964 results on '"Lieberman, Matthew D."'
Search Results
2. Null results of oxytocin and vasopressin administration on mentalizing in a large fMRI sample: evidence from a randomized controlled trial
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Straccia, Mark A, Teed, Adam R, Katzman, Perri L, Tan, Kevin M, Parrish, Michael H, Irwin, Michael R, Eisenberger, Naomi I, Lieberman, Matthew D, and Tabak, Benjamin A
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Biological Psychology ,Pharmacology and Pharmaceutical Sciences ,Biomedical and Clinical Sciences ,Psychology ,Basic Behavioral and Social Science ,Clinical Trials and Supportive Activities ,Brain Disorders ,Mental Health ,Neurosciences ,Clinical Research ,Behavioral and Social Science ,6.1 Pharmaceuticals ,1.2 Psychological and socioeconomic processes ,1.1 Normal biological development and functioning ,Neurological ,Humans ,Magnetic Resonance Imaging ,Mentalization ,Negative Results ,Oxytocin ,Vasopressins ,Administration ,Intranasal ,Healthy Volunteers ,fMRI ,functional connectivity ,mentalizing ,oxytocin ,theory of mind ,vasopressin ,Public Health and Health Services ,Psychiatry ,Clinical sciences ,Biological psychology ,Clinical and health psychology - Abstract
BackgroundAlthough potential links between oxytocin (OT), vasopressin (AVP), and social cognition are well-grounded theoretically, most studies have included all male samples, and few have demonstrated consistent effects of either neuropeptide on mentalizing (i.e. understanding the mental states of others). To understand the potential of either neuropeptide as a pharmacological treatment for individuals with impairments in social cognition, it is important to demonstrate the beneficial effects of OT and AVP on mentalizing in healthy individuals.MethodsIn the present randomized, double-blind, placebo-controlled study (n = 186) of healthy individuals, we examined the effects of OT and AVP administration on behavioral responses and neural activity in response to a mentalizing task.ResultsRelative to placebo, neither drug showed an effect on task reaction time or accuracy, nor on whole-brain neural activation or functional connectivity observed within brain networks associated with mentalizing. Exploratory analyses included several variables previously shown to moderate OT's effects on social processes (e.g., self-reported empathy, alexithymia) but resulted in no significant interaction effects.ConclusionsResults add to a growing literature demonstrating that intranasal administration of OT and AVP may have a more limited effect on social cognition, at both the behavioral and neural level, than initially assumed. Randomized controlled trial registrations: ClinicalTrials.gov; NCT02393443; NCT02393456; NCT02394054.
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- 2023
3. Generativity and Social Well-Being in Older Women: Expectations Regarding Aging Matter
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Moieni, Mona, Seeman, Teresa E, Robles, Theodore F, Lieberman, Matthew D, Okimoto, Stephanie, Lengacher, Clara, Irwin, Michael R, and Eisenberger, Naomi I
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Psychology ,Clinical and Health Psychology ,Applied and Developmental Psychology ,Mental Health ,Behavioral and Social Science ,Clinical Research ,Clinical Trials and Supportive Activities ,Aging ,7.1 Individual care needs ,Good Health and Well Being ,Aged ,Culture ,Female ,Humans ,Loneliness ,Motivation ,Narrative Therapy ,Outcome Assessment ,Health Care ,Personal Satisfaction ,Psychology ,Social ,Quality of Life ,Social Support ,Beliefs ,Social psychology of aging ,Social support ,Clinical Sciences ,Sociology ,Gerontology - Abstract
ObjectivesBeliefs about aging can contribute to health and well-being in older adults. Feeling generative, or that one is caring for and contributing to the well-being of others, can also impact health and well-being. In this study, we hypothesized that those with more positive expectations regarding aging (ERA) in the mental health domain would report greater levels of perceived social support (PSS) and lower levels of loneliness in response to a generativity intervention (vs control condition).MethodParticipants in this study (n = 73, 100% female) were randomly assigned to a 6-week generativity condition, which involved writing about life experiences and sharing advice with others, or to a control condition, which involved writing about neutral topics. Pre- and postintervention, PSS, and feelings of loneliness were measured.ResultsThose in the generativity condition with more positive ERA in the mental health domain reported greater PSS and lower loneliness postintervention.DiscussionThese results highlight the importance of psychological factors, such as ERA, in moderating the efficacy of interventions to promote social well-being in older adults.
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- 2021
4. Neural reference groups: a synchrony-based classification approach for predicting attitudes using fNIRS
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Dieffenbach, Macrina C, Gillespie, Grace SR, Burns, Shannon M, McCulloh, Ian A, Ames, Daniel L, Dagher, Munqith M, Falk, Emily B, and Lieberman, Matthew D
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Neurosciences ,Clinical Research ,Mental health ,Attitude ,Brain ,Emotions ,Humans ,Male ,Neuroimaging ,Prefrontal Cortex ,Spectroscopy ,Near-Infrared ,neural reference groups ,neural synchrony ,intersubject correlation ,fNIRS ,dmPFC ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
Social neuroscience research has demonstrated that those who are like-minded are also 'like-brained.' Studies have shown that people who share similar viewpoints have greater neural synchrony with one another, and less synchrony with people who 'see things differently.' Although these effects have been demonstrated at the 'group level,' little work has been done to predict the viewpoints of specific 'individuals' using neural synchrony measures. Furthermore, the studies that have made predictions using synchrony-based classification at the individual level used expensive and immobile neuroimaging equipment (e.g. functional magnetic resonance imaging) in highly controlled laboratory settings, which may not generalize to real-world contexts. Thus, this study uses a simple synchrony-based classification method, which we refer to as the 'neural reference groups' approach, to predict individuals' dispositional attitudes from data collected in a mobile 'pop-up neuroscience' lab. Using functional near-infrared spectroscopy data, we predicted individuals' partisan stances on a sociopolitical issue by comparing their neural timecourses to data from two partisan neural reference groups. We found that partisan stance could be identified at above-chance levels using data from dorsomedial prefrontal cortex. These results indicate that the neural reference groups approach can be used to investigate naturally occurring, dispositional differences anywhere in the world.
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- 2021
5. The comfort in touch: Immediate and lasting effects of handholding on emotional pain.
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Sahi, Razia S, Dieffenbach, Macrina C, Gan, Siyan, Lee, Maya, Hazlett, Laura I, Burns, Shannon M, Lieberman, Matthew D, Shamay-Tsoory, Simone G, and Eisenberger, Naomi I
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Humans ,Emotions ,Interpersonal Relations ,Touch ,Adult ,Female ,Male ,Mental Health ,Neurosciences ,Mind and Body ,Behavioral and Social Science ,Chronic Pain ,Pain Research ,General Science & Technology - Abstract
Consoling touch is a powerful form of social support that has been repeatedly demonstrated to reduce the experience of physical pain. However, it remains unknown whether touch reduces emotional pain in the same way that it reduces physical pain. The present research sought to understand how handholding with a romantic partner shapes experiences of emotional pain and comfort during emotional recollection, as well as how it shapes lasting emotional pain associated with emotional experiences. Participants recalled emotionally painful memories or neutral memories with their partners, while holding their partner's hand or holding a squeeze-ball. They additionally completed a follow-up survey to report how much emotional pain they associated with the emotional experiences after recalling them in the lab with their partners. Although consoling touch did not reduce emotional pain during the task, consoling touch increased feelings of comfort. Moreover, participants later recalled emotional memories that were paired with touch as being less emotionally painful than those that were not paired with touch. These findings suggest that touch does not decrease the immediate experience of emotional pain and may instead support adaptive processing of emotional experiences over time.
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- 2021
6. The relationship between agency, communion, and neural processes associated with conforming to social influence
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Tveleneva, Arina, Scholz, Christin, Yoon, Carolyn, Lieberman, Matthew D., Cooper, Nicole, O'Donnell, Matthew Brook, Falk, Emily B., and Cascio, Christopher N.
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- 2023
- Full Text
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7. Multivoxel pattern analysis in fMRI: A practical introduction for social and affective neuroscientists
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Weaverdyck, Miriam E, Lieberman, Matthew D, and Parkinson, Carolyn
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Basic Behavioral and Social Science ,Mental Health ,Clinical Research ,Behavioral and Social Science ,Neurosciences ,Neurological ,Brain ,Brain Mapping ,Humans ,Image Processing ,Computer-Assisted ,Machine Learning ,Magnetic Resonance Imaging ,Neuroimaging ,multivoxel pattern analysis ,representational similarity analysis ,classification ,fMRI ,social neuroscience ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
The family of neuroimaging analytical techniques known as multivoxel pattern analysis (MVPA) has dramatically increased in popularity over the past decade, particularly in social and affective neuroscience research using functional magnetic resonance imaging (fMRI). MVPA examines patterns of neural responses, rather than analyzing single voxel- or region-based values, as is customary in conventional univariate analyses. Here, we provide a practical introduction to MVPA and its most popular variants (namely, representational similarity analysis (RSA) and decoding analyses, such as classification using machine learning) for social and affective neuroscientists of all levels, particularly those new to such methods. We discuss how MVPA differs from traditional mass-univariate analyses, the benefits MVPA offers to social neuroscientists, experimental design and analysis considerations, step-by-step instructions for how to implement specific analyses in one's own dataset and issues that are currently facing research using MVPA methods.
