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Long H, Wu H, Sun C, Xu X, Yang XH, Xiao J, Lv M, Chen Q, Fan M. Biological mechanism of sex differences in mental rotation: Evidence from multimodal MRI, transcriptomic and receptor/transporter data. Neuroimage 2024; 304:120955. [PMID: 39586343 DOI: 10.1016/j.neuroimage.2024.120955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2024] [Revised: 11/21/2024] [Accepted: 11/22/2024] [Indexed: 11/27/2024] Open
Abstract
Sex differences in mental rotation are a well-documented phenomenon in cognitive research, with implications for the differing prevalence of neuropsychiatric disorders such as autism spectrum disorder (ASD), Alzheimer's disease (AD) and major depressive disorder (MDD) between the sexes. Despite extensive documentation, the biological mechanism underpinning these differences remain elusive. This study aimed to elucidate neural, genetic, and molecular bases of these disparities in mental rotation by integrating data from multimodal magnetic resonance imaging (MRI), transcriptomic and receptor/transporter. We first calculated the dynamic regional homogeneity (dReHo), gray matter volume (GMV) and fractional anisotropy (FA) in voxel-wise manner and parceled them into 246 brain regions based on Brainnetome Atlas. Subsequent analyses involved Pearson Correlations to examine the association between mental rotation performance and dReHo/GMV/FA and two-sample t-tests to delineate gender differences in these indices. Based on the above results, further mediation analysis was conducted to explore the relationship between sex, brain biomarkers and mental rotation. In addition, transcriptome-neuroimaging association analysis and correlation analysis between brain biomarkers and neurotransmitter receptor/transporter distribution were also performed to uncover genetic and molecular mechanisms contributing to the observed sex differences in mental rotation. We found correlations between mental rotation performance and dReHo, GMV and FA of the inferior parietal lobule (IPL) and superior temporal gyrus (STG) and sex effects on these brain biomarkers. Notably, the dReHo of the left IPL mediated the relationship between sex and mental rotation. Further correlation analysis revealed that the proton-coupled oligopeptide transporter PEPT2 (SLC15A2) and interleukin 17 receptor D (IL17RD) were associated with sex-related t-statistic maps and mental rotation-related r-statistic maps of dReHo. Moreover, γ-aminobutyric acid subtype A (GABAA) receptor availability was correlated with the r-statistic of dReHo, while norepinephrine transporter (NET) availability was correlated with its t-statistic. Serial mediation models revealed the indirect effect of these genes on the r-statistic maps through the transporter/receptor and t-statistic maps. Our findings provide novel insights into the biological mechanism underlying sex differences in mental rotation, identifying potential biomarkers for cognitive impairment and explaining variations in prevalence of certain mental disorders between the sexes. These results highlight the necessity of considering sex in research on mental health disorders.
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Affiliation(s)
- Haixia Long
- College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China
| | - Hao Wu
- College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China
| | - Chaoliang Sun
- Zhejiang Lab, Zhongtai Street, Yuhang District, Hangzhou 311100, China
| | - Xinli Xu
- College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China
| | - Xu-Hua Yang
- College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China
| | - Jie Xiao
- College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China
| | - Mingqi Lv
- College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou 310023, China
| | - Qiuju Chen
- School of Design and Architecture, Zhejiang University of Technology, Hangzhou 310023, China
| | - Ming Fan
- Institute of Biomedical Engineering and Instrumentation, Hangzhou Dianzi University, Hangzhou 310018, China.
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Marrero H, Yagual SN, Lemus A, García-Marco E, Díaz JM, Gámez E, Urrutia M, Beltrán D. Social approach and avoidance in language: N400-like ERP negativity indexes congruency and theta rhythms the conflict. Cereb Cortex 2023; 33:1300-1309. [PMID: 35368078 DOI: 10.1093/cercor/bhac136] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 03/13/2022] [Accepted: 03/14/2022] [Indexed: 11/14/2022] Open
Abstract
Motivational congruency has been examined using tasks where participants perform approach or avoidance movements towards socially positive or negative faces. Language is tightly intertwined with interpersonal cognition. Thus, similar situations could be represented by means of language in interpersonal contexts: adjectives furnish valence to people (e.g. someone is cordial or arrogant), and attitudinal verbs define direction to relationship-actions: approach-avoidance (e.g. accept vs. reject). In an Electroencephalography (EEG) study, 40 participants were presented with sentences where a character was valenced (e.g. "Arthur is cordial/arrogant") before being the target of a relationship-actions ("Grisela welcomed/ignored Arthur at the party"). We analyzed both Event-related potential (ERP) amplitude and time-frequency power in response to the attitudinal verb. For ERP amplitudes, we found a significant cluster between 280 and 370 ms, covering part of the development of a N400-like ERP component. This cluster reflects an interaction driven by congruency between motivational direction and target valence. Likewise, time-frequency power analysis revealed an enhancement of theta rhythms under incongruent conditions, most likely indexing conflict processing. Results support that relationship-actions are represented as approach and avoidance and thus involve conflict processing and resolution of incongruent situations. Implications for the interweaving of affective language and social cognition within Embodiment Simulation Theory are discussed.
