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Resting state functional connectivity in patients with remitted psychotic depression: A multi-centre STOP-PD study
Neufeld, Nicholas H; Mulsant, Benoit H; Dickie, Erin W; Meyers, Barnett S; Alexopoulos, George S; Rothschild, Anthony J; Whyte, Ellen M; Hoptman, Matthew J; Nazeri, Arash; Downar, Jonathan; Flint, Alastair J; Voineskos, Aristotle N
BACKGROUND:There is paucity of neurobiological knowledge about major depressive disorder with psychotic features ("psychotic depression"). This study addresses this knowledge gap by using resting state functional magnetic resonance imaging (R-fMRI) to compare functional connectivity in patients with psychotic depression and healthy controls. METHODS:We scanned patients who participated in a randomized controlled trial as well as healthy controls. All patients achieved remission from depressive and psychotic symptoms with sertraline and olanzapine. We employed Independent Component Analysis in independent samples to isolate the default mode network (DMN) and compared patients and controls. FINDINGS/RESULTS:The Toronto sample included 28 patients (mean [SD], age 56·2 [13·7]) and 39 controls (age 55·1 [13·5]). The Replication sample included 29 patients (age 56·1 [17·7]) and 36 controls (age 48·3 [17·9]). Patients in the Toronto sample demonstrated decreased between-network functional connectivity between the DMN and bilateral insular, somatosensory/motor, and auditory cortices with peak activity in the right planum polare (t = 4·831; p = 0·001, Family Wise Error (FWE) corrected). A similar pattern of between-network functional connectivity was present in our Replication sample with peak activity in the right precentral gyrus (t = 4·144; p = 0·003, FWE corrected). INTERPRETATION/CONCLUSIONS:Remission from psychotic depression is consistently associated with an absence of increased DMN-related functional connectivity and presence of decreased between-network functional connectivity. Future research will evaluate this abnormal DMN-related functional connectivity as a potential biomarker for treatment trajectories. FUNDING/BACKGROUND:National Institute of Mental Health.
PMID: 30287158
ISSN: 2352-3964
CID: 3329292
Sensory and cross-network contributions to response inhibition in patients with schizophrenia
Hoptman, Matthew J; Parker, Emily M; Nair-Collins, Sangeeta; Dias, Elisa C; Ross, Marina E; DiCostanzo, Joanna N; Sehatpour, Pejman; Javitt, Daniel C
Patients with schizophrenia show response inhibition deficits equal to or greater than those seen in impulse-control disorders, and these deficits contribute to poor outcome. However, little is known about the circuit abnormalities underlying this impairment. To address this, we examined stop signal task performance in 21 patients with schizophrenia and 21 healthy controls using event related potential (ERP) and resting state functional connectivity. Patients showed prolonged stop signal reaction time (SSRT) and reduced N1, N2, and P3 amplitudes compared to controls. Across groups, P3 amplitudes were maximal after SSRT (i.e., after the time associated with the decision to stop occurred), suggesting that this component indexed response monitoring. Multiple regression analyses showed that longer SSRTs were independently related to 1) patient status, 2) reduced N1 amplitude on successful stop trials and 3) reduced anticorrelated resting state functional connectivity between visual and frontoparietal cortical networks. This study used a combined multimodal imaging approach to better understand the network abnormalities that underlie response inhibition in schizophrenia. It is the first of its kind to specifically assess the brain's resting state functional architecture in combination with behavioral and ERP methods to investigate response inhibition in schizophrenia.
PMCID:5984577
PMID: 29868440
ISSN: 2213-1582
CID: 3143982
Associations Between Contrast Processes and Resting-State Functional Connectivity in Patients With Schizophrenia and Healthy Controls [Meeting Abstract]
Herrera, Shaynna; Butler, Pamela D.; Zemon, Vance; Javitt, Daniel C.; Hoptman, Matthew J.
ISI:000433001900534
ISSN: 0006-3223
CID: 3140392
Do cognitive deficits predict negative emotionality and aggression in schizophrenia?
