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Sayal A, Direito B, Sousa T, Singer N, Castelo-Branco M. Music in the loop: a systematic review of current neurofeedback methodologies using music. Front Neurosci 2025; 19:1515377. [PMID: 40092069 PMCID: PMC11906423 DOI: 10.3389/fnins.2025.1515377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 02/11/2025] [Indexed: 03/19/2025] Open
Abstract
Music, a universal element in human societies, possesses a profound ability to evoke emotions and influence mood. This systematic review explores the utilization of music to allow self-control of brain activity and its implications in clinical neuroscience. Focusing on music-based neurofeedback studies, it explores methodological aspects and findings to propose future directions. Three key questions are addressed: the rationale behind using music as a stimulus, its integration into the feedback loop, and the outcomes of such interventions. While studies emphasize the emotional link between music and brain activity, mechanistic explanations are lacking. Additionally, there is no consensus on the imaging or behavioral measures of neurofeedback success. The review suggests considering whole-brain neural correlates of music stimuli and their interaction with target brain networks and reward mechanisms when designing music-neurofeedback studies. Ultimately, this review aims to serve as a valuable resource for researchers, facilitating a deeper understanding of music's role in neurofeedback and guiding future investigations.
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Affiliation(s)
- Alexandre Sayal
- Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), University of Coimbra, Coimbra, Portugal
- Siemens Healthineers, Lisbon, Portugal
- Faculty of Sciences and Technology, University of Coimbra, Coimbra, Portugal
- Intelligent Systems Associate Laboratory (LASI), Guimarães, Portugal
| | - Bruno Direito
- Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), University of Coimbra, Coimbra, Portugal
- Intelligent Systems Associate Laboratory (LASI), Guimarães, Portugal
- Center for Informatics and Systems of the University of Coimbra (CISUC), University of Coimbra, Coimbra, Portugal
| | - Teresa Sousa
- Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), University of Coimbra, Coimbra, Portugal
- Intelligent Systems Associate Laboratory (LASI), Guimarães, Portugal
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Neomi Singer
- Sagol Brain Institute and the Department of Neurology, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel
| | - Miguel Castelo-Branco
- Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), University of Coimbra, Coimbra, Portugal
- Intelligent Systems Associate Laboratory (LASI), Guimarães, Portugal
- Faculty of Medicine, University of Coimbra, Coimbra, Portugal
- Institute for Nuclear Sciences Applied to Health (ICNAS), University of Coimbra, Coimbra, Portugal
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2
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Brattico E, Brusa A, Dietz M, Jacobsen T, Fernandes HM, Gaggero G, Toiviainen P, Vuust P, Proverbio AM. Beauty and the brain - Investigating the neural and musical attributes of beauty during naturalistic music listening. Neuroscience 2025; 567:308-325. [PMID: 39662529 DOI: 10.1016/j.neuroscience.2024.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 11/19/2024] [Accepted: 12/04/2024] [Indexed: 12/13/2024]
Abstract
Beauty judgments are common in daily life, but rarely studied in cognitive neuroscience. Here, in three studies, we searched for the neural mechanisms of musical beauty using a naturalistic free-listening paradigm applied to behavioral and neuroimaging recordings and validated by experts' judgments. In Study 1, 30 adults continuously rated the perceived beauty of three musical pieces using a motion sensor. This served to identify the musical passages that were inter-subjectively judged as more or less beautiful ('beautiful' vs. 'not-beautiful' passages). For identifying the consistent neural determinants of the perception of musical beauty, we utilized these ratings in Study 2, where 36 adults were recorded with functional magnetic resonance imaging (fMRI) while they listened attentively to the same pieces of Study 1. In Study 3, to identify the musicological features characterizing the beautiful and not-beautiful passages of Studies 1-2, we collected post-hoc questionnaires from 12 music-composition experts. Results from Study 2 evidenced focal activity in the orbitofrontal cortex when listening to beautiful passages whereas the not-beautiful passages were associated with bilateral supratemporal activity. Effective connectivity analysis discovered inhibition of auditory activation and neural communication with the right orbitofrontal cortex for listening to beautiful passages vs. intrinsic activation of auditory cortices and decreased coupling to orbitofrontal cortex for not-beautiful passages. Experts' questionnaires indicated that the beautiful passages were more melodic, calm, sad, slow, tonal, traditional, and simple than the ones rated negatively. In sum, we identified neural and psychological underpinnings of musical beauty, irrespectively of individual taste and listening biography.
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Affiliation(s)
- E Brattico
- Center for Music in the Brain (MIB), Institute of Clinical Medicine, Aarhus University & Royal Academy of Music Aarhus/Aalborg, Aarhus, Denmark; Department of Education, Psychology, Communication, University of Bari Aldo Moro, Italy.
| | - A Brusa
- University of Milano-Bicocca, Milano, Italy
| | - M Dietz
- Center of Functionally Integrative Neuroscience (CFIN), Institute of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - T Jacobsen
- Experimental Psychology Unit, Helmut Schmidt University / University of the Federal Armed Forces Hamburg, Germany
| | - H M Fernandes
- Center for Music in the Brain (MIB), Institute of Clinical Medicine, Aarhus University & Royal Academy of Music Aarhus/Aalborg, Aarhus, Denmark
| | - G Gaggero
- Department of Psychology and Cognitive Sciences, University of Trento, Rovereto, Italy
| | - P Toiviainen
- Centre of Excellence in Music, Mind, Body and Brain, Department of Music, Art and Culture Studies, University of Jyväskylä, Finland
| | - P Vuust
- Center for Music in the Brain (MIB), Institute of Clinical Medicine, Aarhus University & Royal Academy of Music Aarhus/Aalborg, Aarhus, Denmark
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3
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Luo Y, Yu Q, Wu S, Luo YJ. Distinct neural bases of visual art- and music-induced aesthetic experiences. Neuroimage 2025; 305:120962. [PMID: 39638082 DOI: 10.1016/j.neuroimage.2024.120962] [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: 06/30/2024] [Revised: 11/25/2024] [Accepted: 12/02/2024] [Indexed: 12/07/2024] Open
Abstract
Aesthetic experiences are characterized by a conscious, emotionally and hedonically rewarding perceptions of a stimulus's aesthetic qualities and are thought to arise from a unique combination of cognitive and affective processes. To pinpoint neural correlates of aesthetic experiences, in the present study, we performed a series of meta-analyses based on the existing functional Magnetic Resonance Imaging (fMRI) studies of art appreciation in visual art (34 experiments, 692 participants) and music (34 experiments, 718 participants). The Activation Likelihood Estimation (ALE) analyses showed that the frontal pole (FP), ventromedial prefrontal cortex (vmPFC), and inferior frontal gyrus (IFG) were commonly activated in visual-art-induced aesthetic experiences, whilst bilateral superior temporal gyrus (STG) and striatal areas were commonly activated in music appreciation. Additionally, task-independent Resting-state Functional Connectivity (RSFC), task-dependent Meta-analytical Connectivity Modelling (MACM) analyses, as well as Activation Network Modeling (ANM) further showed that visual art and music engaged quite distinct brain networks. Our findings support the domain-specific view of aesthetic appreciation and challenge the notion that there is a general "common neural currency" for aesthetic experiences across domains.
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Affiliation(s)
- Youjing Luo
- School of Psychology, Center for Brain Disorders and Cognitive Science, Shenzhen University, Shenzhen 518060, China; Department of Psychology, New York University, New York 10003, NY, USA; Department of Psychology, New York University Abu Dhabi, Abu Dhabi, UAE.
| | - Qianqian Yu
- School of Psychology, Center for Brain Disorders and Cognitive Science, Shenzhen University, Shenzhen 518060, China; Cognitive and Brain Function Laboratory, Shenzhen Mental Health Center/Shenzhen Kangning Hospital, Shenzhen, 518060, China
| | - Shuyi Wu
- School of Hotel and Tourism Management, The Hong Kong Polytechnic University, 17 Science Museum Road 818, TST East, Kowloon, Hong Kong SAR, PR China
| | - Yue-Jia Luo
- School of Psychology, Center for Brain Disorders and Cognitive Science, Shenzhen University, Shenzhen 518060, China; The State Key Lab of Cognitive and Learning, Faculty of Psychology, Beijing Normal University, Beijing 100875, China; Institute for Neuropsychological Rehabilitation, University of Health and Rehabilitation Sciences, Qingdao 266114, China.
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4
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Przysinda E, Shovestul B, Saxena A, Dong X, Reda S, Dudek E, Lamberti JS, Lalor E, Dodell-Feder D. Altered neural response to social awkwardness in schizophrenia spectrum disorders. Soc Cogn Affect Neurosci 2024; 19:nsae094. [PMID: 39657722 PMCID: PMC11669317 DOI: 10.1093/scan/nsae094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2023] [Revised: 09/24/2024] [Accepted: 12/03/2024] [Indexed: 12/12/2024] Open
Abstract
Individuals with a schizophrenia spectrum disorder (SSD) have difficulties with social information processing, including mental state attribution, or "theory of mind" (ToM). Prior work has shown that these difficulties are related to disruption to the neural network subserving ToM. However, few such studies utilize naturalistic stimuli that are more representative of daily social interaction. Here, SSD and non-SSD individuals underwent fMRI while watching The Office to better understand how the ToM network responds to dynamic and complex social information, such as socially awkward moments. We find that medial prefrontal cortex tracks less with moment-to-moment awkwardness in SSD individuals. We also find a broad decrease in functional connectivity in the ToM network in SSD. Furthermore, neural response during awkward moments and functional connectivity was associated with psychotic experiences and social functioning. These results suggest that during naturalistic, socially awkward moments where mental state attribution is critical, individuals with SSD fail to recruit key regions of the ToM network, possibly contributing to decreased social understanding and impaired functioning.
