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Ma Y, Zou Y, Liu X, Chen T, Kemp GJ, Gong Q, Wang S. Social intelligence mediates the protective role of resting-state brain activity in the social cognition network against social anxiety. PSYCHORADIOLOGY 2024; 4:kkae009. [PMID: 38799033 PMCID: PMC11119848 DOI: 10.1093/psyrad/kkae009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 04/02/2024] [Accepted: 04/23/2024] [Indexed: 05/29/2024]
Abstract
Background Social intelligence refers to an important psychosocial skill set encompassing an array of abilities, including effective self-expression, understanding of social contexts, and acting wisely in social interactions. While there is ample evidence of its importance in various mental health outcomes, particularly social anxiety, little is known on the brain correlates underlying social intelligence and how it can mitigate social anxiety. Objective This research aims to investigate the functional neural markers of social intelligence and their relations to social anxiety. Methods Data of resting-state functional magnetic resonance imaging and behavioral measures were collected from 231 normal students aged 16 to 20 years (48% male). Whole-brain voxel-wise correlation analysis was conducted to detect the functional brain clusters related to social intelligence. Correlation and mediation analyses explored the potential role of social intelligence in the linkage of resting-state brain activities to social anxiety. Results Social intelligence was correlated with neural activities (assessed as the fractional amplitude of low-frequency fluctuations, fALFF) among two key brain clusters in the social cognition networks: negatively correlated in left superior frontal gyrus (SFG) and positively correlated in right middle temporal gyrus. Further, the left SFG fALFF was positively correlated with social anxiety; brain-personality-symptom analysis revealed that this relationship was mediated by social intelligence. Conclusion These results indicate that resting-state activities in the social cognition networks might influence a person's social anxiety via social intelligence: lower left SFG activity → higher social intelligence → lower social anxiety. These may have implication for developing neurobehavioral interventions to mitigate social anxiety.
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Affiliation(s)
- Yingqiao Ma
- Department of Radiology and Huaxi MR Research Center (HMRRC), Functional and Molecular lmaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
| | - Yuhan Zou
- Department of Psychiatry, University of Cambridge, Cambridgeshire, United Kingdom
| | - Xiqin Liu
- Department of Radiology and Huaxi MR Research Center (HMRRC), Functional and Molecular lmaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
| | - Taolin Chen
- Department of Radiology and Huaxi MR Research Center (HMRRC), Functional and Molecular lmaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - Graham J Kemp
- Liverpool Magnetic Resonance Imaging Centre (LiMRIC) and Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool L69 3BX, United Kingdom
| | - Qiyong Gong
- Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, China
| | - Song Wang
- Department of Radiology and Huaxi MR Research Center (HMRRC), Functional and Molecular lmaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu, China
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
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2
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Wang S, Zhao Y, Li J. True grit and brain: Trait grit mediates the connection of DLPFC functional connectivity density to posttraumatic growth following COVID-19. J Affect Disord 2023; 325:313-320. [PMID: 36627056 PMCID: PMC9824952 DOI: 10.1016/j.jad.2023.01.022] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 12/21/2022] [Accepted: 01/04/2023] [Indexed: 01/09/2023]
Abstract
BACKGROUND There is increasing interest in identifying factors to predict posttraumatic growth (PTG), a positive psychological response following traumatic events (e.g., the COVID-19 pandemic). Grit, a psychological trait of perseverance and passion to pursue long-term goals, has emerged as a promising predictor for PTG. This study aimed to examine the functional connectivity markers of grit and the potential brain-grit mechanism in predicting PTG. METHODS Baseline brain imaging scans and grit scale and other controlling measures were administered in 100 normal young adults before the COVID-19 pandemic, and follow-up PTG measurement was obtained during the period of community-level outbreak. Whole-brain correlation analysis and prediction analysis were used to identify the brain regions whose functional connectivity density (FCD) related to individuals' grit scores. Mediation analyses were performed to explore the mediation relation between FCD, grit and PTG. RESULTS Grit was positively related to FCD in the right dorsolateral prefrontal cortex (DLPFC), a core hub implicated in self-regulation and reward-motivation processes. Furthermore, grit mediated the effect of right DLPFC FCD on COVID-related PTG. These results survived controlling for self-control and family socioeconomic status. LIMITATIONS Our study is limited by only one-session neuroimaging data and self-reported behavioral measures in a sample of normal adults. CONCLUSIONS This study indicates grit and right DLPFC FCD as neuropsychological contributors for the development of PTG. It deepens our understanding of the neural bases of grit, and may have clinical potential to develop targeted brain interventions aimed at improving grit to raise PTG and mental health during the pandemic.
