to memory and dementia symptom onset, the hippocampus, has been observed to adapt in response to bilingual experience – at least in healthy individuals. However, in the context of neurodegenerative pathology, it is yet unclear what role previous bilingual experience might have in terms of sustaining integrity of this structure or related behavioral correlates. The present study adds to the limited cohort of research on the effects of bilingualism on neurocognitive outcomes in Mild Cognitive Impairment (MCI) using structural brain data. We investigate whether bilingual language experience (operationalized as language entropy) results in graded neurocognitive adaptations within a cohort of bilinguals diagnosed with MCI. Results reveal a non-linear effect of bilingual language entropy on hippocampal volume, although they do not predict episodic memory performance, nor age of MCI diagnosis.
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- 2023
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5. 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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Carla Sanchis-Segura, Naiara Aguirre, Álvaro J. Cruz-Gómez, Noemí Solozano, and Cristina Forn
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gender stereotypes ,stereotype threat ,mental rotation ,implicit association test ,STEM ,Psychology ,BF1-990 - 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.
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- 2018
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6. Beyond 'sex prediction': Estimating and interpreting multivariate sex differences and similarities in the brain
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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. The effect of bilingualism on the brain is modulated by language experience
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Marco Calabria, Toms Voits, Jason Rothman, Holly Robson, Lidón Marín Marín, Víctor Costumero, Naiara Aguirre, and Christos Pliatsikas
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Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Epidemiology ,Health Policy ,Neurology (clinical) ,Geriatrics and Gerontology - Published
- 2021
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8. Activity in Memory Brain Networks During Encoding Differentiates Mild Cognitive Impairment Converters from Non-Converters
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Vicente Belloch, Maria Antònia Parcet, César Ávila, Víctor Costumero, Joaquín Escudero, Lidón Marin-Marin, and Naiara Aguirre
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Male ,0301 basic medicine ,Precuneus ,Hippocampus ,Neuropsychological Tests ,Hippocampal formation ,behavioral disciplines and activities ,Temporal lobe ,03 medical and health sciences ,0302 clinical medicine ,Alzheimer Disease ,Parietal Lobe ,Encoding (memory) ,mental disorders ,Humans ,Memory impairment ,Medicine ,Cognitive Dysfunction ,Default mode network ,Aged ,Aged, 80 and over ,Principal Component Analysis ,Fusiform gyrus ,business.industry ,General Neuroscience ,Brain ,Recognition, Psychology ,General Medicine ,Magnetic Resonance Imaging ,Psychiatry and Mental health ,Clinical Psychology ,030104 developmental biology ,medicine.anatomical_structure ,nervous system ,Disease Progression ,Female ,Nerve Net ,Geriatrics and Gerontology ,business ,Neuroscience ,Psychomotor Performance ,psychological phenomena and processes ,030217 neurology & neurosurgery - Abstract
Alzheimer's disease (AD) has been associated with memory impairment due to alterations in the medial temporal lobe (MTL) and the precuneus. Therefore, the goal of this study was to investigate the effects of AD on the brain networks associated with the hippocampus and precuneus during an encoding memory task. 68 mild cognitive impairment patients (MCI), 21 AD patients, and 20 healthy controls (HC) were included. Participants were instructed to memorize landscapes while undergoing fMRI scanning, followed by a recognition test. MCI were followed up clinically for 18 months to track conversion status. Independent component analysis (ICA) was performed to investigate AD effects on precuneus and MTL networks during memory encoding. Behavioral analyses indicate that HC had a better performance than MCI converters (MCIc) and AD. ICA showed that MCIc had significantly higher activation in the MTL-associated network than MCI non converters (MCIn) and AD, including bilateral hippocampus, parahippocampus, and fusiform gyrus. Furthermore, the precuneus-associated network fitted the default mode network, showing a negative correlation with behavioral performance. These findings indicate that the hyperactivation of the hippocampal network displayed by MCIc has potential discrimination capacity to distinguish them of MCIn, and could be interpreted as a compensatory mechanism.