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Affiliation(s)
- Emily Przysinda
- University of Rochester School of Medicine and Dentistry, Rochester, NY 14642, United States
- Department of Neuroscience, University of Rochester Medical Center, Rochester, NY 14642, United States
| | - Bridget Shovestul
- Department of Psychology, University of Rochester, Rochester, NY 14627, United States
| | - Abhishek Saxena
- Department of Psychology, University of Rochester, Rochester, NY 14627, United States
| | - Xiaoyu Dong
- Department of Psychology, University of Rochester, Rochester, NY 14627, United States
| | - Stephanie Reda
- Department of Psychology, University of Rochester, Rochester, NY 14627, United States
| | - Emily Dudek
- Department of Psychology, University of Houston, Houston, TX 77204, United States
| | - J. Steven Lamberti
- Department of Psychiatry, University of Rochester Medical Center, Rochester, NY 14642, United States
| | - Edmund Lalor
- Department of Neuroscience, University of Rochester Medical Center, Rochester, NY 14642, United States
- Department of Biomedical Engineering, University of Rochester, Rochester, NY 14627, United States
| | - David Dodell-Feder
- Department of Neuroscience, University of Rochester Medical Center, Rochester, NY 14642, United States
- Department of Psychology, University of Rochester, Rochester, NY 14627, United States
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5
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Trost W, Trevor C, Fernandez N, Steiner F, Frühholz S. Live music stimulates the affective brain and emotionally entrains listeners in real time. Proc Natl Acad Sci U S A 2024; 121:e2316306121. [PMID: 38408255 DOI: 10.1073/pnas.2316306121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 01/18/2024] [Indexed: 02/28/2024] Open
Abstract
Music is powerful in conveying emotions and triggering affective brain mechanisms. Affective brain responses in previous studies were however rather inconsistent, potentially because of the non-adaptive nature of recorded music used so far. Live music instead can be dynamic and adaptive and is often modulated in response to audience feedback to maximize emotional responses in listeners. Here, we introduce a setup for studying emotional responses to live music in a closed-loop neurofeedback setup. This setup linked live performances by musicians to neural processing in listeners, with listeners' amygdala activity was displayed to musicians in real time. Brain activity was measured using functional MRI, and especially amygdala activity was quantified in real time for the neurofeedback signal. Live pleasant and unpleasant piano music performed in response to amygdala neurofeedback from listeners was acoustically very different from comparable recorded music and elicited significantly higher and more consistent amygdala activity. Higher activity was also found in a broader neural network for emotion processing during live compared to recorded music. This finding included observations of the predominance for aversive coding in the ventral striatum while listening to unpleasant music, and involvement of the thalamic pulvinar nucleus, presumably for regulating attentional and cortical flow mechanisms. Live music also stimulated a dense functional neural network with the amygdala as a central node influencing other brain systems. Finally, only live music showed a strong and positive coupling between features of the musical performance and brain activity in listeners pointing to real-time and dynamic entrainment processes.
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Affiliation(s)
- Wiebke Trost
- Cognitive and Affective Neuroscience Unit, Department of Psychology, University of Zurich, Zurich 8050, Switzerland
| | - Caitlyn Trevor
- Cognitive and Affective Neuroscience Unit, Department of Psychology, University of Zurich, Zurich 8050, Switzerland
| | - Natalia Fernandez
- Cognitive and Affective Neuroscience Unit, Department of Psychology, University of Zurich, Zurich 8050, Switzerland
| | - Florence Steiner
- Cognitive and Affective Neuroscience Unit, Department of Psychology, University of Zurich, Zurich 8050, Switzerland
| | - Sascha Frühholz
- Cognitive and Affective Neuroscience Unit, Department of Psychology, University of Zurich, Zurich 8050, Switzerland
- Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich 8057, Switzerland
- Department of Psychology, University of Oslo, Oslo 0373, Norway
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Putkinen V, Zhou X, Gan X, Yang L, Becker B, Sams M, Nummenmaa L. Bodily maps of musical sensations across cultures. Proc Natl Acad Sci U S A 2024; 121:e2308859121. [PMID: 38271338 PMCID: PMC10835118 DOI: 10.1073/pnas.2308859121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 12/01/2023] [Indexed: 01/27/2024] Open
Abstract
Emotions, bodily sensations and movement are integral parts of musical experiences. Yet, it remains unknown i) whether emotional connotations and structural features of music elicit discrete bodily sensations and ii) whether these sensations are culturally consistent. We addressed these questions in a cross-cultural study with Western (European and North American, n = 903) and East Asian (Chinese, n = 1035). We precented participants with silhouettes of human bodies and asked them to indicate the bodily regions whose activity they felt changing while listening to Western and Asian musical pieces with varying emotional and acoustic qualities. The resulting bodily sensation maps (BSMs) varied as a function of the emotional qualities of the songs, particularly in the limb, chest, and head regions. Music-induced emotions and corresponding BSMs were replicable across Western and East Asian subjects. The BSMs clustered similarly across cultures, and cluster structures were similar for BSMs and self-reports of emotional experience. The acoustic and structural features of music were consistently associated with the emotion ratings and music-induced bodily sensations across cultures. These results highlight the importance of subjective bodily experience in music-induced emotions and demonstrate consistent associations between musical features, music-induced emotions, and bodily sensations across distant cultures.
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Affiliation(s)
- Vesa Putkinen
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Turku Institute for Advanced Studies, Department of Psychology, University of Turku, Turku 20014, Finland
| | - Xinqi Zhou
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu 610066, China
| | - Xianyang Gan
- The Center of Psychosomatic Medicine, Sichuan Provincial Center for Mental Health, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu 610072, China
- MOE Key Laboratory for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 610054, China
| | - Linyu Yang
- College of Mathematics, Sichuan University, Chengdu 610064, China
| | - Benjamin Becker
- State Key Laboratory of Brain and Cognitive Sciences, The University of Hong Kong, Hong Kong, China
- Department of Psychology, The University of Hong Kong, Hong Kong, China
| | - Mikko Sams
- Department of Neuroscience and Biomedical Engineering, School of Science, Aalto University, Espoo 00076, Finland
| | - Lauri Nummenmaa
- Turku PET Centre, University of Turku, Turku 20520, Finland
- Department of Psychology, University of Turku, Turku 20520, Finland
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7
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Li Q, Zhang X, Yang X, Pan N, Li X, Kemp GJ, Wang S, Gong Q. Pre-COVID brain network topology prospectively predicts social anxiety alterations during the COVID-19 pandemic. Neurobiol Stress 2023; 27:100578. [PMID: 37842018 PMCID: PMC10570707 DOI: 10.1016/j.ynstr.2023.100578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 09/12/2023] [Accepted: 09/30/2023] [Indexed: 10/17/2023] Open
Abstract
Background Social anxiety (SA) is a negative emotional response that can lead to mental health issues, which some have experienced during the coronavirus disease 2019 (COVID-19) pandemic. Little attention has been given to the neurobiological mechanisms underlying inter-individual differences in SA alterations related to COVID-19. This study aims to identify neurofunctional markers of COVID-specific SA development. Methods 110 healthy participants underwent resting-state magnetic resonance imaging and behavioral tests before the pandemic (T1, October 2019 to January 2020) and completed follow-up behavioral measurements during the pandemic (T2, February to May 2020). We constructed individual functional networks and used graph theoretical analysis to estimate their global and nodal topological properties, then used Pearson correlation and partial least squares correlations examine their associations with COVID-specific SA alterations. Results In terms of global network parameters, SA alterations (T2-T1) were negatively related to pre-pandemic brain small-worldness and normalized clustering coefficient. In terms of nodal network parameters, SA alterations were positively linked to a pronounced degree centrality pattern, encompassing both the high-level cognitive networks (dorsal attention network, cingulo-opercular task control network, default mode network, memory retrieval network, fronto-parietal task control network, and subcortical network) and low-level perceptual networks (sensory/somatomotor network, auditory network, and visual network). These findings were robust after controlling for pre-pandemic general anxiety, other stressful life events, and family socioeconomic status, as well as by treating SA alterations as categorical variables. Conclusions The individual functional network associated with SA alterations showed a disrupted topological organization with a more random state, which may shed light on the neurobiological basis of COVID-related SA changes at the network level.
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Affiliation(s)
- Qingyuan Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Xun Zhang
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Xun Yang
- School of Public Affairs, Chongqing University, Chongqing, 400044, China
| | - Nanfang Pan
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Xiao Li
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Graham J. Kemp
- Liverpool Magnetic Resonance Imaging Centre (LiMRIC) and Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, L69 3BX, UK
| | - Song Wang
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Functional & Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, 610041, China
| | - Qiyong Gong
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, 610041, China
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu, 610041, China
- Department of Radiology, West China Xiamen Hospital of Sichuan University, Xiamen, 361000, China
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8
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Podury A, Jiam NT, Kim M, Donnenfield JI, Dhand A. Hearing and sociality: the implications of hearing loss on social life. Front Neurosci 2023; 17:1245434. [PMID: 37854291 PMCID: PMC10579609 DOI: 10.3389/fnins.2023.1245434] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 09/18/2023] [Indexed: 10/20/2023] Open
Abstract
Hearing is essential to the formation of social relationships and is the principal afferent of social life. Yet hearing loss, which is one of the most prevalent forms of sensory disability worldwide and is critical for social development, has received little attention from the social interventionalist perspective. The purpose of this mini-review is to describe the basic neurobiological principles of hearing and to explore the reciprocal relationships between social support, hearing loss, and its psychosocial comorbidities. We also discuss the role of social enrichment in sensorineural recovery and identify open questions within the fields of hearing physiology and social networks.
