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1.
Cereb Cortex ; 34(9)2024 Sep 03.
Artigo em Inglês | MEDLINE | ID: mdl-39331032

RESUMO

Spatial attention bias reflects tendency to direct attention to specific side in space. This bias reflects asymmetric dopamine (DA) signaling in the striatum. Administration of DA agonists reduces spatial bias, yet the underlying mechanism is not yet clear. To address this, the current study tested whether methylphenidate (MPH; an indirect DA agonist) reduces orienting bias by modulating fronto-striatal connectivity. 54 adults with consistent bias completed the greyscales task which detects subtle biases during fMRI scanning under MPH (20 mg) or placebo, in a double-blind design. As hypothesized, MPH reduced bias by increasing orienting towards non-preferred hemispace, regardless of whether the initial bias was left or right. MPH-induced increases were found in activation of the medial superior frontal gyrus (mSFG: F[1;53] = 4.632, cluster-defining threshold of P < 0.05, minimal cluster size = 0, p_FWE = 0.036, η2 = 0.08) and its functional connectivity with the caudate (left caudate: F[1;53] = 12.664, p_FWE = 0.001, η2 = 0.192; right caudate: F[1;53] = 11.069, p_FWE = 0.002, η2 = 0.172), when orienting towards the non-preferred hemispace. MPH also reduced mSFG activation and fronto-striatal connectivity for the preferred hemispace. Results suggest modulation of frontal excitability due to increased caudate-mSFG functional connectivity. This mechanism may underlie the positive effect of dopaminergic agonists on abnormal patterns of directing attention in space.


Assuntos
Viés de Atenção , Corpo Estriado , Imageamento por Ressonância Magnética , Metilfenidato , Humanos , Metilfenidato/farmacologia , Masculino , Feminino , Adulto , Método Duplo-Cego , Adulto Jovem , Viés de Atenção/efeitos dos fármacos , Viés de Atenção/fisiologia , Corpo Estriado/efeitos dos fármacos , Corpo Estriado/diagnóstico por imagem , Corpo Estriado/fisiologia , Lobo Frontal/efeitos dos fármacos , Lobo Frontal/fisiologia , Lobo Frontal/diagnóstico por imagem , Vias Neurais/efeitos dos fármacos , Vias Neurais/fisiologia , Vias Neurais/diagnóstico por imagem , Percepção Espacial/efeitos dos fármacos , Percepção Espacial/fisiologia , Estimulantes do Sistema Nervoso Central/farmacologia
2.
Mol Psychiatry ; 28(2): 657-667, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36280750

RESUMO

The hippocampus and the amygdala play a central role in post-traumatic stress disorder (PTSD) pathogenesis. While alternations in volumes of both regions have been consistently observed in individuals with PTSD, it remains unknown whether these reflect pre-trauma vulnerability traits or acquired post-trauma consequences of the disorder. Here, we conducted a longitudinal panel study of adult civilian trauma survivors admitted to a general hospital emergency department (ED). One hundred eligible participants (mean age = 32.97 ± 10.97, n = 56 females) completed both clinical interviews and structural MRI scans at 1-, 6-, and 14-months after ED admission (alias T1, T2, and T3). While all participants met PTSD diagnosis at T1, only n = 29 still met PTSD diagnosis at T3 (a "non-Remission" Group), while n = 71 did not (a "Remission" Group). Bayesian multilevel modeling analysis showed robust evidence for smaller right hippocampus volume (P+ of ~0.014) and moderate evidence for larger left amygdala volume (P+ of ~0.870) at T1 in the "non-Remission" group, compared to the "Remission" group. Subregion analysis further demonstrated robust evidence for smaller volume in the subiculum and right CA1 hippocampal subregions (P+ of ~0.021-0.046) in the "non-Remission" group. No time-dependent volumetric changes (T1 to T2 to T3) were observed across all participants or between groups. Results support the "vulnerability trait" hypothesis, suggesting that lower initial volumes of specific hippocampus subregions are associated with non-remitting PTSD. The stable volume of all hippocampal and amygdala subregions does not support the idea of consequential, progressive, stress-related atrophy during the first critical year following trauma exposure.


Assuntos
Hipocampo , Transtornos de Estresse Pós-Traumáticos , Adulto , Feminino , Humanos , Adulto Jovem , Teorema de Bayes , Hipocampo/diagnóstico por imagem , Hipocampo/patologia , Transtornos de Estresse Pós-Traumáticos/patologia , Tonsila do Cerebelo , Imageamento por Ressonância Magnética/métodos , Sobreviventes
3.
Behav Brain Funct ; 20(1): 15, 2024 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-38902791