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- 2020
8. Changes in functional connectivity with cognitive behavioral therapy for social anxiety disorder predict outcomes at follow-up
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Sandman, Christina F, Young, Katherine S, Burklund, Lisa J, Saxbe, Darby E, Lieberman, Matthew D, and Craske, Michelle G
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Clinical Research ,Brain Disorders ,Neurosciences ,Behavioral and Social Science ,Mind and Body ,Mental Health ,Basic Behavioral and Social Science ,Evaluation of treatments and therapeutic interventions ,6.6 Psychological and behavioural ,Mental health ,Adult ,Amygdala ,Brain ,Cognitive Behavioral Therapy ,Emotional Regulation ,Female ,Gyrus Cinguli ,Humans ,Male ,Neural Pathways ,Phobia ,Social ,Prefrontal Cortex ,Prognosis ,Sensorimotor Cortex ,Treatment Outcome ,Visual Cortex ,Young Adult ,fMRI ,Long-term treatment response ,Prefrontal cortex ,Emotion regulation ,Psychology ,Cognitive Sciences ,Clinical Psychology - Abstract
Approximately half of individuals with Social Anxiety Disorder (SAD) treated with psychological intervention do not achieve clinically significant improvement or retain long-term gains. Neurobiological models of SAD propose that disruptions in functioning of amygdala-prefrontal circuitry is implicated in short-term treatment response. However, whether treatment-related changes in functional connectivity predict long-term well-being after psychotherapy is unknown. Patients with SAD completed an incidental emotion regulation task during fMRI before and after treatment with cognitive behavioral therapy or acceptance and commitment therapy (n = 23, collapsed across groups). Psychophysiological interaction analyses using amygdala seed regions were conducted to assess changes in functional connectivity from pre-to post-treatment that predicted symptom change from 6 to 12-month follow-up. Negative change (i.e., greater inverse/weaker positive) in amygdala connectivity with the dorsomedial prefrontal cortex (dmPFC) and dorsal anterior cingulate cortex (dACC) predicted greater symptom reduction during follow-up. Positive change in amygdala connectivity with the cerebellum, fusiform gyrus, and pre-central and post-central gyri predicted less symptom reduction (e.g., no change or worsening). Results suggest that strengthened amygdala connectivity with regulatory regions may promote better long-term outcomes, whereas changes with visual and sensorimotor regions may represent sensitization to emotion-related cues, conferring poorer outcomes. Clinical implications for treatment personalization are discussed, should effects replicate in larger samples.
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- 2020
9. Tools of the Trade Multivoxel pattern analysis in fMRI: a practical introduction for social and affective neuroscientists.
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Weaverdyck, Miriam E, Lieberman, Matthew D, and Parkinson, Carolyn
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Brain ,Humans ,Magnetic Resonance Imaging ,Brain Mapping ,Neurosciences ,Image Processing ,Computer-Assisted ,Neuroimaging ,Machine Learning ,classification ,fMRI ,multivoxel pattern analysis ,representational similarity analysis ,social neuroscience ,Experimental Psychology ,Psychology ,Cognitive Sciences - Abstract
The family of neuroimaging analytical techniques known as multivoxel pattern analysis (MVPA) has dramatically increased in popularity over the past decade, particularly in social and affective neuroscience research using functional magnetic resonance imaging (fMRI). MVPA examines patterns of neural responses, rather than analyzing single voxel- or region-based values, as is customary in conventional univariate analyses. Here, we provide a practical introduction to MVPA and its most popular variants (namely, representational similarity analysis (RSA) and decoding analyses, such as classification using machine learning) for social and affective neuroscientists of all levels, particularly those new to such methods. We discuss how MVPA differs from traditional mass-univariate analyses, the benefits MVPA offers to social neuroscientists, experimental design and analysis considerations, step-by-step instructions for how to implement specific analyses in one's own dataset and issues that are currently facing research using MVPA methods.
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- 2020
10. Feeling needed: Effects of a randomized generativity intervention on well-being and inflammation in older women
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Moieni, Mona, Irwin, Michael R, Seeman, Teresa E, Robles, Theodore F, Lieberman, Matthew D, Breen, Elizabeth C, Okimoto, Stephanie, Lengacher, Clara, Arevalo, Jesusa MG, Olmstead, Richard, Cole, Steven W, and Eisenberger, Naomi I
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Biomedical and Clinical Sciences ,Biological Psychology ,Immunology ,Neurosciences ,Psychology ,Prevention ,Clinical Trials and Supportive Activities ,Behavioral and Social Science ,Clinical Research ,Mental Health ,Aging ,Generic health relevance ,Good Health and Well Being ,Aged ,Aged ,80 and over ,Female ,Health Status ,Humans ,Inflammation ,Intergenerational Relations ,Middle Aged ,Personal Satisfaction ,Generativity ,Intervention ,Neurology & Neurosurgery ,Biological psychology - Abstract
Generativity, or concern for and contribution to the well-being of younger generations, plays an important role in successful aging. The purpose of this study was to develop a novel, writing-based intervention to increase feelings of generativity and test the effect of this intervention on well-being and inflammation in a sample of older women. Participants in this study (n = 73; mean age = 70.9 years, range 60-86 years) were randomly assigned to a 6-week generativity writing condition (writing about life experiences and sharing advice with others) or a control writing condition (neutral, descriptive writing). Self-reported measures of social well-being, mental health, and physical health, as well as objective measures of systemic and cellular levels of inflammation (plasma pro-inflammatory cytokines interleukin-6 and tumor necrosis factor-α; genome-wide RNA transcriptional profiling), were assessed pre- and post-intervention. The generativity intervention led to significant improvements across multiple domains, including increases in participation in social activities, decreases in psychological distress, more positive expectations regarding aging in the physical health domain, and decreases in pro-inflammatory gene expression. Thus, this study provides preliminary evidence for the ability of a novel, low-cost, low-effort intervention to favorably impact inflammation and well-being in older women.
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- 2020
11. Preliminary Evidence That CD38 Moderates the Association of Neuroticism on Amygdala-Subgenual Cingulate Connectivity
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Tabak, Benjamin A, Young, Katherine S, Torre, Jared B, Way, Baldwin M, Burklund, Lisa J, Eisenberger, Naomi I, Lieberman, Matthew D, and Craske, Michelle G
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Biological Psychology ,Psychology ,Behavioral and Social Science ,Depression ,Genetics ,Clinical Research ,Basic Behavioral and Social Science ,Mental Health ,Neurosciences ,Brain Disorders ,Mental Illness ,2.1 Biological and endogenous factors ,Mental health ,CD38 ,fMRI ,functional connectivity ,neuroticism ,psychopathology ,oxytocin ,Cognitive Sciences ,Biological psychology - Abstract
CD38 genetic variation has been associated with autism spectrum disorders and social anxiety disorder, which may result from CD38's regulation of oxytocin secretion. Converging evidence has found that the rs3796863 A-allele contributes to increased social sensitivity compared to the CC genotype. The current study examined the moderating role of CD38 genetic variants (rs3796863 and rs6449182) that have been associated with enhanced (or reduced) social sensitivity on neural activation related to neuroticism, which is commonly elevated in individuals with social anxiety and depression. Adults (n = 72) with varying levels of social anxiety and depression provided biological samples for DNA extraction, completed a measure of neuroticism, and participated in a standardized emotion processing task (affect matching) while undergoing fMRI. A significant interaction effect was found for rs3796863 x neuroticism that predicted right amygdala-subgenual anterior cingulate cortex (sgACC) functional connectivity. Simple slopes analyses showed a positive association between neuroticism and right amygdala-sgACC connectivity among rs3796863 A-allele carriers. Findings suggest that the more socially sensitive rs3796863 A-allele may partially explain the relationship between a known risk factor (i.e. neuroticism) and promising biomarker (i.e. amygdala-sgACC connectivity) in the development and maintenance of social anxiety and depression.
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- 2020
12. Null results of oxytocin and vasopressin administration across a range of social cognitive and behavioral paradigms: Evidence from a randomized controlled trial
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Tabak, Benjamin A, Teed, Adam R, Castle, Elizabeth, Dutcher, Janine M, Meyer, Meghan L, Bryan, Ronnie, Irwin, Michael R, Lieberman, Matthew D, and Eisenberger, Naomi I
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Biological Psychology ,Biomedical and Clinical Sciences ,Psychology ,Behavioral and Social Science ,Mental Health ,Clinical Trials and Supportive Activities ,Neurosciences ,Clinical Research ,6.1 Pharmaceuticals ,1.2 Psychological and socioeconomic processes ,Mental health ,Neurological ,Administration ,Intranasal ,Adolescent ,Adult ,Bayes Theorem ,Cognition ,Double-Blind Method ,Female ,Humans ,Male ,Negative Results ,Oxytocin ,Placebo Effect ,Reproducibility of Results ,Social Behavior ,Social Skills ,Vasopressins ,Young Adult ,Vasopressin ,Social behavior ,Social cognition ,Social processes ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Psychiatry ,Biomedical and clinical sciences - Abstract
Research examining oxytocin and vasopressin in humans has the potential to elucidate neurobiological mechanisms underlying human sociality that have been previously unknown or not well characterized. A primary goal of this work is to increase our knowledge about neurodevelopmental and psychiatric disorders characterized by impairments in social cognition. However, years of research highlighting wide-ranging effects of, in particular, intranasal oxytocin administration have been tempered as the fields of psychology, neuroscience, and other disciplines have been addressing concerns over the reproducibility and validity of research findings. We present a series of behavioral tasks that were conducted using a randomized, double-blind, placebo controlled, between-subjects design, in which our research group found no main effects of oxytocin and vasopressin on a host of social outcomes. In addition to null hypothesis significance testing, we implemented equivalence testing and Bayesian hypothesis testing to examine the sensitivity of our findings. These analyses indicated that 47-83% of our results (depending on the method of post-hoc analysis) had enough sensitivity to detect the absence of a main effect. Our results add to evidence that intranasal oxytocin may have a more limited direct effect on human social processes than initially assumed and suggest that the direct effects of intranasal vasopressin may be similarly limited. Randomized controlled trial registration: NCT01680718.