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Affiliation(s)
- Archana Podury
- Harvard Medical School, Boston, MA, United States
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear, Boston, MA, United States
- Department of Neurology, Brigham and Women’s Hospital, Boston, MA, United States
- Department of Otolaryngology-Head & Neck Surgery, University of California, San Diego, San Diego, CA, United States
| | - Nicole T. Jiam
- Harvard Medical School, Boston, MA, United States
- Department of Otolaryngology-Head and Neck Surgery, Massachusetts Eye and Ear, Boston, MA, United States
| | - Minsu Kim
- Department of Molecular and Cellular Biology, Harvard University, Cambridge, MA, United States
| | | | - Amar Dhand
- Harvard Medical School, Boston, MA, United States
- Department of Neurology, Brigham and Women’s Hospital, Boston, MA, United States
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9
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Nelson XJ, Taylor AH, Cartmill EA, Lyn H, Robinson LM, Janik V, Allen C. Joyful by nature: approaches to investigate the evolution and function of joy in non-human animals. Biol Rev Camb Philos Soc 2023; 98:1548-1563. [PMID: 37127535 DOI: 10.1111/brv.12965] [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: 09/23/2022] [Revised: 04/12/2023] [Accepted: 04/17/2023] [Indexed: 05/03/2023]
Abstract
The nature and evolution of positive emotion is a major question remaining unanswered in science and philosophy. The study of feelings and emotions in humans and animals is dominated by discussion of affective states that have negative valence. Given the clinical and social significance of negative affect, such as depression, it is unsurprising that these emotions have received more attention from scientists. Compared to negative emotions, such as fear that leads to fleeing or avoidance, positive emotions are less likely to result in specific, identifiable, behaviours being expressed by an animal. This makes it particularly challenging to quantify and study positive affect. However, bursts of intense positive emotion (joy) are more likely to be accompanied by externally visible markers, like vocalisations or movement patterns, which make it more amenable to scientific study and more resilient to concerns about anthropomorphism. We define joy as intense, brief, and event-driven (i.e. a response to something), which permits investigation into how animals react to a variety of situations that would provoke joy in humans. This means that behavioural correlates of joy are measurable, either through newly discovered 'laughter' vocalisations, increases in play behaviour, or reactions to cognitive bias tests that can be used across species. There are a range of potential situations that cause joy in humans that have not been studied in other animals, such as whether animals feel joy on sunny days, when they accomplish a difficult feat, or when they are reunited with a familiar companion after a prolonged absence. Observations of species-specific calls and play behaviour can be combined with biometric markers and reactions to ambiguous stimuli in order to enable comparisons of affect between phylogenetically distant taxonomic groups. Identifying positive affect is also important for animal welfare because knowledge of positive emotional states would allow us to monitor animal well-being better. Additionally, measuring if phylogenetically and ecologically distant animals play more, laugh more, or act more optimistically after certain kinds of experiences will also provide insight into the mechanisms underlying the evolution of joy and other positive emotions, and potentially even into the evolution of consciousness.
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Affiliation(s)
- Ximena J Nelson
- Private Bag 4800, School of Biological Sciences, University of Canterbury, Christchurch, New Zealand
| | - Alex H Taylor
- Institut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, 08193, Spain
- ICREA, Pg. Lluís Companys, 23, Barcelona, Spain
- School of Psychology, The University of Auckland, Private Bag 92019, Auckland, 1142, New Zealand
| | - Erica A Cartmill
- Departments of Anthropology and Psychology, UCLA, 375 Portola Plaza, Los Angeles, CA, 90095, USA
| | - Heidi Lyn
- Department of Psychology, University of South Alabama, 75 S. University Blvd., Mobile, AL, 36688, USA
| | - Lauren M Robinson
- Domestication Lab, Konrad Lorenz Institute of Ethology, University of Veterinary Medicine, Vienna, Savoyenstraße 1a, Vienna, A-1160, Austria
| | - Vincent Janik
- Scottish Oceans Institute, School of Biology, University of St. Andrews, St Andrews, KY16 8LB, UK
| | - Colin Allen
- Department of History & Philosophy of Science, University of Pittsburgh, 1101 Cathedral of Learning, 4200 Fifth Ave, Pittsburgh, PA, 15260, USA
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10
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Wall MB, Lam C, Ertl N, Kaelen M, Roseman L, Nutt DJ, Carhart-Harris RL. Increased low-frequency brain responses to music after psilocybin therapy for depression. J Affect Disord 2023; 333:321-330. [PMID: 37094657 DOI: 10.1016/j.jad.2023.04.081] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Revised: 03/27/2023] [Accepted: 04/18/2023] [Indexed: 04/26/2023]
Abstract
BACKGROUND Psychedelic-assisted psychotherapy with psilocybin is an emerging therapy with great promise for depression, and modern psychedelic therapy (PT) methods incorporate music as a key element. Music is an effective emotional/hedonic stimulus that could also be useful in assessing changes in emotional responsiveness following PT. METHODS Brain responses to music were assessed before and after PT using functional Magnetic Resonance Imaging (fMRI) and ALFF (Amplitude of Low Frequency Fluctuations) analysis methods. Nineteen patients with treatment-resistant depression underwent two treatment sessions involving administration of psilocybin, with MRI data acquired one week prior and the day after completion of psilocybin dosing sessions. RESULTS Comparison of music-listening and resting-state scans revealed significantly greater ALFF in bilateral superior temporal cortex for the post-treatment music scan, and in the right ventral occipital lobe for the post-treatment resting-state scan. ROI analyses of these clusters revealed a significant effect of treatment in the superior temporal lobe for the music scan only. Voxelwise comparison of treatment effects showed relative increases for the music scan in the bilateral superior temporal lobes and supramarginal gyrus, and relative decreases in the medial frontal lobes for the resting-state scan. ALFF in these music-related clusters was significantly correlated with intensity of subjective effects felt during the dosing sessions. LIMITATIONS Open-label trial. Relatively small sample size. CONCLUSIONS These data suggest an effect of PT on the brain's response to music, implying an elevated responsiveness to music after psilocybin therapy that was related to subjective drug effects felt during dosing.
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Affiliation(s)
- Matthew B Wall
- Invicro London, Hammersmith Hospital, UK; Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, UK; Clinical Psychopharmacology Unit, University College London, UK.
| | - Cynthia Lam
- Division of Brain Sciences, Faculty of Medicine, Imperial College London, UK; Department of Clinical Neurosciences, University of Cambridge, UK
| | - Natalie Ertl
- Invicro London, Hammersmith Hospital, UK; Department of Metabolism, Digestion and Reproduction, Faculty of Medicine, Imperial College London, UK
| | - Mendel Kaelen
- Centre for Psychedelic Research, Imperial College London, UK
| | - Leor Roseman
- Centre for Psychedelic Research, Imperial College London, UK
| | - David J Nutt
- Centre for Psychedelic Research, Imperial College London, UK
| | - Robin L Carhart-Harris
- Centre for Psychedelic Research, Imperial College London, UK; Psychedelics Division - Neuroscape, University of California San Francisco, USA
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11
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Billig AJ, Lad M, Sedley W, Griffiths TD. The hearing hippocampus. Prog Neurobiol 2022; 218:102326. [PMID: 35870677 PMCID: PMC10510040 DOI: 10.1016/j.pneurobio.2022.102326] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 06/08/2022] [Accepted: 07/18/2022] [Indexed: 11/17/2022]
Abstract
The hippocampus has a well-established role in spatial and episodic memory but a broader function has been proposed including aspects of perception and relational processing. Neural bases of sound analysis have been described in the pathway to auditory cortex, but wider networks supporting auditory cognition are still being established. We review what is known about the role of the hippocampus in processing auditory information, and how the hippocampus itself is shaped by sound. In examining imaging, recording, and lesion studies in species from rodents to humans, we uncover a hierarchy of hippocampal responses to sound including during passive exposure, active listening, and the learning of associations between sounds and other stimuli. We describe how the hippocampus' connectivity and computational architecture allow it to track and manipulate auditory information - whether in the form of speech, music, or environmental, emotional, or phantom sounds. Functional and structural correlates of auditory experience are also identified. The extent of auditory-hippocampal interactions is consistent with the view that the hippocampus makes broad contributions to perception and cognition, beyond spatial and episodic memory. More deeply understanding these interactions may unlock applications including entraining hippocampal rhythms to support cognition, and intervening in links between hearing loss and dementia.
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Affiliation(s)
| | - Meher Lad
- Translational and Clinical Research Institute, Newcastle University Medical School, Newcastle upon Tyne, UK
| | - William Sedley
- Translational and Clinical Research Institute, Newcastle University Medical School, Newcastle upon Tyne, UK
| | - Timothy D Griffiths
- Biosciences Institute, Newcastle University Medical School, Newcastle upon Tyne, UK; Wellcome Centre for Human Neuroimaging, UCL Queen Square Institute of Neurology, University College London, London, UK; Human Brain Research Laboratory, Department of Neurosurgery, University of Iowa Hospitals and Clinics, Iowa City, USA
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12
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Zhao M, Ren M, Jiang T, Jia X, Wang X, Li A, Li X, Luo Q, Gong H. Whole-Brain Direct Inputs to and Axonal Projections from Excitatory and Inhibitory Neurons in the Mouse Primary Auditory Area. Neurosci Bull 2022; 38:576-590. [PMID: 35312957 PMCID: PMC9206059 DOI: 10.1007/s12264-022-00838-5] [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: 06/08/2021] [Accepted: 12/26/2021] [Indexed: 11/29/2022] Open
Abstract
Neurons in the primary auditory area (AUDp) innervate multiple brain regions with long-range projections while receiving informative inputs for diverse functions. However, the brain-wide connections of these neurons have not been comprehensively investigated. Here, we simultaneously applied virus-based anterograde and retrograde tracing, labeled the connections of excitatory and inhibitory neurons in the mouse AUDp, and acquired whole-brain information using a dual-channel fluorescence micro-optical sectioning tomography system. Quantified results showed that the two types of neurons received inputs with similar patterns but sent heterogeneous projections to downstream regions. In the isocortex, functionally different areas consistently sent feedback-dominated projections to these neurons, with concomitant laterally-dominated projections from the sensory and limbic cortices to inhibitory neurons. In subcortical regions, the dorsal and medial parts of the non-lemniscal auditory thalamus (AT) were reciprocally connected to the AUDp, while the ventral part contained the most fibers of passage from the excitatory neurons and barely sent projections back, indicating the regional heterogeneity of the AUDp-AT circuit. Our results reveal details of the whole-brain network and provide new insights for further physiological and functional studies of the AUDp.
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Affiliation(s)
- Mengting Zhao
- Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Miao Ren
- Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou, 570228, China
| | - Tao Jiang
- HUST-Suzhou Institute for Brainsmatics, JITRI, Suzhou, 215123, China
| | - Xueyan Jia
- HUST-Suzhou Institute for Brainsmatics, JITRI, Suzhou, 215123, China
| | - Xiaojun Wang
- Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou, 570228, China
| | - Anan Li
- Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan, 430074, China
- HUST-Suzhou Institute for Brainsmatics, JITRI, Suzhou, 215123, China
| | - Xiangning Li
- Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan, 430074, China
- HUST-Suzhou Institute for Brainsmatics, JITRI, Suzhou, 215123, China
| | - Qingming Luo
- Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Haikou, 570228, China
| | - Hui Gong
- Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, MoE Key Laboratory for Biomedical Photonics, Huazhong University of Science and Technology, Wuhan, 430074, China.