RESUMO

BACKGROUND: The Default Mode Network (DMN) is a central neural network, with recent evidence indicating that it is composed of functionally distinct sub-networks. Methylphenidate (MPH) administration has been shown before to modulate impulsive behavior, though it is not yet clear whether these effects relate to MPH-induced changes in DMN connectivity. To address this gap, we assessed the impact of MPH administration on functional connectivity patterns within and between distinct DMN sub-networks and tested putative relations to variability in sub-scales of impulsivity. METHODS: Fifty-five right-handed healthy adults underwent two resting-state functional MRI (rs-fMRI) scans, following acute administration of either MPH (20 mg) or placebo, via a randomized double-blind placebo-controlled design. Graph modularity analysis was implemented to fractionate the DMN into distinct sub-networks based on the impact of MPH (vs. placebo) on DMN connectivity patterns with other neural networks. RESULTS: MPH administration led to an overall decreased DMN connectivity, particularly with the auditory, cinguloopercular, and somatomotor networks, and increased connectivity with the parietomedial network. Graph analysis revealed that the DMN could be fractionated into two distinct sub-networks, with one exhibiting MPH-induced increased connectivity and the other decreased connectivity. Decreased connectivity of the DMN sub-network with the cinguloopercular network following MPH administration was associated with elevated impulsivity and non-planning impulsiveness. CONCLUSION: Current findings highlight the intricate effects of MPH administration on DMN rs-fMRI connectivity, uncovering its opposing impact on distinct DMN sub-divisions. MPH-induced dynamics in DMN connectivity patterns with other neural networks may account for some of the effects of MPH administration on impulsive behavior.


Assuntos
Estimulantes do Sistema Nervoso Central , Rede de Modo Padrão , Imageamento por Ressonância Magnética , Metilfenidato , Rede Nervosa , Humanos , Metilfenidato/farmacologia , Metilfenidato/administração & dosagem , Adulto , Masculino , Imageamento por Ressonância Magnética/métodos , Feminino , Estimulantes do Sistema Nervoso Central/farmacologia , Estimulantes do Sistema Nervoso Central/administração & dosagem , Rede de Modo Padrão/efeitos dos fármacos , Rede de Modo Padrão/diagnóstico por imagem , Adulto Jovem , Método Duplo-Cego , Rede Nervosa/efeitos dos fármacos , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/fisiologia , Comportamento Impulsivo/efeitos dos fármacos , Conectoma/métodos , Encéfalo/efeitos dos fármacos , Encéfalo/diagnóstico por imagem , Encéfalo/fisiologia , Vias Neurais/efeitos dos fármacos , Vias Neurais/fisiologia
4.
Clin Psychol Psychother ; 31(4): e3035, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39123299

RESUMO

INTRODUCTION: Accumulating research emphasizes the role of interpersonal coordination in arousal levels, which may manifest as cortisol synchrony, in interpersonal interactions. While the role of cortisol has been investigated in psychotherapy, cortisol synchrony and its characteristics and effect on treatment progress remain a relatively unexplored area. This study aims to explore the existence of distinct patterns of cortisol coordination throughout psychotherapy and test the associations of different coordination patterns with patients' pre-treatment characteristics and treatment progress measures. METHODS: Fifty patient-therapist dyads participated in 16 weeks of psychodynamic treatment for major depressive disorder. Salivary cortisol samples were collected before and after each session at four time points. Self-report questionnaires and treatment session video-coding were used to characterize and differentiate between patterns of cortisol coordination. RESULTS: Three patterns of cortisol coordination were identified: synchronized, unsynchronized and stable-therapist. These patterns differed in patient characteristics and treatment progress measures in that patients exhibiting a synchronized pattern tended to be more anxious and dominant in their relationships and were more prone to withdrawal ruptures. CONCLUSIONS: Results provide novel evidence regarding variability in patient-therapist cortisol patterns and its putative associations with treatment progress.


Assuntos
Transtorno Depressivo Maior , Hidrocortisona , Saliva , Humanos , Hidrocortisona/análise , Hidrocortisona/metabolismo , Feminino , Transtorno Depressivo Maior/terapia , Transtorno Depressivo Maior/psicologia , Masculino , Adulto , Saliva/química , Pessoa de Meia-Idade , Relações Profissional-Paciente , Psicoterapia Psicodinâmica/métodos , Resultado do Tratamento , Relações Interpessoais
5.
Psychol Med ; 53(10): 4345-4354, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-35713110

RESUMO

BACKGROUND: Major depressive disorder (MDD) is a highly prevalent psychiatric condition, yet many patients do not receive adequate treatment. Novel and highly scalable interventions such as internet-based cognitive-behavioral-therapy (iCBT) may help to address this treatment gap. Anhedonia, a hallmark symptom of MDD that refers to diminished interest and ability to experience pleasure, has been associated with reduced reactivity in a neural reward circuit that includes medial prefrontal and striatal brain regions. Whether iCBT can reduce anhedonia severity in MDD patients, and whether these therapeutic effects are accompanied by enhanced reward circuit reactivity has yet to be examined. METHODS: Fifty-two MDD patients were randomly assigned to either 10-week iCBT (n = 26) or monitored attention control (MAC, n = 26) programs. All patients completed pre- and post-treatment assessments of anhedonia (Snaith-Hamilton Pleasure Scale; SHAPS) and reward circuit reactivity [monetary incentive delay (MID) task during functional magnetic resonance imaging (fMRI)]. Healthy control participants (n = 42) also underwent two fMRI scans while completing the MID task 10 weeks apart. RESULTS: Both iCBT and MAC groups exhibited a reduction in anhedonia severity post-treatment. Nevertheless, only the iCBT group exhibited enhanced nucleus accumbens (Nacc) and subgenual anterior cingulate cortex (sgACC) activation and functional connectivity from pre- to post-treatment in response to reward feedback. Enhanced Nacc and sgACC activations were associated with reduced anhedonia severity following iCBT treatment, with enhanced Nacc activation also mediating the reduction in anhedonia severity post-treatment. CONCLUSIONS: These findings suggest that increased reward circuit reactivity may contribute to a reduction in anhedonia severity following iCBT treatment for depression.


