ABSTRACT
Affective inertia represents the lasting impact of transient emotions at one time point on affective state at a subsequent time point. Here we describe the neural underpinnings of inertia following negative emotions elicited by sad events in movies. Using a co-activation pattern analysis of dynamic functional connectivity, we examined the temporal expression and reciprocal interactions among brain-wide networks during movies and subsequent resting periods in twenty healthy subjects. Our findings revealed distinctive spatiotemporal expression of visual (VIS), default mode (DMN), central executive (CEN), and frontoparietal control (FPCN) networks both in negative movies and in rest periods following these movies. We also identified different reciprocal relationships among these networks, in transitions from movie to rest. While FPCN and DMN expression increased during and after negative movies, respectively, FPCN occurrences during the movie predicted lower DMN and higher CEN expression during subsequent rest after neutral movies, but this relationship was reversed after the elicitation of negative emotions. Changes in FPCN and DMN activity correlated with more negative subjective affect. These findings provide new insights into the transient interactions of intrinsic brain networks underpinning the inertia of negative emotions. More specifically, they describe a major role of FPCN in emotion elicitation processes, with prolonged impact on DMN activity in subsequent rest, presumably involved in emotion regulation and restoration of homeostatic balance after negative events.
Subject(s)
Brain/diagnostic imaging , Brain/physiology , Emotions/physiology , Magnetic Resonance Imaging/methods , Nerve Net/diagnostic imaging , Nerve Net/physiology , Adult , Female , Humans , Photic Stimulation/methods , Time Factors , Young AdultABSTRACT
Alterations in activity and connectivity of brain circuits implicated in emotion processing and emotion regulation have been observed during resting-state for different clinical phases of bipolar disorders (BD), but longitudinal investigations across different mood states in the same patients are still rare. Furthermore, measuring dynamics of functional connectivity patterns offers a powerful method to explore changes in the brain's intrinsic functional organization across mood states. We used a novel co-activation pattern (CAP) analysis to explore the dynamics of amygdala connectivity at rest in a cohort of 20 BD patients prospectively followed-up and scanned across distinct mood states: euthymia (20 patients; 39 sessions), depression (12 patients; 18 sessions), or mania/hypomania (14 patients; 18 sessions). We compared them to 41 healthy controls scanned once or twice (55 sessions). We characterized temporal aspects of dynamic fluctuations in amygdala connectivity over the whole brain as a function of current mood. We identified six distinct networks describing amygdala connectivity, among which an interoceptive-sensorimotor CAP exhibited more frequent occurrences during hypomania compared to other mood states, and predicted more severe symptoms of irritability and motor agitation. In contrast, a default-mode CAP exhibited more frequent occurrences during depression compared to other mood states and compared to controls, with a positive association with depression severity. Our results reveal distinctive interactions between amygdala and distributed brain networks in different mood states, and foster research on interoception and default-mode systems especially during the manic and depressive phase, respectively. Our study also demonstrates the benefits of assessing brain dynamics in BD.
Subject(s)
Bipolar Disorder , Amygdala/diagnostic imaging , Bipolar Disorder/diagnostic imaging , Brain Mapping , Humans , Irritable Mood , Longitudinal Studies , Magnetic Resonance ImagingABSTRACT
Carry-over effects on brain states have been reported following emotional and cognitive events, persisting even during subsequent rest. Here, we investigated such effects by identifying recurring co-activation patterns (CAPs) in neural networks at rest with functional magnetic resonance imaging (fMRI). We compared carry-over effects on brain-wide CAPs at rest and their modulation after both affective and cognitive challenges. Healthy participants underwent fMRI scanning during emotional induction with negative valence and performed cognitive control tasks, each followed by resting periods. Several CAPs, overlapping with the default-mode (DMN), salience, dorsal attention, and social cognition networks were impacted by both the preceding events (movie or task) and the emotional valence of the experimental contexts (neutral or negative), with differential dynamic fluctuations over time. Temporal metrics of DMN-related CAPs were altered after exposure to negative emotional content (compared to neutral) and predicted changes in subjective affect on self-reported scores. In parallel, duration rates of another attention-related CAP increased with greater task difficulty during the preceding cognitive control condition, specifically in the negative context. These findings provide new insights on the anatomical organization and temporal inertia of functional brain networks, whose expression is differentially shaped by emotional states, presumably mediating adaptive homeostatic processes subsequent to behaviorally challenging events.
