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Bai Y, Grier B, Geron E. Anti-Hebbian plasticity in the motor cortex promotes defensive freezing. Curr Biol 2023; 33:3465-3477.e5. [PMID: 37543035 PMCID: PMC10538413 DOI: 10.1016/j.cub.2023.07.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 05/05/2023] [Accepted: 07/12/2023] [Indexed: 08/07/2023]
Abstract
Regional brain activity often decreases from baseline levels in response to external events, but how neurons develop such negative responses is unclear. To study this, we leveraged the negative response that develops in the primary motor cortex (M1) after classical fear learning. We trained mice with a fear conditioning paradigm while imaging their brains with standard two-photon microscopy. This enabled monitoring changes in neuronal responses to the tone with synaptic resolution through learning. We found that M1 layer 5 pyramidal neurons (L5 PNs) developed negative tone responses within an hour after conditioning, which depended on the weakening of their dendritic spines that were active during training. Blocking this form of anti-Hebbian plasticity using an optogenetic manipulation of CaMKII activity disrupted negative tone responses and freezing. Therefore, reducing the strength of spines active at the time of memory encoding leads to negative responses of L5 PNs. In turn, these negative responses curb M1's capacity for promoting movement, thereby aiding freezing. Collectively, this work provides a mechanistic understanding of how area-specific negative responses to behaviorally relevant cues can be achieved.
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Affiliation(s)
- Yang Bai
- Neuroscience Institute, New York University, New York, NY 10016, USA
| | - Bryce Grier
- Neuroscience Institute, New York University, New York, NY 10016, USA
| | - Erez Geron
- Neuroscience Institute, New York University, New York, NY 10016, USA.
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2
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Alchihabi A, Ekmekci O, Kivilcim BB, Newman SD, Yarman Vural FT. Analyzing Complex Problem Solving by Dynamic Brain Networks. Front Neuroinform 2021; 15:670052. [PMID: 34955799 PMCID: PMC8705227 DOI: 10.3389/fninf.2021.670052] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Accepted: 11/10/2021] [Indexed: 11/13/2022] Open
Abstract
Complex problem solving is a high level cognitive task of the human brain, which has been studied over the last decade. Tower of London (TOL) is a game that has been widely used to study complex problem solving. In this paper, we aim to explore the underlying cognitive network structure among anatomical regions of complex problem solving and its subtasks, namely planning and execution. A new computational model for estimating a brain network at each time instant of fMRI recordings is proposed. The suggested method models the brain network as an Artificial Neural Network, where the weights correspond to the relationships among the brain anatomic regions. The first step of the model is preprocessing that manages to decrease the spatial redundancy while increasing the temporal resolution of the fMRI recordings. Then, dynamic brain networks are estimated using the preprocessed fMRI signal to train the Artificial Neural Network. The properties of the estimated brain networks are studied in order to identify regions of interest, such as hubs and subgroups of densely connected brain regions. The representation power of the suggested brain network is shown by decoding the planning and execution subtasks of complex problem solving. Our findings are consistent with the previous results of experimental psychology. Furthermore, it is observed that there are more hubs during the planning phase compared to the execution phase, and the clusters are more strongly connected during planning compared to execution.
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Affiliation(s)
- Abdullah Alchihabi
- Department of Computer Engineering, Middle East Technical University, Ankara, Turkey
| | - Omer Ekmekci
- Department of Computer Engineering, Middle East Technical University, Ankara, Turkey
| | - Baran B Kivilcim
- Department of Computer Engineering, Middle East Technical University, Ankara, Turkey
| | - Sharlene D Newman
- Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN, United States
| | - Fatos T Yarman Vural
- Department of Computer Engineering, Middle East Technical University, Ankara, Turkey
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Webler RD, Hamady C, Molnar C, Johnson K, Bonilha L, Anderson BS, Bruin C, Bohning DE, George MS, Nahas Z. Decreased interhemispheric connectivity and increased cortical excitability in unmedicated schizophrenia: A prefrontal interleaved TMS fMRI study. Brain Stimul 2020; 13:1467-1475. [PMID: 32585355 DOI: 10.1016/j.brs.2020.06.017] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 05/08/2020] [Accepted: 06/16/2020] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Prefrontal abnormalities in schizophrenia have consistently emerged from resting state and cognitive neuroimaging studies. However, these correlative findings require causal verification via combined imaging/stimulation approaches. To date, no interleaved transcranial magnetic stimulation and functional magnetic resonance imaging study (TMS fMRI) has probed putative prefrontal cortex abnormalities in schizophrenia. OBJECTIVE /Hypothesis: We hypothesized that subjects with schizophrenia would show significant hyperexcitability at the site of stimulation (BA9) and decreased interhemispheric functional connectivity. METHODS We enrolled 19 unmedicated subjects with schizophrenia and 22 controls. All subjects underwent brain imaging using a 3T MRI scanner with a SENSE coil. They also underwent a single TMS fMRI session involving motor threshold (rMT) determination, structural imaging, and a parametric TMS fMRI protocol with 10 Hz triplet pulses at 0, 80, 100 and 120% rMT. Scanning involved a surface MR coil optimized for bilateral prefrontal cortex image acquisition. RESULTS Of the original 41 enrolled subjects, 8 subjects with schizophrenia and 11 controls met full criteria for final data analyses. At equal TMS intensity, subjects with schizophrenia showed hyperexcitability in left BA9 (p = 0.0157; max z-score = 4.7) and neighboring BA46 (p = 0.019; max z-score = 4.47). Controls showed more contralateral functional connectivity between left BA9 and right BA9 through increased activation in right BA9 (p = 0.02; max z-score = 3.4). GM density in subjects with schizophrenia positively correlated with normalized prefrontal to motor cortex ratio of the corresponding distance from skull to cortex ratio (S-BA9/S-MC) (r = 0.83, p = 0.004). CONCLUSIONS Subjects with schizophrenia showed hyperexcitability in left BA9 and impaired interhemispheric functional connectivity compared to controls. Interleaved TMS fMRI is a promising tool to investigate prefrontal dysfunction in schizophrenia.
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Affiliation(s)
- Ryan D Webler
- University of Minnesota, Department of Psychology, USA
| | - Carmen Hamady
- American University of Beirut, Department of Psychiatry, USA
| | - Chris Molnar
- Brain Stimulation Laboratory, Psychiatry Department, Medical University of South Carolina, USA
| | | | | | | | - Claartje Bruin
- American University of Beirut, Department of Psychiatry, USA
| | - Daryl E Bohning
- Brain Stimulation Laboratory, Psychiatry Department, Medical University of South Carolina, USA
| | - Mark S George
- Brain Stimulation Laboratory, Psychiatry Department, Medical University of South Carolina, USA; Ralph H. Johnson VA Medical Center, Charleston, SC, USA
| | - Ziad Nahas
- American University of Beirut, Department of Psychiatry, USA; University of Minnesota, Department of Psychiatry, USA.
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Fusar-Poli P, Allen P, McGuire P. Neuroimaging studies of the early stages of psychosis: A critical review. Eur Psychiatry 2020; 23:237-44. [DOI: 10.1016/j.eurpsy.2008.03.008] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2006] [Revised: 01/15/2008] [Accepted: 01/17/2008] [Indexed: 11/26/2022] Open
Abstract
AbstractPsychiatric imaging, in particular functional imaging techniques such as functional magnetic resonance imaging (fMRI) are potentially powerful tools to explore the neurophysiological basis of the early stages of psychosis. Despite this impressive growth, neuroimaging has yet to become an established as diagnostic instrument this area, partly as a result of significant heterogeneity across the findings from research studies. The present review aims to: (i) assess the determinants of inconsistencies in the results from neuroimaging studies of the early stages of psychosis; and (ii) suggest approaches for future imaging research in this field that may reduce methodological differences between studies.
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Chang CC, Kao YC, Chao CY, Chang HA. Enhancement of cognitive insight and higher-order neurocognitive function by fronto-temporal transcranial direct current stimulation (tDCS) in patients with schizophrenia. Schizophr Res 2019; 208:430-438. [PMID: 30635256 DOI: 10.1016/j.schres.2018.12.052] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2018] [Revised: 12/30/2018] [Accepted: 12/31/2018] [Indexed: 10/27/2022]
Abstract
No studies have examined the effects of fronto-temporal transcranial direct current stimulation (tDCS) on cognitive insight and neurocognitive function in schizophrenia patients and the dynamic interplay between tDCS-induced changes in these two outcomes. In this double-blind, randomized, sham-controlled study, we investigated the effects of fronto-temporal tDCS [anode corresponding to left dorsolateral prefrontal cortex and cathode to left temporo-parietal junction; 2-mA, twice-daily sessions for 5 days] on illness severity, psychosocial functioning, cognitive insight and neurocognitive function in schizophrenia patients (N = 60). The authors observed significant trends that tDCS ameliorated the severity of total and general psychopathology as measured by the Positive and Negative Syndrome Scale. No significant effects were observed for other psychopathological symptoms and psychosocial functioning. Cognitive insight as measured by the Beck Cognitive Insight Scale (BCIS) was rapidly enhanced by 10-session tDCS (F = 10.80, Cohen's d = 0.44, p = 0.002) but the beneficial effect became borderline significant 1 month after stimulation. A trend-level improvement with tDCS of planning ability (F = 6.40, Cohen's d = 0.339, p = 0.014) as measured by the accuracy in Tower of London task was also observed. In the active tDCS group, the change in cognitive insight from baseline to immediately after tDCS assessment was positively correlated with that in planning ability (r = 0.46, p = 0.015), which was independent of the corresponding change in illness severity. The promising results regarding the fast-acting beneficial effects of tDCS on cognitive insight and planning ability in schizophrenia require confirmation in future replication studies.
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Affiliation(s)
- Chuan-Chia Chang
- Department of Psychiatry, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Yu-Chen Kao
- Department of Psychiatry, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan; Department of Psychiatry, Tri-Service General Hospital Songshan Branch, National Defense Medical Center, Taipei, Taiwan
| | - Che-Yi Chao
- Department of Psychiatry, Cardinal Tien Hospital, New Taipei, Taiwan
| | - Hsin-An Chang
- Department of Psychiatry, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan.
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Newton R, Rouleau A, Nylander AG, Loze JY, Resemann HK, Steeves S, Crespo-Facorro B. Diverse definitions of the early course of schizophrenia-a targeted literature review. NPJ SCHIZOPHRENIA 2018; 4:21. [PMID: 30323274 PMCID: PMC6189105 DOI: 10.1038/s41537-018-0063-7] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 09/12/2018] [Accepted: 09/12/2018] [Indexed: 01/07/2023]
Abstract
Schizophrenia is a debilitating psychiatric disorder and patients experience significant comorbidity, especially cognitive and psychosocial deficits, already at the onset of disease. Previous research suggests that treatment during the earlier stages of disease reduces disease burden, and that a longer time of untreated psychosis has a negative impact on treatment outcomes. A targeted literature review was conducted to gain insight into the definitions currently used to describe patients with a recent diagnosis of schizophrenia in the early course of disease ('early' schizophrenia). A total of 483 relevant English-language publications of clinical guidelines and studies were identified for inclusion after searches of MEDLINE, MEDLINE In-Process, relevant clinical trial databases and Google for records published between January 2005 and October 2015. The extracted data revealed a wide variety of terminology and definitions used to describe patients with 'early' or 'recent-onset' schizophrenia, with no apparent consensus. The most commonly used criteria to define patients with early schizophrenia included experience of their first episode of schizophrenia or disease duration of less than 1, 2 or 5 years. These varied definitions likely result in substantial disparities of patient populations between studies and variable population heterogeneity. Better agreement on the definition of early schizophrenia could aid interpretation and comparison of studies in this patient population and consensus on definitions should allow for better identification and management of schizophrenia patients in the early course of their disease.