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- 2019
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9. Enhanced frontoparietal connectivity in multiple sclerosis patients and healthy controls in response to an intensive computerized training focused on working memory
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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
10. The Manifestation of individual differences in sensitivity to punishment during resting state is modulated by eye state
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César Ávila, Elisenda Bueichekú, María-Ángeles Palomar-García, Naiara Aguirre, Alfonso Barrós-Loscertales, Anna Miró-Padilla, Víctor Costumero, Lidón Marin-Marin, Esteban Villar-Rodríguez, and Jesús Adrián-Ventura
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Punishment (psychology) ,Cognitive Neuroscience ,Hippocampus ,Anxiety ,Affect (psychology) ,Amygdala ,Periaqueductal gray ,050105 experimental psychology ,03 medical and health sciences ,Behavioral Neuroscience ,0302 clinical medicine ,Functional neuroimaging ,medicine ,0501 psychology and cognitive sciences ,Resting state ,Sensitivity to punishment ,Resting state fMRI ,05 social sciences ,Eyes open/closed ,medicine.anatomical_structure ,nervous system ,medicine.symptom ,Psychology ,Neuroscience ,psychological phenomena and processes ,030217 neurology & neurosurgery - Abstract
Structural and functional neuroimaging studies have shown that brain areas associated with fear and anxiety (defensive system areas) are modulated by individual differences in sensitivity to punishment (SP). However, little is known about how SP is related to brain functional connectivity and the factors that modulate this relationship. In this study, we investigated whether a simple methodological manipulation, such as performing a resting state with eyes open or eyes closed, can modulate the manifestation of individual differences in SP. To this end, we performed an exploratory fMRI resting state study in which a group of participants (n = 88) performed a resting state with eyes closed and another group (n = 56) performed a resting state with eyes open. All participants completed the Sensitivity to Punishment and Sensitivity to Reward Questionnaire. Seed-based functional connectivity analyses were performed in the amygdala, hippocampus, and periaqueductal gray (PAG). Our results showed that the relationship between SP and left amygdala-precuneus and left hippocampus-precuneus functional connectivity was modulated by eye state. Moreover, in the eyes open group, SP was negatively related to the functional connectivity between the PAG and amygdala and between the PAG and left hippocampus, and it was positively related to the functional connectivity between the amygdala and hippocampus. Together, our results may suggest underlying differences in the connectivity between anxiety-related areas based on eye state, which in turn would affect the manifestation of individual differences in SP. This work was supported by grants from Generalitat Valenciana (PROMETEO/2017/109) and Ministerio de Economía y Competitividad (PSI2016-78805-R) to C.A. Also, it was supported by a grant from Jaume I University (UJI-B2016-21) to A.B-L. Additionally, this work was supported by a pre-doctoral graduate program grant (National FPU to J.A-V, L.M-M, E.V-R and N.A) and a post-doctoral graduate program grant (Juan de la Cierva to V.C and postdoc-UJI to A.M-P and M-Á.P-G). Author E.B was funded by a post-doctoral grant from the "Generalitat Valenciana (2018 APOSTD)" and the "European Social Fund (Investing in your future)"
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- 2021
11. The manifestation of individual differences in sensitivity to punishment during resting state is modulated by eye state
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Víctor, Costumero, Jesús, Adrián-Ventura, Elisenda, Bueichekú, Anna, Miró-Padilla, María-Ángeles, Palomar-García, Lidón, Marin-Marin, Esteban, Villar-Rodríguez, Naiara, Aguirre, Alfonso, Barrós-Loscertales, and César, Ávila
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Punishment ,Functional Neuroimaging ,Individuality ,Brain ,Humans ,Magnetic Resonance Imaging - Abstract
Structural and functional neuroimaging studies have shown that brain areas associated with fear and anxiety (defensive system areas) are modulated by individual differences in sensitivity to punishment (SP). However, little is known about how SP is related to brain functional connectivity and the factors that modulate this relationship. In this study, we investigated whether a simple methodological manipulation, such as performing a resting state with eyes open or eyes closed, can modulate the manifestation of individual differences in SP. To this end, we performed an exploratory fMRI resting state study in which a group of participants (n = 88) performed a resting state with eyes closed and another group (n = 56) performed a resting state with eyes open. All participants completed the Sensitivity to Punishment and Sensitivity to Reward Questionnaire. Seed-based functional connectivity analyses were performed in the amygdala, hippocampus, and periaqueductal gray (PAG). Our results showed that the relationship between SP and left amygdala-precuneus and left hippocampus-precuneus functional connectivity was modulated by eye state. Moreover, in the eyes open group, SP was negatively related to the functional connectivity between the PAG and amygdala and between the PAG and left hippocampus, and it was positively related to the functional connectivity between the amygdala and hippocampus. Together, our results may suggest underlying differences in the connectivity between anxiety-related areas based on eye state, which in turn would affect the manifestation of individual differences in SP.