Assuntos
Terapia Cognitivo-Comportamental , Transtorno Depressivo Maior , Humanos , Anedonia , Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/terapia , Depressão , Recompensa , Imageamento por Ressonância Magnética/métodos
6.
Mol Psychiatry ; 27(4): 2247-2254, 2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35082440

RESUMO

Post-traumatic stress disorder (PTSD) is a protracted and debilitating consequence of traumatic events. Identifying early predictors of PTSD can inform the disorder's risk stratification and prevention. We used advanced computational models to evaluate the contribution of early neurocognitive performance measures to the accuracy of predicting chronic PTSD from demographics and early clinical features. We consecutively enrolled adult trauma survivors seen in a general hospital emergency department (ED) to a 14-month long prospective panel study. Extreme Gradient Boosting algorithm evaluated the incremental contribution to 14 months PTSD risk of demographic variables, 1-month clinical variables, and concurrent neurocognitive performance. The main outcome variable was PTSD diagnosis, 14 months after ED admission, obtained by trained clinicians using the Clinician-Administered PTSD Scale (CAPS). N = 138 trauma survivors (mean age = 34.25 ± 11.73, range = 18-64; n = 73 [53%] women) were evaluated 1 month after ED admission and followed for 14 months, at which time n = 33 (24%) met PTSD diagnosis. Demographics and clinical variables yielded a discriminatory accuracy of AUC = 0.68 in classifying PTSD diagnostic status. Adding neurocognitive functioning improved the discriminatory accuracy (AUC = 0.88); the largest contribution emanating from poorer cognitive flexibility, processing speed, motor coordination, controlled and sustained attention, emotional bias, and higher response inhibition, and recall memory. Impaired cognitive functioning 1-month after trauma exposure is a significant and independent risk factor for PTSD. Evaluating cognitive performance could improve early screening and prevention.


Assuntos
Transtornos de Estresse Pós-Traumáticos , Adulto , Atenção , Pré-Escolar , Emoções , Feminino , Humanos , Lactente , Masculino , Rememoração Mental , Estudos Prospectivos , Transtornos de Estresse Pós-Traumáticos/psicologia
7.
Neuroimage ; 238: 118242, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34098066

RESUMO

Early intervention following exposure to a traumatic life event could change the clinical path from the development of post traumatic stress disorder (PTSD) to recovery, hence the interest in early detection and underlying biological mechanisms involved in the development of post traumatic sequelae. We introduce a novel end-to-end neural network that employs resting-state and task-based functional MRI (fMRI) datasets, obtained one month after trauma exposure, to predict PTSD symptoms at one-, six- and fourteen-months after the exposure. FMRI data, as well as PTSD status and symptoms, were collected from adults at risk for PTSD development, after admission to emergency room following a traumatic event. Our computational method utilized a per-region encoder to extract brain regions embedding, which were subsequently updated by applying the algorithmic technique of pairwise attention. The affinities obtained between each pair of regions were combined to create a pairwise co-activation map used to perform multi-label classification. The results demonstrate that the novel method's performance in predicting PTSD symptoms, in a prospective manner, outperforms previous analytical techniques reported in the fMRI literature, all trained on the same dataset. We further show a high predictive ability for predicting PTSD symptom clusters and PTSD persistence. To the best of our knowledge, this is the first deep learning method applied on fMRI data with respect to prospective clinical outcomes, to predict PTSD status, severity and symptom clusters. Future work could further delineate the mechanisms that underlie such a prediction, and potentially improve single patient characterization.