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Affiliation(s)
- Richard Newton
- Austin Health, University of Melbourne, Melbourne, VIC, Australia.,Peninsula Health, Frankston, VIC, Australia
| | | | | | | | | | | | - Benedicto Crespo-Facorro
- Department of Medicine & Psychiatry, University Hospital Marqués de Valdecilla, IDIVAL, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Santander, Spain
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The Lifespan Trajectory of the Encoding-Retrieval Flip: A Multimodal Examination of Medial Parietal Cortex Contributions to Episodic Memory. J Neurosci 2018; 38:8666-8679. [PMID: 30143571 DOI: 10.1523/jneurosci.1702-17.2018] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2017] [Revised: 06/21/2018] [Accepted: 06/23/2018] [Indexed: 11/21/2022] Open
Abstract
The formation of episodic memories is associated with deactivation during encoding and activation during retrieval in the posteromedial cortex (PMC). We hypothesized that the encoding/retrieval (E/R) flip is a critical component of episodic memory across the lifespan because structural and metabolic changes in the PMC coincide with the fine tuning of the episodic memory system in development and the reductions of memory performance in aging. The aims of the present study were, first, to describe lifespan trajectories of PMC encoding and retrieval activity in 270 human participants (167 females) from 6 to 80 years of age. Our second goal was to construct a model for episodic memory development in which contributions from brain activity, cortical thickness (CT), and structural connectivity are accounted for. We found that modulation of neural activity in response to memory encoding and retrieval demands was not fully developed until adolescence and decreased from adulthood through old age. The magnitude of the E/R flip was related to source memory and 55% of the age-related variance in source memory performance during childhood and adolescence could be accounted for by the E/R flip, CT, and mean diffusivity together. However, only CT and the E/R flip provided unique contributions with which to explain memory performance. The results suggest that neural dynamics in the PMC is related to the development of episodic memory during childhood and adolescence. The similar trajectories of the E/R flip and episodic memory emergence and decline through development and aging further suggests that a lifelong relationship exists.SIGNIFICANCE STATEMENT Modulation of neural activity in the posteromedial cortex (PMC) in response to memory encoding/retrieval (E/R) demands (E/R flip) does not reach its peak until adolescence and decreases from adulthood through old age. The magnitude of the E/R flip is related to source memory and 55% of the age-related variance in source memory performance during childhood and adolescence can be accounted for by the E/R flip and brain structure together. The results suggest that neural dynamics in the PMC is related to the development of episodic memory function during childhood and adolescence and the similar trajectories of the E/R flip and episodic memory performance through development and aging suggests that a lifelong relationship exists.
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Goñi M, Basu N, Murray AD, Waiter GD. Neural Indicators of Fatigue in Chronic Diseases: A Systematic Review of MRI Studies. Diagnostics (Basel) 2018; 8:diagnostics8030042. [PMID: 29933643 PMCID: PMC6163988 DOI: 10.3390/diagnostics8030042] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 06/11/2018] [Accepted: 06/20/2018] [Indexed: 02/08/2023] Open
Abstract
While fatigue is prevalent in chronic diseases, the neural mechanisms underlying this symptom remain unknown. Magnetic resonance imaging (MRI) has the potential to enable us to characterize this symptom. The aim of this review was to gather and appraise the current literature on MRI studies of fatigue in chronic diseases. We systematically searched the following databases: MedLine, PsycInfo, Embase and Scopus (inception to April 2016). We selected studies according to a predefined inclusion and exclusion criteria. We assessed the quality of the studies and conducted descriptive statistical analyses. We identified 26 studies of varying design and quality. Structural and functional MRI, alongside diffusion tensor imaging (DTI) and functional connectivity (FC) studies, identified significant brain indicators of fatigue. The most common regions were the frontal lobe, parietal lobe, limbic system and basal ganglia. Longitudinal studies offered more precise and reliable analysis. Brain structures found to be related to fatigue were highly heterogeneous, not only between diseases, but also for different studies of the same disease. Given the different designs, methodologies and variable results, we conclude that there are currently no well-defined brain indicators of fatigue in chronic diseases.
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Affiliation(s)
- María Goñi
- Aberdeen Biomedical Imaging Centre (ABIC), Lilian Sutton Building, Foresterhill, University of Aberdeen, Aberdeen AB25 2ZN, UK.
| | - Neil Basu
- Health Science Building, Foresterhill, University of Aberdeen, Aberdeen AB25 2ZN, UK.
| | - Alison D Murray
- Aberdeen Biomedical Imaging Centre (ABIC), Lilian Sutton Building, Foresterhill, University of Aberdeen, Aberdeen AB25 2ZN, UK.
| | - Gordon D Waiter
- Aberdeen Biomedical Imaging Centre (ABIC), Lilian Sutton Building, Foresterhill, University of Aberdeen, Aberdeen AB25 2ZN, UK.
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Liemburg EJ, van Es F, Knegtering H, Aleman A. Effects of aripiprazole versus risperidone on brain activation during planning and social-emotional evaluation in schizophrenia: A single-blind randomized exploratory study. Prog Neuropsychopharmacol Biol Psychiatry 2017; 79:112-119. [PMID: 28558941 DOI: 10.1016/j.pnpbp.2017.05.022] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Revised: 04/28/2017] [Accepted: 05/26/2017] [Indexed: 12/28/2022]
Abstract
Impaired function of prefrontal brain networks may be the source of both negative symptoms and neurocognitive problems in psychotic disorders. Whereas most antipsychotics may decrease prefrontal activation, the partial dopamine D2-receptor agonist aripiprazole is hypothesized to improve prefrontal function. This study investigated whether patients with a psychotic disorder would show stronger activation of prefrontal areas and associated regions after treatment with aripiprazole compared to risperidone treatment. In this exploratory pharmacological neuroimaging study, 24 patients were randomly assigned to either aripiprazole or risperidone. At baseline and after nine weeks treatment they underwent an interview and MRI session. Here we report on brain activation (measured with arterial spin labeling) during performance of two tasks, the Tower of London and the Wall of Faces. Aripiprazole treatment decreased activation of the middle frontal, superior frontal and occipital gyrus (ToL) and medial temporal and inferior frontal gyrus, putamen and cuneus (WoF), while activation increased after risperidone. Activation increased in the ventral anterior cingulate and posterior insula (ToL), and superior frontal, superior temporal and precentral gyrus (WoF) after aripiprazole treatment and decreased after risperidone. Both treatment groups had increased ventral insula activation (ToL) and middle temporal gyrus (WoF), and decreased occipital cortex, precuneus and caudate head activation (ToL) activation. In conclusion, patients treated with aripiprazole may need less frontal resources for planning performance and may show increased frontotemporal and frontostriatal reactivity to emotional stimuli. More research is needed to corroborate and extend these preliminary findings.
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Affiliation(s)
- Edith J Liemburg
- BCN Neuroimaging Center, Department of Neuroscience, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Rob Giel Research Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Frank van Es
- Rob Giel Research Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; University Center Psychiatry, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.
| | - Henderikus Knegtering
- BCN Neuroimaging Center, Department of Neuroscience, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Rob Giel Research Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Lentis Research, Center for Mental Health, Groningen, The Netherlands.
| | - André Aleman
- BCN Neuroimaging Center, Department of Neuroscience, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Department of Psychology, University of Groningen, Groningen, The Netherlands.
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Haatveit B, Jensen J, Alnæs D, Kaufmann T, Brandt CL, Thoresen C, Andreassen OA, Melle I, Ueland T, Westlye LT. Reduced load-dependent default mode network deactivation across executive tasks in schizophrenia spectrum disorders. NEUROIMAGE-CLINICAL 2016; 12:389-96. [PMID: 27622135 PMCID: PMC5009228 DOI: 10.1016/j.nicl.2016.08.012] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Revised: 08/10/2016] [Accepted: 08/11/2016] [Indexed: 01/05/2023]
Abstract
Background Schizophrenia is associated with cognitive impairment and brain network dysconnectivity. Recent efforts have explored brain circuits underlying cognitive dysfunction in schizophrenia and documented altered activation of large-scale brain networks, including the task-positive network (TPN) and the task-negative default mode network (DMN) in response to cognitive demands. However, to what extent TPN and DMN dysfunction reflect overlapping mechanisms and are dependent on cognitive state remain to be determined. Methods In the current study, we investigated the recruitment of TPN and DMN using independent component analysis in patients with schizophrenia spectrum disorders (n = 29) and healthy controls (n = 21) during two different executive tasks probing planning/problem-solving and spatial working memory. Results We found reduced load-dependent DMN deactivation across tasks in patients compared to controls. Furthermore, we observed only moderate associations between the TPN and DMN activation across groups, implying that the two networks reflect partly independent mechanisms. Additionally, whereas TPN activation was associated with task performance in both tasks, no such associations were found for DMN. Conclusion These results support a general load-dependent DMN dysfunction in schizophrenia spectrum disorder across two demanding executive tasks that is not merely an epiphenomenon of cognitive dysfunction. SZ patients have reduced load-dependent DMN deactivation compared to controls. TPN activation is associated with task performance, whereas DMN deactivation is not. There are only moderate associations between the TPN and DMN activation.
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Affiliation(s)
- Beathe Haatveit
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Norway
| | - Jimmy Jensen
- Centre for Psychology, Kristianstad University, Elmetorpsvägen 15, 291 39 Kristianstad, Sweden
| | - Dag Alnæs
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Norway
| | - Tobias Kaufmann
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Norway
| | - Christine L Brandt
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Norway
| | - Christian Thoresen
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Norway
| | - Ole A Andreassen
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Norway
| | - Ingrid Melle
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Norway
| | - Torill Ueland
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Norway; Department of Psychology, University of Oslo, P.O. Box 1094, Blindern, 0317 Oslo, Norway
| | - Lars T Westlye
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Norway; Department of Psychology, University of Oslo, P.O. Box 1094, Blindern, 0317 Oslo, Norway
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Vogel T, Smieskova R, Schmidt A, Walter A, Harrisberger F, Eckert A, Lang UE, Riecher-Rössler A, Graf M, Borgwardt S. Increased superior frontal gyrus activation during working memory processing in psychosis: Significant relation to cumulative antipsychotic medication and to negative symptoms. Schizophr Res 2016; 175:20-26. [PMID: 27102424 DOI: 10.1016/j.schres.2016.03.033] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2015] [Revised: 03/03/2016] [Accepted: 03/29/2016] [Indexed: 01/29/2023]
Abstract
OBJECTIVES Impairment in working memory (WM) is a core symptom in schizophrenia. However, little is known about how clinical features influence functional brain activity specific to WM processing during the development of first-episode psychosis (FEP) to schizophrenia (SZ). We compared functional WM-specific brain activity in FEP and SZ patients, including the effects of the duration of illness, psychopathological factors and antipsychotic medication. METHODS Cross-sectional study of male FEP (n=22) and SZ (n=20) patients performing an n-back task when undergoing functional magnetic resonance imaging (fMRI). Clinical features were collected by semi-structured interviews and medical records. RESULTS The SZ group performed significantly worse than the FEP group in the 2-back condition. The SZ group also showed significantly higher activation in the left superior frontal gyrus in the 2-back versus 0-back condition (2-back>0-back). This frontal activation correlated positively with negative symptoms and with cumulative antipsychotic medication during the year before the fMRI examination. There were no significant correlations between activation and duration of illness. CONCLUSION There was greater frontal neural activation in SZ than in FEP. This indicated differences in WM processing, and was significantly related to cumulative antipsychotic exposure and negative symptoms, but not to the duration of illness.