Ahmed, Anthony O; Richardson, Jenae; Buckner, Alex; Romanoff, Sabrina; Feder, Michelle; Oragunye, Njideka; Ilnicki, Andriana; Bhat, Ishrat; Hoptman, Matthew J; Lindenmayer, Jean-Pierre
Schizophrenia is associated with an elevated risk of aggression. Cognitive deficits have been associated with inpatient aggression and future violence. The relationship between cognitive deficits and violent behavior has however been inconsistent across studies. In addition, studies have failed to inform how cognitive deficits may contribute to aggression in schizophrenia. The current study examined the association of cognitive deficits with schizophrenia-related aggression and violent offending. It also explored the putative mediating role of negative emotionality on the impact of cognitive deficits on aggression. People with schizophrenia and schizoaffective disorder (N = 78) were recruited from a state hospital. Participants were classified based on their history of violent offending. Participants completed measures of cognition, symptoms, and aggression. Deficits in working memory, reasoning/problem-solving, and verbal learning were the most prioritized for the prediction of violent offender status. Violent offenders demonstrated greater impairments in most cognitive domains especially working memory and verbal learning. Offenders also demonstrated greater negative emotionality, excitement/agitation, and incidents of verbal and physical aggression. Negative emotionality and excitement/agitation fully transmitted the effect of cognitive deficits on impulsive aggression in meditational models. Cognitive deficits increase the risk of impulsive aggression in schizophrenia via inefficient regulation of negative affective states.
PMID: 29120842
ISSN: 1872-7123
CID: 2772962
Advocating for well-defined and validated procedures: Comment on Griffanti et al., Neuroimage 154:188-205
Kelly, Robert E Jr; Alexopoulos, George S; Gunning, Faith M; Hoptman, Matthew J
Griffanti et al. (2017) provide a rich set of expert-consensus guidelines for how to label components derived from ICA as either belonging to signal of interest or noise to be filtered from fMRI data. These general hypotheses concerning procedures for "hand" classification of components are a good starting point that with further detail would improve reproduction of experiments and facilitate comparisons of alternative hypotheses/procedures. Empirical validation could help to resolve questions by supporting or disconfirming the proposed guidelines.
PMID: 28734800
ISSN: 1872-678x
CID: 2652052
Network homogeneity correlates of rumination and treatment response in late-life depression [Meeting Abstract]
Hoptman, M J; Alexopoulos, G S; Stein, A T; Victoria, L W; Pollari, C D; Gunning, F M
Background: Restricted global brain connectivity (rGBC) examines mean FC between each voxel and every other voxel within a region. We examined the relationship between rGBC in 7 canonical resting state networks (Yeo et al., 2011) and change in rumination and depression severity following 12 weeks of escitalopram treatment in geriatric patients with depression. Methods: This sample consisted of elderly depressed patients receiving escitalopram treatment during a 12-week clinical trial. Patients received MRI scans at baseline (n=27) and 12 weeks (n=11). Rumination (Ruminative Response Scale) and depression severity (Hamilton Depression Rating Scale; HDRS) were measured at the same time points. Resting state fMRI data was acquired during a 5-minute scan. Data processing involved motion correction, regression of covariates (white matter, CSF, 24 motion parameters, linear/quadratic trends), registration, smoothing (6mm), and filtering (0.01-0.1Hz), and rGBC was computed for each network. Results: Depression and rumination were lower at 12 weeks compared to baseline (os<.01, c/s>0.89). Lower baseline visual and DMN rGBC predicted reduced rumination at 12 weeks (rs<-.68, ps<.02), and lower limbic and DMN rGBC predicted improvement in HDRS (rs<-.62, ps<.04). In addition, poorer treatment response was predicted by reduced (over time) rGBC in 5 out of 7 networks (rs<-.65, ps<.03). Conclusions: The findings suggest that lower baseline levels of self-directed thoughts (as suggested by lower DMN rGBC) may relate to improvement in rumination, and that maintenance of rGBC levels in multiple networks may be necessary for, and/or be a marker for, treatment response. This suggests mechanisms by which escitalopram improves these factors
EMBASE:72256749
ISSN: 0006-3223
CID: 2103552
Disturbances in Response Inhibition and Emotional Processing as Potential Pathways to Violence in Schizophrenia: A High-Density Event-Related Potential Study
Krakowski, Menahem I; De Sanctis, Pierfilippo; Foxe, John J; Hoptman, Matthew J; Nolan, Karen; Kamiel, Stephanie; Czobor, Pal