Assuntos
Encéfalo/diagnóstico por imagem , Rede Nervosa/diagnóstico por imagem , Transtornos de Estresse Pós-Traumáticos/diagnóstico por imagem , Adulto , Aprendizado Profundo , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Sobreviventes
8.
Neuroimage ; 211: 116656, 2020 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-32068162

RESUMO

BACKGROUND: Chronic pain and mood disorders share common neuroanatomical substrates involving disruption of the reward system. Although increase in negative affect (NA) and decrease in positive affect (PA) are well-known factors complicating the clinical presentation of chronic pain patients, our understanding of the mechanisms underlying the interaction between pain and PA/NA remains limited. Here, we used a validated task probing behavioral and neural responses to monetary rewards and losses in conjunction with functional magnetic resonance imaging (fMRI) to test the hypothesis that dysfunction of the striatum, a key mesolimbic structure involved in the encoding of motivational salience, relates to mood alterations comorbid with chronic pain. METHODS: Twenty-eight chronic musculoskeletal pain patients (chronic low back pain, n=15; fibromyalgia, n=13) and 18 healthy controls underwent fMRI while performing the Monetary Incentive Delay (MID) task. Behavioral and neural responses were compared across groups and correlated against measures of depression (Beck Depression Inventory) and hedonic capacity (Snaith-Hamilton Pleasure Scale). RESULTS: Compared to controls, patients demonstrated higher anhedonia and depression scores, and a dampening of striatal activation and incentive-related behavioral facilitation (reduction in reaction times) during reward and loss trials of the MID task (ps â€‹< â€‹0.05). In all participants, lower activation of the right striatum during reward trials was correlated with lower incentive-related behavioral facilitation and higher anhedonia scores (ps â€‹< â€‹0.05). Finally, among patients, lower bilateral striatal activation during loss trials was correlated with higher depression scores (ps â€‹< â€‹0.05). CONCLUSIONS: In chronic pain, PA reduction and NA increase are accompanied by striatal hypofunction as measured by the MID task.


Assuntos
Anedonia/fisiologia , Mapeamento Encefálico , Dor Crônica/fisiopatologia , Corpo Estriado/fisiologia , Desvalorização pelo Atraso/fisiologia , Depressão/fisiopatologia , Fibromialgia/fisiopatologia , Dor Lombar/fisiopatologia , Adulto , Dor Crônica/diagnóstico por imagem , Corpo Estriado/diagnóstico por imagem , Depressão/diagnóstico por imagem , Feminino , Fibromialgia/diagnóstico por imagem , Humanos , Dor Lombar/diagnóstico por imagem , Imageamento por Ressonância Magnética , Masculino , Punição , Recompensa
9.
Psychol Med ; 50(16): 2790-2798, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-31615590

RESUMO

BACKGROUND: Preclinical and human studies suggest an association between chronic inflammation and the development of depressive behaviors. This is proposed to occur through downstream effects of inflammatory cytokines on neuroplasticity, neurogenesis and neurotransmitter function, although the neural correlates remain poorly understood in humans. METHODS: In Study 1, structural magnetic resonance imaging and serum inflammatory cytokine data were analyzed from 53 psychiatrically healthy female participants. Correlational analyses were conducted between interleukin-6 (IL-6) and volume in a priori regions implicated in the pathophysiology of major depressive disorder (MDD). In Study 2, medical data [including serum inflammatory acute phase reactants (C-reactive protein)] were analyzed for 12 589 participants. Participants were classified as having (n = 2541) v. not having (n = 10 048) probable lifetime MDD using phenotypes derived using machine-learning approaches. Non-parametric analyses compared inflammation between groups, whereas regression analyses probed whether inflammation predicted probable MDD classification while accounting for other variables. RESULTS: In Study 1, significant negative correlations emerged between IL-6 and hippocampal, caudate, putamen and amygdalar volume. In Study 2, the MDD group showed a higher probability of elevated inflammation than the non-MDD group. Moreover, elevated inflammation was a significant predictor of probable MDD classification. CONCLUSIONS: Findings indicate that inflammation is cross-sectionally related to reduced volume in brain regions implicated in MDD phenotypes among a sample of psychiatrically healthy women, and is associated with the presence of probable MDD in a large clinical dataset. Future investigations may identify specific inflammatory markers predicting first MDD onset.


Assuntos
Encéfalo/fisiopatologia , Transtorno Depressivo Maior/sangue , Transtorno Depressivo Maior/fisiopatologia , Inflamação/psicologia , Adulto , Biomarcadores/sangue , Proteína C-Reativa/análise , Estudos de Casos e Controles , Doença Crônica , Comorbidade , Feminino , Humanos , Inflamação/sangue , Interleucina-6/sangue , Modelos Logísticos , Imageamento por Ressonância Magnética , Masculino , Prontuários Médicos , Fenótipo , Adulto Jovem
10.
Neuroimage ; 193: 115-125, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30831312

RESUMO

Blunted activation in the reward circuitry has been associated with anhedonia, the inability to experience pleasure in previously rewarding activities. In healthy individuals, reward-related activation has been found to be modulated by acute contextual factors such as induced positive mood. Accordingly, blunted reward response in anhedonia might involve a failure to appropriately modulate reward-related activation as a function of context. To test this hypothesis, 29 participants (19 females, mean age of 24.14 ±â€¯4.61, age range 18-34), with a wide range of anhedonic symptoms, underwent functional MRI while anticipating and receiving monetary rewards, before and after a positive mood induction. Change in neural activation from before to after mood induction was quantified, and effects of anhedonia were investigated through whole-brain, ROI, and functional connectivity analyses. Contrary to hypotheses, results indicated that during reward anticipation (but not receipt), nucleus accumbens activation decreased while its connectivity with the dorsolateral prefrontal cortex increased, following positive mood induction. Critically, anhedonia modulated both effects. The unexpected finding of decreased activation to reward cues following positive mood induction is compelling as it aligns with a prominent behavioral model of the effect of positive mood on exploration of rewarding and neutral stimuli. Furthermore, the modulation of this effect by anhedonia suggests that it may be a key process altered in anhedonia.