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Affiliation(s)
- Song Wang
- College of Teacher Education, Dali University, Dali, China; West China Hospital of Sichuan University, Chengdu, China.
| | - Yajun Zhao
- School of Education and Psychology, Southwest Minzu University, Chengdu, China
| | - Jingguang Li
- College of Teacher Education, Dali University, Dali, China.
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3
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Wang S, Zhao Y, Wang X, Yang X, Cheng B, Pan N, Suo X, Gong Q. Emotional intelligence mediates the association between middle temporal gyrus gray matter volume and social anxiety in late adolescence. Eur Child Adolesc Psychiatry 2021; 30:1857-1869. [PMID: 33011842 DOI: 10.1007/s00787-020-01651-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Accepted: 09/18/2020] [Indexed: 12/17/2022]
Abstract
As a common mental health problem, social anxiety refers to the fear and avoidance of interacting in social or performance situations, which plays a crucial role in many health and social problems. Although a growing body of studies has explored the neuroanatomical alterations related to social anxiety in clinical patients, far fewer have examined the association between social anxiety and brain morphology in the general population, which may help us understand the neural underpinnings of social anxiety more comprehensively. Here, utilizing a voxel-based morphometry approach via structural magnetic resonance imaging, we investigated brain gray matter correlates of social anxiety in 231 recent graduates of the same high school grade. We found that social anxiety was positively associated with gray matter volume in the right middle temporal gyrus (MTG), which is a core brain area for cognitive processing of emotions and feelings. Critically, emotional intelligence mediated the impact of right MTG volume on social anxiety. Notably, our results persisted even when controlling for the effects of general anxiety and depression. Altogether, our research reveals right MTG gray matter volume as a neurostructural correlate of social anxiety in a general sample of adolescents and suggests a potential indirect effect of emotional intelligence on the association between gray matter volume and social anxiety.
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Affiliation(s)
- Song Wang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.,Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China.,Functional and Molecular Imaging Key Laboratory of Sichuan Province, Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Yajun Zhao
- School of Education and Psychology, Southwest Minzu University, Chengdu, China
| | - Xiuli Wang
- Functional and Molecular Imaging Key Laboratory of Sichuan Province, Department of Radiology, West China Hospital of Sichuan University, Chengdu, China
| | - Xun Yang
- School of Public Affairs, Chongqing University, Chongqing, China
| | - Bochao Cheng
- Department of Radiology, West China Second University Hospital of Sichuan University, Chengdu, China
| | - Nanfang Pan
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.,Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - Xueling Suo
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.,Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, China. .,Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, China. .,Functional and Molecular Imaging Key Laboratory of Sichuan Province, Department of Radiology, West China Hospital of Sichuan University, Chengdu, China.
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4
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Is sexual trauma a risk factor for functional (psychogenic) seizures? Neurosci Biobehav Rev 2021; 128:58-63. [PMID: 34119526 DOI: 10.1016/j.neubiorev.2021.06.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 06/02/2021] [Accepted: 06/08/2021] [Indexed: 11/21/2022]
Abstract
The relationship between functional seizures (FS) and sexual trauma has received attention in many previous studies. However, the mechanisms underlying this relationship have not been elucidated yet. The purpose of this narrative review is to explore and speculate on the underpinning neurobiological mechanisms for the association and link between sexual trauma and functional seizures. While existence of a causal relationship between a history of sexual trauma and functional seizures is plausible, it should be viewed and treated as a hypothesis. In explaining this hypothesis, we can speculate that interactions between genetic factors and a history of sexual trauma may contribute to the risk of experiencing functional seizures. Childhood sexual trauma may lead to structural and functional connectivity changes in the brain and dysregulation of the biological stress systems, particularly in women. These neurobiological changes speculatively may predispose patients to functional seizures later in life. Importantly, a history of sexual trauma has many other implications beyond the predisposition towards FS.