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- 2020
12. The adhesio interthalamica as a neuroanatomical marker of structural differences in healthy adult population
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Jesús Adrián-Ventura, Lidón Marin-Marin, Naiara Aguirre, Elisenda Bueichekú, Esteban Villar-Rodríguez, Anna Miró-Padilla, María-Ángeles Palomar-García, and Víctor Costumero
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Adult ,Male ,medicine.medical_specialty ,Histology ,Neurology ,Thalamus ,Population ,Inferior frontal gyrus ,adhesio interthalamica ,Audiology ,Frontal cortex ,050105 experimental psychology ,Premotor cortex ,03 medical and health sciences ,0302 clinical medicine ,CAT12 ,medicine ,voxel-based morphometry ,Humans ,0501 psychology and cognitive sciences ,Gray Matter ,Gray matter ,education ,Temporal cortex ,education.field_of_study ,business.industry ,General Neuroscience ,05 social sciences ,Cognition ,Voxel-based morphometry ,Magnetic Resonance Imaging ,Temporal Lobe ,medicine.anatomical_structure ,Individual differences ,Schizophrenia ,Female ,Anatomy ,business ,030217 neurology & neurosurgery - Abstract
The adhesio interthalamica (AI) is a small midline brain structure that connects the left and right thalamus. According to in vivo data, between 2.3–22.3% of the general population lack the AI, and the question of whether this absence is more prevalent in males than in females is a matter of debate. Despite the existence of these demographic figures, it remains unclear how this distinctive feature affects healthy people, or what specific anatomic profile is related to the presence or absence of the AI. The aim of this study was to investigate whole brain gray matter (GM) volumetric differences depending on the presence or absence of the AI. A total of 240 healthy adult volunteers completed one MRI scanning session. After the AI assessment, the data from 110 participants were included in the final sample, of which 12.9% of the participants (n = 31) presented complete AI absence vs. 32.9% of participants (n = 79) who presented complete AI presence. Then, whole-brain group comparison analysis revealed that the absent AI brain, compared to the present AI brain, was associated with lower GM volume in the premotor cortex, inferior frontal gyrus, and anterior temporal cortex. Interestingly, neuroscience research has linked emotional and cognitive control brain processing to the latter two regions. The importance of these findings lies in providing a neuroanatomical profile for the absent AI brain in healthy human adults.
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- 2020
13. 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
14. Efectos neuroprotectores del bilingüismo contra la demencia. Un estudio de morfometría basada en el voxel
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César Ávila, Víctor Costumero, Naiara Aguirre Vidal, and Lidón Marin-Marin
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bilingüismo ,morfometría basada en el voxel ,General Medicine ,Voxel-based morphometry ,bilingualism ,cognitive reserve ,demencia ,mild cognitive impairment ,reserva cognitiva ,voxel-based morphometry ,Psychology ,deterioro cognitivo leve ,Humanities ,dementia ,Cognitive reserve - Abstract
Introducción: Recientes estudios sugieren que el bilingüismo es uno de los factores que contribuye a la reserva cognitiva, ya que las personas bilingües suelen manifestar los síntomas de la enfermedad de Alzheimer (EA) significativamente más tarde que los monolingües. Otros estudios han revelado que los bilingües muestran mayor atrofia e hipometabolismo comparados con los monolingües, pese a tener el mismo diagnóstico. Sin embargo, todas estas investigaciones incluyen participantes bilingües y monolingües que muestran diferencias en nivel educativo, nivel socioeconómico o estatus de inmigración. El objetivo de este trabajo es investigar las bases neurales del supuesto efecto protector del bilingüismo. Metodología: Una muestra de 68 pacientes con deterioro cognitivo leve (DCL) fue incluida en el estudio, con 26 bilingües y 42 monolingües. Se recogieron imágenes 3D de resonancia magnética a partir de las cuales se compararon los volúmenes de sustancia gris de ambos grupos. Resultados: Bilingües y monolingües no mostraron diferencias significativas en variables demográficas ni en rendimiento cognitivo en pruebas psicológicas. Sin embargo, los bilingües mostraron menor volumen de sustancia gris (mayor atrofia cerebral) que los monolingües en las siguientes áreas: precuneus izquierdo, área de Wernicke izquierda, ínsula/giro de Heschl bilateral y vermis cerebelar bilateral. Conclusión: Los bilingües, con la misma edad, nivel educativo y manifestación de síntomas de la enfermedad, muestran mayor atrofia de sustancia gris que los monolingües en áreas relevantes para la EA. Esto sugiere que el bilingüismo actúa como un factor protector de la demencia, ya que requiere mayor atrofia cerebral para llegar al mismo estado patológico. Introduction: Evidence from previous