Assuntos
Afeto/fisiologia , Anedonia/fisiologia , Encéfalo/fisiologia , Vias Neurais/fisiologia , Recompensa , Adolescente , Adulto , Feminino , Humanos , Masculino , Prazer/fisiologia , Adulto Jovem
11.
J Neurosci ; 37(33): 7994-8002, 2017 08 16.
Artigo em Inglês | MEDLINE | ID: mdl-28739584

RESUMO

The development of robust laboratory procedures for acute stress induction over the last decades has greatly advanced our understanding of stress responses in humans and their underlying neurobiological mechanisms. Nevertheless, attempts to uncover linear relationships among endocrine, neural, and affective responses to stress have generally yielded inconsistent results. Here, 79 healthy females completed a well established laboratory procedure of acute stress induction that was modified to prolong its effect. Endocrinological and subjective affect assessments revealed stress-induced increases in cortisol release and negative affect that persisted 65 and 100 min after stress onset, respectively, confirming a relatively prolonged acute stress induction. Applying latent class linear mixed modeling on individuals' patterns of cortisol responses identified three distinct trajectories of cortisol response: the hyper-response (n = 10), moderate-response (n = 21), and mild-response (n = 48) groups. Notably, whereas all three groups exhibited a significant stress-induced increase in cortisol release and negative affect, the hyper-response and mild-response groups both reported more negative affect relative to the moderate-response group. Structural MRI revealed no group differences in hippocampal and amygdala volumes, yet a continuous measure of cortisol response (area under the curve) showed that high and low levels of stress-induced cortisol release were associated with less hippocampal gray matter volume compared with moderate cortisol release. Together, these results suggest that distinct trajectories of cortisol response to prolonged acute stress among healthy females may not be captured by conventional linear analyses; instead, quadratic relations may better describe links between cortisol response to stress and affective responses, as well as hippocampal structural variability.SIGNIFICANCE STATEMENT Despite substantial research, it is unclear whether and how individual neuroendocrine stress response patterns are linked to affective responses to stress and structural variability in neuroendocrine regulatory brain regions. By applying latent class linear mixed modeling on individuals' patterns of cortisol responses to a prolonged acute stressor, we identified three distinct trajectories of cortisol response. Relative to the group showing a moderate cortisol response, groups characterized by hyper and mild cortisol response were both associated with more negative affect. Moreover, a continuous measure of cortisol response showed that high and low levels of stress-induced cortisol release correlated with reduced hippocampal gray matter volume. Given that neuroendocrine stress responses are conceptualized as biomarkers of stress susceptibility, these insights may have clinical implications.


Assuntos
Substância Cinzenta/diagnóstico por imagem , Substância Cinzenta/metabolismo , Hipocampo/diagnóstico por imagem , Hipocampo/metabolismo , Hidrocortisona/metabolismo , Doença Aguda , Temperatura Baixa/efeitos adversos , Feminino , Humanos , Hidrocortisona/análise , Imageamento por Ressonância Magnética/tendências , Tamanho do Órgão/fisiologia , Saliva/química , Saliva/metabolismo , Estresse Psicológico , Fatores de Tempo
12.
Neuroimage ; 163: 244-263, 2017 12.
Artigo em Inglês | MEDLINE | ID: mdl-28939433

RESUMO

Major methodological advancements have been recently made in the field of neural decoding, which is concerned with the reconstruction of mental content from neuroimaging measures. However, in the absence of a large-scale examination of the validity of the decoding models across subjects and content, the extent to which these models can be generalized is not clear. This study addresses the challenge of producing generalizable decoding models, which allow the reconstruction of perceived audiovisual features from human magnetic resonance imaging (fMRI) data without prior training of the algorithm on the decoded content. We applied an adapted version of kernel ridge regression combined with temporal optimization on data acquired during film viewing (234 runs) to generate standardized brain models for sound loudness, speech presence, perceived motion, face-to-frame ratio, lightness, and color brightness. The prediction accuracies were tested on data collected from different subjects watching other movies mainly in another scanner. Substantial and significant (QFDR<0.05) correlations between the reconstructed and the original descriptors were found for the first three features (loudness, speech, and motion) in all of the 9 test movies (R¯=0.62, R¯ = 0.60, R¯ = 0.60, respectively) with high reproducibility of the predictors across subjects. The face ratio model produced significant correlations in 7 out of 8 movies (R¯=0.56). The lightness and brightness models did not show robustness (R¯=0.23, R¯ = 0). Further analysis of additional data (95 runs) indicated that loudness reconstruction veridicality can consistently reveal relevant group differences in musical experience. The findings point to the validity and generalizability of our loudness, speech, motion, and face ratio models for complex cinematic stimuli (as well as for music in the case of loudness). While future research should further validate these models using controlled stimuli and explore the feasibility of extracting more complex models via this method, the reliability of our results indicates the potential usefulness of the approach and the resulting models in basic scientific and diagnostic contexts.