- Published
- 2019
13. Self-referential processing during observation of a speech performance task in social anxiety disorder from pre- to post-treatment: Evidence of disrupted neural activation.
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Brown, Lily A, Young, Katherine S, Goldin, Philippe R, Torre, Jared B, Burklund, Lisa J, Davies, Carolyn D, Niles, Andrea N, Lieberman, Matthew D, Saxbe, Darby E, and Craske, Michelle G
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Brain ,Amygdala ,Humans ,Magnetic Resonance Imaging ,Treatment Outcome ,Speech ,Adult ,Female ,Male ,Young Adult ,Self-Assessment ,Acceptance and Commitment Therapy ,Phobia ,Social ,Cognitive Behavioral Therapy ,Acceptance and commitment therapy ,Cognitive behavior therapy ,Self-referential processing ,Social anxiety disorder ,Behavioral and Social Science ,Clinical Research ,Mental Health ,Neurosciences ,Evaluation of treatments and therapeutic interventions ,6.6 Psychological and behavioural ,1.1 Normal biological development and functioning ,Underpinning research ,Mental health ,Clinical Sciences ,Cognitive Sciences ,Psychiatry - Abstract
Self-referential processing is critical to understanding social anxiety disorder (SAD). This study examined neural differences in self-referential processing in healthy controls (HC) and participants with SAD at pre- and post-treatment. Participants (n = 64) underwent fMRI scanning while viewing a video of themselves ("Self") or another person ("Other"). SAD participants were randomized to cognitive behavior therapy (CBT), acceptance and commitment therapy (ACT), or waitlist, and were re-scanned at post-treatment. In SAD vs. HC, the fusiform face area (FFA) showed significantly more activation during Self vs. Other, and greater SAD severity was associated with significantly more activation during Self vs. Other in the right FFA and the left extrastriate body area (EBA). Greater reduction in SAD severity was associated with stronger connectivity between the amygdala and FFA during Self vs. Other at post-treatment, whereas the strength of connectivity during Self and Other was comparable at post-treatment for those with less SAD reduction. Thus, there were significant differences in activation and functional connectivity of brain regions implicated in self-referential processing in SAD. Change in connectivity between the amygdala and FFA were observed as a function of change in SAD severity, suggesting that improvements in SAD severity may correct this altered functional connectivity.
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- 2019
14. Testing the adolescent social reorientation model during self and other evaluation using hierarchical growth curve modeling with parcellated fMRI data
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Cosme, Danielle, Flournoy, John C., Livingston, Jordan L., Lieberman, Matthew D., Dapretto, Mirella, and Pfeifer, Jennifer H.
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- 2022
- Full Text
- View/download PDF
15. Neural connectivity during affect labeling predicts treatment response to psychological therapies for social anxiety disorder
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Young, Katherine S, LeBeau, Richard T, Niles, Andrea N, Hsu, Kean J, Burklund, Lisa J, Mesri, Bita, Saxbe, Darby, Lieberman, Matthew D, and Craske, Michelle G
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Biological Psychology ,Clinical and Health Psychology ,Psychology ,Clinical Research ,Brain Disorders ,Neurosciences ,Mental Health ,Mind and Body ,Behavioral and Social Science ,Evaluation of treatments and therapeutic interventions ,6.6 Psychological and behavioural ,Mental health ,Good Health and Well Being ,Adult ,Amygdala ,Cognitive Behavioral Therapy ,Emotions ,Female ,Humans ,Magnetic Resonance Imaging ,Male ,Neural Pathways ,Phobia ,Social ,Prefrontal Cortex ,Young Adult ,Social anxiety disorder ,fMRI ,Prefrontal cortex ,Emotion regulation ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Psychiatry ,Biomedical and clinical sciences ,Health sciences - Abstract
BackgroundAlthough psychological treatments for social anxiety disorder (SAD) can be highly effective, many individuals do not respond to treatment. Identifying factors associated with improved outcomes can facilitate individualized treatment choices. We investigated whether patterns of neural connectivity predicted treatment responses and whether treatment type, cognitive behavioral therapy (CBT) or acceptance and commitment therapy (ACT), moderated this effect.MethodsParticipants with SAD (n = 34) underwent fMRI prior to treatment and completed implicit and explicit emotion regulation tasks. Neural connectivity measures were estimates of amygdala-prefrontal cortex connectivity. Treatment responder status was defined using the 'clinically significant change index' (Loerinc et al., 2015).ResultsRight amygdala-right ventrolateral prefrontal cortex connectivity during implicit emotion regulation was a significant predictor of treatment response (OR = 9.01, 95% CI = 1.77, 46.0, p = .008). Stronger inverse connectivity was associated with greater likelihood of treatment response. There were no significant neural moderators of treatment response to CBT versus ACT.LimitationsThe primary limitation of this work was the small sample size which restricted the power to detect significant moderation effects, and results should be interpreted as preliminary.ConclusionsAmygdala-vlPFC connectivity during affect labeling predicted treatment responder status following CBT or ACT for social anxiety disorder. This suggests that the functioning of neural circuitry supporting emotion regulation capacities may be a 'gateway' to receiving benefit from psychological treatments. Future work should aim to replicate this effect in a larger sample and consider methods for enhancing functional connectivity within this circuitry as a potential treatment adjunct.
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- 2019
16. Electrocorticographic evidence of a common neurocognitive sequence for mentalizing about the self and others
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Tan, Kevin M., Daitch, Amy L., Pinheiro-Chagas, Pedro, Fox, Kieran C. R., Parvizi, Josef, and Lieberman, Matthew D.
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- 2022
- Full Text
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17. Affect labeling: a promising new neuroscience-based approach to treating combat-related PTSD in veterans
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Burklund, Lisa J., primary, Davies, Carolyn D., additional, Niles, Andrea, additional, Torre, Jared B., additional, Brown, Lily, additional, Vinograd, Meghan, additional, Lieberman, Matthew D., additional, and Craske, Michelle G., additional
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- 2024
- Full Text
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18. Neural activity during affect labeling predicts expressive writing effects on wellbeing: GLM and SVM approaches
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Memarian, Negar, Torre, Jared B, Haltom, Kate E, Stanton, Annette L, and Lieberman, Matthew D
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Mental Health ,Neurosciences ,Behavioral and Social Science ,Depression ,Mind and Body ,Mental health ,Good Health and Well Being ,Affect ,Amygdala ,Anxiety ,Expressed Emotion ,Female ,Frontal Lobe ,Health Status ,Humans ,Image Processing ,Computer-Assisted ,Limbic System ,Magnetic Resonance Imaging ,Male ,Personal Satisfaction ,Psychiatric Status Rating Scales ,Support Vector Machine ,Writing ,Young Adult ,affect labeling ,expressive writing ,supervised learning ,support vector machines ,functional magnetic resonance imaging ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
Affect labeling (putting feelings into words) is a form of incidental emotion regulation that could underpin some benefits of expressive writing (i.e. writing about negative experiences). Here, we show that neural responses during affect labeling predicted changes in psychological and physical well-being outcome measures 3 months later. Furthermore, neural activity of specific frontal regions and amygdala predicted those outcomes as a function of expressive writing. Using supervised learning (support vector machines regression), improvements in four measures of psychological and physical health (physical symptoms, depression, anxiety and life satisfaction) after an expressive writing intervention were predicted with an average of 0.85% prediction error [root mean square error (RMSE) %]. The predictions were significantly more accurate with machine learning than with the conventional generalized linear model method (average RMSE: 1.3%). Consistent with affect labeling research, right ventrolateral prefrontal cortex (RVLPFC) and amygdalae were top predictors of improvement in the four outcomes. Moreover, RVLPFC and left amygdala predicted benefits due to expressive writing in satisfaction with life and depression outcome measures, respectively. This study demonstrates the substantial merit of supervised machine learning for real-world outcome prediction in social and affective neuroscience.