Subject(s)
Affect/physiology , Connectome , Default Mode Network/physiology , Executive Function/physiology , Nerve Net/physiology , Psychomotor Performance/physiology , Adult , Connectome/methods , Default Mode Network/diagnostic imaging , Female , Humans , Magnetic Resonance Imaging , Nerve Net/diagnostic imaging , Young AdultABSTRACT
Positive-social emotions mediate one's cognitive performance, mood, well-being, and social bonds, and represent a critical variable within therapeutic settings. It has been shown that the upregulation of positive emotions in social situations is associated with increased top-down signals that stem from the prefrontal cortices (PFC) which modulate bottom-up emotional responses in the amygdala. However, it remains unclear if positive-social emotion upregulation of the amygdala occurs directly through the dorsomedial PFC (dmPFC) or indirectly linking the bilateral amygdala with the dmPFC via the subgenual anterior cingulate cortex (sgACC), an area which typically serves as a gatekeeper between cognitive and emotion networks. We performed functional MRI (fMRI) experiments with and without effortful positive-social emotion upregulation to demonstrate the functional architecture of a network involving the amygdala, the dmPFC, and the sgACC. We found that effortful positive-social emotion upregulation was associated with an increase in top-down connectivity from the dmPFC on the amygdala via both direct and indirect connections with the sgACC. Conversely, we found that emotion processes without effortful regulation increased network modulation by the sgACC and amygdala. We also found that more anxious individuals with a greater tendency to suppress emotions and intrusive thoughts, were likely to display decreased amygdala, dmPFC, and sgACC activity and stronger connectivity strength from the sgACC onto the left amygdala during effortful emotion upregulation. Analyzed brain network suggests a more general role of the sgACC in cognitive control and sheds light on neurobiological informed treatment interventions.
Subject(s)
Amygdala/physiology , Connectome , Emotional Regulation/physiology , Gyrus Cinguli/physiology , Nerve Net/physiology , Prefrontal Cortex/physiology , Social Perception , Adult , Amygdala/diagnostic imaging , Echo-Planar Imaging , Female , Gyrus Cinguli/diagnostic imaging , Humans , Male , Nerve Net/diagnostic imaging , Prefrontal Cortex/diagnostic imaging , Visual Perception/physiology , Young AdultABSTRACT
Functional magnetic resonance imaging provides rich spatio-temporal data of human brain activity during task and rest. Many recent efforts have focussed on characterising dynamics of brain activity. One notable instance is co-activation pattern (CAP) analysis, a frame-wise analytical approach that disentangles the different functional brain networks interacting with a user-defined seed region. While promising applications in various clinical settings have been demonstrated, there is not yet any centralised, publicly accessible resource to facilitate the deployment of the technique. Here, we release a working version of TbCAPs, a new toolbox for CAP analysis, which includes all steps of the analytical pipeline, introduces new methodological developments that build on already existing concepts, and enables a facilitated inspection of CAPs and resulting metrics of brain dynamics. The toolbox is available on a public academic repository at https://c4science.ch/source/CAP_Toolbox.git. In addition, to illustrate the feasibility and usefulness of our pipeline, we describe an application to the study of human cognition. CAPs are constructed from resting-state fMRI using as seed the right dorsolateral prefrontal cortex, and, in a separate sample, we successfully predict a behavioural measure of continuous attentional performance from the metrics of CAP dynamics (R â= â0.59).
Subject(s)
Attention/physiology , Connectome/methods , Magnetic Resonance Imaging/methods , Nerve Net/physiology , Pattern Recognition, Automated/methods , Prefrontal Cortex/physiology , Psychomotor Performance/physiology , Adult , Connectome/standards , Humans , Magnetic Resonance Imaging/standards , Nerve Net/diagnostic imaging , Pattern Recognition, Automated/standards , Prefrontal Cortex/diagnostic imaging , Software , User-Computer InterfaceABSTRACT
Most mental functions are associated with dynamic interactions within functional brain networks. Thus, training individuals to alter functional brain networks might provide novel and powerful means to improve cognitive performance and emotions. Using a novel connectivity-neurofeedback approach based on functional magnetic resonance imaging (fMRI), we show for the first time that participants can learn to change functional brain networks. Specifically, we taught participants control over a key component of the emotion regulation network, in that they learned to increase top-down connectivity from the dorsomedial prefrontal cortex, which is involved in cognitive control, onto the amygdala, which is involved in emotion processing. After training, participants successfully self-regulated the top-down connectivity between these brain areas even without neurofeedback, and this was associated with concomitant increases in subjective valence ratings of emotional stimuli of the participants. Connectivity-based neurofeedback goes beyond previous neurofeedback approaches, which were limited to training localized activity within a brain region. It allows to noninvasively and nonpharmacologically change interconnected functional brain networks directly, thereby resulting in specific behavioral changes. Our results demonstrate that connectivity-based neurofeedback training of emotion regulation networks enhances emotion regulation capabilities. This approach can potentially lead to powerful therapeutic emotion regulation protocols for neuropsychiatric disorders.