Assuntos
Mapeamento Encefálico/métodos , Encéfalo/fisiologia , Interpretação de Imagem Assistida por Computador/métodos , Imageamento por Ressonância Magnética/métodos , Algoritmos , Humanos
13.
Hum Brain Mapp ; 37(11): 3733-3744, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27246897

RESUMO

Negative affective stimuli elicit behavioral and neural responses which vary on a continuum from adaptive to maladaptive, yet are typically investigated in a dichotomous manner (healthy controls vs. psychiatric diagnoses). This practice may limit our ability to fully capture variance from acute responses to negative affective stimuli to psychopathology at the extreme end. To address this, we conducted a functional magnetic resonance imaging study to examine the neural responses to negative valence/high arousal and neutral valence/low arousal images as a function of dysphoric mood and sex across individuals (n = 99) who represented traditional categories of healthy controls, major depressive disorder, bipolar psychosis, and schizophrenia. Observation of negative (vs. neutral) stimuli elicited blood oxygen-level dependent responses in the following circuitry: periaqueductal gray, hypothalamus (HYPO), amygdala (AMYG), hippocampus (HIPP), orbitofrontal cortex (OFC), medial prefrontal cortex (mPFC), and greater connectivity between AMYG and mPFC. Across all subjects, severity of dysphoric mood was associated with hyperactivity of HYPO, and, among females, right (R) AMYG. Females also demonstrated inverse relationships between severity of dysphoric mood and connectivity between HYPO - R OFC, R AMYG - R OFC, and R AMYG - R HIPP. Overall, our findings demonstrated sex-dependent deficits in response to negative affective stimuli increasing as a function of dysphoric mood state. Females demonstrated greater inability to regulate arousal as mood became more dysphoric. These findings contribute to elucidating biosignatures associated with response to negative stimuli across disorders and suggest the importance of a sex-dependent lens in determining these biosignatures. Hum Brain Mapp 37:3733-3744, 2016. © 2016 Wiley Periodicals, Inc.


Assuntos
Afeto/fisiologia , Transtorno Bipolar/fisiopatologia , Encéfalo/fisiopatologia , Transtorno Depressivo Maior/fisiopatologia , Esquizofrenia/fisiopatologia , Caracteres Sexuais , Adulto , Ansiedade/diagnóstico por imagem , Ansiedade/fisiopatologia , Transtorno Bipolar/diagnóstico por imagem , Transtorno Bipolar/psicologia , Encéfalo/diagnóstico por imagem , Mapeamento Encefálico , Circulação Cerebrovascular/fisiologia , Transtorno Depressivo Maior/diagnóstico por imagem , Transtorno Depressivo Maior/psicologia , Análise Fatorial , Feminino , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Vias Neurais/diagnóstico por imagem , Vias Neurais/fisiopatologia , Oxigênio/sangue , Transtornos Psicóticos/diagnóstico por imagem , Transtornos Psicóticos/fisiopatologia , Transtornos Psicóticos/psicologia , Esquizofrenia/diagnóstico por imagem , Psicologia do Esquizofrênico
14.
Cogn Affect Behav Neurosci ; 16(4): 709-23, 2016 08.
Artigo em Inglês | MEDLINE | ID: mdl-27142636

RESUMO

Recent theoretical and empirical work has highlighted the role of domain-general, large-scale brain networks in generating emotional experiences. These networks are hypothesized to process aspects of emotional experiences that are not unique to a specific emotional category (e.g., "sadness," "happiness"), but rather that generalize across categories. In this article, we examined the dynamic interactions (i.e., changing cohesiveness) between specific domain-general networks across time while participants experienced various instances of sadness, fear, and anger. We used a novel method for probing the network connectivity dynamics between two salience networks and three amygdala-based networks. We hypothesized, and found, that the functional connectivity between these networks covaried with the intensity of different emotional experiences. Stronger connectivity between the dorsal salience network and the medial amygdala network was associated with more intense ratings of emotional experience across six different instances of the three emotion categories examined. Also, stronger connectivity between the dorsal salience network and the ventrolateral amygdala network was associated with more intense ratings of emotional experience across five out of the six different instances. Our findings demonstrate that a variety of emotional experiences are associated with dynamic interactions of domain-general neural systems.