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Affiliation(s)
- Tobias Vogel
- Psychiatric University Clinics (UPK) Basel, Wilhelm Klein-Strasse 27, Basel, Switzerland; Medical Image Analysis Center, University Hospital Basel, Switzerland
| | - Renata Smieskova
- Psychiatric University Clinics (UPK) Basel, Wilhelm Klein-Strasse 27, Basel, Switzerland; Medical Image Analysis Center, University Hospital Basel, Switzerland; Neurobiology Laboratory for Brain Aging and Mental Health, Psychiatric Clinics of the University of Basel, Basel, Switzerland; Transfacultary Research Platform, Molecular & Cognitive Neuroscience, University of Basel, Basel, Switzerland
| | - André Schmidt
- Psychiatric University Clinics (UPK) Basel, Wilhelm Klein-Strasse 27, Basel, Switzerland; Medical Image Analysis Center, University Hospital Basel, Switzerland; Neurobiology Laboratory for Brain Aging and Mental Health, Psychiatric Clinics of the University of Basel, Basel, Switzerland; Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom; Transfacultary Research Platform, Molecular & Cognitive Neuroscience, University of Basel, Basel, Switzerland
| | - Anna Walter
- Psychiatric University Clinics (UPK) Basel, Wilhelm Klein-Strasse 27, Basel, Switzerland
| | - Fabienne Harrisberger
- Psychiatric University Clinics (UPK) Basel, Wilhelm Klein-Strasse 27, Basel, Switzerland; Medical Image Analysis Center, University Hospital Basel, Switzerland; Neurobiology Laboratory for Brain Aging and Mental Health, Psychiatric Clinics of the University of Basel, Basel, Switzerland; Transfacultary Research Platform, Molecular & Cognitive Neuroscience, University of Basel, Basel, Switzerland
| | - Anne Eckert
- Neurobiology Laboratory for Brain Aging and Mental Health, Psychiatric Clinics of the University of Basel, Basel, Switzerland; Transfacultary Research Platform, Molecular & Cognitive Neuroscience, University of Basel, Basel, Switzerland
| | - Undine E Lang
- Psychiatric University Clinics (UPK) Basel, Wilhelm Klein-Strasse 27, Basel, Switzerland
| | - Anita Riecher-Rössler
- Psychiatric University Clinics (UPK) Basel, Wilhelm Klein-Strasse 27, Basel, Switzerland
| | - Marc Graf
- Psychiatric University Clinics (UPK) Basel, Wilhelm Klein-Strasse 27, Basel, Switzerland
| | - Stefan Borgwardt
- Psychiatric University Clinics (UPK) Basel, Wilhelm Klein-Strasse 27, Basel, Switzerland; Medical Image Analysis Center, University Hospital Basel, Switzerland; Neurobiology Laboratory for Brain Aging and Mental Health, Psychiatric Clinics of the University of Basel, Basel, Switzerland; Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom; Transfacultary Research Platform, Molecular & Cognitive Neuroscience, University of Basel, Basel, Switzerland.
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Wang X, Xie H, Cotton AS, Brickman KR, Lewis TJ, Wall JT, Tamburrino MB, Bauer WR, Law K, McLean SA, Liberzon I. Early Changes in Cortical Emotion Processing Circuits after Mild Traumatic Brain Injury from Motor Vehicle Collision. J Neurotrauma 2016; 34:273-280. [PMID: 27169480 DOI: 10.1089/neu.2015.4392] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Mild traumatic brain injury (mTBI) patients frequently experience emotion dysregulation symptoms, including post-traumatic stress. Although mTBI likely affects cortical activation and structure, resulting in cognitive symptoms after mTBI, early effects of mTBI on cortical emotion processing circuits have rarely been examined. To assess early mTBI effects on cortical functional and structural components of emotion processing, we assessed cortical activation to fearful faces within the first 2 weeks after motor vehicle collision (MVC) in survivors who did and did not experience mTBI. We also examined the thicknesses of cortical regions with altered activation. MVC survivors with mTBI (n = 21) had significantly less activation in left superior parietal gyrus (SPG) (-5.9, -81.8, 33.8; p = 10-3.623), left medial orbitofrontal gyrus (mOFG) (-4.7, 36.1, -19.3; p = 10-3.231), and left and right lateral orbitofrontal gyri (lOFG) (left: -16.0, 41.4, -16.6; p = 10-2.573; right: 18.7, 22.7, -17.7; p = 10-2.764) than MVC survivors without mTBI (n = 23). SPG activation in mTBI survivors within 2 weeks after MVC was negatively correlated with subsequent post-traumatic stress symptom severity at 3 months (r = -0.68, p = 0.03). Finally, the SPG region was thinner in the mTBI survivors than in the non-mTBI survivors (F = 11.07, p = 0.002). These results suggest that early differences in activation and structure in cortical emotion processing circuits in trauma survivors who sustain mTBI may contribute to the development of emotion-related symptoms.
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Affiliation(s)
- Xin Wang
- 1 Department of Psychiatry, University of Toledo , Toledo, Ohio.,2 Department of Neurosciences, University of Toledo , Toledo, Ohio.,3 Department of Radiology, University of Toledo , Toledo, Ohio
| | - Hong Xie
- 2 Department of Neurosciences, University of Toledo , Toledo, Ohio
| | - Andrew S Cotton
- 1 Department of Psychiatry, University of Toledo , Toledo, Ohio
| | | | | | - John T Wall
- 2 Department of Neurosciences, University of Toledo , Toledo, Ohio
| | | | - William R Bauer
- 2 Department of Neurosciences, University of Toledo , Toledo, Ohio
| | - Kenny Law
- 1 Department of Psychiatry, University of Toledo , Toledo, Ohio
| | - Samuel A McLean
- 5 Department of Anesthesiology, University of North Carolina at Chapel Hill , Chapel Hill, North Carolina
| | - Israel Liberzon
- 6 Department of Psychiatry, University of Michigan , Ann Arbor, Michigan
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13
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Calhoun VD, Sui J. Multimodal fusion of brain imaging data: A key to finding the missing link(s) in complex mental illness. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2016; 1:230-244. [PMID: 27347565 PMCID: PMC4917230 DOI: 10.1016/j.bpsc.2015.12.005] [Citation(s) in RCA: 182] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
It is becoming increasingly clear that combining multi-modal brain imaging data is able to provide more information for individual subjects by exploiting the rich multimodal information that exists. However, the number of studies that do true multimodal fusion (i.e. capitalizing on joint information among modalities) is still remarkably small given the known benefits. In part, this is because multi-modal studies require broader expertise in collecting, analyzing, and interpreting the results than do unimodal studies. In this paper, we start by introducing the basic reasons why multimodal data fusion is important and what it can do, and importantly how it can help us avoid wrong conclusions and help compensate for imperfect brain imaging studies. We also discuss the challenges that need to be confronted for such approaches to be more widely applied by the community. We then provide a review of the diverse studies that have used multimodal data fusion (primarily focused on psychosis) as well as provide an introduction to some of the existing analytic approaches. Finally, we discuss some up-and-coming approaches to multi-modal fusion including deep learning and multimodal classification which show considerable promise. Our conclusion is that multimodal data fusion is rapidly growing, but it is still underutilized. The complexity of the human brain coupled with the incomplete measurement provided by existing imaging technology makes multimodal fusion essential in order to mitigate against misdirection and hopefully provide a key to finding the missing link(s) in complex mental illness.
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Affiliation(s)
- Vince D Calhoun
- The Mind Research Network & LBERI, Albuquerque, New Mexico.; Dept. of ECE, University of New Mexico, Albuquerque, New Mexico
| | - Jing Sui
- The Mind Research Network & LBERI, Albuquerque, New Mexico.; Brainnetome Center and National Laboratory of Pattern Recognition, Beijing, China; CAS Center for Excellence in Brain Science, Institute of Automation, Chinese Academy of Sciences, Beijing, China
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Cortical thickness differences in the prefrontal cortex in children and adolescents with ADHD in relation to dopamine transporter (DAT1) genotype. Psychiatry Res 2015. [PMID: 26206710 DOI: 10.1016/j.pscychresns.2015.07.005] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Several lines of evidence suggest that the dopamine transporter gene (DAT1) plays a crucial role in attention deficit hyperactivity disorder (ADHD). Concretely, recent data indicate that the 10-repeat (10R) DAT1 allele may mediate neuropsychological functioning, response to methylphenidate, and even brain function and structure in children with ADHD. This study aimed to investigate the influence of 10R DAT1 on thickness of the prefrontal cortex in children and adolescents with ADHD. To this end, brain magnetic resonance images were acquired from 33 patients with homozygosity for the 10R allele and 30 patients with a single copy or no copy of the allele. The prefrontal cortex of each MRI scan was automatically parceled into regions of interest (ROIs) based on Brodmann areas (BA). The two groups were matched for age, gender, IQ, ADHD subtype, symptom severity, comorbidity and medication status. However, patients with two copies of the 10R allele exhibited significantly decreased cortical thickness in right BA 46 relative to patients with one or fewer copies of the allele. No other prefrontal ROI differed significantly between the two groups. Present findings suggest that cortical thickness of right lateral prefrontal cortex (BA 46) is influenced by the presence of the DAT1 10 repeat allele in children and adolescents with ADHD.
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15
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Bendfeldt K, Smieskova R, Koutsouleris N, Klöppel S, Schmidt A, Walter A, Harrisberger F, Wrege J, Simon A, Taschler B, Nichols T, Riecher-Rössler A, Lang UE, Radue EW, Borgwardt S. Classifying individuals at high-risk for psychosis based on functional brain activity during working memory processing. NEUROIMAGE-CLINICAL 2015; 9:555-63. [PMID: 26640767 PMCID: PMC4625212 DOI: 10.1016/j.nicl.2015.09.015] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/02/2015] [Revised: 09/22/2015] [Accepted: 09/23/2015] [Indexed: 11/04/2022]
Abstract
The psychosis high-risk state is accompanied by alterations in functional brain activity during working memory processing. We used binary automatic pattern-classification to discriminate between the at-risk mental state (ARMS), first episode psychosis (FEP) and healthy controls (HCs) based on n-back WM-induced brain activity. Linear support vector machines and leave-one-out-cross-validation were applied to fMRI data of matched ARMS, FEP and HC (19 subjects/group). The HC and ARMS were correctly classified, with an accuracy of 76.2% (sensitivity 89.5%, specificity 63.2%, p = 0.01) using a verbal working memory network mask. Only 50% and 47.4% of individuals were classified correctly for HC vs. FEP (p = 0.46) or ARMS vs. FEP (p = 0.62), respectively. Without mask, accuracy was 65.8% for HC vs. ARMS (p = 0.03) and 65.8% for HC vs. FEP (p = 0.0047), and 57.9% for ARMS vs. FEP (p = 0.18). Regions in the medial frontal, paracingulate, cingulate, inferior frontal and superior frontal gyri, inferior and superior parietal lobules, and precuneus were particularly important for group separation. These results suggest that FEP and HC or FEP and ARMS cannot be accurately separated in small samples under these conditions. However, ARMS can be identified with very high sensitivity in comparison to HC. This might aid classification and help to predict transition in the ARMS. The ARMS was accurately identified based on an individual patient's response within a WM network. Regional cortical activations were particularly important for group separation. Based on WM alterations, FEP and HC or FEP and ARMS could not be accurately separated in small samples.