- HUST-Suzhou Institute for Brainsmatics, JITRI, Suzhou, 215123, China.
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13
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Whitehead JC, Armony JL. Intra-individual Reliability of Voice- and Music-elicited Responses and their Modulation by Expertise. Neuroscience 2022; 487:184-197. [PMID: 35182696 DOI: 10.1016/j.neuroscience.2022.02.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Revised: 01/19/2022] [Accepted: 02/10/2022] [Indexed: 10/19/2022]
Abstract
A growing number of functional neuroimaging studies have identified regions within the temporal lobe, particularly along the planum polare and planum temporale, that respond more strongly to music than other types of acoustic stimuli, including voice. This "music preferred" regions have been reported using a variety of stimulus sets, paradigms and analysis approaches and their consistency across studies confirmed through meta-analyses. However, the critical question of intra-subject reliability of these responses has received less attention. Here, we directly assessed this important issue by contrasting brain responses to musical vs. vocal stimuli in the same subjects across three consecutive fMRI runs, using different types of stimuli. Moreover, we investigated whether these music- and voice-preferred responses were reliably modulated by expertise. Results demonstrated that music-preferred activity previously reported in temporal regions, and its modulation by expertise, exhibits a high intra-subject reliability. However, we also found that activity in some extra-temporal regions, such as the precentral and middle frontal gyri, did depend on the particular stimuli employed, which may explain why these are less consistently reported in the literature. Taken together, our findings confirm and extend the notion that specific regions in the brain consistently respond more strongly to certain socially-relevant stimulus categories, such as faces, voices and music, but that some of these responses appear to depend, at least to some extent, on the specific features of the paradigm employed.
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Affiliation(s)
- Jocelyne C Whitehead
- Douglas Mental Health University Institute, Verdun, Canada; BRAMS Laboratory, Centre for Research on Brain, Language and Music, Montreal, Canada; Integrated Program in Neuroscience, McGill University, Montreal, Canada.
| | - Jorge L Armony
- Douglas Mental Health University Institute, Verdun, Canada; BRAMS Laboratory, Centre for Research on Brain, Language and Music, Montreal, Canada; Department of Psychiatry, McGill University, Montreal, Canada
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14
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Tanaka S, Kirino E. Right-Lateralized Enhancement of the Auditory Cortical Network During Imagined Music Performance. Front Neurosci 2022; 16:739858. [PMID: 35221895 PMCID: PMC8866933 DOI: 10.3389/fnins.2022.739858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 01/10/2022] [Indexed: 11/23/2022] Open
Abstract
Although the primary role of the auditory cortical areas is to process actual sounds, these areas are also activated by tasks that process imagined music, suggesting that the auditory cortical areas are involved in the processes underlying musical imagery. However, the mechanism by which these areas are involved in such processes is unknown. To elucidate this feature of the auditory cortical areas, we analyzed their functional networks during imagined music performance in comparison with those in the resting condition. While imagined music performance does not produce any musical sounds, the participants heard the same actual sounds from the MRI equipment in both experimental conditions. Therefore, if the functional connectivity between these conditions differs significantly, one can infer that the auditory cortical areas are actively involved in imagined music performance. Our functional connectivity analysis revealed a significant enhancement in the auditory network during imagined music performance relative to the resting condition. The reconfiguration profile of the auditory network showed a clear right-lateralized increase in the connectivity of the auditory cortical areas with brain regions associated with cognitive, memory, and emotional information processing. On the basis of these results, we hypothesize that auditory cortical areas and their networks are actively involved in imagined music performance through the integration of auditory imagery into mental imagery associated with music performance.
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Affiliation(s)
- Shoji Tanaka
- Department of Information and Communication Sciences, Sophia University, Tokyo, Japan
- *Correspondence: Shoji Tanaka,
| | - Eiji Kirino
- Department of Psychiatry, Juntendo University School of Medicine, Tokyo, Japan
- Juntendo University Shizuoka Hospital, Shizuoka, Japan
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15
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Walter Y, Altorfer A. Physiological Foundations for Religious Experiences in Devotional Worship Practices with Music Using Heart Rate and Respiration Rate Analyses. Eur J Investig Health Psychol Educ 2022; 12:127-143. [PMID: 35200234 PMCID: PMC8871314 DOI: 10.3390/ejihpe12020011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Revised: 01/19/2022] [Accepted: 01/25/2022] [Indexed: 11/20/2022] Open
Abstract
The present study investigates the psychophysiological activation patterns of religious experiences in worship practices using Heart Rate (HR) and Respiratory Rate (RR) analyses. For this, 60 evangelical individuals participated in an experiment where they worshipped to six selected conditions and continuously indicated how strongly they sensed what they believed to be the presence of God. These ratings were correlated with the biometric data to indicate whether the experience has an activating effect on the believer’s vegetative system (activation hypothesis) or a soothing effect thereupon (pacification hypothesis). Statistical analyses showed that the psychological disposition during the religious worship experience speeds up the physiological responses, which was indicated by increases in HR and RR. Hence, the activation hypothesis was accepted, and the pacification hypothesis was rejected.
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Affiliation(s)
- Yoshija Walter
- Laboratory for Cognitive Neurosciences, University of Fribourg, 1700 Fribourg, Switzerland
- Translational Research Center, University Hospital of Psychiatry and Psychotherapy UPD, University of Bern, 3000 Bern, Switzerland;
- Institute for Management and Digitalization, Kalaidos University of Applied Sciences Zurich, 8050 Zurich, Switzerland
- Correspondence:
| | - Andreas Altorfer
- Translational Research Center, University Hospital of Psychiatry and Psychotherapy UPD, University of Bern, 3000 Bern, Switzerland;
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16
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Altered neural networks and cognition in a hereditary colon cancer. IBRO Neurosci Rep 2021; 11:137-143. [PMID: 34693396 PMCID: PMC8517154 DOI: 10.1016/j.ibneur.2021.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 08/25/2021] [Accepted: 09/27/2021] [Indexed: 11/21/2022] Open
Abstract
Familial Adenomatous Polyposis (FAP) is an autosomal dominant disorder caused by mutation of the APC gene presenting with numerous colorectal adenomatous polyps and a near 100% risk of colon cancer. Preliminary research findings from our group indicate that FAP patients experience significant deficits across many cognitive domains. In the current study, fMRI brain metrics in a FAP population and matched controls were used to further the mechanistic understanding of reported cognitive deficits. This research identified and characterized any possible differences in resting brain networks and associations between neural network changes and cognition from 34 participants (18 FAP patients, 16 healthy controls). Functional connectivity analysis was performed using FSL with independent component analysis (ICA) to identify functional networks. Significant differences between cases and controls were observed in 8 well-established resting state networks. With the addition of an aggregate cognitive measure as a covariate, these differences were virtually non-existent, indicating a strong correlation between cognition and brain activity at the network level. The data indicate robust and pervasive effects on functional neural network activity among FAP patients and these effects are likely involved in cognitive deficits associated with this disease.
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17
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Barr HJ, Wall EM, Woolley SC. Dopamine in the songbird auditory cortex shapes auditory preference. Curr Biol 2021; 31:4547-4559.e5. [PMID: 34450091 DOI: 10.1016/j.cub.2021.08.005] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2019] [Revised: 06/22/2021] [Accepted: 08/02/2021] [Indexed: 01/10/2023]
Abstract
Vocal communication signals can provide listeners with information about the signaler and elicit motivated responses. Auditory cortical and mesolimbic reward circuits are often considered to have distinct roles in these processes, with auditory cortical circuits responsible for detecting and discriminating sounds and mesolimbic circuits responsible for ascribing salience and modulating preference for those sounds. Here, we investigated whether dopamine within auditory cortical circuits themselves can shape the incentive salience of a vocal signal. Female zebra finches demonstrate natural preferences for vocal signals produced by males ("songs"), and we found that brief pairing of passive song playback with pharmacological dopamine manipulations in the secondary auditory cortex significantly altered song preferences. In particular, pairing passive song playback with retrodialysis of dopamine agonists into the auditory cortex enhanced preferences for less-preferred songs. Plasticity of song preferences by dopamine persisted for at least 1 week and was mediated by D1 receptors. In contrast, song preferences were not shaped by norepinephrine. In line with this, while we found that the ventral tegmental area, substantia nigra pars compacta, and locus coeruleus all project to the secondary auditory cortex, only dopamine-producing neurons in the ventral tegmental area differentially responded to preferred versus less-preferred songs. In contrast, norepinephrine neurons in the locus coeruleus increased expression of activity-dependent neural markers for both preferred and less-preferred songs. These data suggest that dopamine acting directly in sensory-processing areas can shape the incentive salience of communication signals.
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Affiliation(s)
- Helena J Barr
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada; Center for Research on Brain, Language, and Music, McGill University, Montreal, QC, Canada
| | - Erin M Wall
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada; Center for Research on Brain, Language, and Music, McGill University, Montreal, QC, Canada
| | - Sarah C Woolley
- Integrated Program in Neuroscience, McGill University, Montreal, QC, Canada; Center for Research on Brain, Language, and Music, McGill University, Montreal, QC, Canada; Department of Biology, McGill University, Montreal, QC, Canada.