Assuntos
Mapeamento Encefálico , Encéfalo/fisiologia , Emoções/fisiologia , Modelos Neurológicos , Vias Neurais/fisiologia , Dinâmica não Linear , Adulto , Análise de Variância , Encéfalo/diagnóstico por imagem , Feminino , Lateralidade Funcional , Voluntários Saudáveis , Humanos , Processamento de Imagem Assistida por Computador , Imageamento por Ressonância Magnética , Masculino , Oxigênio/sangue , Estimulação Luminosa , Adulto Jovem
15.
Cereb Cortex ; 23(1): 28-35, 2013 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-22291028

RESUMO

Trauma-related psychopathology has been associated with an intense emotional reaction to stressful event. Emotional responses have evolved to signal the presence of risks to be avoided or of rewards to be approached in the environment. Thus, individuals' sensitivity to signals of risk and reward may affect the level of stress vulnerability. Stress, however, can modify these sensitivities as well. In the current functional magnetic resonance imaging (fMRI) study, we prospectively probed the neural correlates of such sensitivities in 24 healthy soldiers by using an interactive game that encompasses risky and rewarding intervals both pre-exposure and post-exposure to stressful military service. As expected, risky and rewarding intervals elicited selective responses in the amygdala and nucleus accumbens (Nacc), respectively. Furthermore, increased post-traumatic stress disorder symptoms post-exposure (i.e., stress vulnerability) corresponded to greater amygdala's response to risk both pre-exposure and post-exposure and to decreased NAcc response to reward only post-exposure. By combining these regional responsivities post-exposure, we accurately identified all the most vulnerable soldiers. Imbalanced neural responsivity to risk and reward following exposure to stress may therefore constitute a marker for stress vulnerability. Such identification of vulnerability biomarkers can aid future diagnostic and therapeutic efforts by allowing early detection of vulnerability as well as follow up on patient's treatment progression.


Assuntos
Córtex Cerebral/fisiopatologia , Dissonância Cognitiva , Recompensa , Assunção de Riscos , Transtornos de Estresse Pós-Traumáticos/fisiopatologia , Estresse Psicológico/fisiopatologia , Adolescente , Tomada de Decisões , Suscetibilidade a Doenças/fisiopatologia , Feminino , Jogos Experimentais , Humanos , Masculino
16.
Sleep ; 2024 Aug 07.
Artigo em Inglês | MEDLINE | ID: mdl-39109929

RESUMO

STUDY OBJECTIVES: Discerning the differential contribution of sleep behavior and sleep physiology to the subsequent development of posttraumatic-stress-disorder (PTSD) symptoms following military operational service among combat soldiers. METHODS: Longitudinal design with three measurement time points: during basic training week (T1), during intensive stressed training week (T2), and following military operational service (T3). Participating soldiers were all from the same unit, ensuring equivalent training schedules and stress exposures. During measurement weeks soldiers completed the Depression Anxiety and Stress Scale (DASS) and the PTSD Checklist for DSM-5 (PCL-5). Sleep physiology (sleep heart-rate) and sleep behavior (duration, efficiency) were monitored continuously in natural settings during T1 and T2 weeks using wearable sensors. RESULTS: Repeated measures ANOVA revealed a progressive increase in PCL-5 scores from T1 and T2 to T3, suggesting an escalation in PTSD symptom severity following operational service. Hierarchical linear regression analysis uncovered a significant relation between the change in DASS stress scores from T1 to T2 and subsequent PCL-5 scores at T3. Incorporating participants' sleep heart-rate markedly enhanced the predictive accuracy of the model, with increased sleep heart-rate from T1 to T2 emerging as a significant predictor of elevated PTSD symptoms at T3, above and beyond the contribution of DASS stress scores. Sleep behavior did not add to the accuracy of the model. CONCLUSION: Findings underscore the critical role of sleep physiology, specifically elevated sleep heart-rate following stressful military training, in indicating subsequent PTSD risk following operational service among combat soldiers. These findings may contribute to PTSD prediction and prevention efforts.

17.
Psychoneuroendocrinology ; 163: 106983, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38367530

RESUMO

The current study explored cortisol interdependence between patients and therapists during psychotherapy, the possible moderating effect of patient alliance ratings on this interdependence, and the associations between cortisol interdependence and treatment outcome. While cortisol interdependence was explored in other interpersonal contexts, its presence in psychotherapy has remained unexplored. We hypothesized that (a) patients' and therapists' cortisol levels at pre-session will predict their own and their partner's subsequent cortisol levels at post-session, (b) patient ratings of their relationship with their therapists will moderate these partner effects, and (c) cortisol interdependence will be associated with better treatment outcome. Fifty dyads undergoing 16 weeks of psychodynamic treatment for major depressive disorder participated in this study. Patient-therapist salivary cortisol samples were collected at eight time points, alongside a post-session patient-rated alliance questionnaire and a symptom severity interview. For analyses we employed the actor-partner interdependence model. Results revealed that (a) patients' and therapists' cortisol levels before sessions predicted their own post-session cortisol changes. However, significant cortisol interdependence was observed in patients' pre-session cortisol levels predicting therapists' post-session cortisol levels. Furthermore, (b) poorer alliance ratings associated with more pronounced cortisol interdependence, and (c) in dyads where patient pre-session cortisol predicted therapist's post-session cortisol, a better treatment outcome was found. This study found novel evidence of cortisol interdependence in psychotherapy and is partially in line with other studies inspecting cortisol interdependence in adjacent research fields. These findings emphasize the intricate psychophysiological interactions within therapeutic relationships and their associations with treatment outcome.