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Affiliation(s)
- Kerstin Bendfeldt
- Medical Image Analysis Centre, University Hospital Basel, Mittlere Strasse 83, Basel 4031, Switzerland
| | - Renata Smieskova
- Medical Image Analysis Centre, University Hospital Basel, Mittlere Strasse 83, Basel 4031, Switzerland ; Department of Psychiatry, University of Basel, Wilhelm Klein-Strasse, 27, Basel 4056, Switzerland
| | - Nikolaos Koutsouleris
- Department of Psychiatry and Psychotherapy, Ludwig-Maximilian University, Nussbaumstr. 7, Munich 80336, Germany
| | - Stefan Klöppel
- Department of Psychiatry and Psychotherapy, University Medical Center, Freiburg, Freiburg, Germany
| | - André Schmidt
- Medical Image Analysis Centre, University Hospital Basel, Mittlere Strasse 83, Basel 4031, Switzerland ; Department of Psychiatry, University of Basel, Wilhelm Klein-Strasse, 27, Basel 4056, Switzerland
| | - Anna Walter
- Department of Psychiatry, University of Basel, Wilhelm Klein-Strasse, 27, Basel 4056, Switzerland
| | - Fabienne Harrisberger
- Medical Image Analysis Centre, University Hospital Basel, Mittlere Strasse 83, Basel 4031, Switzerland ; Department of Psychiatry, University of Basel, Wilhelm Klein-Strasse, 27, Basel 4056, Switzerland
| | - Johannes Wrege
- Department of Psychiatry, University of Basel, Wilhelm Klein-Strasse, 27, Basel 4056, Switzerland
| | - Andor Simon
- University Hospital of Psychiatry, University of Bern, Bern 3010, Switzerland
| | - Bernd Taschler
- Dept. of Statistics, University of Warwick, Coventry, UK
| | - Thomas Nichols
- Dept. of Statistics, University of Warwick, Coventry, UK
| | - Anita Riecher-Rössler
- Department of Psychiatry, University of Basel, Wilhelm Klein-Strasse, 27, Basel 4056, Switzerland
| | - Undine E Lang
- Department of Psychiatry, University of Basel, Wilhelm Klein-Strasse, 27, Basel 4056, Switzerland
| | - Ernst-Wilhelm Radue
- Medical Image Analysis Centre, University Hospital Basel, Mittlere Strasse 83, Basel 4031, Switzerland
| | - Stefan Borgwardt
- Medical Image Analysis Centre, University Hospital Basel, Mittlere Strasse 83, Basel 4031, Switzerland ; Department of Psychiatry, University of Basel, Wilhelm Klein-Strasse, 27, Basel 4056, Switzerland ; Department of Psychosis Studies, King's College London, Institute of Psychiatry, De Crespigny Park 16, London SE58AF, UK
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16
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Brandt CL, Doan NT, Tønnesen S, Agartz I, Hugdahl K, Melle I, Andreassen OA, Westlye LT. Assessing brain structural associations with working-memory related brain patterns in schizophrenia and healthy controls using linked independent component analysis. Neuroimage Clin 2015; 9:253-63. [PMID: 26509112 PMCID: PMC4576364 DOI: 10.1016/j.nicl.2015.08.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2015] [Revised: 07/17/2015] [Accepted: 08/17/2015] [Indexed: 01/01/2023]
Abstract
Schizophrenia (SZ) is a psychotic disorder with significant cognitive dysfunction. Abnormal brain activation during cognitive processing has been reported, both in task-positive and task-negative networks. Further, structural cortical and subcortical brain abnormalities have been documented, but little is known about how task-related brain activation is associated with brain anatomy in SZ compared to healthy controls (HC). Utilizing linked independent component analysis (LICA), a data-driven multimodal analysis approach, we investigated structure-function associations in a large sample of SZ (n = 96) and HC (n = 142). We tested for associations between task-positive (fronto-parietal) and task-negative (default-mode) brain networks derived from fMRI activation during an n-back working memory task, and brain structural measures of surface area, cortical thickness, and gray matter volume, and to what extent these associations differed in SZ compared to HC. A significant association (p < .05, corrected for multiple comparisons) was found between a component reflecting the task-positive fronto-parietal network and another component reflecting cortical thickness in fronto-temporal brain regions in SZ, indicating increased activation with increased thickness. Other structure-function associations across, between and within groups were generally moderate and significant at a nominal p-level only, with more numerous and stronger associations in SZ compared to HC. These results indicate a complex pattern of moderate associations between brain activation during cognitive processing and brain morphometry, and extend previous findings of fronto-temporal brain abnormalities in SZ by suggesting a coupling between cortical thickness of these brain regions and working memory-related brain activation.
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Affiliation(s)
- Christine Lycke Brandt
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Nhat Trung Doan
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Siren Tønnesen
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ingrid Agartz
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway ; Department of Psychiatric Research, Diakonhjemmet Hospital, Diakonhjemmet, Norway ; Department of Clinical Neuroscience, Psychiatry Section, Karolinska Institutet, Stockholm, Sweden
| | - Kenneth Hugdahl
- Norwegian Centre for Mental Disorders Research, Department of Biological and Medical Psychology, University of Bergen, Bergen, Norway ; Division of Psychiatry, Haukeland University Hospital, Haukeland, Norway ; Department of Radiology, Haukeland University Hospital, Haukeland, Norway ; KG Jebsen Centre for Research on Neuropsychiatric Disorders, University of Bergen, Bergen, Norway
| | - Ingrid Melle
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ole A Andreassen
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Lars T Westlye
- Norwegian Centre for Mental Disorders Research, KG Jebsen Centre for Psychosis Research, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway ; Department of Psychology, University of Oslo, Oslo, Norway
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17
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Pettersson-Yeo W, Benetti S, Frisciata S, Catani M, Williams SC, Allen P, McGuire P, Mechelli A. Does neuroanatomy account for superior temporal dysfunction in early psychosis? A multimodal MRI investigation. J Psychiatry Neurosci 2015; 40:100-7. [PMID: 25338016 PMCID: PMC4354815 DOI: 10.1503/jpn.140082] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Neuroimaging studies of ultra-high risk (UHR) and first-episode psychosis (FEP) have revealed widespread alterations in brain structure and function. Recent evidence suggests there is an intrinsic relationship between these 2 types of alterations; however, there is very little research linking these 2 modalities in the early stages of psychosis. METHODS To test the hypothesis that functional alteration in UHR and FEP articipants would be associated with corresponding structural alteration, we examined brain function and structure in these participants as well as in a group of healthy controls using multimodal MRI. The data were analyzed using statistical parametric mapping. RESULTS We included 24 participants in the FEP group, 18 in the UHR group and 21 in the control group. Patients in the FEP group showed a reduction in functional activation in the left superior temporal gyrus relative to controls, and the UHR group showed intermediate values. The same region showed a corresponding reduction in grey matter volume in the FEP group relative to controls. However, while the difference in grey matter volume remained significant after including functional activation as a covariate of no interest, the reduction in functional activation was no longer evident after including grey matter volume as a covariate of no interest. LIMITATIONS Our sample size was relatively small. All participants in the FEP group and 2 in the UHR group had received antipsychotic medication, which may have impacted neurofunction and/or neuroanatomy. CONCLUSION Our results suggest that superior temporal dysfunction in early psychosis is accounted for by a corresponding alteration in grey matter volume. This finding has important implications for the interpretation of functional alteration in early psychosis.
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Affiliation(s)
- William Pettersson-Yeo
- Correspondence to: W. Pettersson-Yeo, Department of Psychosis Studies, PO Box 67, Institute of Psychiatry, King’s College London, De Crespigny Park, London UK SE5 8AF;
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18
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Liemburg EJ, Dlabac-De Lange JJLAS, Bais L, Knegtering H, van Osch MJP, Renken RJ, Aleman A. Neural correlates of planning performance in patients with schizophrenia--relationship with apathy. Schizophr Res 2015; 161:367-75. [PMID: 25497221 DOI: 10.1016/j.schres.2014.11.028] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2014] [Revised: 11/06/2014] [Accepted: 11/22/2014] [Indexed: 11/15/2022]
Abstract
Patients with schizophrenia often suffer from apathy: a quantitative reduction of voluntary, goal-directed behaviors that impairs daily functioning. We hypothesized that schizophrenia patients with high levels of apathy would show decreased activation in brain regions involved in planning and goal-directed behavior. Patients with schizophrenia or psychotic spectrum disorder (n=47) and healthy controls (n=20) performed the Tower of London (ToL) task during fMRI scanning using arterial spin labeling. To investigate the relationship between apathy and planning in patients, a proxy measure of apathy based on the Positive and Negative syndrome Scale was regressed against the task-related brain activation. Brain activation was also compared between patients and healthy controls. Higher levels of apathy were associated with less task-related activation within the inferior parietal lobule precuneus and thalamus. Compared to controls, patients showed lower activation in lateral prefrontal regions, parietal and motor areas, and a higher activation of medial frontal areas. Apathy was related to abnormal activation in thalamus and parietal regions during the ToL task. This supports the hypothesis that impaired function of brain regions involved in planning and goal-directed behavior may underlie apathy in schizophrenia. Moreover, impaired lateral prefrontal activation in schizophrenia patients compared to controls is consistent with the hypofrontality model of schizophrenia. In contrast, stronger medial frontal activation in patients may be related to increased effort to perform a task with conflicting task solutions.
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Affiliation(s)
- Edith J Liemburg
- Department of Neuroscience, and BCN Neuroimaging Center, University of Groningen, University Medical Center Groningen, FA32, Antonius Deusinglaan 2, 9713 AW Groningen, The Netherlands; Rob Giel Research Centrum, University of Groningen, University Medical Center Groningen, CC72, Hanzeplein 1, 9713 GZ Groningen, The Netherlands.
| | - Jozarni J L A S Dlabac-De Lange
- Department of Neuroscience, and BCN Neuroimaging Center, University of Groningen, University Medical Center Groningen, FA32, Antonius Deusinglaan 2, 9713 AW Groningen, The Netherlands.
| | - Leonie Bais
- Department of Neuroscience, and BCN Neuroimaging Center, University of Groningen, University Medical Center Groningen, FA32, Antonius Deusinglaan 2, 9713 AW Groningen, The Netherlands; Lentis Research, Center for Mental Health, Hereweg 80, 9725 AG Groningen, The Netherlands.
| | - Henderikus Knegtering
- Department of Neuroscience, and BCN Neuroimaging Center, University of Groningen, University Medical Center Groningen, FA32, Antonius Deusinglaan 2, 9713 AW Groningen, The Netherlands; Rob Giel Research Centrum, University of Groningen, University Medical Center Groningen, CC72, Hanzeplein 1, 9713 GZ Groningen, The Netherlands.
| | - Matthias J P van Osch
- Department of Radiology, Leiden University Medical Center, Postzone C2S, Postbox 9600, 2300 RC, Leiden, The Netherlands.
| | - Remco J Renken
- Department of Neuroscience, and BCN Neuroimaging Center, University of Groningen, University Medical Center Groningen, FA32, Antonius Deusinglaan 2, 9713 AW Groningen, The Netherlands.
| | - André Aleman
- Department of Neuroscience, and BCN Neuroimaging Center, University of Groningen, University Medical Center Groningen, FA32, Antonius Deusinglaan 2, 9713 AW Groningen, The Netherlands; Department of Psychology, University of Groningen, Grote Kruisstraat 2/1, 9712 TS Groningen, The Netherlands.