OBJECTIVE: Increased susceptibility to emotional triggers and poor response inhibition are important in the etiology of violence in schizophrenia. Our goal was to evaluate abnormalities in neurophysiological mechanisms underlying response inhibition and emotional processing in violent patients with schizophrenia (VS) and 3 different comparison groups: nonviolent patients (NV), healthy controls (HC) and nonpsychotic violent subjects (NPV). METHODS: We recorded high-density Event-Related Potentials (ERPs) and behavioral responses during an Emotional Go/NoGo Task in 35 VS, 24 NV, 28 HC and 31 NPV subjects. We also evaluated psychiatric symptoms and impulsivity. RESULTS: The neural and behavioral deficits in violent patients were most pronounced when they were presented with negative emotional stimuli: They responded more quickly than NV when they made commission errors (ie, failure of inhibition), and evidenced N2 increases and P3 decreases. In contrast, NVs showed little change in reaction time or ERP amplitude with emotional stimuli. These N2 and P3 amplitude changes in VSs showed a strong association with greater impulsivity. Besides these group specific changes, VSs shared deficits with NV, mostly N2 reduction, and with violent nonpsychotic subjects, particularly P3 reduction. CONCLUSION: Negative affective triggers have a strong impact on violent patients with schizophrenia which may have both behavioral and neural manifestations. The resulting activation could interfere with response inhibition. The affective disruption of response inhibition, identified in this study, may index an important pathway to violence in schizophrenia and suggest new modes of treatment.
PMCID:4903062
PMID: 26895845
ISSN: 1745-1701
CID: 1949962
Neural Substrates of Auditory Emotion Recognition Deficits in Schizophrenia
Kantrowitz, Joshua T; Hoptman, Matthew J; Leitman, David I; Moreno-Ortega, Marta; Lehrfeld, Jonathan M; Dias, Elisa; Sehatpour, Pejman; Laukka, Petri; Silipo, Gail; Javitt, Daniel C
Deficits in auditory emotion recognition (AER) are a core feature of schizophrenia and a key component of social cognitive impairment. AER deficits are tied behaviorally to impaired ability to interpret tonal ("prosodic") features of speech that normally convey emotion, such as modulations in base pitch (F0M) and pitch variability (F0SD). These modulations can be recreated using synthetic frequency modulated (FM) tones that mimic the prosodic contours of specific emotional stimuli. The present study investigates neural mechanisms underlying impaired AER using a combined event-related potential/resting-state functional connectivity (rsfMRI) approach in 84 schizophrenia/schizoaffective disorder patients and 66 healthy comparison subjects. Mismatch negativity (MMN) to FM tones was assessed in 43 patients/36 controls. rsfMRI between auditory cortex and medial temporal (insula) regions was assessed in 55 patients/51 controls. The relationship between AER, MMN to FM tones, and rsfMRI was assessed in the subset who performed all assessments (14 patients, 21 controls). As predicted, patients showed robust reductions in MMN across FM stimulus type (p = 0.005), particularly to modulations in F0M, along with impairments in AER and FM tone discrimination. MMN source analysis indicated dipoles in both auditory cortex and anterior insula, whereas rsfMRI analyses showed reduced auditory-insula connectivity. MMN to FM tones and functional connectivity together accounted for approximately 50% of the variance in AER performance across individuals. These findings demonstrate that impaired preattentive processing of tonal information and reduced auditory-insula connectivity are critical determinants of social cognitive dysfunction in schizophrenia, and thus represent key targets for future research and clinical intervention. SIGNIFICANCE STATEMENT: Schizophrenia patients show deficits in the ability to infer emotion based upon tone of voice [auditory emotion recognition (AER)] that drive impairments in social cognition and global functional outcome. This study evaluated neural substrates of impaired AER in schizophrenia using a combined event-related potential/resting-state fMRI approach. Patients showed impaired mismatch negativity response to emotionally relevant frequency modulated tones along with impaired functional connectivity between auditory and medial temporal (anterior insula) cortex. These deficits contributed in parallel to impaired AER and accounted for approximately 50% of variance in AER performance. Overall, these findings demonstrate the importance of both auditory-level dysfunction and impaired auditory/insula connectivity in the pathophysiology of social cognitive dysfunction in schizophrenia.