Subject(s)
Emotions/physiology , Learning/physiology , Nerve Net/physiology , Neurofeedback , Adult , Amygdala/physiology , Behavior , Cognition/physiology , Female , Humans , Magnetic Resonance Imaging , Male , Models, Neurological , Neural Pathways/physiology , Neuropsychological Tests , Photic Stimulation , Prefrontal Cortex/physiologyABSTRACT
We used functional magnetic resonance imaging (fMRI) to examine affective control longitudinally in a group of patients with bipolar disorder (BD). Participants comprised 12 BD patients who underwent repeated fMRI scans in euthymic (n=11), depressed (n=9), or hypomanic (n=9) states, and were compared with 12 age-matched healthy controls. During fMRI, participants performed an emotional face-word interference task with either low or high attentional demands. Relative to healthy controls, patients showed decreased activation of the cognitive control network normally associated with conflict processing, more severely during hypomania than during depression, but regardless of level of task demand in both cases. During euthymia, a decreased response to conflict was observed only during the high load condition. Additionally, unlike healthy participants, patients exhibited deactivation in several key areas in response to emotion-conflict trials - including the rostral anterior cingulate cortex during euthymia, the hippocampus during depression, and the posterior cingulate cortex during hypomania. Our results indicate that the ability of BD patients to recruit control networks when processing affective conflict, and the abnormal suppression of activity in distinct components of the default mode network, may depend on their current clinical state and attentional demand.
Subject(s)
Bipolar Disorder/physiopathology , Bipolar Disorder/psychology , Brain/physiopathology , Conflict, Psychological , Emotions , Magnetic Resonance Imaging , Adult , Affect , Attention , Case-Control Studies , Depression/physiopathology , Female , Follow-Up Studies , Gyrus Cinguli/physiopathology , Hippocampus/physiopathology , Humans , MaleABSTRACT
Anhedonia is a personality trait associated with a decrease in the ability to feel pleasure. We investigated the experience of pleasure in individuals with physical and social anhedonia for positive pictures with varying levels of luminance contrast. Photographs with either a sensory or a social content were modified with a contrast-gradation procedure. Participants had to report the intensity of the pleasure they experienced in response to these pictures. Twenty-six subjects with physical anhedonia, 18 with social anhedonia and 34 control subjects completed the task. In controls, high-contrast pictures elicited an intense feeling of pleasure, whereas low contrast pictures elicited little pleasure. Although they were also sensitive to the modulation of contrast, subjects with physical and social anhedonia reported less pleasure than controls, across a larger range of contrast levels for sensory and social pictures, respectively. The findings suggest that the deficit in the experience of positive emotion in anhedonia is associated with a diminished pleasure intensity, fairly selective for the sensory or the social emotion dimension. This study encourages further investigation of the interaction between perceptual encoding and emotional processing in anhedonia.
Subject(s)
Affective Symptoms/diagnosis , Affective Symptoms/physiopathology , Psychotic Disorders/diagnosis , Psychotic Disorders/physiopathology , Social Environment , Analysis of Variance , Emotions/physiology , Female , Humans , Judgment/physiology , Male , Photic Stimulation/methods , Surveys and Questionnaires , Young AdultABSTRACT
Hearing loss may lead to major changes in the social and emotional aspects of daily life. This follow-up study investigated the effect of hearing-aid use on emotional experience in adults with hearing impairment. Thirteen individuals with impaired hearing were tested before and after 6 months of hearing-aid use, and were compared with 19 individuals who had worn hearing aids for many years. The participants reported their daily emotional experiences, by completing questionnaires relating to sensory and social pleasure. After 6 months of hearing-aid use, individuals experienced more physical and social pleasure, whereas individuals using hearing aids for long periods of time reported similar levels of pleasure at the beginning and at the end of a 6-month interval. The participants also performed a visual task, in which they rated the intensity of pleasure they experienced in response to emotionally positive and neutral pictures differing in luminance contrast. In this task, pleasure typically decreases with decreasing contrast of the positive images displayed. Once they had been fitted with hearing aids, the participants reported lower levels of pleasure, especially at low contrast. These findings highlight that the anhedonia scales provide a measure sensitive to emotional improvements that accompany the partial restoration of hearing function, although these scales were not specifically designed for hearing-impaired populations. In contrast, the surprising decrease in pleasure ratings for pictures after the introduction of hearing-aid use may be because of the compensation of hearing loss by changes in visual attention functions.
Subject(s)
Hearing Aids/psychology , Hearing Loss/psychology , Hearing Loss/rehabilitation , Persons With Hearing Impairments/psychology , Pleasure , Adult , Aged , Analysis of Variance , Attention , Emotions , Female , France , Humans , Male , Middle Aged , Social Behavior , Vision, OcularABSTRACT
Social anhedonia is a more promising indicator of vulnerability to schizophrenia than physical anhedonia, both as assessed by Chapman scales. More broadly, the populations identified by these scales would have a propensity to different psychiatric disorders. This cross-sectional study examined the respective profiles of schizotypy, anxiety, and depression in French students with physical and social anhedonia, using psychometric and interview-based measures. Compared to controls (n=46), subjects with social anhedonia (n=19) reported higher schizotypal scores for interpersonal, paranoid, disorganization, and cognitive/perceptual dimensions, whereas subjects with physical anhedonia (n=35) had more extensive interpersonal deficits and paranoia. Both groups had more depressive and anxiety symptoms than controls, in particular subjects with social anhedonia.