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19
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Rossi R, Lanfredi M, Pievani M, Boccardi M, Rasser PE, Thompson PM, Cavedo E, Cotelli M, Rosini S, Beneduce R, Bignotti S, Magni LR, Rillosi L, Magnaldi S, Cobelli M, Rossi G, Frisoni GB. Abnormalities in cortical gray matter density in borderline personality disorder. Eur Psychiatry 2015; 30:221-7. [PMID: 25561291 DOI: 10.1016/j.eurpsy.2014.11.009] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/26/2014] [Revised: 11/14/2014] [Accepted: 11/14/2014] [Indexed: 10/24/2022] Open
Abstract
BACKGROUND Borderline personality disorder (BPD) is a chronic condition with a strong impact on patients' affective, cognitive and social functioning. Neuroimaging techniques offer invaluable tools to understand the biological substrate of the disease. We aimed to investigate gray matter alterations over the whole cortex in a group of Borderline Personality Disorder (BPD) patients compared to healthy controls (HC). METHODS Magnetic resonance-based cortical pattern matching was used to assess cortical gray matter density (GMD) in 26 BPD patients and in their age- and sex-matched HC (age: 38 ± 11; females: 16, 61%). RESULTS BPD patients showed widespread lower cortical GMD compared to HC (4% difference) with peaks of lower density located in the dorsal frontal cortex, in the orbitofrontal cortex, the anterior and posterior cingulate, the right parietal lobe, the temporal lobe (medial temporal cortex and fusiform gyrus) and in the visual cortex (P<0.005). Our BPD subjects displayed a symmetric distribution of anomalies in the dorsal aspect of the cortical mantle, but a wider involvement of the left hemisphere in the mesial aspect in terms of lower density. A few restricted regions of higher density were detected in the right hemisphere. All regions remained significant after correction for multiple comparisons via permutation testing. CONCLUSIONS BPD patients feature specific morphology of the cerebral structures involved in cognitive and emotional processing and social cognition/mentalization, consistent with clinical and functional data.
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Affiliation(s)
- R Rossi
- Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli, via Pilastroni 4, 25125 Brescia, Italy.
| | - M Lanfredi
- Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli, via Pilastroni 4, 25125 Brescia, Italy
| | - M Pievani
- LENITEM, Laboratory of Epidemiology, Neuroimaging, & Telemedicine, Istituto Centro San Giovanni di Dio-Fatebenefratelli, Brescia, Italy
| | - M Boccardi
- LENITEM, Laboratory of Epidemiology, Neuroimaging, & Telemedicine, Istituto Centro San Giovanni di Dio-Fatebenefratelli, Brescia, Italy
| | - P E Rasser
- Centre for translational Neuroscience and Mental Health, The University of Newcastle, New South Wales, Australia; Schizophrenia Research Institute, Darlinghurst, Australia; Hunter Medical Research Institute, Newcastle, Australia
| | - P M Thompson
- Imaging Genetics Center, Laboratory of Neuro Imaging, Department of Neurology, UCLA School of Medicine, Los Angeles, CA, USA
| | - E Cavedo
- LENITEM, Laboratory of Epidemiology, Neuroimaging, & Telemedicine, Istituto Centro San Giovanni di Dio-Fatebenefratelli, Brescia, Italy; Cognition, neuroimaging and brain diseases Laboratory, Centre de Recherche de l'Insitut du Cerveau et de la Moelle (CRICM) UMRS_975, Université Pierre-et-Marie-Curie, Paris, France
| | - M Cotelli
- Unit of Neuropsychology, IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli, Brescia, Italy
| | - S Rosini
- Unit of Neuropsychology, IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli, Brescia, Italy
| | - R Beneduce
- Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli, via Pilastroni 4, 25125 Brescia, Italy
| | - S Bignotti
- Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli, via Pilastroni 4, 25125 Brescia, Italy
| | - L R Magni
- Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli, via Pilastroni 4, 25125 Brescia, Italy
| | - L Rillosi
- Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli, via Pilastroni 4, 25125 Brescia, Italy
| | - S Magnaldi
- Unit of Neuroradiology, Poliambulanza Hospital, Brescia, Italy
| | - M Cobelli
- Unit of Neuroradiology, Poliambulanza Hospital, Brescia, Italy
| | - G Rossi
- Unit of Psychiatry, IRCCS Istituto Centro San Giovanni di Dio-Fatebenefratelli, via Pilastroni 4, 25125 Brescia, Italy
| | - G B Frisoni
- LENITEM, Laboratory of Epidemiology, Neuroimaging, & Telemedicine, Istituto Centro San Giovanni di Dio-Fatebenefratelli, Brescia, Italy; Memory Clinic and LANVIE, Laboratory of Neuroimaging of Aging, University Hospitals, University of Geneva, Geneva, Switzerland
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20
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Klaver P, Latal B, Martin E. Occipital cortical thickness in very low birth weight born adolescents predicts altered neural specialization of visual semantic category related neural networks. Neuropsychologia 2014; 67:41-54. [PMID: 25458481 DOI: 10.1016/j.neuropsychologia.2014.10.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2014] [Revised: 09/22/2014] [Accepted: 10/24/2014] [Indexed: 10/24/2022]
Abstract
Very low birth weight (VLBW) premature born infants have a high risk to develop visual perceptual and learning deficits as well as widespread functional and structural brain abnormalities during infancy and childhood. Whether and how prematurity alters neural specialization within visual neural networks is still unknown. We used functional and structural brain imaging to examine the visual semantic system of VLBW born (<1250 g, gestational age 25-32 weeks) adolescents (13-15 years, n = 11, 3 males) and matched term born control participants (13-15 years, n = 11, 3 males). Neurocognitive assessment revealed no group differences except for lower scores on an adaptive visuomotor integration test. All adolescents were scanned while viewing pictures of animals and tools and scrambled versions of these pictures. Both groups demonstrated animal and tool category related neural networks. Term born adolescents showed tool category related neural activity, i.e. tool pictures elicited more activity than animal pictures, in temporal and parietal brain areas. Animal category related activity was found in the occipital, temporal and frontal cortex. VLBW born adolescents showed reduced tool category related activity in the dorsal visual stream compared with controls, specifically the left anterior intraparietal sulcus, and enhanced animal category related activity in the left middle occipital gyrus and right lingual gyrus. Lower birth weight of VLBW adolescents correlated with larger thickness of the pericalcarine gyrus in the occipital cortex and smaller surface area of the superior temporal gyrus in the lateral temporal cortex. Moreover, larger thickness of the pericalcarine gyrus and smaller surface area of the superior temporal gyrus correlated with reduced tool category related activity in the parietal cortex. Together, our data suggest that very low birth weight predicts alterations of higher order visual semantic networks, particularly in the dorsal stream. The differences in neural specialization may be associated with aberrant cortical development of areas in the visual system that develop early in childhood.
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Affiliation(s)
- Peter Klaver
- Department of Psychology, University of Zurich, Switzerland; Center for MR Research and Children׳s Research Center, University Children׳s Hospital Zurich, Switzerland; Zurich Center for Neuroscience, University of Zurich/ETHZ, Switzerland; Zurich Center for Integrative Human Physiology, University of Zurich, Switzerland.
| | - Beatrice Latal
- Zurich Center for Integrative Human Physiology, University of Zurich, Switzerland; Child Development Center and Children׳s Research Center, University Children׳s Hospital Zurich, Switzerland
| | - Ernst Martin
- Center for MR Research and Children׳s Research Center, University Children׳s Hospital Zurich, Switzerland
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21
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Abstract
INTRODUCTION Tourette syndrome (TS) is thought to be associated with striatal dysfunction. Changes within frontostriatal pathways in TS could lead to changes in abilities reliant on the frontal cortex. Such abilities include executive functions and aspects of social reasoning. METHODS This study aimed to investigate executive functioning and Theory of Mind (ToM; the ability to reason about mental states, e.g., beliefs and emotions), in 18 patients with TS and 20 controls. A range of tasks involving ToM were used. These required participants to make judgements about mental states based on pictures of whole faces or the eyes alone, reason about humour in cartoons that featured sarcasm, irony or "slapstick" style humour, and make economic decisions. The executive measures assessed inhibition and verbal fluency. RESULTS Patients with TS exhibited significantly poorer performance than controls on all four tasks involving ToM, even when patients with comorbid obsessive-compulsive disorder were excluded. These difficulties were despite no inhibitory deficits. Patients with TS exhibited impairment on the verbal fluency task but their performance on executive and ToM tasks was not related. CONCLUSIONS We propose that TS is associated with changes in ToM. The observed deficits could reflect dysfunction in frontostriatal pathways involving ventromedial prefrontal cortex.
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Affiliation(s)
- Clare M Eddy
- a Department of Neuropsychiatry , Barberry National Centre for Mental Health , Birmingham , UK
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Kumarasinghe N, Rasser PE, Mendis J, Bergmann J, Knechtel L, Oxley S, Perera A, Thompson PM, Tooney PA, Schall U. Age effects on cerebral grey matter and their associations with psychopathology, cognition and treatment response in previously untreated schizophrenia patients. ACTA ACUST UNITED AC 2014. [DOI: 10.1016/j.npbr.2014.01.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
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Anurova I, Renier LA, De Volder AG, Carlson S, Rauschecker JP. Relationship Between Cortical Thickness and Functional Activation in the Early Blind. Cereb Cortex 2014; 25:2035-48. [PMID: 24518755 DOI: 10.1093/cercor/bhu009] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Early blindness results in both structural and functional changes of the brain. However, these changes have rarely been studied in relation to each other. We measured alterations in cortical thickness (CT) caused by early visual deprivation and their relationship with cortical activity. Structural and functional magnetic resonance imaging was performed in 12 early blind (EB) humans and 12 sighted controls (SC). Experimental conditions included one-back tasks for auditory localization and pitch identification, and a simple sound-detection task. Structural and functional data were analyzed in a whole-brain approach and within anatomically defined regions of interest in sensory areas of the spared (auditory) and deprived (visual) modalities. Functional activation during sound-localization or pitch-identification tasks correlated negatively with CT in occipital areas of EB (calcarine sulcus, lingual gyrus, superior and middle occipital gyri, and cuneus) and in nonprimary auditory areas of SC. These results suggest a link between CT and activation and demonstrate that the relationship between cortical structure and function may depend on early sensory experience, probably via selective pruning of exuberant connections. Activity-dependent effects of early sensory deprivation and long-term practice are superimposed on normal maturation and aging. Together these processes shape the relationship between brain structure and function over the lifespan.