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- 2017
19. Neural activity during affect labeling predicts expressive writing effects on well-being: GLM and SVM approaches.
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Memarian, Negar, Torre, Jared B, Haltom, Kate E, Stanton, Annette L, and Lieberman, Matthew D
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Limbic System ,Amygdala ,Frontal Lobe ,Humans ,Magnetic Resonance Imaging ,Depression ,Personal Satisfaction ,Affect ,Anxiety ,Expressed Emotion ,Psychiatric Status Rating Scales ,Health Status ,Writing ,Image Processing ,Computer-Assisted ,Female ,Male ,Young Adult ,Support Vector Machine ,affect labeling ,expressive writing ,functional magnetic resonance imaging ,supervised learning ,support vector machines ,Experimental Psychology ,Neurosciences ,Psychology ,Cognitive Sciences - Abstract
Affect labeling (putting feelings into words) is a form of incidental emotion regulation that could underpin some benefits of expressive writing (i.e. writing about negative experiences). Here, we show that neural responses during affect labeling predicted changes in psychological and physical well-being outcome measures 3 months later. Furthermore, neural activity of specific frontal regions and amygdala predicted those outcomes as a function of expressive writing. Using supervised learning (support vector machines regression), improvements in four measures of psychological and physical health (physical symptoms, depression, anxiety and life satisfaction) after an expressive writing intervention were predicted with an average of 0.85% prediction error [root mean square error (RMSE) %]. The predictions were significantly more accurate with machine learning than with the conventional generalized linear model method (average RMSE: 1.3%). Consistent with affect labeling research, right ventrolateral prefrontal cortex (RVLPFC) and amygdalae were top predictors of improvement in the four outcomes. Moreover, RVLPFC and left amygdala predicted benefits due to expressive writing in satisfaction with life and depression outcome measures, respectively. This study demonstrates the substantial merit of supervised machine learning for real-world outcome prediction in social and affective neuroscience.
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- 2017
20. Self-Transcendent Values and Neural Responses to Threatening Health Messages
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Kang, Yoona, O'Donnell, Matthew Brook, Strecher, Victor J, Taylor, Shelley E, Lieberman, Matthew D, and Falk, Emily B
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Biological Psychology ,Biomedical and Clinical Sciences ,Psychology ,Behavioral and Social Science ,Clinical Research ,Basic Behavioral and Social Science ,Adolescent ,Adult ,Altruism ,Amygdala ,Brain ,Cerebral Cortex ,Female ,Functional Neuroimaging ,Health Communication ,Humans ,Magnetic Resonance Imaging ,Male ,Middle Aged ,Sedentary Behavior ,Social Values ,Young Adult ,amygdala ,anterior insula ,health communication ,physical activity ,self-transcendence ,threat ,AI = anterior insula ,BDI = beck depression inventory ,BMI = body mass index ,CI = confidence interval ,fMRI = functional magnetic resonance imaging ,IPAQ = International Physical Activity Questionnaire ,RAND = The RAND 36-Item Health Survey ,ROI = region of interest ,SPM = statistical parametric mapping ,T1 = time 1 ,T2 = time 2 ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Psychiatry ,Clinical sciences ,Biological psychology - Abstract
ObjectivePrioritizing self-transcendent values such as family and friends more than nontranscendent values such as wealth and privilege is associated with lower stress response. In this study, we tested whether having self-transcendent values can reduce specific responses in the brain in the context of potentially threatening health communications.MethodsSedentary adults (N = 67) who would likely feel threatened by health messages that highlight the risk of sedentary behavior were recruited. Participants indicated the degree to which they prioritize self-transcendent values more than nontranscendent values. Using functional magnetic resonance imaging, participants' neural responses to health messages were assessed within neural regions implicated in threat responses, including bilateral amygdala and anterior insula (AI).ResultsA tendency to prioritize self-transcendent more than nontranscendent values was associated with lower reactivity during exposure to health messages within anatomically defined regions of left amygdala (t(55) = -2.66, p = .010, 95% confidence interval [CI] = -0.08 to -0.01), right amygdala (t(55) = -2.22, p = .031, 95% CI = -0.06 to 0.0), and left AI (t(55) = -2.17, p = .034, 95% CI = -0.04 to 0.0), as well as a mask functionally defined to be associated with "threat" using an automated meta-analysis (t(55) = -2.04, p = .046, 95% CI = -0.05 to 0.0). No significant effect was obtained within the right AI (t(55) = -1.38, p = .17, 95% CI = -0.04 to .01). These effects were partially enhanced by reinforcing important values through self-affirmation, remained significant after accounting for self-reported social connection, and were specific to health message processing (versus generic self-related information).ConclusionsAttenuated neural reactivity to potentially threatening health messages may be a novel way that prioritizing self-transcendent values could lead to positive health behaviors.
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- 2017
21. Treatment for social anxiety disorder alters functional connectivity in emotion regulation neural circuitry
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Young, Katherine S, Burklund, Lisa J, Torre, Jared B, Saxbe, Darby, Lieberman, Matthew D, and Craske, Michelle G
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Behavioral and Social Science ,Mind and Body ,Mental Health ,Brain Disorders ,Clinical Research ,Neurosciences ,Clinical Trials and Supportive Activities ,6.1 Pharmaceuticals ,6.6 Psychological and behavioural ,Evaluation of treatments and therapeutic interventions ,Mental health ,Acceptance and Commitment Therapy ,Adult ,Amygdala ,Cognitive Behavioral Therapy ,Emotions ,Female ,Humans ,Magnetic Resonance Imaging ,Male ,Nerve Net ,Phobia ,Social ,Treatment Outcome ,Young Adult ,Psychophysiological interactions ,Prefrontal cortex ,FMRI ,Randomized controlled trial ,CBT ,ACT ,Clinical Sciences ,Cognitive Sciences ,Psychiatry - Abstract
Social anxiety disorder (SAD) is characterized at a neurobiological level by disrupted activity in emotion regulation neural circuitry. Previous work has demonstrated amygdala hyperreactivity and disrupted prefrontal responses to social cues in individuals with SAD (Kim et al., 2011). While exposure-based psychological treatments effectively reduce SAD symptoms, not all individuals respond to treatment. Better understanding of the neural mechanisms involved offers the potential to improve treatment efficacy. In this study, we investigated functional connectivity in emotion regulation neural circuitry in a randomized controlled treatment trial for SAD. Participants with SAD underwent fMRI scanning while performing an implicit emotion regulation task prior to treatment (n=62). Following 12 weeks of cognitive behavioral therapy, acceptance and commitment therapy, or wait-list, participants completed a second scan (n=42). Psychophysiological interaction analyses using amygdala seed regions demonstrated differences between SAD and healthy control participants (HC; n=16) in right amygdala-vmPFC connectivity. SAD participants demonstrated more negative amygdala-to-vmPFC connectivity, compared to HC participants, an effect that was correlated with SAD symptom severity. Post-treatment symptom reduction was correlated with altered amygdala-to-vm/vlPFC connectivity, independent of treatment type. Greater symptom reduction was associated with more negative amygdala-to-vm/vlPFC connectivity. These findings suggest that effective psychological treatment for SAD enhances amygdala-prefrontal functional connectivity.
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- 2017
22. Neural responses to social threat and predictors of cognitive behavioral therapy and acceptance and commitment therapy in social anxiety disorder
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Burklund, Lisa J, Torre, Jared B, Lieberman, Matthew D, Taylor, Shelley E, and Craske, Michelle G
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Biological Psychology ,Clinical and Health Psychology ,Psychology ,Mental Health ,Clinical Research ,Behavioral and Social Science ,Mind and Body ,Neurosciences ,Anxiety Disorders ,Depression ,Mental health ,Acceptance and Commitment Therapy ,Adult ,Brain ,Brain Mapping ,Cognitive Behavioral Therapy ,Cues ,Emotions ,Female ,Humans ,Magnetic Resonance Imaging ,Male ,Phobia ,Social ,Psychological Distance ,Young Adult ,fMRI ,Rejection ,Treatment prediction ,Anterior cingulate cortex ,Amygdala ,Clinical Sciences ,Cognitive Sciences ,Psychiatry ,Clinical sciences ,Biological psychology - Abstract
Previous research has often highlighted hyperactivity in emotion regions to simple, static social threat cues in social anxiety disorder (SAD). Investigation of the neurobiology of SAD using more naturalistic paradigms can further reveal underlying mechanisms and how these relate to clinical outcomes. We used fMRI to investigate responses to novel dynamic rejection stimuli in individuals with SAD (N=70) and healthy controls (HC; N=17), and whether these responses predicted treatment outcomes following cognitive behavioral therapy (CBT) or acceptance and commitment therapy (ACT). Both HC and SAD groups reported greater distress to rejection compared to neutral social stimuli. At the neural level, HCs exhibited greater activations in social pain/rejection regions, including dorsal anterior cingulate cortex and anterior insula, to rejection stimuli. The SAD group evidenced a different pattern, with no differences in these rejection regions and relatively greater activations in the amygdala and other regions to neutral stimuli. Greater responses in anterior cingulate cortex and the amygdala to rejection vs. neutral stimuli predicted better CBT outcomes. In contrast, enhanced activity in sensory-focused posterior insula predicted ACT responses.