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18
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Shi Y, Zeng W, Deng J, Li Y, Lu J. The Study of Sailors’ Brain Activity Difference Before and After Sailing Using Activated Functional Connectivity Pattern. Neural Process Lett 2021; 53:3253-3265. [DOI: 10.1007/s11063-021-10545-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/24/2021] [Indexed: 11/26/2022]
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19
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Venezia JH, Richards VM, Hickok G. Speech-Driven Spectrotemporal Receptive Fields Beyond the Auditory Cortex. Hear Res 2021; 408:108307. [PMID: 34311190 PMCID: PMC8378265 DOI: 10.1016/j.heares.2021.108307] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 06/15/2021] [Accepted: 06/30/2021] [Indexed: 10/20/2022]
Abstract
We recently developed a method to estimate speech-driven spectrotemporal receptive fields (STRFs) using fMRI. The method uses spectrotemporal modulation filtering, a form of acoustic distortion that renders speech sometimes intelligible and sometimes unintelligible. Using this method, we found significant STRF responses only in classic auditory regions throughout the superior temporal lobes. However, our analysis was not optimized to detect small clusters of STRFs as might be expected in non-auditory regions. Here, we re-analyze our data using a more sensitive multivariate statistical test for cross-subject alignment of STRFs, and we identify STRF responses in non-auditory regions including the left dorsal premotor cortex (dPM), left inferior frontal gyrus (IFG), and bilateral calcarine sulcus (calcS). All three regions responded more to intelligible than unintelligible speech, but left dPM and calcS responded significantly to vocal pitch and demonstrated strong functional connectivity with early auditory regions. Left dPM's STRF generated the best predictions of activation on trials rated as unintelligible by listeners, a hallmark auditory profile. IFG, on the other hand, responded almost exclusively to intelligible speech and was functionally connected with classic speech-language regions in the superior temporal sulcus and middle temporal gyrus. IFG's STRF was also (weakly) able to predict activation on unintelligible trials, suggesting the presence of a partial 'acoustic trace' in the region. We conclude that left dPM is part of the human dorsal laryngeal motor cortex, a region previously shown to be capable of operating in an 'auditory mode' to encode vocal pitch. Further, given previous observations that IFG is involved in syntactic working memory and/or processing of linear order, we conclude that IFG is part of a higher-order speech circuit that exerts a top-down influence on processing of speech acoustics. Finally, because calcS is modulated by emotion, we speculate that changes in the quality of vocal pitch may have contributed to its response.
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Affiliation(s)
- Jonathan H Venezia
- VA Loma Linda Healthcare System, Loma Linda, CA, United States; Dept. of Otolaryngology, Loma Linda University School of Medicine, Loma Linda, CA, United States.
| | - Virginia M Richards
- Depts. of Cognitive Sciences and Language Science, University of California, Irvine, Irvine, CA, United States
| | - Gregory Hickok
- Depts. of Cognitive Sciences and Language Science, University of California, Irvine, Irvine, CA, United States
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20
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Alfano V, Longarzo M, Mele G, Esposito M, Aiello M, Salvatore M, Grossi D, Cavaliere C. Identifying a Common Functional Framework for Apathy Large-Scale Brain Network. J Pers Med 2021; 11:jpm11070679. [PMID: 34357146 PMCID: PMC8303126 DOI: 10.3390/jpm11070679] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 07/09/2021] [Accepted: 07/17/2021] [Indexed: 11/22/2022] Open
Abstract
Apathy is a neuropsychiatric condition characterized by reduced motivation, initiative, and interest in daily life activities, and it is commonly reported in several neurodegenerative disorders. The study aims to investigate large-scale brain networks involved in apathy syndrome in patients with frontotemporal dementia (FTD) and Parkinson’s disease (PD) compared to a group of healthy controls (HC). The study sample includes a total of 60 subjects: 20 apathetic FTD and PD patients, 20 non apathetic FTD and PD patients, and 20 HC matched for age. Two disease-specific apathy-evaluation scales were used to measure the presence of apathy in FTD and PD patients; in the same day, a 3T brain magnetic resonance imaging (MRI) with structural and resting-state functional (fMRI) sequences was acquired. Differences in functional connectivity (FC) were assessed between apathetic and non-apathetic patients with and without primary clinical diagnosis revealed, using a whole-brain, seed-to-seed approach. A significant hypoconnectivity between apathetic patients (both FTD and PD) and HC was detected between left planum polare and both right pre- or post-central gyrus. Finally, to investigate whether such neural alterations were due to the underlying neurodegenerative pathology, we replicated the analysis by considering two independent patients’ samples (i.e., non-apathetic PD and FTD). In these groups, functional differences were no longer detected. These alterations may subtend the involvement of neural pathways implicated in a specific reduction of information/elaboration processing and motor outcome in apathetic patients.
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Affiliation(s)
- Vincenzo Alfano
- IRCCS SDN, Via Emanuele Gianturco, 113, 80142 Naples, Italy; (V.A.); (M.L.); (M.A.); (M.S.); (C.C.)
| | - Mariachiara Longarzo
- IRCCS SDN, Via Emanuele Gianturco, 113, 80142 Naples, Italy; (V.A.); (M.L.); (M.A.); (M.S.); (C.C.)
| | - Giulia Mele
- IRCCS SDN, Via Emanuele Gianturco, 113, 80142 Naples, Italy; (V.A.); (M.L.); (M.A.); (M.S.); (C.C.)
- Correspondence:
| | | | - Marco Aiello
- IRCCS SDN, Via Emanuele Gianturco, 113, 80142 Naples, Italy; (V.A.); (M.L.); (M.A.); (M.S.); (C.C.)
| | - Marco Salvatore
- IRCCS SDN, Via Emanuele Gianturco, 113, 80142 Naples, Italy; (V.A.); (M.L.); (M.A.); (M.S.); (C.C.)
| | - Dario Grossi
- Department of Psychology, Università degli Studi della Campania Luigi Vanvitelli, 81100 Caserta, Italy;
| | - Carlo Cavaliere
- IRCCS SDN, Via Emanuele Gianturco, 113, 80142 Naples, Italy; (V.A.); (M.L.); (M.A.); (M.S.); (C.C.)
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21
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Armitage J, Lahdelma I, Eerola T. Automatic responses to musical intervals: Contrasts in acoustic roughness predict affective priming in Western listeners. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2021; 150:551. [PMID: 34340511 DOI: 10.1121/10.0005623] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 06/24/2021] [Indexed: 06/13/2023]
Abstract
The aim of the present study is to determine which acoustic components of harmonic consonance and dissonance influence automatic responses in a simple cognitive task. In a series of affective priming experiments, eight pairs of musical intervals were used to measure the influence of acoustic roughness and harmonicity on response times in a word-classification task conducted online. Interval pairs that contrasted in roughness induced a greater degree of affective priming than pairs that did not contrast in terms of their roughness. Contrasts in harmonicity did not induce affective priming. A follow-up experiment used detuned intervals to create higher levels of roughness contrasts. However, the detuning did not lead to any further increase in the size of the priming effect. More detailed analysis suggests that the presence of priming in intervals is binary: in the negative primes that create congruency effects the intervals' fundamentals and overtones coincide within the same equivalent rectangular bandwidth (i.e., the minor and major seconds). Intervals that fall outside this equivalent rectangular bandwidth do not elicit priming effects, regardless of their dissonance or negative affect. The results are discussed in the context of recent developments in consonance/dissonance research and vocal similarity.
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Affiliation(s)
- James Armitage
- Department of Music, Durham University, Durham, DH1 3RL, United Kingdom
| | - Imre Lahdelma
- Department of Music, Durham University, Durham, DH1 3RL, United Kingdom
| | - Tuomas Eerola
- Department of Music, Durham University, Durham, DH1 3RL, United Kingdom
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22
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Plourde-Kelly AD, Saroka KS, Dotta BT. The impact of emotionally valenced music on emotional state and EEG profile: Convergence of self-report and quantitative data. Neurosci Lett 2021; 758:136009. [PMID: 34098026 DOI: 10.1016/j.neulet.2021.136009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 05/17/2021] [Accepted: 05/31/2021] [Indexed: 11/25/2022]
Abstract
Musical stimuli can induce a variety of emotions in individuals. We sought to determine whether different valenced music would induce EEG profile changes and self-reported emotional states in individuals following the viewing of a complex video with a concrete narrative and emotional ambivalence. We used a five-minute video titled "El Empleo", coupled with either joyful, fearful, or no music. EEG recordings were taken throughout the duration of the experiment and a self-reported questionnaire on emotional state was administered after viewing of the video. We found self-reported measures of happiness increased following viewing of the video paired with joyful music, while EEG data demonstrated that the following brain regions displayed significant changes in activity following both fearful and joyful music: the right inferior parietal lobule, left uncus, and left insula. Additionally, we found that anxiety self-report scores correlated negatively with average gamma activity within the insula within each group. The convergence of self-reported data and quantitative EEG data was consistent across 27 participants. These data indicate that different valenced music can alter EEG activity in emotion specific regions, reflected in participants perceived emotional state.
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Affiliation(s)
- Adam D Plourde-Kelly
- Behavioural Neuroscience Program, Laurentian University, Canada; Department of Biology, Laurentian University, Canada
| | - Kevin S Saroka
- Behavioural Neuroscience Program, Laurentian University, Canada; Department of Psychology, Laurentian University, Canada
| | - Blake T Dotta
- Behavioural Neuroscience Program, Laurentian University, Canada; Department of Biology, Laurentian University, Canada; Department of Psychology, Laurentian University, Canada.
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23
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Koelsch S, Cheung VKM, Jentschke S, Haynes JD. Neocortical substrates of feelings evoked with music in the ACC, insula, and somatosensory cortex. Sci Rep 2021; 11:10119. [PMID: 33980876 PMCID: PMC8115666 DOI: 10.1038/s41598-021-89405-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 04/21/2021] [Indexed: 12/01/2022] Open
Abstract
Neurobiological models of emotion focus traditionally on limbic/paralimbic regions as neural substrates of emotion generation, and insular cortex (in conjunction with isocortical anterior cingulate cortex, ACC) as the neural substrate of feelings. An emerging view, however, highlights the importance of isocortical regions beyond insula and ACC for the subjective feeling of emotions. We used music to evoke feelings of joy and fear, and multivariate pattern analysis (MVPA) to decode representations of feeling states in functional magnetic resonance (fMRI) data of n = 24 participants. Most of the brain regions providing information about feeling representations were neocortical regions. These included, in addition to granular insula and cingulate cortex, primary and secondary somatosensory cortex, premotor cortex, frontal operculum, and auditory cortex. The multivoxel activity patterns corresponding to feeling representations emerged within a few seconds, gained in strength with increasing stimulus duration, and replicated results of a hypothesis-generating decoding analysis from an independent experiment. Our results indicate that several neocortical regions (including insula, cingulate, somatosensory and premotor cortices) are important for the generation and modulation of feeling states. We propose that secondary somatosensory cortex, which covers the parietal operculum and encroaches on the posterior insula, is of particular importance for the encoding of emotion percepts, i.e., preverbal representations of subjective feeling.