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Affiliation(s)
- Irina Anurova
- Laboratory of Integrative Neuroscience and Cognition, Department of Neuroscience, Georgetown University Medical Center, Washington, DC 20057, USA Neuroscience Unit, Institute of Biomedicine/Physiology, University of Helsinki, Helsinki 00014, Finland
| | - Laurent A Renier
- Laboratory of Integrative Neuroscience and Cognition, Department of Neuroscience, Georgetown University Medical Center, Washington, DC 20057, USA Institute of Neuroscience, Université Catholique de Louvain, Brussels B-1200, Belgium
| | - Anne G De Volder
- Institute of Neuroscience, Université Catholique de Louvain, Brussels B-1200, Belgium
| | - Synnöve Carlson
- Neuroscience Unit, Institute of Biomedicine/Physiology, University of Helsinki, Helsinki 00014, Finland Brain Research Unit, O. V. Lounasmaa Laboratory, Aalto University School of Science, Aalto 00076, Finland
| | - Josef P Rauschecker
- Laboratory of Integrative Neuroscience and Cognition, Department of Neuroscience, Georgetown University Medical Center, Washington, DC 20057, USA
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Parker KL, Andreasen NC, Liu D, Freeman JH, O’Leary DS. Eyeblink conditioning in unmedicated schizophrenia patients: a positron emission tomography study. Psychiatry Res 2013; 214:402-9. [PMID: 24090512 PMCID: PMC3980571 DOI: 10.1016/j.pscychresns.2013.07.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2012] [Revised: 07/10/2013] [Accepted: 07/25/2013] [Indexed: 11/15/2022]
Abstract
Previous studies suggest that patients with schizophrenia exhibit dysfunctions in a widely distributed circuit-the cortico-cerebellar-thalamic-cortical circuit, or CCTCC-and that this may explain the multiple cognitive deficits observed in the disorder. This study uses positron emission tomography (PET) with O(15) H₂O to measure regional cerebral blood flow (rCBF) in response to a classic test of cerebellar function, the associative learning that occurs during eyeblink conditioning, in a sample of 20 unmedicated schizophrenia patients and 20 closely matched healthy controls. The PET paradigm examined three phases of acquisition and extinction (early, middle and late). The patients displayed impaired behavioral performance during both acquisition and extinction. The imaging data indicate that, compared to the control subjects, the patients displayed decreases in rCBF in all three components of the CCTCC during both acquisition and extinction. Specifically, patients had less rCBF in the middle and medial frontal lobes, anterior cerebellar lobules I/V and VI, as well as the thalamus during acquisition and although similar areas were found in the frontal lobe, ipsilateral cerebellar lobule IX showed consistently less activity in patients during extinction. Thus this study provides additional support for the hypothesis that patients with schizophrenia have a cognitive dysmetria--an inability to smoothly coordinate many different types of mental activity--that affects even a very basic cognitive task that taps into associative learning.
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Affiliation(s)
- Krystal L. Parker
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City IA 52242, USA,Corresponding author. Tel.: +1 319 353 8580, mobile: +1 515 708 0490; fax: +1 319 353 8300., , (K.L. Parker)
| | - Nancy C. Andreasen
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City IA 52242, USA
| | - Dawei Liu
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa City IA 52242, USA
| | - John H. Freeman
- Department of Psychology, University of Iowa, Iowa City IA 52242, USA
| | - Daniel S. O’Leary
- Department of Psychiatry, Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City IA 52242, USA
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Sui J, Huster R, Yu Q, Segall JM, Calhoun VD. Function-structure associations of the brain: evidence from multimodal connectivity and covariance studies. Neuroimage 2013; 102 Pt 1:11-23. [PMID: 24084066 DOI: 10.1016/j.neuroimage.2013.09.044] [Citation(s) in RCA: 115] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2013] [Revised: 09/18/2013] [Accepted: 09/20/2013] [Indexed: 12/13/2022] Open
Abstract
Despite significant advances in multimodal imaging techniques and analysis approaches, unimodal studies are still the predominant way to investigate brain changes or group differences, including structural magnetic resonance imaging (sMRI), functional MRI (fMRI), diffusion tensor imaging (DTI) and electroencephalography (EEG). Multimodal brain studies can be used to understand the complex interplay of anatomical, functional and physiological brain alterations or development, and to better comprehend the biological significance of multiple imaging measures. To examine the function-structure associations of the brain in a more comprehensive and integrated manner, we reviewed a number of multimodal studies that combined two or more functional (fMRI and/or EEG) and structural (sMRI and/or DTI) modalities. In this review paper, we specifically focused on multimodal neuroimaging studies on cognition, aging, disease and behavior. We also compared multiple analysis approaches, including univariate and multivariate methods. The possible strengths and limitations of each method are highlighted, which can guide readers when selecting a method based on a given research question. In particular, we believe that multimodal fusion approaches will shed further light on the neuronal mechanisms underlying the major structural and functional pathophysiological features of both the healthy brain (e.g. development) or the diseased brain (e.g. mental illness) and, in the latter case, may provide a more sensitive measure than unimodal imaging for disease classification, e.g. multimodal biomarkers, which potentially can be used to support clinical diagnosis based on neuroimaging techniques.
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Affiliation(s)
- Jing Sui
- The Mind Research Network, Albuquerque, NM 87106, USA; Brainnetome Center, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China; National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China.
| | - Rene Huster
- Experimental Psychology Lab, Carl von Ossietzky University, Oldenburg, Germany
| | - Qingbao Yu
- The Mind Research Network, Albuquerque, NM 87106, USA
| | | | - Vince D Calhoun
- The Mind Research Network, Albuquerque, NM 87106, USA; Dept. of ECE, University of New Mexico, Albuquerque, NM 87131, USA.
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Dockery CA. The Human Experiment: How We Won’t Win the Rat Race. What Can We Learn from Brain Stimulation in Humans and Rats About Enhancing the Functional Neurobiology of Higher Cognitive Functions? TRENDS IN AUGMENTATION OF HUMAN PERFORMANCE 2013. [DOI: 10.1007/978-94-007-6253-4_8] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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Schultz CC, Fusar-Poli P, Wagner G, Koch K, Schachtzabel C, Gruber O, Sauer H, Schlösser RGM. Multimodal functional and structural imaging investigations in psychosis research. Eur Arch Psychiatry Clin Neurosci 2012; 262 Suppl 2:S97-106. [PMID: 22940744 DOI: 10.1007/s00406-012-0360-5] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2012] [Accepted: 08/15/2012] [Indexed: 12/15/2022]
Abstract
Substantial pathophysiological questions about the relationship of brain pathologies in psychosis can only be answered by multimodal neuroimaging approaches combining different imaging modalities such as structural MRI (sMRI), functional MRI (fMRI), diffusion tensor imaging (DTI), positron emission tomography (PET) and magnetic-resonance spectroscopy. In particular, the multimodal imaging approach has the potential to shed light on the neuronal mechanisms underlying the major brain structural and functional pathophysiological features of schizophrenia and high-risk states such as prefronto-temporal gray matter reduction, altered higher-order cognitive processing, or disturbed dopaminergic and glutamatergic neurotransmission. In recent years, valuable new findings have been revealed in these fields by multimodal imaging studies mostly reflecting a direct and aligned correlation of brain pathologies in psychosis. However, the amount of multimodal studies is still limited, and further efforts have to be made to consolidate previous findings and to extend the scope to other pathophysiological parameters contributing to the pathogenesis of psychosis. Here, investigating the genetic foundations of brain pathology relationships is a major challenge for future multimodal imaging applications in psychosis research.
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Affiliation(s)
- C Christoph Schultz
- Department of Psychiatry and Psychotherapy, Jena University Hospital, Philosophenweg 3, 07740 Jena, Germany.
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Abstract
Few studies have examined the relationship between local anatomic thickness of the cortex and the activation signals arising from it. Using structural and functional MRI, we examined whether a relationship exists between cortical thickness and brain activation. Twenty-eight participants were asked to perform the Go/NoGo response inhibition task known to activate the anterior cingulate and the prefrontal cortex. Structural data of the same regions were simultaneously collected. We hypothesized that cortical thickness in these brain regions would positively correlate with brain activation. Data from the structural MRI were aligned with those of functional MRI activation. There was a positive linear correlation between cortical thickness and activation during response inhibition in the right anterior cingulate cortex (Brodmann's Area 24). No significant thickness-activation correlations were found in the prefrontal cortex. Correlations between cortical thickness and activation may occur only in certain brain regions.
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Nygård M, Eichele T, Løberg EM, Jørgensen HA, Johnsen E, Kroken RA, Berle JØ, Hugdahl K. Patients with Schizophrenia Fail to Up-Regulate Task-Positive and Down-Regulate Task-Negative Brain Networks: An fMRI Study Using an ICA Analysis Approach. Front Hum Neurosci 2012; 6:149. [PMID: 22666197 PMCID: PMC3364481 DOI: 10.3389/fnhum.2012.00149] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2011] [Accepted: 05/13/2012] [Indexed: 01/29/2023] Open
Abstract
Recent research suggests that the cerebral correlates of cognitive deficits in schizophrenia are nested in the activity of widespread, inter-regional networks rather than being restricted to any specific brain location. One of the networks that have received focus lately is the default mode network. Parts of this network have been reported as hyper-activated in schizophrenia patients (SZ) during rest and during task performance compared to healthy controls (HC), although other parts have been found to be hypo-activated. In contrast to this network, task-positive networks have been reported as hypo-activated compared in SZ during task performance. However, the results are mixed, with, e.g., the dorsolateral prefrontal cortex showing both hyper- and hypo-activation in SZ. In this study we were interested in signal increase and decrease differences between a group of SZ and HC in cortical networks, assuming that the regulatory dynamics of alternating task-positive and task-negative neuronal processes are aberrant in SZ. We compared 31 SZ to age- and gender-matched HC, and used fMRI and independent component analysis (ICA) in order to identify relevant networks. We selected the independent components (ICs) with the largest signal intensity increases (STG, insula, supplementary motor cortex, anterior cingulate cortex, and MTG) and decreases (fusiform gyri, occipital lobe, PFC, cingulate, precuneus, and angular gyrus) in response to a dichotic auditory cognitive task. These ICs were then tested for group differences. Our findings showed deficient up-regulation of the executive network and a corresponding deficit in the down-regulation of the anterior default mode, or effort network during task performance in SZ when compared with HC. These findings may indicate a deficit in the dynamics of alternating task-dependent and task-independent neuronal processes in SZ. The results may cast new light on the mechanisms underlying cognitive deficits in schizophrenia, and may be of relevance for diagnostics and new treatments.