studies suggests that bilingualism is one of the factors which contributes to cognitive reserve, by showing that bilingual individuals manifest symptoms of Alzheimer’s disease (AD) significantly later than monolinguals. Other evidences revealed that bilinguals show greater amounts of atrophy or hypometabolism compared to monolinguals, despite having the same diagnosis of AD and similar symptoms. However, these previous studies included samples in which bilinguals and monolinguals showed differences in education, immigration and/or socioeconomic status. The aim of this work was to investigate the neural bases of these putative protective effects of bilingualism. Methods: A sample of 68 patients with mild cognitive impairment (MCI), 26 bilinguals and 42 monolinguals, was included in the study. Whole-brain 3-D magnetic resonance images were collected in order to compare the gray matter volume of both groups. Results: Bilinguals and monolinguals showed no significant differences in sociodemographic variables nor cognitive performance in neuropsychological testing. However, bilinguals showed less gray matter volume (more brain atrophy) than monolinguals in the following areas: left precuneus, left Wernicke’s area, bilateral insula/Heschl’s gyrus and bilateral cerebellar vermis. Conclusion: Bilinguals with the same age, level of education and manifestation of symptoms as monolinguals, show higher levels of gray matter atrophy than monolinguals in relevant areas for AD. This suggests that bilingualism acts as a protective factor against dementia, since it requires more brain atrophy in order to get to the same pathological state.
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- 2019
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15. 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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16. 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
17. Sustained and transient gray matter volume changes after n-back training: A VBM study
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César Ávila, Víctor Costumero, María-Ángeles Palomar-García, Naiara Aguirre, Esteban Villar-Rodríguez, Elisenda Bueichekú, Jesús Adrián-Ventura, Lidón Marin-Marin, and Anna Miró-Padilla
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Working memory training ,Male ,medicine.medical_specialty ,Cognitive Neuroscience ,Posterior parietal cortex ,Experimental and Cognitive Psychology ,Audiology ,Neuropsychological Tests ,computer.software_genre ,Gray (unit) ,050105 experimental psychology ,03 medical and health sciences ,Behavioral Neuroscience ,Young Adult ,0302 clinical medicine ,CAT12 ,Voxel ,Gray matter changes ,N-back ,Neuroplasticity ,Image Processing, Computer-Assisted ,Medicine ,Humans ,Learning ,0501 psychology and cognitive sciences ,Transient (computer programming) ,Gray Matter ,n-back ,Brain plasticity ,Neuronal Plasticity ,business.industry ,05 social sciences ,Brain ,Voxel-based morphometry ,Organ Size ,Magnetic Resonance Imaging ,Memory, Short-Term ,N-back Voxel-based morphometry ,Female ,business ,computer ,Neuroscience ,030217 neurology & neurosurgery - Abstract
Working memory training causes functional adaptations in the brain, which include changes in activation and functional connectivity that remain stable over time. Few studies have investigated gray matter (GM) changes after working memory training, and they have produced heterogeneous results without clarifying the stable effects of training. The present study was designed to test for sustained and transient anatomic changes after only 200 min of working memory training. The voxel-based morphometry technique was used in order to investigate the GM changes produced by a brief single n-back training, immediately and 5 weeks after finishing it. The sample was composed by 59 human participants who underwent MRI scanning and were assigned to either a training group or a passive control group. Results showed sustained GM volume enlargement in the right superior parietal cortex and a transient GM decrease in the right putamen. The brain adaptation in the right superior parietal cortex was stronger in individuals who showed greater improvements in performance. The results provide further evidence that a brief working memory training is able to produce brain plasticity in structures related to the trained task. This work was supported by grants from Universitat Jaume I (P1•1B2013-63) and Ministerio de Economia y Competitividad (PSI2013-47504-R and PSI2016-78805-R). Authors J. Adrián-Ventura, E. Villar-Rodriguez, L. Marin-Marin and N. Aguirre were supported by a pre-doctoral graduate program grant (National FPU to J.A-V, L.M-M, E.V-R and N.A). In addition, this work was supported by a post-doctoral graduate program grant to V. Costumero, M-Á. Palomar-García and A. Miró-Padilla (Juan de la Cierva to V.C and postdoc-UJI to M-Á.P-G and A.M.P). Author E. Bueichekú was funded by a postdoctoral grant from the "Generalitat Valenciana (2018 APOSTD)" and the "European Social Fund (Investing in your future)".