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Affiliation(s)
- Hipólito Marrero
- Instituto Universitario de Neurociencias. Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain
| | - Sara Nila Yagual
- Instituto Universitario de Neurociencias. Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain.,Facultad de Ciencias Sociales y de la Salud, Universidad Estatal Península de Santa Elena (UPSE), La Libertad Santa Elena, Provincia de Santa Elena EC240250, Ecuador
| | - Alejandro Lemus
- Instituto Universitario de Neurociencias. Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain
| | - Enrique García-Marco
- Departamento de Psicología Cognitiva, Social y Organizacional, Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain.,Instituto Universitario de Neurociencias. Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain.,Facultad de Ciencias de La Salud, Universidad Europea de Canarias, 38300 La Orotava, Spain
| | - Jose Miguel Díaz
- Departamento de Psicología Cognitiva, Social y Organizacional, Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain.,Instituto Universitario de Neurociencias. Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain
| | - Elena Gámez
- Departamento de Psicología Cognitiva, Social y Organizacional, Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain.,Instituto Universitario de Neurociencias. Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain
| | - Mabel Urrutia
- Instituto Universitario de Neurociencias. Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain.,Facultad de Educación, Universidad de Concepción, Victor Lamas, Concepción 1290, Chile
| | - David Beltrán
- Instituto Universitario de Neurociencias. Universidad de La Laguna, 38071 San Cristóbal de La Laguna, Santa Cruz de Tenerife, Spain.,Departamento de Psicología Básica I, Universidad Nacional de Educación a Distancia, Ciudad Universitaria, 28040 Madrid, Spain
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Nuez A, Padrón I, Reyes-Moreno C, Marrero H. Effect of transcranialdirect current stimulation on the right brain temporal area on processing approach and avoidance attitudes with negation. Front Hum Neurosci 2022; 16:971051. [DOI: 10.3389/fnhum.2022.971051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 10/17/2022] [Indexed: 11/12/2022] Open
Abstract
Language describes approach/avoidance intentionality by means of attitudinal verbs (e.g., accept vs. reject). The right superior temporal sulcus (rSTS) has been shown to be recruited in processing action goals and approach intentionality in social contexts. In this study, we examine whether transcranial direct current stimulation (tDCS) of this area improves the processing of attitudinal verbs (either of approach or avoidance) in the context of affirmative and negative sentences [e.g., Julio (did not)/included meat on the grocery list]. After being subjected to tDCS, 46 participants were given sentences for passive reading. Sentences were displayed in segments with a fixed time of exposition, and a verb, either the one mentioned in the sentence or an alternative one was displayed 1,500 ms after the sentence (e.g., included vs. excluded, in the example). Participants were told to read them and then press the space bar to continue the experiment. Results showed shorter latencies for approach verbs that were either mentioned in approach sentences or the alternatives in avoidance sentences, both in affirmative and negative versions under anodal conditions compared to sham conditions. Thus, the anodal stimulation of rSTS affected the accessibility of approach verbs that were not modulated either by being mentioned or by sentence polarity. In addition, mentioned verbs had shorter reading times than the alternative ones in negative sentences in the anodal vs. sham condition. This suggests that stimulation caused an effect of negation in the activation of the mentioned verb. Implications are discussed in the context of the role of the rSTS in processing attitudinal verbs and negation to understand better approach and avoidance mediated by language in the framework of the two-step model of negation processing.
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Enhancing Memory for Relationship Actions by Transcranial Direct Current Stimulation of the Superior Temporal Sulcus. Brain Sci 2020; 10:brainsci10080497. [PMID: 32751341 PMCID: PMC7463881 DOI: 10.3390/brainsci10080497] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 07/24/2020] [Accepted: 07/27/2020] [Indexed: 11/17/2022] Open
Abstract
We examine the effect of transcranial direct current stimulation (tDCS) of right superior temporal sulcus (rSTS) in memorization of approach/avoidance relationship-action sentences; for example, “Alejandro accepted/rejected Marta in his group.” Sixty-five university students participated in a tDCS study, in which a between-subjects design was adopted. Sixty-four participants were also given the behavioral approach system (BAS) and behavioral inhibition system (BIS) scales. Participants were subjected to 20 min of stimulation: anodal (N = 24), cathodal (N = 21), or sham (N = 20); subsequently, they were given a list of 40 sentences (half approach and half avoidance) and told to try to memorize them. Finally, they performed a changed/same memory task (half the sentences were the “same” and half were “changed”). Previously, we had examined performance in the memory task without tDCS with another group of participants (N = 20). We found that anodal stimulation improved d’ index of discriminability (hits-false alarms) compared to sham and cathodal conditions for both approach and avoidance sentences. Moreover, the comparison between anodal and task-alone performance showed that stimulation improved d’ index of approach sentences more, as task-alone performance showed better discrimination for avoidance than for approach. Likewise, we explored a potential modulation of tDCS effect by (BAS) and (BIS) traits. We found that d’ index improvement in anodal stimulation condition only benefited low BAS and low BIS participants. Implications of these results are discussed in the context of rSTS function in encoding and memorizing verbally described intentional relationship-actions and the role of individual differences on modulating tDCS effect.
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