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Affiliation(s)
- Merethe Nygård
- Department of Biological and Medical Psychology, University of Bergen Bergen, Norway
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30
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Protas HD, Kepe V, Hayashi KM, Klunder AD, Braskie MN, Ercoli L, Siddarth P, Bookheimer SY, Thompson PM, Small GW, Barrio JR, Huang SC. Prediction of cognitive decline based on hemispheric cortical surface maps of FDDNP PET. Neuroimage 2012; 61:749-60. [PMID: 22401755 DOI: 10.1016/j.neuroimage.2012.02.056] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2011] [Revised: 02/14/2012] [Accepted: 02/20/2012] [Indexed: 10/28/2022] Open
Abstract
OBJECTIVES A cross-sectional study to establish whether a subject's cognitive state can be predicted based on regional values obtained from brain cortical maps of FDDNP Distribution Volume Ratio (DVR), which shows the pattern of beta amyloid and neurofibrillary binding, along with those of early summed FDDNP PET images (reflecting the pattern of perfusion) was performed. METHODS Dynamic FDDNP PET studies were performed in a group of 23 subjects (8 control (NL), 8 Mild Cognitive Impairment (MCI) and 7 Alzheimer's Disease (AD) subjects). FDDNP DVR images were mapped to the MR derived hemispheric cortical surface map warped into a common space. A set of Regions of Interest (ROI) values of FDDNP DVR and early summed FDDNP PET (0-6 min post tracer injection), were thus calculated for each subject which along with the MMSE score were used to construct a linear mathematical model relating ROI values to MMSE. After the MMSE prediction models were developed, the models' predictive ability was tested in a non-overlapping set of 8 additional individuals, whose cognitive status was unknown to the investigators who constructed the predictive models. RESULTS Among all possible subsets of ROIs, we found that the standard deviation of the predicted MMSE was 1.8 by using only DVR values from medial and lateral temporal and prefrontal regions plus the early summed FDDNP value in the posterior cingulate gyrus. The root mean square prediction error for the eight new subjects was 1.6. CONCLUSION FDDNP scans reflect progressive neuropathology accumulation and can potentially be used to predict the cognitive state of an individual.
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Affiliation(s)
- Hillary D Protas
- Department of Biomathematics, David Geffen School of Medicine at UCLA, CA 90095, USA.
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Schultz CC, Koch K, Wagner G, Nenadic I, Schachtzabel C, Güllmar D, Reichenbach JR, Sauer H, Schlösser RGM. Reduced anterior cingulate cognitive activation is associated with prefrontal-temporal cortical thinning in schizophrenia. Biol Psychiatry 2012; 71:146-53. [PMID: 21967959 DOI: 10.1016/j.biopsych.2011.08.015] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2011] [Revised: 08/17/2011] [Accepted: 08/17/2011] [Indexed: 12/25/2022]
Abstract
BACKGROUND The anterior cingulate cortex plays a central role in altered processes of cognitive control in schizophrenia. However, the cortical foundations of disturbed anterior cingulate cognitive activation are poorly understood. Therefore, this study investigated the association of anterior cingulate cognitive activation and cortical thickness in schizophrenia combining functional magnetic resonance imaging (fMRI) and surface-based morphometry. METHODS Fifty-three patients with schizophrenia according to DSM-IV and 53 age- and sex-matched healthy subjects were included and underwent fMRI and high-resolution T1-weighted MRI. fMRI data was analyzed using SPM5. Cortical thickness was calculated using an automated computerized algorithm (Freesurfer Software). Statistical cortical maps were created correlating anterior cingulate activation and cortical thickness on a node-by-node basis covering the entire cortex in schizophrenia and healthy control subjects. RESULTS Patients demonstrated a significantly reduced anterior cingulate cognitive activation. Significantly differing associations of anterior cingulate activation and cortical thickness were found in a pattern of dorsolateral prefrontal, superior frontal-anterior cingulate, and superior temporal cortical regions, where patients but not healthy control subjects demonstrated a significant association of reduced anterior cingulate activation and cortical thinning. A direct comparison of cortical thickness between the diagnostic groups revealed a significantly reduced cortical thickness of these prefrontotemporal regions in schizophrenia. CONCLUSIONS To our best knowledge, this is the first study indicating that prefrontotemporal cortical thinning constitutes a relevant cortical pathomechanism for altered cognitive activation in schizophrenia. Our data additionally reveal a profound disruption of structural and functional integration in the prefrontotemporal system in schizophrenia.
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Affiliation(s)
- C Christoph Schultz
- Department of Psychiatry and Psychotherapy, Friedrich-Schiller-University Jena, Jena, Germany
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Guerrero-Pedraza A, McKenna PJ, Gomar JJ, Sarró S, Salvador R, Amann B, Carrión MI, Landin-Romero R, Blanch J, Pomarol-Clotet E. First-episode psychosis is characterized by failure of deactivation but not by hypo- or hyperfrontality. Psychol Med 2012; 42:73-84. [PMID: 21733286 DOI: 10.1017/s0033291711001073] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND It is not known whether first-episode psychosis is characterized by the same prefrontal cortex functional imaging abnormalities as chronic schizophrenia. METHOD Thirty patients with a first episode of non-affective functional psychosis and 28 healthy controls underwent functional magnetic resonance imaging (fMRI) during performance of the n-back working memory task. Voxel-based analyses of brain activations and deactivations were carried out and compared between groups. The connectivity of regions of significant difference between the patients and controls was also examined. RESULTS The first-episode patients did not show significant prefrontal hypo- or hyperactivation compared to controls. However, they showed failure of deactivation in the medial frontal cortex. This area showed high levels of connectivity with the posterior cingulate gyrus/precuneus and parts of the parietal cortex bilaterally. Failure of deactivation was significantly greater in first-episode patients who had or went on to acquire a DSM-IV diagnosis of schizophrenia than in those who did not, and in those who met RDC criteria for schizophrenia compared to those who did not. CONCLUSIONS First-episode psychosis is not characterized by hypo- or hyperfrontality but instead by a failure of deactivation in the medial frontal cortex. The location and connectivity of this area suggest that it is part of the default mode network. The failure of deactivation seems to be particularly marked in first-episode patients who have, or progress to, schizophrenia.
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Boccardi M, Frisoni GB, Hare RD, Cavedo E, Najt P, Pievani M, Rasser PE, Laakso MP, Aronen HJ, Repo-Tiihonen E, Vaurio O, Thompson PM, Tiihonen J. Cortex and amygdala morphology in psychopathy. Psychiatry Res 2011; 193:85-92. [PMID: 21676597 DOI: 10.1016/j.pscychresns.2010.12.013] [Citation(s) in RCA: 100] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2010] [Revised: 12/01/2010] [Accepted: 12/21/2010] [Indexed: 10/18/2022]
Abstract
Psychopathy is characterized by abnormal emotional processes, but only recent neuroimaging studies have investigated its cerebral correlates. The study aim was to map local differences of cortical and amygdalar morphology. Cortical pattern matching and radial distance mapping techniques were used to analyze the magnetic resonance images of 26 violent male offenders (age: 32±8) with psychopathy diagnosed using the Psychopathy Checklist-Revised (PCL-R) and no schizophrenia spectrum disorders, and in matched controls (age: 35± sp="0.12"/>11). The cortex displayed up to 20% reduction in the orbitofrontal and midline structures (corrected p<0.001 bilaterally). Up to 30% tissue reduction in the basolateral nucleus, and 10-30% enlargement effects in the central and lateral nuclei indicated abnormal structure of the amygdala (corrected p=0.05 on the right; and symmetrical pattern on the left). Psychopathy features specific morphology of the main cerebral structures involved in cognitive and emotional processing, consistent with clinical and functional data, and with a hypothesis of an alternative evolutionary brain development.
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Affiliation(s)
- Marina Boccardi
- LENITEM Laboratory of Epidemiology, Neuroimaging, & Telemedicine - IRCCS San Giovanni di Dio-FBF, via Pilastroni, 4, 25100, Brescia, Italy
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Linking coordinative and executive dysfunctions to atrophy in spinocerebellar ataxia 2 patients. Brain Struct Funct 2011; 216:275-88. [DOI: 10.1007/s00429-011-0310-4] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2010] [Accepted: 03/13/2011] [Indexed: 01/20/2023]
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Pievani M, Galluzzi S, Thompson PM, Rasser PE, Bonetti M, Frisoni GB. APOE4 is associated with greater atrophy of the hippocampal formation in Alzheimer's disease. Neuroimage 2011; 55:909-19. [DOI: 10.1016/j.neuroimage.2010.12.081] [Citation(s) in RCA: 105] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2010] [Revised: 12/17/2010] [Accepted: 12/30/2010] [Indexed: 11/28/2022] Open
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Fusar-Poli P, Broome MR, Woolley JB, Johns LC, Tabraham P, Bramon E, Valmaggia L, Williams SC, McGuire P. Altered brain function directly related to structural abnormalities in people at ultra high risk of psychosis: longitudinal VBM-fMRI study. J Psychiatr Res 2011; 45:190-8. [PMID: 20580022 DOI: 10.1016/j.jpsychires.2010.05.012] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2010] [Revised: 05/09/2010] [Accepted: 05/10/2010] [Indexed: 10/19/2022]
Abstract
BACKGROUND Several studies have indicated that people with prodromal signs of psychosis show alterations in the structure and function of the brain when they first present to clinical services. However, the longitudinal course of these abnormalities, and how they relate to subsequent clinical and functional outcome is relatively unclear. METHODS A cohort of subjects at ultra high risk of psychosis were studied using functional magnetic resonance imaging (fMRI) in conjunction with the N-Back task, and volumetric MRI at first clinical presentation and again after one year. Levels of psychopathology and global functioning were assessed at the same time points using the CAARMS, PANSS, and the GAF scale. RESULTS At baseline, the high risk group showed reduced activation during the task in the left middle frontal gyrus, supramarginal gyrus and inferior parietal lobule, and reduced gray matter volume in the left middle and medial frontal gyri, left insula and the right anterior cingulate gyrus. Within the high-risk group, there was a positive correlation between the magnitude of the functional and structural alterations in the left middle frontal gyrus. Between presentation and follow up, the severity of perceptual disorder and thought disorder (rated by the CAARMS), and of general psychopathology (rated by the PANSS general score) decreased, and the level of global functioning improved. This clinical and functional improvement was associated with a longitudinal increase in activation in the anterior cingulate and right parahippocampal gyrus. The change in anterior cingulate response was directly correlated with the improvement in the GAF score. CONCLUSIONS In subjects presenting with prodromal signs of psychosis, reduced prefrontal activation during a working memory task is associated with a reduction in gray matter volume in the same area. Changes in anterior cingulate activation were correlated with functional improvement in this group, consistent with the role of this region in multiple cognitive and social processes.
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Affiliation(s)
- P Fusar-Poli
- Department of Psychosis Studies, King's College London, King's Health Partners, Institute of Psychiatry, UK.
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The effect of sleep deprivation on BOLD activity elicited by a divided attention task. Brain Imaging Behav 2011; 5:97-108. [DOI: 10.1007/s11682-011-9115-6] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Amygdala reactivity in healthy adults is correlated with prefrontal cortical thickness. J Neurosci 2011; 30:16673-8. [PMID: 21148006 DOI: 10.1523/jneurosci.4578-09.2010] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Recent evidence suggests that putting feelings into words activates the prefrontal cortex (PFC) and suppresses the response of the amygdala, potentially helping to alleviate emotional distress. To further elucidate the relationship between brain structure and function in these regions, structural and functional magnetic resonance imaging (MRI) data were collected from a sample of 20 healthy human subjects. Structural MRI data were processed using cortical pattern-matching algorithms to produce spatially normalized maps of cortical thickness. During functional scanning, subjects cognitively assessed an emotional target face by choosing one of two linguistic labels (label emotion condition) or matched geometric forms (control condition). Manually prescribed regions of interest for the left amygdala were used to extract percentage signal change in this region occurring during the contrast of label emotion versus match forms. A correlation analysis between left amygdala activation and cortical thickness was then performed along each point of the cortical surface, resulting in a color-coded r value at each cortical point. Correlation analyses revealed that gray matter thickness in left ventromedial PFC was inversely correlated with task-related activation in the amygdala. These data add support to a general role of the ventromedial PFC in regulating activity of the amygdala.