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- 2020
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18. Sex differences in gray matter volume: how many and how large are they really?
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Jesús Adrián-Ventura, M.V. Ibáñez-Gual, Cristina Forn, Álvaro Javier Gómez-Cruz, Naiara Aguirre, César Ávila, Carla Sanchis-Segura, and This research was supported by a grant (PSI2015–67285-R) provided by Ministerio de Educación, Cultura y Deporte to CF and by a grant (UJI B2017–05) awarded to CS-S. These funding sources did not play any role in designing the study or in the collection, analysis, and interpretation of the data.
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0301 basic medicine ,Adult ,Male ,Adolescent ,effect size ,Gray matter volume ,lcsh:Medicine ,Biology ,Effect size ,Gray (unit) ,lcsh:Physiology ,Gender Studies ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Endocrinology ,Intracranial volume ,Linear regression ,Gender differences ,Humans ,gray matter volume ,Gray Matter ,Sex Characteristics ,lcsh:QP1-981 ,Research ,lcsh:R ,Confounding ,Human physiology ,Middle Aged ,Sex-sameness ,TIV-adjustment ,030104 developmental biology ,gender differences ,Multiple comparisons problem ,sex-sameness ,Female ,030217 neurology & neurosurgery ,Demography ,MRI - Abstract
Background Studies assessing volumetric sex differences have provided contradictory results. Total intracranial volume (TIV) is a major confounding factor when estimating local volumes of interest (VOIs). We investigated how the number, size, and direction of sex differences in gray matter volume (GMv) vary depending on how TIV variation is statistically handled. Methods Sex differences in the GMv of 116 VOIs were assessed in 356 participants (171 females) without correcting for TIV variation or after adjusting the data with 5 different methods (VBM8 non-linear-only modulation, proportions, power-corrected-proportions, covariation, and the residuals method). The outcomes obtained with these procedures were compared to each other and to those obtained in three criterial subsamples, one comparing female-male pairs matched on their TIV and two others comparing groups of either females or males with large/small TIVs. Linear regression was used to quantify TIV effects on raw GMv and the efficacy of each method in controlling for them. Results Males had larger raw GMv than females in all brain areas, but these differences were driven by direct TIV-VOIs relationships and more closely resembled the differences observed between individuals with large/small TIVs of sex-specific subsamples than the sex differences observed in the TIV-matched subsample. All TIV-adjustment methods reduced the number of sex differences but their results were very different. The VBM8- and the proportions-adjustment methods inverted TIV-VOIs relationships and resulted in larger adjusted volumes in females, promoting sex differences largely attributable to TIV variation and very distinct from those observed in the TIV-matched subsample. The other three methods provided results unrelated to TIV and very similar to those of the TIV-matched subsample. In these datasets, sex differences were bidirectional and achieved satisfactory replication rates in 19 VOIs, but they were “small” (d
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- 2019
19. Repeated Working Memory Training Improves Task Performance and Neural Efficiency in Multiple Sclerosis Patients and Healthy Controls
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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.
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- 2019
20. Cingulate cortical thinning as an early marker of brain damage & cognitive impairment in early diagnosed Multiple Sclerosis patients
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Cruz-Gómez, Alvaro Javier, Díaz, Lucía Forero, Soto, Elena Lozano, López, Raúl Rashid, Moya, Miguel, Naiara Aguirre, Forn, Cristina, Cano, Fátima Cano, and Gonzalez-Rosa, Javier J.
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- 2019
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21. 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.
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- 2018
22. 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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