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5
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Anzellotti F, Dono F, Evangelista G, Di Pietro M, Carrarini C, Russo M, Ferrante C, Sensi SL, Onofrj M. Psychogenic Non-epileptic Seizures and Pseudo-Refractory Epilepsy, a Management Challenge. Front Neurol 2020; 11:461. [PMID: 32582005 PMCID: PMC7280483 DOI: 10.3389/fneur.2020.00461] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 04/29/2020] [Indexed: 12/11/2022] Open
Abstract
Psychogenic nonepileptic seizures (PNES) are neurobehavioral conditions positioned in a gray zone, not infrequently a no-man land, that lies in the intersection between Neurology and Psychiatry. According to the DSM 5, PNES are a subgroup of conversion disorders (CD), while the ICD 10 classifies PNES as dissociative disorders. The incidence of PNES is estimated to be in the range of 1.4-4.9/100,000/year, and the prevalence range is between 2 and 33 per 100,000. The International League Against Epilepsy (ILAE) has identified PNES as one of the 10 most critical neuropsychiatric conditions associated with epilepsy. Comorbidity between epilepsy and PNES, a condition leading to "dual diagnosis," is a serious diagnostic and therapeutic challenge for clinicians. The lack of prompt identification of PNES in epileptic patients can lead to potentially harmful increases in the dosage of anti-seizure drugs (ASD) as well as erroneous diagnoses of refractory epilepsy. Hence, pseudo-refractory epilepsy is the other critical side of the PNES coin as one out of four to five patients admitted to video-EEG monitoring units with a diagnosis of pharmaco-resistant epilepsy is later found to suffer from non-epileptic events. The majority of these events are of psychogenic origin. Thus, the diagnostic differentiation between pseudo and true refractory epilepsy is essential to prevent actions that lead to unnecessary treatments and ASD-related side effects as well as produce a negative impact on the patient's quality of life. In this article, we review and discuss recent evidence related to the neurobiology of PNES. We also provide an overview of the classifications and diagnostic steps that are employed in PNES management and dwell on the concept of pseudo-resistant epilepsy.
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Affiliation(s)
| | - Fedele Dono
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy.,Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology (CAST), University G. d'Annunzio of Chieti-Pescara, Chieti, Italy
| | - Giacomo Evangelista
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Martina Di Pietro
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Claudia Carrarini
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy.,Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology (CAST), University G. d'Annunzio of Chieti-Pescara, Chieti, Italy
| | - Mirella Russo
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy.,Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology (CAST), University G. d'Annunzio of Chieti-Pescara, Chieti, Italy
| | - Camilla Ferrante
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy
| | - Stefano L Sensi
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy.,Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology (CAST), University G. d'Annunzio of Chieti-Pescara, Chieti, Italy.,Institute for Mind Impairments and Neurological Disorders, University of California, Irvine, Irvine, CA, United States
| | - Marco Onofrj
- Department of Neuroscience, Imaging and Clinical Science, "G. D'Annunzio" University of Chieti-Pescara, Chieti, Italy.,Behavioral Neurology and Molecular Neurology Units, Center for Advanced Studies and Technology (CAST), University G. d'Annunzio of Chieti-Pescara, Chieti, Italy
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6
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Mao Y, Meng J, Ding C, Wei D, Zhang J, Qiu J. The important role of dACC in shyness. Brain Imaging Behav 2019; 13:1756-1765. [DOI: 10.1007/s11682-018-0016-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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7