Assuntos
Transtorno Depressivo Maior , Humanos , Transtorno Depressivo Maior/terapia , Hidrocortisona , Relações Profissional-Paciente , Psicoterapia/métodos , Resultado do Tratamento
18.
Emotion ; 24(3): 676-686, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37707484

RESUMO

Although the effects of different emotion regulation strategies are well-documented, most studies to date have focused on the selection and implementation of broad strategies, while overlooking the selection and implementation of specific tactics to enact those strategies. The present research investigated the strategy of cognitive reappraisal and the differences in selection frequency and affective outcomes that are associated with the implementation of different reappraisal tactics to enact that strategy. Participants completed a laboratory task in which they were instructed to reappraise or not to reappraise negative images and reported on their use of specific reappraisal tactics for every trial. Using established reappraisal tactic coding, we assessed how people selected from among common tactics for each image (Study 1) and all tactics (Study 2) and implemented those tactics to reappraise negative images. We compared reappraisal tactic selection and implementation when used during instructed reappraisal versus during spontaneous reappraisal, in the nonreappraise condition. Results of both studies indicate that tactics were used more often when instructed to reappraise versus when spontaneously reappraising. Participants used some tactics (e.g., reality challenge) more frequently compared to the rest of the tactics in both conditions. Negative affect was lower following instructed versus spontaneous reappraisal. Some tactics (e.g., change current circumstances) were more effective at decreasing negative affect in both conditions. Knowing which reappraisal tactics are most frequently selected, and their affective outcomes when used when prompted or spontaneously, may help us better understand how to improve people's ability to use reappraisal to achieve their emotional goals. (PsycInfo Database Record (c) 2024 APA, all rights reserved).


Assuntos
Regulação Emocional , Emoções , Humanos , Emoções/fisiologia , Regulação Emocional/fisiologia , Proteínas Repressoras
19.
Int J Clin Health Psychol ; 24(1): 100427, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38173985

RESUMO

Background/Objective: Reduced positive affect (PA) is a core feature of major depressive disorder (MDD). However, the precursor of MDD, subthreshold depression (StD), has received less attention in this regard. Therefore, we examined PA dynamics in StD, integrating laboratory-based and ecological momentary assessment (EMA) approaches. Method: Participants were college students recruited from Chinese universities (31 with StD, and 39 healthy controls (HC)). Positive mood was induced in the laboratory by an eight-minute comedy clip used to assess PA reactivity and maintenance. To extend findings to the real world and explore mechanisms of PA maintenance, 53 participants with StD and 64 HC reported their emotional states 14 times daily for one week via EMA. Multilevel models were used to test for predictors of PA inertia. Results: In the laboratory, participants with StD achieved the same PA reactivity as HC when facing positive stimuli, yet the curve-fitting revealed difficulties for the StD group in maintaining PA over time. Such reduced capacity was further observed in real-world settings, manifesting in significantly greater PA inertia. Conclusions: High PA inertia in daily life may reflect resistance to mood change in StD, explaining anhedonia and difficulties with emotional maintenance, and highlighting the need for early identification.

20.
J Neurosci ; 32(21): 7218-24, 2012 May 23.
Artigo em Inglês | MEDLINE | ID: mdl-22623666

RESUMO

An organism's behavior is sensitive to different reinforcements in the environment. Based on extensive animal literature, the reinforcement sensitivity theory (RST) proposes three separate neurobehavioral systems to account for such context-sensitive behavior, affecting the tendency to react to punishment, reward, or goal-conflict stimuli. The translation of animal findings to complex human behavior, however, is far from obvious. To examine whether the neural networks underlying humans' motivational processes are similar to those proposed by the RST model, we conducted a functional MRI study, in which 24 healthy subjects performed an interactive game that engaged the different motivational systems using distinct time periods (states) of punishment, reward, and conflict. Crucially, we found that the different motivational states elicited activations in brain regions that corresponded exactly to the brain systems underlying RST. Moreover, dynamic causal modeling of each motivational system confirmed that the coupling strengths between the key brain regions of each system were enabled selectively by the appropriate motivational state. These results may shed light on the impairments that underlie psychopathologies associated with dysfunctional motivational processes and provide a translational validity for the RST.


Assuntos
Mapeamento Encefálico/psicologia , Modelos Neurológicos , Motivação/fisiologia , Adolescente , Mapeamento Encefálico/métodos , Conflito Psicológico , Feminino , Humanos , Imageamento por Ressonância Magnética/métodos , Imageamento por Ressonância Magnética/psicologia , Masculino , Vias Neurais/fisiologia , Desempenho Psicomotor/fisiologia , Punição , Recompensa
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