PMCID:4635137
PMID: 26538659
ISSN: 1529-2401
CID: 2039792
Aberrant response inhibition and task switching in psychopathic individuals
Krakowski, Menahem I; Foxe, John; de Sanctis, Pierfilippo; Nolan, Karen; Hoptman, Matthew J; Shope, Constance; Kamiel, Stephanie; Czobor, Pal
Deficits in cognitive control have been considered a core dysfunction of psychopathy, responsible for disrupted self-control. We investigated cognitive control impairments, including difficulties with task switching, failure of response inhibition, and inability to adjust speed of responding. Participants included 16 subjects with psychopathic traits (Ps), and 22 healthy controls (HCs). We recorded behavioral responses during a Task Switching paradigm, a probe of flexible behavioral adaptation to changing contexts; and a Go/NoGo Task, which assesses response inhibition and indexes behavioral impulsivity. During task switching, Ps evidenced impairments shifting set when conflicting (incongruent) information was presented, but performed as well as HCs in the absence of such conflict. In addition, when they encountered these difficulties, they failed to adjust their speed of responding. Ps presented also with deficits in response inhibition, with many commission errors on the Go/NoGo Task. This study identified impairments in response inhibition and in set shifting in psychopathic individuals. When shifting set, they evidenced difficulties refocusing on a new task when it was incongruent with the previous task. These deficits interfere with regulation of ongoing behavior and disrupt self-regulation. Our findings suggest abnormal neural processing during suppression of inappropriate responses in psychopathic individuals.
PMID: 26257091
ISSN: 1872-7123
CID: 1721562
Impulsivity and aggression in schizophrenia: a neural circuitry perspective with implications for treatment
Hoptman, Matthew J
Elevations of impulsive behavior have been observed in a number of serious mental illnesses. These phenomena can lead to harmful behaviors, including violence, and thus represent a serious public health concern. Such violence is often a reason for psychiatric hospitalization, and it often leads to prolonged hospital stays, suffering by patients and their victims, and increased stigmatization. Despite the attention paid to violence, little is understood about its neural basis in schizophrenia. On a psychological level, aggression in schizophrenia has been primarily attributed to psychotic symptoms, desires for instrumental gain, or impulsive responses to perceived personal slights. Often, multiple attributions can coexist during a single aggressive incident. In this review, I discuss the neural circuitry associated with impulsivity and aggression in schizophrenia, with an emphasis on implications for treatment. Impulsivity appears to account for a great deal of aggression in schizophrenia, especially in inpatient settings. Urgency, defined as impulsivity in the context of strong emotion, is the primary focus of this article. It is elevated in several psychiatric disorders, and in schizophrenia, it has been related to aggression. Many studies have implicated dysfunctional frontotemporal circuitry in impulsivity and aggression in schizophrenia, and pharmacological treatments may act via that circuitry to reduce urgency and aggressive behaviors; however, more mechanistic studies are critically needed. Recent studies point toward manipulable neurobehavioral targets and suggest that cognitive, pharmacological, neuromodulatory, and neurofeedback treatment approaches can be developed to ameliorate urgency and aggression in schizophrenia. It is hoped that these approaches will improve treatment efficacy.
PMCID:4441843
PMID: 25900066
ISSN: 1092-8529
CID: 1543362