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- 2017
23. Greater response variability in adolescents is associated with increased white matter development
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Goldenberg, Diane, Telzer, Eva H, Lieberman, Matthew D, Fuligni, Andrew J, and Galván, Adriana
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Paediatrics ,Biomedical and Clinical Sciences ,Psychology ,Behavioral and Social Science ,Clinical Research ,Pediatric ,Adolescent ,Adolescent Behavior ,Anisotropy ,Brain ,Choice Behavior ,Decision Making ,Diffusion Tensor Imaging ,Female ,Humans ,Male ,Risk-Taking ,Self Report ,White Matter ,risky decision making ,response variability ,adolescence ,diffusion tensor imaging ,Neurosciences ,Cognitive Sciences ,Experimental Psychology ,Biological psychology ,Clinical and health psychology - Abstract
Adolescence is a period of learning, exploration, and continuous adaptation to fluctuating environments. Response variability during adolescence is an important, understudied, and developmentally appropriate behavior. The purpose of this study was to identify the association between performance on a dynamic risky decision making task and white matter microstructure in a sample of 48 adolescents (14-16 years). Individuals with the greatest response variability on the task obtained the widest range of experience with potential outcomes to risky choice. When compared with their more behaviorally consistent peers, adolescents with greater response variability rated real-world examples of risk taking behaviors as less risky via self-report. Tract-Based Spatial Statistics (TBSS) were used to examine fractional anisotropy (FA) and mean diffusivity (MD). Greater FA in long-range, late-maturing tracts was associated with higher response variability. Greater FA and lower MD were associated with lower riskiness ratings of real-world risky behaviors. Results suggest that response variability and lower perceived risk attitudes of real-world risk are supported by neural maturation in adolescents.
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- 2017
24. Modulating the neural bases of persuasion: why/how, gain/loss, and users/non-users
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Vezich, I Stephanie, Katzman, Perri L, Ames, Daniel L, Falk, Emily B, and Lieberman, Matthew D
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Behavioral and Social Science ,Neurosciences ,Adolescent ,Cooperative Behavior ,Female ,Health Behavior ,Humans ,Intention ,Magnetic Resonance Imaging ,Male ,Motivation ,Persuasive Communication ,Prefrontal Cortex ,Self Concept ,Skin Neoplasms ,Sunscreening Agents ,Young Adult ,persuasion ,message framing ,action planning ,fMRI ,MPFC ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
Designing persuasive content is challenging, in part because people can be poor predictors of their actions. Medial prefrontal cortex (MPFC) activation during message exposure reliably predicts downstream behavior, but past work has been largely atheoretical. We replicated past results on this relationship and tested two additional framing effects known to alter message receptivity. First, we examined gain- vs. loss-framed reasons for a health behavior (sunscreen use). Consistent with predictions from prospect theory, we observed greater MPFC activity to gain- vs. loss-framed messages, and this activity was associated with behavior. This relationship was stronger for those who were not previously sunscreen users. Second, building on theories of action planning, we compared neural activity during messages regarding how vs. why to enact the behavior. We observed rostral inferior parietal lobule and posterior inferior frontal gyrus activity during action planning ("how" messages), and this activity was associated with behavior; this is in contrast to the relationship between MPFC activity during the "why" (i.e., gain and loss) messages and behavior. These results reinforce that persuasion occurs in part via self-value integration-seeing value and incorporating persuasive messages into one's self-concept-and extend this work to demonstrate how message framing and action planning may influence this process.
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- 2017
25. Altered time course of amygdala activation during speech anticipation in social anxiety disorder.
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Davies, Carolyn D, Young, Katherine, Torre, Jared B, Burklund, Lisa J, Goldin, Philippe R, Brown, Lily A, Niles, Andrea N, Lieberman, Matthew D, and Craske, Michelle G
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Brain ,Amygdala ,Gyrus Cinguli ,Cerebral Cortex ,Humans ,Magnetic Resonance Imaging ,Brain Mapping ,Speech ,Diagnostic and Statistical Manual of Mental Disorders ,Adult ,Female ,Male ,Young Adult ,Anticipation ,Psychological ,Ventral Striatum ,Phobia ,Social ,Anticipation ,Public speaking ,Social anxiety disorder ,fMRI ,Clinical Research ,Neurosciences ,Anxiety Disorders ,Basic Behavioral and Social Science ,Mental Health ,Behavioral and Social Science ,Brain Disorders ,Mental health ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Psychiatry - Abstract
BackgroundExaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC).MethodParticipants (SAD n=58; HC n=16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task. Repeated measures multi-level modeling analyses were used to examine group differences in time course activity during speech vs. control anticipation for regions of interest, including bilateral amygdala, insula, ventral striatum, and dorsal anterior cingulate cortex.ResultsThe time course of amygdala activity was more prolonged and less variable throughout speech anticipation in SAD participants compared to HCs, whereas the overall magnitude of amygdala response did not differ between groups. Magnitude and time course of activity was largely similar between groups across other regions of interest.LimitationsAnalyses were restricted to regions of interest and task order was the same across participants due to the nature of deception instructions.ConclusionsSustained amygdala time course during anticipation may uniquely reflect heightened detection of threat or deficits in emotion regulation in socially anxious individuals. Findings highlight the importance of examining temporal dynamics of amygdala responding.
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- 2017
26. Changes in functional connectivity with cognitive behavioral therapy for social anxiety disorder predict outcomes at follow-up
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Sandman, Christina F., Young, Katherine S., Burklund, Lisa J., Saxbe, Darby E., Lieberman, Matthew D., and Craske, Michelle G.
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- 2020
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27. Oxytocin, but not vasopressin, impairs social cognitive ability among individuals with higher levels of social anxiety: a randomized controlled trial
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Tabak, Benjamin A, Meyer, Meghan L, Dutcher, Janine M, Castle, Elizabeth, Irwin, Michael R, Lieberman, Matthew D, and Eisenberger, Naomi I
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Biological Psychology ,Biomedical and Clinical Sciences ,Psychology ,Clinical Trials and Supportive Activities ,Neurosciences ,Mental Health ,Clinical Research ,Behavioral and Social Science ,Basic Behavioral and Social Science ,1.2 Psychological and socioeconomic processes ,Underpinning research ,Evaluation of treatments and therapeutic interventions ,6.1 Pharmaceuticals ,Mental health ,Adolescent ,Adult ,Double-Blind Method ,Female ,Humans ,Male ,Memory ,Short-Term ,Oxytocin ,Phobia ,Social ,Social Perception ,Vasopressins ,Young Adult ,oxytocin ,vasopressin ,social anxiety ,social cognition ,social working memory ,Cognitive Sciences ,Experimental Psychology ,Biological psychology ,Clinical and health psychology - Abstract
Individuals with social anxiety are characterized by a high degree of social sensitivity, which can coincide with impairments in social cognitive functioning (e.g. theory of mind). Oxytocin (OT) and vasopressin (AVP) have been shown to improve social cognition, and OT has been theorized as a potential therapeutic agent for individuals with social anxiety disorder. However, no study has investigated whether these neuropeptides improve social cognitive ability among socially anxious individuals. In a randomized, double-blind, placebo controlled, between-subjects design we investigated whether social anxiety moderated the effects of OT or AVP (vs placebo) on social working memory (i.e. working memory that involves manipulating social information) and non-social working memory. OT vs placebo impaired social working memory accuracy in participants with higher levels of social anxiety. No differences were found for non-social working memory or for AVP vs placebo. Results suggest that OT administration in individuals with higher levels of social anxiety may impair social cognitive functioning. Randomized-controlled trial registration: NCT01680718.
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- 2016
28. Links between parental depression and longitudinal changes in youths’ neural sensitivity to rewards
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Qu, Yang, Fuligni, Andrew J, Galván, Adriana, Lieberman, Matthew D, and Telzer, Eva H
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Behavioral and Social Science ,Depression ,Neurosciences ,Prevention ,Clinical Research ,Mental Health ,Pediatric ,Basic Behavioral and Social Science ,Brain Disorders ,2.1 Biological and endogenous factors ,Aetiology ,Mental health ,Adolescent ,Adolescent Behavior ,Child of Impaired Parents ,Female ,Humans ,Longitudinal Studies ,Magnetic Resonance Imaging ,Male ,Prefrontal Cortex ,Reward ,Risk-Taking ,Ventral Striatum ,adolescence ,parental depression ,risk taking ,longitudinal ,fMRI ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
Parental depression is a significant risk factor for adolescents' engagement in risk taking. Yet the neural processes that mediate the link between parental depression and adolescents' functioning remain unknown. Using a longitudinal functional magnetic resonance imaging design, we investigated how parental depression is associated with changes in adolescents' neural reactivity to rewards during a risk-taking task, and how such changes in neural reactivity are associated with changes in risk-taking behavior. Greater parental depressive symptoms were associated with increases in their adolescent child's risk taking and self-reported externalizing behavior over time. At the neural level, adolescents of parents with greater depressive symptoms showed longitudinal increases in the ventral striatum and dorsolateral prefrontal cortex to rewards during risk taking. Longitudinal increases in adolescents' ventral striatum activation mediates the link between greater parental depression and increases in adolescents' risk taking and externalizing behavior. These findings provide novel evidence that parental depression may contribute to changes in adolescents' neural reactivity to rewards over time, which is associated with greater increases in their risk taking and externalizing behavior.