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Asadi-Pooya AA, Bahrami Z. Auras in psychogenic nonepileptic seizures. Seizure 2019; 69:215-217. [DOI: 10.1016/j.seizure.2019.05.012] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 05/07/2019] [Accepted: 05/12/2019] [Indexed: 11/24/2022] Open
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8
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Xu R, Poole KL, Van Lieshout RJ, Saigal S, Schmidt LA. Shyness and sociability among extremely low birth weight survivors in the third and fourth decades of life: Associations with relationship status. J Pers 2018; 87:231-239. [DOI: 10.1111/jopy.12385] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2017] [Revised: 01/28/2018] [Accepted: 03/26/2018] [Indexed: 01/18/2023]
Affiliation(s)
- Richard Xu
- Department of Psychology, Neuroscience & BehaviourMcMaster UniversityHamilton Ontario Canada
| | - Kristie L. Poole
- Department of Psychology, Neuroscience & BehaviourMcMaster UniversityHamilton Ontario Canada
| | - Ryan J. Van Lieshout
- Department of Psychiatry and Behavioural NeurosciencesMcMaster UniversityHamilton Ontario Canada
| | - Saroj Saigal
- Department of PediatricsMcMaster UniversityHamilton Ontario Canada
| | - Louis A. Schmidt
- Department of Psychology, Neuroscience & BehaviourMcMaster UniversityHamilton Ontario Canada
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9
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Li CSR, Zhang S, Hung CC, Chen CM, Duann JR, Lin CP, Lee TSH. Depression in chronic ketamine users: Sex differences and neural bases. Psychiatry Res 2017; 269:1-8. [PMID: 28892733 PMCID: PMC5634929 DOI: 10.1016/j.pscychresns.2017.09.001] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2017] [Revised: 06/16/2017] [Accepted: 09/01/2017] [Indexed: 01/10/2023]
Abstract
Chronic ketamine use leads to cognitive and affective deficits including depression. Here, we examined sex differences and neural bases of depression in chronic ketamine users. Compared to non-drug using healthy controls (HC), ketamine-using females but not males showed increased depression score as assessed by the Center of Epidemiological Studies Depression Scale (CES-D). We evaluated resting state functional connectivity (rsFC) of the subgenual anterior cingulate cortex (sgACC), a prefrontal structure consistently implicated in the pathogenesis of depression. Compared to HC, ketamine users (KU) did not demonstrate significant changes in sgACC connectivities at a corrected threshold. However, in KU, a linear regression against CES-D score showed less sgACC connectivity to the orbitofrontal cortex (OFC) with increasing depression severity. Examined separately, male and female KU showed higher sgACC connectivity to bilateral superior temporal gyrus and dorsomedial prefrontal cortex (dmPFC), respectively, in correlation with depression. The linear correlation of sgACC-OFC and sgACC-dmPFC connectivity with depression was significantly different in slope between KU and HC. These findings highlighted changes in rsFC of the sgACC as associated with depression and sex differences in these changes in chronic ketamine users.
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Affiliation(s)
- Chiang-Shan R Li
- Department of Psychiatry, Yale University, New Haven, CT, USA; Department of Neuroscience, Yale University, New Haven, CT, USA; Beijing Huilongguan Hospital, Beijing, China.
| | - Sheng Zhang
- Department of Psychiatry, Yale University, New Haven, CT, USA
| | - Chia-Chun Hung
- Bali Psychiatric Center, Ministry of Health and Welfare, Taiwan
| | - Chun-Ming Chen
- Department of Radiology, China Medical University Hospital, Taichung, Taiwan
| | - Jeng-Ren Duann
- Institute of Cognitive Neuroscience, National Central University, Taoyuan, Taiwan; Institute for Neural Computation, University of California San Diego, La Jolla, CA, USA
| | - Ching-Po Lin
- Institute of Neuroscience, National Yang Ming University, Taipei, Taiwan
| | - Tony Szu-Hsien Lee
- Department of Health Promotion and Health Education, National Taiwan Normal University, Taipei, Taiwan.