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Affiliation(s)
- Stefan Koelsch
- Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway. .,Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
| | - Vincent K M Cheung
- Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.,Institute of Information Science, Academia Sinica, Taipei, Taiwan
| | | | - John-Dylan Haynes
- Berlin Center for Advanced Neuroimaging, Charité - Universitätsmedizin Berlin, Berlin, Germany
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24
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Shi Y, Zeng W, Wang N. The Brain Alteration of Seafarer Revealed by Activated Functional Connectivity Mode in fMRI Data Analysis. Front Hum Neurosci 2021; 15:656638. [PMID: 33967722 PMCID: PMC8100688 DOI: 10.3389/fnhum.2021.656638] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 03/09/2021] [Indexed: 11/27/2022] Open
Abstract
As a special occupational group, the working and living environments faced by seafarers are greatly different from those of land. It is easy to affect the psychological and physiological activities of seafarers, which inevitably lead to changes in the brain functional activities of seafarers. Therefore, it is of great significance to study the neural activity rules of seafarers' brain. In view of this, this paper studied the seafarers' brain alteration at the activated voxel level based on functional magnetic resonance imaging technology by comparing the differences in functional connectivities (FCs) between seafarers and non-seafarers. Firstly, the activated voxels of each group were obtained by independence component analysis, and then the distribution of these voxels in the brain and the common activated voxels between the two groups were statistically analyzed. Next, the FCs between the common activated voxels of the two groups were calculated and obtained the FCs that had significant differences between them through two-sample T-test. Finally, all FCs and FCs with significant differences (DFCs) between the common activated voxels were used as the features for the support vector machine to classify seafarers and non-seafarers. The results showed that DFCs between the activated voxels had better recognition ability for seafarers, especially for Precuneus_L and Precuneus_R, which may play an important role in the classification prediction of seafarers and non-seafarers, so that provided a new perspective for studying the specificity of neurological activities of seafarers.
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Affiliation(s)
- Yuhu Shi
- College of Information Engineering, Shanghai Maritime University, Shanghai, China
| | - Weiming Zeng
- College of Information Engineering, Shanghai Maritime University, Shanghai, China
| | - Nizhuan Wang
- Artificial Intelligence and Neuro-Informatics Engineering (ARINE) Laboratory, School of Computer Engineering, Jiangsu Ocean University, Lianyungang, China
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25
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Zhang YN, Li H, Shen ZW, Xu C, Huang YJ, Wu RH. Healthy individuals vs patients with bipolar or unipolar depression in gray matter volume. World J Clin Cases 2021; 9:1304-1317. [PMID: 33644197 PMCID: PMC7896697 DOI: 10.12998/wjcc.v9.i6.1304] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/10/2020] [Revised: 12/14/2020] [Accepted: 12/23/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Previous studies using voxel-based morphometry (VBM) revealed changes in gray matter volume (GMV) of patients with depression, but the differences between patients with bipolar disorder (BD) and unipolar depression (UD) are less known.
AIM To analyze the whole-brain GMV data of patients with untreated UD and BD compared with healthy controls.
METHODS Fourteen patients with BD and 20 with UD were recruited from the Mental Health Center of Shantou University between August 2014 and July 2015, and 20 non-depressive controls were recruited. After routine three-plane positioning, axial T2WI scanning was performed. The connecting line between the anterior and posterior commissures was used as the scanning baseline. The scanning range extended from the cranial apex to the foramen magnum. Categorical data are presented as frequencies and were analyzed using the Fisher exact test.
RESULTS There were no significant intergroup differences in gender, age, or years of education. Disease course, age at the first episode, and Hamilton depression rating scale scores were similar between patients with UD and those with BD. Compared with the non-depressive controls, patients with BD showed smaller GMVs in the right inferior temporal gyrus, left middle temporal gyrus, right middle occipital gyrus, and right superior parietal gyrus and larger GMVs in the midbrain, left superior frontal gyrus, and right cerebellum. In contrast, UD patients showed smaller GMVs than the controls in the right fusiform gyrus, left inferior occipital gyrus, left paracentral lobule, right superior and inferior temporal gyri, and the right posterior lobe of the cerebellum, and larger GMVs than the controls in the left posterior central gyrus and left middle frontal gyrus. There was no difference in GMV between patients with BD and UD.
CONCLUSION Using VBM, the present study revealed that patients with UD and BD have different patterns of changes in GMV when compared with healthy controls.
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Affiliation(s)
- Yin-Nan Zhang
- Department of Rehabilitation Medicine, Mental Health Center of Shantou University, Shantou 515000, Guangdong Province, China
| | - Hui Li
- Mental Health Center of Shantou University, Shantou 515000, Guangdong Province, China
| | | | - Chang Xu
- Mental Health Center of Shantou University, Shantou 515000, Guangdong Province, China
| | - Yue-Jun Huang
- Department of Pediatrics, The Second Affiliated Hospital of Shantou University Medical College, Shantou 515000, Guangdong Province, China
| | - Ren-Hua Wu
- Department of Medical Imaging, The Second Affiliated Hospital of Shantou University Medical College, Shantou 515041, Guangdong Province, China
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26
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Wenger E, Papadaki E, Werner A, Kühn S, Lindenberger U. Observing Plasticity of the Auditory System: Volumetric Decreases Along with Increased Functional Connectivity in Aspiring Professional Musicians. Cereb Cortex Commun 2021; 2:tgab008. [PMID: 34296157 PMCID: PMC8152844 DOI: 10.1093/texcom/tgab008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 01/26/2021] [Accepted: 01/29/2021] [Indexed: 11/19/2022] Open
Abstract
Playing music relies on several sensory systems and the motor system, and poses strong demands on control processes, hence, offering an excellent model to study how experience can mold brain structure and function. Although most studies on neural correlates of music expertise rely on cross-sectional comparisons, here we compared within-person changes over time in aspiring professionals intensely preparing for an entrance exam at a University of the Arts to skilled amateur musicians not preparing for a music exam. In the group of aspiring professionals, we observed gray-matter volume decrements in left planum polare, posterior insula, and left inferior frontal orbital gyrus over a period of about 6 months that were absent among the amateur musicians. At the same time, the left planum polare, the largest cluster of structural change, showed increasing functional connectivity with left and right auditory cortex, left precentral gyrus, left supplementary motor cortex, left and right postcentral gyrus, and left cingulate cortex, all regions previously identified to relate to music expertise. In line with the expansion-renormalization pattern of brain plasticity (Wenger et al., 2017a. Expansion and renormalization of human brain structure during skill acquisition. Trends Cogn Sci. 21:930-939.), the aspiring professionals might have been in the selection and refinement period of plastic change.
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Affiliation(s)
- Elisabeth Wenger
- Center for Lifespan Psychology, Max Planck Institute for Human Development, 14195 Berlin, Germany
| | - Eleftheria Papadaki
- Center for Lifespan Psychology, Max Planck Institute for Human Development, 14195 Berlin, Germany
| | - André Werner
- Center for Lifespan Psychology, Max Planck Institute for Human Development, 14195 Berlin, Germany
| | - Simone Kühn
- Lise Meitner Group for Environmental Neuroscience, Max Planck Institute for Human Development, 14195 Berlin, Germany
- Department of Psychiatry and Psychotherapy, University Clinic Hamburg-Eppendorf, 20246 Hamburg, Germany
| | - Ulman Lindenberger
- Center for Lifespan Psychology, Max Planck Institute for Human Development, 14195 Berlin, Germany
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research, 14195 Berlin, Germany, and WC1B 5EH London, UK
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27
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Cali RJ, Nephew BC, Moore CM, Chumachenko S, Sala AC, Cintron B, Luciano C, King JA, Hooper SR, Giardiello FM, Cruz-Correa M. Altered Resting State Brain Networks and Cognition in Familial Adenomatous Polyposis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2020. [PMID: 33173924 DOI: 10.1101/2020.11.02.20224477] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Familial Adenomatous Polyposis (FAP) is an autosomal dominant disorder caused by mutation of the APC gene presenting with numerous colorectal adenomatous polyps and a near 100% risk of colon cancer. Preliminary research findings from our group indicate that FAP patients experience significant deficits across many cognitive domains. In the current study, fMRI brain metrics in a FAP population and matched controls were used to further the mechanistic understanding of reported cognitive deficits. This research identified and characterized any possible differences in resting brain networks and associations between neural network changes and cognition from 34 participants (18 FAP patients, 16 healthy controls). Functional connectivity analysis was performed using FSL with independent component analysis (ICA) to identify functional networks. Significant differences between cases and controls were observed in 8 well-established resting state networks. With the addition of an aggregate cognitive measure as a covariate, these differences were virtually non-existent, indicating a strong correlation between cognition and brain activity at the network level. The data indicate robust and pervasive effects on functional neural network activity among FAP patients and these effects are likely involved in cognitive deficits associated with this disease.
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28
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A coordinate-based meta-analysis of music-evoked emotions. Neuroimage 2020; 223:117350. [PMID: 32898679 DOI: 10.1016/j.neuroimage.2020.117350] [Citation(s) in RCA: 54] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 08/04/2020] [Accepted: 09/01/2020] [Indexed: 12/19/2022] Open
Abstract
Since the publication of the first neuroscience study investigating emotion with music about two decades ago, the number of functional neuroimaging studies published on this topic has increased each year. This research interest is in part due to the ubiquity of music across cultures, and to music's power to evoke a diverse range of intensely felt emotions. To support a better understanding of the brain correlates of music-evoked emotions this article reports a coordinate-based meta-analysis of neuroimaging studies (n = 47 studies with n = 944 subjects). The studies employed a range of diverse experimental approaches (e.g., using music to evoke joy, sadness, fear, tension, frissons, surprise, unpleasantness, or feelings of beauty). The results of an activation likelihood estimation (ALE) indicate large clusters in a range of structures, including amygdala, anterior hippocampus, auditory cortex, and numerous structures of the reward network (ventral and dorsal striatum, anterior cingulate cortex, orbitofrontal cortex, secondary somatosensory cortex). The results underline the rewarding nature of music, the role of the auditory cortex as an emotional hub, and the role of the hippocampus in attachment-related emotions and social bonding.