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- 2016
29. Reply to Wager et al.: Pain and the dACC: The importance of hit rate-adjusted effects and posterior probabilities with fair priors
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Lieberman, Matthew D, Burns, Shannon M, Torre, Jared B, and Eisenberger, Naomi I
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Biomedical and Clinical Sciences ,Clinical Sciences ,Good Health and Well Being ,Bayes Theorem ,Humans ,Pain ,Probability - Published
- 2016
30. Self-affirmation activates brain systems associated with self-related processing and reward and is reinforced by future orientation
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Cascio, Christopher N, O'Donnell, Matthew Brook, Tinney, Francis J, Lieberman, Matthew D, Taylor, Shelley E, Strecher, Victor J, and Falk, Emily B
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Behavioral and Social Science ,Neurosciences ,Basic Behavioral and Social Science ,Clinical Research ,Neurological ,Mental health ,Adolescent ,Adult ,Brain ,Brain Mapping ,Corpus Striatum ,Exercise ,Female ,Gyrus Cinguli ,Humans ,Magnetic Resonance Imaging ,Male ,Middle Aged ,Nerve Net ,Prefrontal Cortex ,Reinforcement ,Psychology ,Reward ,Sedentary Behavior ,Self Concept ,Self-Control ,Young Adult ,self-affirmation ,fMRI ,reward ,positive valuation ,emotion regulation ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
Self-affirmation theory posits that people are motivated to maintain a positive self-view and that threats to perceived self-competence are met with resistance. When threatened, self-affirmations can restore self-competence by allowing individuals to reflect on sources of self-worth, such as core values. Many questions exist, however, about the underlying mechanisms associated with self-affirmation. We examined the neural mechanisms of self-affirmation with a task developed for use in a functional magnetic resonance imaging environment. Results of a region of interest analysis demonstrated that participants who were affirmed (compared with unaffirmed participants) showed increased activity in key regions of the brain's self-processing (medial prefrontal cortex + posterior cingulate cortex) and valuation (ventral striatum + ventral medial prefrontal cortex) systems when reflecting on future-oriented core values (compared with everyday activities). Furthermore, this neural activity went on to predict changes in sedentary behavior consistent with successful affirmation in response to a separate physical activity intervention. These results highlight neural processes associated with successful self-affirmation, and further suggest that key pathways may be amplified in conjunction with prospection.
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- 2016
31. Neural mechanisms of social influence in adolescence.
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Welborn, B Locke, Lieberman, Matthew D, Goldenberg, Diane, Fuligni, Andrew J, Galván, Adriana, and Telzer, Eva H
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Prefrontal Cortex ,Parietal Lobe ,Temporal Lobe ,Nerve Net ,Humans ,Magnetic Resonance Imaging ,Brain Mapping ,Risk-Taking ,Social Behavior ,Social Identification ,Parenting ,Internal-External Control ,Dominance ,Cerebral ,Reference Values ,Adolescent ,Female ,Male ,Young Adult ,Theory of Mind ,Peer Influence ,adolescence ,functional MRI ,mentalizing ,reward ,self-control ,social influence ,Neurosciences ,Basic Behavioral and Social Science ,Mental Health ,Behavioral and Social Science ,Pediatric ,Clinical Research ,Brain Disorders ,1.1 Normal biological development and functioning ,1.2 Psychological and socioeconomic processes ,Underpinning research ,Neurological ,Mental health ,Good Health and Well Being ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
During the transformative period of adolescence, social influence plays a prominent role in shaping young people's emerging social identities, and can impact their propensity to engage in prosocial or risky behaviors. In this study, we examine the neural correlates of social influence from both parents and peers, two important sources of influence. Nineteen adolescents (age 16-18 years) completed a social influence task during a functional magnetic resonance imaging (fMRI) scan. Social influence from both sources evoked activity in brain regions implicated in mentalizing (medial prefrontal cortex, left temporoparietal junction, right temporoparietal junction), reward (ventromedial prefrontal cortex), and self-control (right ventrolateral prefrontal cortex). These results suggest that mental state reasoning, social reward and self-control processes may help adolescents to evaluate others' perspectives and overcome the prepotent force of their own antecedent attitudes to shift their attitudes toward those of others. Findings suggest common neural networks involved in social influence from both parents and peers.
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- 2016
32. The dorsal anterior cingulate cortex is selective for pain: Results from large-scale reverse inference
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Lieberman, Matthew D and Eisenberger, Naomi I
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Mental Health ,Chronic Pain ,Behavioral and Social Science ,Basic Behavioral and Social Science ,Neurosciences ,Pain Research ,Neurological ,Gyrus Cinguli ,Humans ,Magnetic Resonance Imaging ,Pain ,dACC ,pain ,reverse inference ,Neurosynth - Abstract
Dorsal anterior cingulate cortex (dACC) activation is commonly observed in studies of pain, executive control, conflict monitoring, and salience processing, making it difficult to interpret the dACC's specific psychological function. Using Neurosynth, an automated brainmapping database [of over 10,000 functional MRI (fMRI) studies], we performed quantitative reverse inference analyses to explore the best general psychological account of the dACC function P(Ψ process|dACC activity). Results clearly indicated that the best psychological description of dACC function was related to pain processing--not executive, conflict, or salience processing. We conclude by considering that physical pain may be an instance of a broader class of survival-relevant goals monitored by the dACC, in contrast to more arbitrary temporary goals, which may be monitored by the supplementary motor area.
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- 2015
33. Social working memory and its distinctive link to social cognitive ability: an fMRI study
- Author
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Meyer, Meghan L, Taylor, Shelley E, and Lieberman, Matthew D
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Biological Psychology ,Cognitive and Computational Psychology ,Psychology ,Behavioral and Social Science ,Clinical Research ,Basic Behavioral and Social Science ,Neurosciences ,Dementia ,Acquired Cognitive Impairment ,Brain Disorders ,Mental Health ,1.2 Psychological and socioeconomic processes ,Underpinning research ,Mental health ,Adult ,Cognition ,Female ,Frontal Lobe ,Humans ,Linear Models ,Magnetic Resonance Imaging ,Male ,Memory ,Short-Term ,Parietal Lobe ,Social Behavior ,Social Skills ,Task Performance and Analysis ,social cognition ,working memory ,fMRI ,default network ,Cognitive Sciences ,Experimental Psychology ,Biological psychology ,Clinical and health psychology - Abstract
Engaging social working memory (SWM) during effortful social cognition has been associated with neural activation in two neurocognitive systems: the medial frontoparietal system and the lateral frontoparietal system. However, the respective roles played by these systems in SWM remain unknown. Results from this study demonstrate that only the medial frontoparietal system supports the social cognitive demands managed in SWM. In contrast, the lateral frontoparietal system supports the non-social cognitive demands that are needed for task performance, but that are independent of the social cognitive computations. Moreover, parametric increases in the medial frontoparietal system, but not the lateral frontoparietal system, in response to SWM load predicted performance on a challenging measure of perspective-taking. Thus, the medial frontoparietal system may uniquely support social cognitive processes in working memory and the working memory demands afforded by effortful social cognition, such as the need to track another person's perspective in mind.
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- 2015
34. Ethnicity Moderates the Outcomes of Self-Enhancement and Self-Improvement Themes in Expressive Writing
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Tsai, William, Lau, Anna S, Niles, Andrea N, Coello, Jordan, Lieberman, Matthew D, Ko, Ahra C, Hur, Christopher, and Stanton, Annette L
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Clinical and Health Psychology ,Social and Personality Psychology ,Psychology ,Behavioral and Social Science ,Mental health ,Adult ,Asian ,Female ,Humans ,Male ,Self-Assessment ,Stress ,Psychological ,United States ,White People ,Writing ,Young Adult ,expressive writing ,culture ,self-enhancement ,self-improvement ,Cultural Studies ,General Psychology & Cognitive Sciences ,Human resources and industrial relations ,Applied and developmental psychology ,Clinical and health psychology - Abstract
The current study examined whether writing content related to self-enhancing (viz., downward social comparison and situational attributions) and self-improving (viz., upward social comparison and persistence) motivations were differentially related to expressive writing outcomes among 17 Asian American and 17 European American participants. Content analysis of the essays revealed no significant cultural group differences in the likelihood of engaging in self-enhancing versus self-improving reflections on negative personal experiences. However, cultural group differences were apparent in the relation between self-motivation processes and changes in anxiety and depressive symptoms at 3-month follow-up. Among European Americans, writing that reflected downward social comparison predicted positive outcomes, whereas persistence writing themes were related to poorer outcomes. For Asian Americans, writing about persistence was related to positive outcomes, whereas downward social comparison and situational attributions predicted poorer outcomes. Findings provide evidence suggesting culturally distinct mechanisms for the effects of expressive disclosure. (PsycINFO Database Record
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- 2015
35. Longitudinal Changes in Prefrontal Cortex Activation Underlie Declines in Adolescent Risk Taking
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Qu, Yang, Galvan, Adriana, Fuligni, Andrew J, Lieberman, Matthew D, and Telzer, Eva H
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Neurosciences ,Prevention ,Adolescent Sexual Activity ,Behavioral and Social Science ,Basic Behavioral and Social Science ,Brain Disorders ,Pediatric ,1.2 Psychological and socioeconomic processes ,Underpinning research ,Neurological ,Mental health ,Adolescent ,Adolescent Behavior ,Brain Mapping ,Decision Making ,Female ,Humans ,Magnetic Resonance Imaging ,Male ,Prefrontal Cortex ,Reward ,Risk-Taking ,adolescence ,fMRI ,prefrontal cortex ,risk taking ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Neurology & Neurosurgery - Abstract
Adolescence is a critical developmental phase during which risk-taking behaviors increase across a variety of species, raising the importance of understanding how brain changes contribute to such behaviors. While the prefrontal cortex is thought to influence adolescent risk taking, the specific ways in which it functions are unclear. Using longitudinal functional magnetic resonance imaging in human adolescents, we found that ventrolateral prefrontal cortex (VLPFC) activation decreased during an experimental risk-taking task over time, with greater declines in VLPFC associated with greater declines in self-reported risky behavior. Furthermore, greater decreases in functional coupling between the medial prefrontal cortex (MPFC) and ventral striatum over time were associated with decreases in self-reported risky behavior. Thus, disparate roles of the VLPFC and MPFC modulate longitudinal declines in adolescent risk taking.Significance statementAdolescence is a developmental period marked by steep increases in risk-taking behavior coupled with dramatic brain changes. Although theories propose that the prefrontal cortex (PFC) may influence adolescent risk taking, the specific ways in which it functions remain unclear. We report the first longitudinal functional magnetic resonance imaging study to examine how neural activation during risk taking changes over time and contributes to adolescents' real-life risk-taking behavior. We find that longitudinal declines in activation of the ventrolateral PFC are linked to declines in adolescent risk taking, whereas the medial PFC influences adolescent risk taking via its functional neural coupling with reward-related regions. This is the first study to identify the mechanism by which different regions of the PFC disparately contribute to declines in risk taking.