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10
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Yang X, Zhou M, Lama S, Chen L, Hu X, Wang S, Chen T, Shi Y, Huang X, Gong Q. Intrinsic Brain Activity Responsible for Sex Differences in Shyness and Social Anxiety. Front Behav Neurosci 2017; 11:43. [PMID: 28348521 PMCID: PMC5346560 DOI: 10.3389/fnbeh.2017.00043] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2016] [Accepted: 02/27/2017] [Indexed: 02/05/2023] Open
Abstract
Male and female show significant differences in important behavioral features such as shyness, yet the neural substrates of these differences remain poorly understood. Previous neuroimaging studies have demonstrated that both shyness and social anxiety in healthy subjects are associated with increased activation in the fronto-limbic and cognitive control areas. However, it remains unknown whether these brain abnormalities would be shared by different genders. Therefore, in the current study, we used resting-state fMRI (r-fMRI) to investigate sex differences in intrinsic cerebral activity that may contribute to shyness and social anxiety. Sixty subjects (28 males, 32 females) participated in r-fMRI scans, and the amplitude of low-frequency fluctuations (ALFF) and fractional ALFF (fALFF) were used to measure the spontaneous regional cerebral activity in all subjects. We first compared the differences between male and female both in the ALFF and fALFF and then we also examined the whole brain correlation between the ALFF/fALFF and the severity of shyness as well as social anxiety by genders. Referring to shyness measure, we found a significant positive correlation between shyness scores (CBSS) and ALFF/fALFF value in the frontoparietal control network and a negative correlation in the cingulo-insular network in female; while in male, there is no such correlation. For the social anxiety level, we found positive correlations between Leibowitz Social Anxiety Scale (LSAS) scores and spontaneous activity in the frontal-limbic network in male and negative correlation between the frontal-parietal network; however, such correlation was not prominent in female. This pattern suggests that shy female individuals engaged a proactive control process, driven by a positive association with activity in frontoparietal network and negative association in cingulo-insular network, whereas social anxiety males relied more on a reactive control process, driven by a positive correlation of frontal-limbic network and negative correlation of frontoparietal network. Our results reveal that shyness or social anxiety is associated with disrupted spontaneous brain activity patterns and that these patterns are influenced by sex.
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Affiliation(s)
- Xun Yang
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan UniversityChengdu, China; Department of Sociality and Psychology, Southwest University for NationalitiesChengdu, China
| | - Ming Zhou
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University Chengdu, China
| | - Sunima Lama
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University Chengdu, China
| | - Lizhou Chen
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University Chengdu, China
| | - Xinyu Hu
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University Chengdu, China
| | - Song Wang
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University Chengdu, China
| | - Taolin Chen
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University Chengdu, China
| | - Yan Shi
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University Chengdu, China
| | - Xiaoqi Huang
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University Chengdu, China
| | - Qiyong Gong
- Huaxi MR Research Center, Department of Radiology, West China Hospital of Sichuan University Chengdu, China
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11
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Mayne BT, Bianco-Miotto T, Buckberry S, Breen J, Clifton V, Shoubridge C, Roberts CT. Large Scale Gene Expression Meta-Analysis Reveals Tissue-Specific, Sex-Biased Gene Expression in Humans. Front Genet 2016; 7:183. [PMID: 27790248 PMCID: PMC5062749 DOI: 10.3389/fgene.2016.00183] [Citation(s) in RCA: 81] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2016] [Accepted: 09/27/2016] [Indexed: 12/29/2022] Open
Abstract
The severity and prevalence of many diseases are known to differ between the sexes. Organ specific sex-biased gene expression may underpin these and other sexually dimorphic traits. To further our understanding of sex differences in transcriptional regulation, we performed meta-analyses of sex biased gene expression in multiple human tissues. We analyzed 22 publicly available human gene expression microarray data sets including over 2500 samples from 15 different tissues and 9 different organs. Briefly, by using an inverse-variance method we determined the effect size difference of gene expression between males and females. We found the greatest sex differences in gene expression in the brain, specifically in the anterior cingulate cortex, (1818 genes), followed by the heart (375 genes), kidney (224 genes), colon (218 genes), and thyroid (163 genes). More interestingly, we found different parts of the brain with varying numbers and identity of sex-biased genes, indicating that specific cortical regions may influence sexually dimorphic traits. The majority of sex-biased genes in other tissues such as the bladder, liver, lungs, and pancreas were on the sex chromosomes or involved in sex hormone production. On average in each tissue, 32% of autosomal genes that were expressed in a sex-biased fashion contained androgen or estrogen hormone response elements. Interestingly, across all tissues, we found approximately two-thirds of autosomal genes that were sex-biased were not under direct influence of sex hormones. To our knowledge this is the largest analysis of sex-biased gene expression in human tissues to date. We identified many sex-biased genes that were not under the direct influence of sex chromosome genes or sex hormones. These may provide targets for future development of sex-specific treatments for diseases.