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29
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Porcu M, Cocco L, Saloner D, Suri JS, Montisci R, Carriero A, Saba L. Extracranial Carotid Artery Stenosis: The Effects on Brain and Cognition with a Focus on Resting‐State Functional Connectivity. J Neuroimaging 2020; 30:736-745. [DOI: 10.1111/jon.12777] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 08/10/2020] [Accepted: 08/11/2020] [Indexed: 12/27/2022] Open
Affiliation(s)
- Michele Porcu
- Department of Radiology, AOU of Cagliari University of Cagliari Cagliari Italy
| | - Luigi Cocco
- Department of Neurology University of Genova Genova Italy
| | - David Saloner
- Department of Radiology and Biomedical Imaging University of California San Francisco CA
| | - Jasjit S. Suri
- Diagnostic and Monitoring Division AtheroPoint™ Roseville CA
| | - Roberto Montisci
- Department of Vascular Surgery AOU of Cagliari University of Cagliari Cagliari Italy
| | - Alessandro Carriero
- Radiology Department, University of Eastern Piedmont “Maggiore della Carità” Hospital Novara Italy
| | - Luca Saba
- Department of Radiology, AOU of Cagliari University of Cagliari Cagliari Italy
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30
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Spatiotemporal dynamics of auditory information processing in the insular cortex: an intracranial EEG study using an oddball paradigm. Brain Struct Funct 2020; 225:1537-1559. [DOI: 10.1007/s00429-020-02072-z] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 04/13/2020] [Indexed: 12/27/2022]
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31
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Proverbio AM, Camporeale E, Brusa A. Multimodal Recognition of Emotions in Music and Facial Expressions. Front Hum Neurosci 2020; 14:32. [PMID: 32116613 PMCID: PMC7027335 DOI: 10.3389/fnhum.2020.00032] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Accepted: 01/23/2020] [Indexed: 01/24/2023] Open
Abstract
The aim of the study was to investigate the neural processing of congruent vs. incongruent affective audiovisual information (facial expressions and music) by means of ERPs (Event Related Potentials) recordings. Stimuli were 200 infant faces displaying Happiness, Relaxation, Sadness, Distress and 32 piano musical pieces conveying the same emotional states (as specifically assessed). Music and faces were presented simultaneously, and paired so that in half cases they were emotionally congruent or incongruent. Twenty subjects were told to pay attention and respond to infrequent targets (adult neutral faces) while their EEG was recorded from 128 channels. The face-related N170 (160-180 ms) component was the earliest response affected by the emotional content of faces (particularly by distress), while visual P300 (250-450 ms) and auditory N400 (350-550 ms) responses were specifically modulated by the emotional content of both facial expressions and musical pieces. Face/music emotional incongruence elicited a wide N400 negativity indicating the detection of a mismatch in the expressed emotion. A swLORETA inverse solution applied to N400 (difference wave Incong. - Cong.), showed the crucial role of Inferior and Superior Temporal Gyri in the multimodal representation of emotional information extracted from faces and music. Furthermore, the prefrontal cortex (superior and medial, BA 10) was also strongly active, possibly supporting working memory. The data hints at a common system for representing emotional information derived by social cognition and music processing, including uncus and cuneus.
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32
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Porcu M, Garofalo P, Craboledda D, Suri JS, Suri HS, Montisci R, Sanfilippo R, Saba L. Carotid artery stenosis and brain connectivity: the role of white matter hyperintensities. Neuroradiology 2019; 62:377-387. [DOI: 10.1007/s00234-019-02327-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 11/18/2019] [Indexed: 12/24/2022]
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33
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Bell CS, Mohd Khairi N, Ding Z, Wilkes DM. Bayesian framework for robust seed-based correlation analysis. Med Phys 2019; 46:3055-3066. [PMID: 30932188 DOI: 10.1002/mp.13522] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 02/07/2019] [Accepted: 03/07/2019] [Indexed: 11/10/2022] Open
Abstract
PURPOSE One popular method of assessing brain functional connectivity (FC) is through seed-based correlation (SCA) analysis. One drawback of this method is when the seed location is varied slightly, the FC can vary dramatically. We propose a method superior to SCA, robust to variations in seed location, which confers a probabilistic interpretation. METHODS We introduce a probabilistic method which generates a cloud of highly connected voxels to determine a stable set of voxels connected to the seed location (SC-SCA). This cloud can generate a correlation map or a probabilistic map. The method is applied to the default mode network (DMN) based on a posterior cingulate cortex (PCC) seed, and the auditory network (AN) as validation on a smaller network. A Bayesian interpretation is demonstrated through performing a maximum a posteriori (MAP) estimation on the DMN. The advantages of the method are tested by performing stability analyses on its influential parameters. The method is extended to region-based SC-SCA, and then comparisons are made based on seed-based vs region-based versions of the methods SC-SCA vs traditional SCA. The statistical significance between the methods is assessed via a bootstrap method using the difference in medians of the standard deviation of the voxels for 16 subjects. RESULTS The proposed method, SC-SCA, is able to identify a set of regions - the DMN - that are known to be associated with and have high correlation with the PCC, and the method is also extensible to smaller networks as shown by its performance on the AN. Based on the certainty of the a priori distribution for MAP analysis, the method is able to identify regions with high probability of belonging to the DMN. The stability analyses demonstrated that substantial deviations from the initial seed locations in the sagittal, posterior transverse, and axial directions by ±10 mm do not cause substantial variation in the correlation network produced. Qualitative inspection of the average correlation maps garnered from the four methods showed that SC-SCA shows a larger amount of detail in FC connectivity as compared to SCA. Seed-based methods show higher detail and contrast in the maps in comparison with region-based methods. Quantitatively, the statistical tests between seed-based vs region-based and SC-SCA vs SCA revealed that there is no significant difference between the following methods: region-based SCA or region-based SC-SCA, and seed-based SC-SCA or region-based SC-SCA. However, there are statistically significant differences and advantages conferred between the following methods: seed-based SC-SCA over seed-based SCA, region-based SC-SCA over seed-based SCA, region-based SCA over seed-based SCA, and region-based SCA over seed-based SC-SCA. Finally, seed-based SC-SCA outperforms sphere-based SCA. CONCLUSIONS The proposed method offers several advantages over traditional SCA: robust single-seed FC estimation, novel Bayesian estimation capabilities, enhanced detail of brain structures, robustness to initial seed location, and enhanced consistency in the correlation maps generated. Region-based SC-SCA is equivalent or superior to all investigated methods, where seed-based SCA is inferior to all methods. The method confers improved single-seed SCA with the additional benefit of Bayesian estimation.
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Affiliation(s)
- Charreau S Bell
- Vanderbilt University Department of Electrical Engineering and Computer Science, 400 24th Avenue S, Featheringill Hall, Room 254, Nashville, TN, 37235, USA
| | - Nazirah Mohd Khairi
- Vanderbilt University Department of Electrical Engineering and Computer Science, 400 24th Avenue S, Featheringill Hall, Room 254, Nashville, TN, 37235, USA
| | - Zhaohua Ding
- Vanderbilt University Department of Electrical Engineering and Computer Science, 400 24th Avenue S, Featheringill Hall, Room 254, Nashville, TN, 37235, USA.,Vanderbilt University Institute of Imaging Science (VUIIS), 1161 21st Avenue S AA-1105, Nashville, TN, 37232, USA
| | - Don Mitchell Wilkes
- Vanderbilt University Department of Electrical Engineering and Computer Science, 400 24th Avenue S, Featheringill Hall, Room 254, Nashville, TN, 37235, USA
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34
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Diaz Abrahan V, Shifres F, Justel N. Cognitive Benefits From a Musical Activity in Older Adults. Front Psychol 2019; 10:652. [PMID: 30984074 PMCID: PMC6447697 DOI: 10.3389/fpsyg.2019.00652] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Accepted: 03/08/2019] [Indexed: 12/15/2022] Open
Abstract
The aging population is growing rapidly. Proposing interventions that enhance the cognitive functions or strategies that delay the onset of disabilities associated with age is a topic of capital interest for the biopsychosocial health of our species. In this work, we employed musical improvisation as a focal environmental activity to explore its ability to improve memory in older adults. We present two studies: the first one evaluated neutral memory using the Rey Complex Figure (RCF) and the second one evaluated emotional memory using International Affective Picture System (IAPS). A group of 132 volunteers, between the ages of 60 and 90, participated in this investigation. Fifty-one of them were musicians with more than 5 years of formal musical training. After acquisition of neutral (Study 1) or emotional (Study 2) information, the groups of older adults were exposed to music improvisation (experimental intervention) or music imitation (control intervention) for 3 min. We then evaluated memory through two tasks (free recall and recognition), by means of immediate and deferred measures (after a week). We found a significant improvement in memory among participants involved in music improvisation, who remembered more items of the RCF and images from IAPS than the imitation group, both in the immediate and deferred evaluation. On the other hand, participants who had musical knowledge had a better performance in neutral visual memory than non-musicians. Our results suggest that a focal musical activity can be a useful intervention in older adults to promote an enhancement in memory.