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- 2015
36. Sleep variability in adolescence is associated with altered brain development.
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Telzer, Eva H, Goldenberg, Diane, Fuligni, Andrew J, Lieberman, Matthew D, and Gálvan, Adriana
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Brain ,Humans ,Electroencephalography ,Polysomnography ,Longitudinal Studies ,Adolescent Development ,Sleep ,Adolescent ,Adult ,Female ,Male ,Diffusion Tensor Imaging ,White Matter ,Sleep Wake Disorders ,Adolescence ,Brain development ,DTI ,Sleep Research ,Neurosciences ,Pediatric ,Biomedical Imaging ,Underpinning research ,1.1 Normal biological development and functioning ,Neurological ,Clinical Sciences ,Cognitive Sciences - Abstract
Despite the known importance of sleep for brain development, and the sharp increase in poor sleep during adolescence, we know relatively little about how sleep impacts the developing brain. We present the first longitudinal study to examine how sleep during adolescence is associated with white matter integrity. We find that greater variability in sleep duration one year prior to a DTI scan is associated with lower white matter integrity above and beyond the effects of sleep duration, and variability in bedtime, whereas sleep variability a few months prior to the scan is not associated with white matter integrity. Thus, variability in sleep duration during adolescence may have long-term impairments on the developing brain. White matter integrity should be increasing during adolescence, and so sleep variability is directly at odds with normative developmental trends.
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- 2015
37. The Default Mode of Human Brain Function Primes the Intentional Stance
- Author
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Spunt, Robert P, Meyer, Meghan L, and Lieberman, Matthew D
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Clinical Research ,Brain Disorders ,Behavioral and Social Science ,Neurosciences ,1.2 Psychological and socioeconomic processes ,Underpinning research ,1.1 Normal biological development and functioning ,Neurological ,Mental health ,Adolescent ,Adult ,Brain ,Brain Mapping ,Female ,Humans ,Intention ,Judgment ,Magnetic Resonance Imaging ,Male ,Neuropsychological Tests ,Personality ,Reaction Time ,Rest ,Social Perception ,Social Skills ,Young Adult ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
Humans readily adopt an intentional stance to other people, comprehending their behavior as guided by unobservable mental states such as belief, desire, and intention. We used fMRI in healthy adults to test the hypothesis that this stance is primed by the default mode of human brain function present when the mind is at rest. We report three findings that support this hypothesis. First, brain regions activated by actively adopting an intentional rather than nonintentional stance to a social stimulus were anatomically similar to those demonstrating default responses to fixation baseline in the same task. Second, moment-to-moment variation in default activity during fixation in the dorsomedial PFC was related to the ease with which participants applied an intentional--but not nonintentional--stance to a social stimulus presented moments later. Finally, individuals who showed stronger dorsomedial PFC activity at baseline in a separate task were generally more efficient when adopting the intentional stance and reported having greater social skills. These results identify a biological basis for the human tendency to adopt the intentional stance. More broadly, they suggest that the brain's default mode of function may have evolved, in part, as a response to life in a social world.
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- 2015
38. Affect labeling enhances exposure effectiveness for public speaking anxiety.
- Author
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Niles, Andrea N, Craske, Michelle G, Lieberman, Matthew D, and Hur, Christopher
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Humans ,Psychophysiology ,Speech ,Emotions ,Affect ,Anxiety ,Fear ,Arousal ,Anxiety Disorders ,Phobic Disorders ,Implosive Therapy ,Adult ,Female ,Male ,Young Adult ,Affect labeling ,Exposure ,Social phobia ,Basic Behavioral and Social Science ,Neurosciences ,Mental Health ,Behavioral and Social Science ,Mind and Body ,Clinical Research ,Mental health ,Psychology ,Cognitive Sciences ,Clinical Psychology - Abstract
Exposure is an effective treatment for anxiety but many patients do not respond fully. Affect labeling (labeling emotional experience) attenuates emotional responding. The current project examined whether affect labeling enhances exposure effectiveness in participants with public speaking anxiety. Participants were randomized to exposure with or without affect labeling. Physiological arousal and self-reported fear were assessed before and after exposure and compared between groups. Consistent with hypotheses, participants assigned to Affect Labeling, especially those who used more labels during exposure, showed greater reduction in physiological activation than Control participants. No effect was found for self-report measures. Also, greater emotion regulation deficits at baseline predicted more benefit in physiological arousal from exposure combined with affect labeling than exposure alone. The current research provides evidence that behavioral strategies that target prefrontal-amygdala circuitry can improve treatment effectiveness for anxiety and these effects are particularly pronounced for patients with the greatest deficits in emotion regulation.
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- 2015
39. Differential neural activation to friends and strangers links interdependence to empathy
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Meyer, Meghan L, Masten, Carrie L, Ma, Yina, Wang, Chenbo, Shi, Zhenhao, Eisenberger, Naomi I, Lieberman, Matthew D, and Han, Shihui
- Published
- 2015
40. The quality of adolescents' peer relationships modulates neural sensitivity to risk taking.
- Author
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Telzer, Eva H, Fuligni, Andrew J, Lieberman, Matthew D, Miernicki, Michelle E, and Galván, Adriana
- Subjects
Humans ,Magnetic Resonance Imaging ,Longitudinal Studies ,Risk-Taking ,Conflict (Psychology) ,Peer Group ,Interpersonal Relations ,Reward ,Conduct Disorder ,Neuropsychological Tests ,Culture ,Social Support ,Adolescent ,Female ,Male ,adolescence ,fMRI ,friendship ,peers ,risk taking ,Conflict ,Psychological ,Conflict ,Psychological ,Experimental Psychology ,Neurosciences ,Psychology ,Cognitive Sciences - Abstract
Adolescents' peer culture plays a key role in the development and maintenance of risk-taking behavior. Despite recent advances in developmental neuroscience suggesting that peers may increase neural sensitivity to rewards, we know relatively little about how the quality of peer relations impact adolescent risk taking. In the current 2-year three-wave longitudinal study, we examined how chronic levels of peer conflict relate to risk taking behaviorally and neurally, and whether this is modified by high-quality peer relationships. Forty-six adolescents completed daily diaries assessing peer conflict across 2 years as well as a measure of peer support. During a functional brain scan, adolescents completed a risk-taking task. Behaviorally, peer conflict was associated with greater risk-taking behavior, especially for adolescents reporting low peer support. High levels of peer support buffered this association. At the neural level, peer conflict was associated with greater activation in the striatum and insula, especially among adolescents reporting low peer support, whereas this association was buffered for adolescents reporting high peer support. Results are consistent with the stress-buffering model of social relationships and underscore the importance of the quality of adolescents' peer relationships for their risk taking.
- Published
- 2015
41. Self-affirmation alters the brain’s response to health messages and subsequent behavior change
- Author
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Falk, Emily B, O'Donnell, Matthew Brook, Cascio, Christopher N, Tinney, Francis, Kang, Yoona, Lieberman, Matthew D, Taylor, Shelley E, An, Lawrence, Resnicow, Kenneth, and Strecher, Victor J
- Subjects
Behavioral and Social Science ,Prevention ,Clinical Research ,Neurosciences ,Basic Behavioral and Social Science ,Mental Health ,Mental health ,Good Health and Well Being ,Behavior Therapy ,Brain ,Humans ,Magnetic Resonance Imaging ,Sedentary Behavior ,self-affirmation ,fMRI ,behavior change ,VMPFC ,physical activity - Abstract
Health communications can be an effective way to increase positive health behaviors and decrease negative health behaviors; however, those at highest risk are often most defensive and least open to such messages. For example, increasing physical activity among sedentary individuals affects a wide range of important mental and physical health outcomes, but has proven a challenging task. Affirming core values (i.e., self-affirmation) before message exposure is a psychological technique that can increase the effectiveness of a wide range of interventions in health and other domains; however, the neural mechanisms of affirmation's effects have not been studied. We used functional magnetic resonance imaging (fMRI) to examine neural processes associated with affirmation effects during exposure to potentially threatening health messages. We focused on an a priori defined region of interest (ROI) in ventromedial prefrontal cortex (VMPFC), a brain region selected for its association with self-related processing and positive valuation. Consistent with our hypotheses, those in the self-affirmation condition produced more activity in VMPFC during exposure to health messages and went on to increase their objectively measured activity levels more. These findings suggest that affirmation of core values may exert its effects by allowing at-risk individuals to see the self-relevance and value in otherwise-threatening messages.