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Affiliation(s)
- Benjamin T Mayne
- Robinson Research Institute, University of AdelaideAdelaide, SA, Australia; Adelaide Medical School, University of AdelaideAdelaide, SA, Australia
| | - Tina Bianco-Miotto
- Robinson Research Institute, University of AdelaideAdelaide, SA, Australia; School of Agriculture, Food and Wine, Waite Research Institute, University of AdelaideAdelaide, SA, Australia
| | - Sam Buckberry
- Harry Perkins Institute of Medical Research, The University of Western AustraliaPerth, WA, Australia; Plant Energy Biology, Australian Research Council Centre of Excellence, The University of Western AustraliaPerth, WA, Australia
| | - James Breen
- Robinson Research Institute, University of AdelaideAdelaide, SA, Australia; Bioinformatics Hub, School of Biological Sciences, University of AdelaideAdelaide, SA, Australia
| | - Vicki Clifton
- Mater Research Institute, University of Queensland Brisbane, QLD, Australia
| | - Cheryl Shoubridge
- Robinson Research Institute, University of AdelaideAdelaide, SA, Australia; Adelaide Medical School, University of AdelaideAdelaide, SA, Australia
| | - Claire T Roberts
- Robinson Research Institute, University of AdelaideAdelaide, SA, Australia; Adelaide Medical School, University of AdelaideAdelaide, SA, Australia
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12
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Asadi-Pooya AA. Psychogenic nonepileptic seizures and sex differences in stress responses. Epilepsia 2016; 57:853. [PMID: 27160800 DOI: 10.1111/epi.13350] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ali A Asadi-Pooya
- Jefferson Comprehensive Epilepsy Center, Department of Neurology, Thomas Jefferson University, Philadelphia, Pennsylvania, U.S.A.. .,Neurosciences Research Center, Shiraz Medical School, Shiraz University of Medical Sciences, Shiraz, Iran.
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13
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Asadi-Pooya AA. Biological underpinnings of psychogenic nonepileptic seizures: directions for future research. Neurol Sci 2016; 37:1033-8. [PMID: 26956567 DOI: 10.1007/s10072-016-2540-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Accepted: 02/25/2016] [Indexed: 12/15/2022]
Abstract
Psychogenic nonepileptic seizures (PNES) are relatively common occurrences in epilepsy centers, but their pathophysiology is still poorly understood. Research that elucidates the pathophysiology of PNES, including their neurobiological basis and biomarkers, may have important clinical implications. The literature provides some evidence that genetic factors, intrinsic factors, and environmental factors probably play a significant role as the biological underpinnings of PNES. Researchers may be able to learn more about the pathophysiology of PNES by investigating the effects of each of these factors on functional and structural brain connectivity.
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Affiliation(s)
- Ali A Asadi-Pooya
- Jefferson Comprehensive Epilepsy Center, Department of Neurology, Thomas Jefferson University, Philadelphia, USA. .,Neurosciences Research Center, Shiraz Medical School, Shiraz University of Medical Sciences, Shiraz, Iran.
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14
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Psychogenic nonepileptic seizures are predominantly seen in women: potential neurobiological reasons. Neurol Sci 2016; 37:851-5. [DOI: 10.1007/s10072-016-2481-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Accepted: 01/09/2016] [Indexed: 12/23/2022]
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