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Affiliation(s)
- Veronika Diaz Abrahan
- Laboratorio Interdisciplinario de Neurociencia Cognitiva (LINC), Centro de Estudios Multidisciplinarios en Sistemas Complejos y Ciencias del Cerebro (CEMSC3), Escuela de Ciencia y Tecnología (ECyT), Universidad Nacional de San Martín (UNSAM), Buenos Aires, Argentina.,Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Buenos Aires, Argentina.,Universidad Nacional de Córdoba, Córdoba, Argentina
| | - Favio Shifres
- Departamento de Música, Facultad de Bellas Artes (FBA), Laboratorio para el Estudio de la Experiencia Musical (LEEM), Universidad Nacional de La Plata (UNLP), La Plata, Argentina
| | - Nadia Justel
- Laboratorio Interdisciplinario de Neurociencia Cognitiva (LINC), Centro de Estudios Multidisciplinarios en Sistemas Complejos y Ciencias del Cerebro (CEMSC3), Escuela de Ciencia y Tecnología (ECyT), Universidad Nacional de San Martín (UNSAM), Buenos Aires, Argentina.,Consejo Nacional de Investigaciones Científicas y Tecnológicas (CONICET), Buenos Aires, Argentina
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35
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Shekhar S, Maria A, Kotilahti K, Huotilainen M, Heiskala J, Tuulari JJ, Hirvi P, Karlsson L, Karlsson H, Nissilä I. Hemodynamic responses to emotional speech in two-month-old infants imaged using diffuse optical tomography. Sci Rep 2019; 9:4745. [PMID: 30894569 PMCID: PMC6426868 DOI: 10.1038/s41598-019-39993-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2018] [Accepted: 02/04/2019] [Indexed: 12/14/2022] Open
Abstract
Emotional speech is one of the principal forms of social communication in humans. In this study, we investigated neural processing of emotional speech (happy, angry, sad and neutral) in the left hemisphere of 21 two-month-old infants using diffuse optical tomography. Reconstructed total hemoglobin (HbT) images were analysed using adaptive voxel-based clustering and region-of-interest (ROI) analysis. We found a distributed happy > neutral response within the temporo-parietal cortex, peaking in the anterior temporal cortex; a negative HbT response to emotional speech (the average of the emotional speech conditions < baseline) in the temporo-parietal cortex, neutral > angry in the anterior superior temporal sulcus (STS), happy > angry in the superior temporal gyrus and posterior superior temporal sulcus, angry < baseline in the insula, superior temporal sulcus and superior temporal gyrus and happy < baseline in the anterior insula. These results suggest that left STS is more sensitive to happy speech as compared to angry speech, indicating that it might play an important role in processing positive emotions in two-month-old infants. Furthermore, happy speech (relative to neutral) seems to elicit more activation in the temporo-parietal cortex, thereby suggesting enhanced sensitivity of temporo-parietal cortex to positive emotional stimuli at this stage of infant development.
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Affiliation(s)
- Shashank Shekhar
- University of Turku, Institute of Clinical Medicine, Turku Brain and Mind Center, FinnBrain Birth Cohort Study, Turku, Finland.,University of Mississippi Medical Center, Department of Neurology, Jackson, MS, USA
| | - Ambika Maria
- University of Turku, Institute of Clinical Medicine, Turku Brain and Mind Center, FinnBrain Birth Cohort Study, Turku, Finland
| | - Kalle Kotilahti
- Department of Neuroscience and Biomedical Engineering, Aalto University, Helsinki, Finland
| | - Minna Huotilainen
- University of Turku, Institute of Clinical Medicine, Turku Brain and Mind Center, FinnBrain Birth Cohort Study, Turku, Finland.,CICERO Learning, Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland.,Faculty of Educational Sciences, University of Helsinki, Helsinki, Finland
| | - Juha Heiskala
- Department of Clinical Neurophysiology, Helsinki University Central Hospital, Turku, Finland
| | - Jetro J Tuulari
- University of Turku, Institute of Clinical Medicine, Turku Brain and Mind Center, FinnBrain Birth Cohort Study, Turku, Finland
| | - Pauliina Hirvi
- Department of Neuroscience and Biomedical Engineering, Aalto University, Helsinki, Finland
| | - Linnea Karlsson
- University of Turku, Institute of Clinical Medicine, Turku Brain and Mind Center, FinnBrain Birth Cohort Study, Turku, Finland.,University of Turku and Turku University Hospital, Department of Child Psychiatry, Turku, Finland
| | - Hasse Karlsson
- University of Turku, Institute of Clinical Medicine, Turku Brain and Mind Center, FinnBrain Birth Cohort Study, Turku, Finland.,University of Turku and Turku University Hospital, Department of Psychiatry, Turku, Finland
| | - Ilkka Nissilä
- Department of Neuroscience and Biomedical Engineering, Aalto University, Helsinki, Finland.
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36
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Nemati S, Akrami H, Salehi S, Esteky H, Moghimi S. Lost in music: Neural signature of pleasure and its role in modulating attentional resources. Brain Res 2019; 1711:7-15. [PMID: 30629944 DOI: 10.1016/j.brainres.2019.01.011] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 12/23/2018] [Accepted: 01/06/2019] [Indexed: 01/04/2023]
Abstract
We investigated the neural correlates of pleasure induced by listening to highly pleasant and neutral musical excerpts using electroencephalography (EEG). Power spectrum analysis of EEG data showed a distinct gradual change in the power of low-frequency oscillations in response to highly pleasant, but not neutral, musical excerpts. Specifically, listening to highly pleasant music was associated with (i) relatively higher oscillatory activity in the theta band over the frontocentral (FC) area and in the alpha band over the parieto-occipital area, and (ii) a gradual increase in the oscillatory power over time. Correlation analysis between behavioral and electrophysiological data revealed that theta power over the FC electrodes was correlated with subjective assessment of pleasantness while listening to music. To study the link between attention and positive valence in our experiments, volunteers performed a delayed match-to-sample memory task while listening to the musical excerpts. The subjects' performances were significantly lower under highly pleasant conditions compared to neutral conditions. Listening to pleasant music requires higher degrees of attention, leading to the observed decline in memory performance. Gradual development of low-frequency oscillations in the frontal and posterior areas may be at least partly due to gradual recruitment of higher levels of attention over time in response to pleasurable music.
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Affiliation(s)
- Samaneh Nemati
- Electrical Engineering Department, Ferdowsi University of Mashhad, Mashhad Postal Code: 9177948974, Iran.
| | - Haleh Akrami
- Electrical Engineering Department, Ferdowsi University of Mashhad, Mashhad Postal Code: 9177948974, Iran.
| | - Sina Salehi
- Shiraz Neuroscience Research Center, Shiraz University of Medical Sciences, Shiraz Postal Code: 7194815644, Iran.
| | - Hossein Esteky
- Research Center for Brain and Cognitive Sciences, Shahid Beheshti University of Medical Sciences, Tehran Postal Code: 1983969411, Iran; Physiology Department, Shahid Beheshti University of Medical Sciences, Tehran Postal Code: 1983969411, Iran.
| | - Sahar Moghimi
- Electrical Engineering Department, Ferdowsi University of Mashhad, Mashhad Postal Code: 9177948974, Iran; Rayan Center for Neuroscience and Behavior, Ferdowsi University of Mashhad, Mashhad Postal Code: 9177948974, Iran.
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37
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Addicott MA, Daughters SB, Strauman TJ, Appelbaum LG. Distress tolerance to auditory feedback and functional connectivity with the auditory cortex. Psychiatry Res Neuroimaging 2018; 282:1-10. [PMID: 30384144 PMCID: PMC6289788 DOI: 10.1016/j.pscychresns.2018.10.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Revised: 10/18/2018] [Accepted: 10/19/2018] [Indexed: 01/22/2023]
Abstract
Distress tolerance is the capacity to withstand negative affective states in pursuit of a goal. Low distress tolerance may bias an individual to avoid or escape experiences that induce affective distress, but the neural mechanisms underlying the bottom-up generation of distress and its relationship to behavioral avoidance are poorly understood. During a neuroimaging scan, healthy participants completed a mental arithmetic task with easy and distress phases, which differed in cognitive demands and positive versus negative auditory feedback. Then, participants were given the opportunity to continue playing the distress phase for a financial bonus and were allowed to quit at any time. The persistence duration was the measure of distress tolerance. The easy and distress phases activated auditory cortices and fronto-parietal regions. A task-based functional connectivity analysis using the left secondary auditory cortex (i.e., planum temporale) as the seed region revealed stronger connectivity to fronto-parietal regions and anterior insula during the distress phase. The distress-related connectivity between the seed region and the left anterior insula was negatively correlated with distress tolerance. The results provide initial evidence of the role of the anterior insula as a mediating link between the bottom-up generation of affective distress and top-down behavioral avoidance of distress.
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Affiliation(s)
- Merideth A Addicott
- Department of Psychiatry, University of Arkansas for Medical Science, 4301 W. Markham St., #843, Little Rock, AR 72205, USA.
| | - Stacey B Daughters
- Department of Psychology and Neuroscience, University of North Carolina, Chapel Hill, NC 27516, USA
| | - Timothy J Strauman
- Department of Psychology and Neuroscience, Duke University, Durham, NC 27708, USA
| | - L Gregory Appelbaum
- Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, Durham, NC 27710, USA
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Reybrouck M, Vuust P, Brattico E. Brain Connectivity Networks and the Aesthetic Experience of Music. Brain Sci 2018; 8:brainsci8060107. [PMID: 29895737 PMCID: PMC6025331 DOI: 10.3390/brainsci8060107] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2018] [Revised: 05/28/2018] [Accepted: 06/05/2018] [Indexed: 12/12/2022] Open
Abstract
Listening to music is above all a human experience, which becomes an aesthetic experience when an individual immerses himself/herself in the music, dedicating attention to perceptual-cognitive-affective interpretation and evaluation. The study of these processes where the individual perceives, understands, enjoys and evaluates a set of auditory stimuli has mainly been focused on the effect of music on specific brain structures, as measured with neurophysiology and neuroimaging techniques. The very recent application of network science algorithms to brain research allows an insight into the functional connectivity between brain regions. These studies in network neuroscience have identified distinct circuits that function during goal-directed tasks and resting states. We review recent neuroimaging findings which indicate that music listening is traceable in terms of network connectivity and activations of target regions in the brain, in particular between the auditory cortex, the reward brain system and brain regions active during mind wandering.
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Affiliation(s)
- Mark Reybrouck
- Faculty of Arts, University of Leuven, 3000 Leuven, Belgium.
- Department of Art History, Musicology and Theater Studies, IPEM Institute for Psychoacoustics and Electronic Music, 9000 Ghent, Belgium.
| | - Peter Vuust
- Center for Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music Aarhus/Aalborg, 8000 Aarhus, Denmark.
| | - Elvira Brattico
- Center for Music in the Brain, Department of Clinical Medicine, Aarhus University & The Royal Academy of Music Aarhus/Aalborg, 8000 Aarhus, Denmark.
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Koelsch S. Investigating the Neural Encoding of Emotion with Music. Neuron 2018; 98:1075-1079. [DOI: 10.1016/j.neuron.2018.04.029] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 04/19/2018] [Accepted: 04/20/2018] [Indexed: 10/28/2022]
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