- Published
- 2015
42. The Emerging Study of Positive Empathy
- Author
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Morelli, Sylvia A, Lieberman, Matthew D, and Zaki, Jamil
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Clinical Research ,Mental Health ,Psychology ,Cognitive Sciences - Abstract
Lay intuitions suggest that the ability to share, celebrate, and enjoy others' positive emotions - a phenomenon we term positive empathy - bolsters individual well-being and relationship strength. However, it is unclear from the current literature whether (i) positive empathy is distinct from highly related constructs and (ii) whether positive empathy is associated with salutary social and personal outcomes. Here, we begin by examining basic evidence suggesting that positive empathy is related to, but independent from, constructs such as general positivity and empathy for others' distress. We then review evidence that positive empathy correlates with increased prosocial behavior, social closeness, and well-being. Lastly, we discuss open directions for the study of positive empathy, such as investigating the potential role of positive empathy (or its disruption) in psychiatric disorders.
- Published
- 2015
43. Altered emotion regulation capacity in social phobia as a function of comorbidity
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Burklund, Lisa J, Craske, Michelle G, Taylor, Shelley E, and Lieberman, Matthew D
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Clinical Research ,Behavioral and Social Science ,Brain Disorders ,Anxiety Disorders ,Mental Health ,Depression ,Neurosciences ,Mental health ,Adult ,Affect ,Amygdala ,Anxiety ,Comorbidity ,Emotions ,Female ,Humans ,Magnetic Resonance Imaging ,Male ,Mental Disorders ,Phobic Disorders ,Prefrontal Cortex ,Psychiatric Status Rating Scales ,Psychomotor Performance ,Social Perception ,Socioeconomic Factors ,Surveys and Questionnaires ,Young Adult ,social anxiety ,depression ,affect labeling ,functional magnetic resonance imaging ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
Social phobia (SP) has been associated with amygdala hyperreactivity to fear-relevant stimuli. However, little is known about the neural basis of SP individuals' capacity to downregulate their responses to such stimuli and how such regulation varies as a function of comorbid depression and anxiety. We completed an functional magnetic resonance imaging (fMRI) study wherein SP participants without comorbidity (n = 30), with comorbid depression (n = 18) and with comorbid anxiety (n = 19) and healthy controls (n = 15) were scanned while completing an affect labeling emotion regulation task. Individuals with SP as a whole exhibited a reversal of the pattern observed in healthy controls in that they showed upregulation of amygdala activity during affect labeling. However, subsequent analyses revealed a more complex picture based on comorbidity type. Although none of the SP subgroups showed the normative pattern of amygdala downregulation, it was those with comorbid depression specifically who showed significant upregulation. Effects could not be attributed to differences in task performance, amygdala reactivity or right ventral lateral prefrontal cortex (RVLPFC) engagement, but may stem from dysfunctional communication between amygdala and RVLPFC. Furthermore, the particularly altered emotion regulation seen in those with comorbid depression could not be fully explained by symptom severity or state anxiety. Results reveal altered emotion regulation in SP, especially when comorbid with depression.
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- 2015
44. Examining Positive and Negative Affect as Outcomes and Moderators of Cognitive-Behavioral Therapy and Acceptance and Commitment Therapy for Social Anxiety Disorder
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Sewart, Amy R., Niles, Andrea N., Burklund, Lisa J., Saxbe, Darby E., Lieberman, Matthew D., and Craske, Michelle G.
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- 2019
- Full Text
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45. Null results of oxytocin and vasopressin administration across a range of social cognitive and behavioral paradigms: Evidence from a randomized controlled trial
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Tabak, Benjamin A., Teed, Adam R., Castle, Elizabeth, Dutcher, Janine M., Meyer, Meghan L., Bryan, Ronnie, Irwin, Michael R., Lieberman, Matthew D., and Eisenberger, Naomi I.
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- 2019
- Full Text
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46. Social, self, (situational), and affective processes in medial prefrontal cortex (MPFC): Causal, multivariate, and reverse inference evidence
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Lieberman, Matthew D., Straccia, Mark A., Meyer, Meghan L., Du, Meng, and Tan, Kevin M.
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- 2019
- Full Text
- View/download PDF
47. Self-referential processing during observation of a speech performance task in social anxiety disorder from pre- to post-treatment: Evidence of disrupted neural activation
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Brown, Lily A., Young, Katherine S., Goldin, Philippe R., Torre, Jared B., Burklund, Lisa J., Davies, Carolyn D., Niles, Andrea N., Lieberman, Matthew D., Saxbe, Darby E., and Craske, Michelle G.
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- 2019
- Full Text
- View/download PDF
48. Social in, social out: How the brain responds to social language with more social language.
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O'Donnell, Matthew Brook, Falk, Emily B, and Lieberman, Matthew D
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fMRI ,mentalizing ,natural language processing ,neuroimaging ,re-transmission ,social language ,social sharing ,word of mouth ,Social Sharing ,Natural Language Processing ,Mentalizing ,Social Language ,Communication & Media Studies ,Journalism and Professional Writing ,Communication and Media Studies - Abstract
Social connection is a fundamental human need. As such, people's brains are sensitized to social cues, such as those carried by language, and to promoting social communication. The neural mechanisms of certain key building blocks in this process, such as receptivity to and reproduction of social language, however, are not known. We combined quantitative linguistic analysis and neuroimaging to connect neural activity in brain regions used to simulate the mental states of others with exposure to, and re-transmission of, social language. Our results link findings on successful idea transmission from communication science, sociolinguistics and cognitive neuroscience to prospectively predict the degree of social language that participants utilize when re-transmitting ideas as a function of 1) initial language inputs and 2) neural activity during idea exposure.
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- 2015
49. Person-specific Theory of Mind in Medial pFC
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Welborn, B Locke and Lieberman, Matthew D
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Mind and Body ,Brain Mapping ,Female ,Humans ,Magnetic Resonance Imaging ,Male ,Neuropsychological Tests ,Politics ,Prefrontal Cortex ,Theory of Mind ,Neurosciences ,Psychology ,Cognitive Sciences ,Experimental Psychology - Abstract
Although research on theory of mind has strongly implicated the dorsomedial pFC (incuding medial BA 8 and BA 9), the unique contributions of medial pFC (MPFC; corresponding to medial BA 10) to mentalizing remain uncertain. The extant literature has considered the possibility that these regions may be specialized for self-related cognition or for reasoning about close others, but evidence for both accounts has been inconclusive. We propose a novel theoretical framework: MPFC selectively implements "person-specific theories of mind" (ToMp) representing the unique, idiosyncratic traits or attributes of well-known individuals. To test this hypothesis, we used fMRI to assess MPFC responses in Democratic and Republican participants as they evaluated more or less subjectively well-known political figures. Consistent with the ToMp account, MPFC showed greater activity to subjectively well-known targets, irrespective of participants' reported feelings of closeness or similarity. MPFC also demonstrated greater activity on trials in which targets (whether politicians or oneself) were judged to be relatively idiosyncratic, making a generic theory of mind inapplicable. These results suggest that MPFC may supplement the generic theory of mind process, with which dorsomedial pFC has been associated, by contributing mentalizing capacities tuned to individuated representations of specific well-known others.
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- 2015
50. Vasopressin, but not oxytocin, increases empathic concern among individuals who received higher levels of paternal warmth: A randomized controlled trial.
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Tabak, Benjamin A, Meyer, Meghan L, Castle, Elizabeth, Dutcher, Janine M, Irwin, Michael R, Han, Jung H, Lieberman, Matthew D, and Eisenberger, Naomi I
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Humans ,Oxytocin ,Vasopressins ,Double-Blind Method ,Social Behavior ,Empathy ,Father-Child Relations ,Adolescent ,Adult ,Female ,Male ,Young Adult ,Empathic concern ,Intranasal administration ,Paternal warmth ,Vasopressin ,Clinical Research ,Clinical Trials and Supportive Activities ,6.1 Pharmaceuticals ,Psychiatry ,Medical and Health Sciences ,Psychology and Cognitive Sciences - Abstract
BackgroundEmpathy improves our ability to communicate in social interactions and motivates prosocial behavior. The neuropeptides arginine vasopressin and oxytocin play key roles in socioemotional processes such as pair bonding and parental care, which suggests that they may be involved in empathic processing.MethodsWe investigated how vasopressin and oxytocin affect empathic responding in a randomized, double-blind, placebo controlled, between-subjects study design. We also examined the moderating role of parental warmth, as reported in the early family environment, on empathic responding following vasopressin, oxytocin, or placebo administration.ResultsAmong participants who reported higher levels of paternal warmth (but not maternal warmth), vasopressin (vs. placebo and oxytocin) increased ratings of empathic concern after viewing distressing and uplifting videos. No main or interaction effects were found for individuals who received oxytocin.ConclusionsVasopressin has a role in enhancing empathy among individuals who received higher levels of paternal warmth.Trial registrationNCT01680718.
- Published
- 2015
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