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Rasser P, Schall U, Todd J, Michie PT, Ward PB, Johnston P, Helmbold K, Case V, Søyland A, Tooney PA, Thompson PM. Gray matter deficits, mismatch negativity, and outcomes in schizophrenia. Schizophr Bull 2011; 37:131-40. [PMID: 19561058 PMCID: PMC3004193 DOI: 10.1093/schbul/sbp060] [Citation(s) in RCA: 117] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Reduced mismatch negativity (MMN) in response to auditory change is a well-established finding in schizophrenia and has been shown to be correlated with impaired daily functioning, rather than with hallmark signs and symptoms of the disorder. In this study, we investigated (1) whether the relationship between reduced MMN and impaired daily functioning is mediated by cortical volume loss in temporal and frontal brain regions in schizophrenia and (2) whether this relationship varies with the type of auditory deviant generating MMN. MMN in response to duration, frequency, and intensity deviants was recorded from 18 schizophrenia subjects and 18 pairwise age- and gender-matched healthy subjects. Patients' levels of global functioning were rated on the Social and Occupational Functioning Assessment Scale. High-resolution structural magnetic resonance scans were acquired to generate average cerebral cortex and temporal lobe models using cortical pattern matching. This technique allows accurate statistical comparison and averaging of cortical measures across subjects, despite wide variations in gyral patterns. MMN amplitude was reduced in schizophrenia patients and correlated with their impaired day-to-day function level. Only in patients, bilateral gray matter reduction in Heschl's gyrus, as well as motor and executive regions of the frontal cortex, correlated with reduced MMN amplitude in response to frequency deviants, while reduced gray matter in right Heschl's gyrus also correlated with reduced MMN to duration deviants. Our findings further support the importance of MMN reduction in schizophrenia by linking frontotemporal cerebral gray matter pathology to an automatically generated event-related potential index of daily functioning.
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Affiliation(s)
- P.E. Rasser
- Schizophrenia Research Institute, Sydney, Australia,Priority Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, Australia,To whom correspondence should be addressed; tel: +61249246661, fax: +61249246608, e-mail:
| | - U. Schall
- Schizophrenia Research Institute, Sydney, Australia,Priority Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, Australia
| | - J. Todd
- Schizophrenia Research Institute, Sydney, Australia,Priority Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, Australia
| | - P. T. Michie
- Schizophrenia Research Institute, Sydney, Australia,Priority Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, Australia
| | - P. B. Ward
- Schizophrenia Research Unit, University of New South Wales, Sydney, Australia
| | - P. Johnston
- Swinburne University of Technology, Melbourne, Australia
| | - K. Helmbold
- Priority Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, Australia,University of Constance, Constance, Germany
| | - V. Case
- Priority Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, Australia
| | - A. Søyland
- Priority Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, Australia
| | - P. A. Tooney
- Schizophrenia Research Institute, Sydney, Australia,Priority Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, Australia
| | - P. M. Thompson
- Laboratory of Neuro Imaging, University of California, Los Angeles, CA
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40
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Rasser PE, Schall U, Peck G, Cohen M, Johnston P, Khoo K, Carr VJ, Ward PB, Thompson PM. Cerebellar grey matter deficits in first-episode schizophrenia mapped using cortical pattern matching. Neuroimage 2010; 53:1175-80. [DOI: 10.1016/j.neuroimage.2010.07.018] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2010] [Accepted: 07/07/2010] [Indexed: 11/26/2022] Open
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41
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Waters-Metenier SL, Toulopoulou T. Qualifying brain functional MRI parameters as endophenotypes in schizophrenia. FUTURE NEUROLOGY 2010. [DOI: 10.2217/fnl.10.68] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Although the genetic contribution to schizophrenia pathogenesis has been well established, with an approximate heritability of 81%, the endeavor to elucidate the complex genetic architecture of schizophrenia has met limited success. ‘Endophenotypes’, or ‘intermediate phenotypes’, are more restricted constructs of genetic risk than the clinical manifestations hitherto employed by molecular geneticists. They are, putatively, intermediate in the pathophysiological pathway between genetic variation and clinical phenomenology and can possibly be used to assist in the elucidation of genetic diathesis for schizophrenia. In this article, we present the current evidence that supports functional MRI parameters as promising candidate endophenotypes in schizophrenia.
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Affiliation(s)
- Sheena Lindsey Waters-Metenier
- Department of Psychosis Studies, King’s College London, King’s Health Partners, Institute of Psychiatry, London SE5 8AF, UK
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42
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Hippocampal-cortical structural connectivity disruptions in schizophrenia: An integrated perspective from hippocampal shape, cortical thickness, and integrity of white matter bundles. Neuroimage 2010; 52:1181-9. [DOI: 10.1016/j.neuroimage.2010.05.046] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2010] [Revised: 05/08/2010] [Accepted: 05/16/2010] [Indexed: 11/22/2022] Open
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43
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Neuroimaging study designs, computational analyses and data provenance using the LONI pipeline. PLoS One 2010; 5. [PMID: 20927408 PMCID: PMC2946935 DOI: 10.1371/journal.pone.0013070] [Citation(s) in RCA: 115] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2010] [Accepted: 09/01/2010] [Indexed: 11/19/2022] Open
Abstract
Modern computational neuroscience employs diverse software tools and multidisciplinary expertise to analyze heterogeneous brain data. The classical problems of gathering meaningful data, fitting specific models, and discovering appropriate analysis and visualization tools give way to a new class of computational challenges—management of large and incongruous data, integration and interoperability of computational resources, and data provenance. We designed, implemented and validated a new paradigm for addressing these challenges in the neuroimaging field. Our solution is based on the LONI Pipeline environment [3], [4], a graphical workflow environment for constructing and executing complex data processing protocols. We developed study-design, database and visual language programming functionalities within the LONI Pipeline that enable the construction of complete, elaborate and robust graphical workflows for analyzing neuroimaging and other data. These workflows facilitate open sharing and communication of data and metadata, concrete processing protocols, result validation, and study replication among different investigators and research groups. The LONI Pipeline features include distributed grid-enabled infrastructure, virtualized execution environment, efficient integration, data provenance, validation and distribution of new computational tools, automated data format conversion, and an intuitive graphical user interface. We demonstrate the new LONI Pipeline features using large scale neuroimaging studies based on data from the International Consortium for Brain Mapping [5] and the Alzheimer's Disease Neuroimaging Initiative [6]. User guides, forums, instructions and downloads of the LONI Pipeline environment are available at http://pipeline.loni.ucla.edu.
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Duffy L, Cappas E, Lai D, Boucher AA, Karl T. Cognition in transmembrane domain neuregulin 1 mutant mice. Neuroscience 2010; 170:800-7. [PMID: 20678553 DOI: 10.1016/j.neuroscience.2010.07.042] [Citation(s) in RCA: 79] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2010] [Revised: 07/02/2010] [Accepted: 07/21/2010] [Indexed: 02/04/2023]
Abstract
Neuregulin 1 (NRG1), which has been implicated in the development of schizophrenia, is expressed widely throughout the brain and influences key neurodevelopmental processes such as myelination and neuronal migration. The heterozygous transmembrane domain Nrg1 mutant mouse (Nrg1 TM HET) exhibits a neurobehavioural phenotype relevant for schizophrenia research, characterized by the development of locomotor hyperactivity, social withdrawal, increased sensitivity to environmental manipulation, and changes to the serotonergic system. As only limited data are available on the learning and memory performance of Nrg1 TM HET mice, we conducted a comprehensive examination of these mice and their wild type-like littermates in a variety of paradigms, including fear conditioning (FC), radial arm maze (RAM), Y maze, object exploration and passive avoidance (PA). Male neuregulin 1 hypomorphic mice displayed impairments in the novel object recognition and FC tasks, including reduced interest in the novel object and reduced FC to a context, but not a discrete cue. These cognitive deficits were task-specific, as no differences were seen between mutant and control mice in spatial learning (i.e. RAM and Y maze) for both working and reference memory measures, or in the PA paradigm. These findings indicate that neuregulin 1 plays a moderate role in cognition and present further behavioural validation of this genetic mouse model for the schizophrenia candidate gene neuregulin 1.
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Affiliation(s)
- L Duffy
- Schizophrenia Research Institute, Sydney, NSW 2010, Australia
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45
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Kaller CP, Rahm B, Spreer J, Weiller C, Unterrainer JM. Dissociable contributions of left and right dorsolateral prefrontal cortex in planning. ACTA ACUST UNITED AC 2010; 21:307-17. [PMID: 20522540 DOI: 10.1093/cercor/bhq096] [Citation(s) in RCA: 146] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
It is well established that the mid-dorsolateral prefrontal cortex (dlPFC) plays a critical role in planning. Neuroimaging studies have yielded predominantly bilateral dlPFC activations, but the existence and nature of functionally specific contributions of left and right dlPFC have remained elusive. In recent experiments, 2 independent parameters have been identified which substantially determine planning: 1) the degree of interdependence between consecutive steps (search depth) and 2) the degree to which the configuration of the goal state renders the order of single steps either clearly evident or ambiguous (goal hierarchy). Thus, search depth affects the actual mental generation and evaluation of action sequences, whereas goal hierarchy reflects the extraction of goal information from an encountered problem. Here, both parameters were independently manipulated in an event-related functional magnetic resonance imaging study using the Tower of London task. Results revealed a double dissociation as indicated by a significant crossover interaction of hemisphere and task parameter: in left dlPFC, activations were stronger for higher demands on goal hierarchy than on search depth, whereas the reversed result emerged in right dlPFC. In conclusion, often observed bilateral patterns of dlPFC activation in complex tasks may reflect the concomitant operation of specific cognitive processes that show opposing lateralizations.
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Affiliation(s)
- Christoph P Kaller
- Department of Neurology, University Medical Center, University of Freiburg, Germany
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46
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Zhu Y, Liu X, Wang H, Jiang T, Fang Y, Hu H, Wang G, Wang X, Liu Z, Zhang K. Reduced prefrontal activation during Tower of London in first-episode schizophrenia: a multi-channel near-infrared spectroscopy study. Neurosci Lett 2010; 478:136-40. [PMID: 20457217 DOI: 10.1016/j.neulet.2010.05.003] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2010] [Revised: 04/20/2010] [Accepted: 05/03/2010] [Indexed: 11/17/2022]
Abstract
Cognitive impairments are considered as a core feature of schizophrenia and have been reported in associated with dysfunction of the prefrontal cortex (PFC). The Tower of London (TOL) task is a widely used neuropsychological test to assess the planning ability and the PFC function. In the present study, we examined functional changes in the PFC of 40 first-episode schizophrenia patients and 40 age- and gender-matched healthy controls by means of multi-channel Near-infrared spectroscopy (NIRS) during performance of the TOL task. NIRS is a noninvasive optical method that can measure relative changes in oxygenated ([oxy-Hb]) and deoxygenated ([deoxy-Hb]) hemoglobin in cortical tissue. Compared to the healthy controls, schizophrenia patients exhibited a significant decreased activation in the left PFC and poorer TOL performance. The results confirm the functional deficits of the PFC and impaired planning ability in first-episode schizophrenia patients and suggest that NIRS may be a useful clinical tool for evaluating PFC activation in psychiatric disorders.
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Affiliation(s)
- Ye Zhu
- LIAMA Center for Computational Medicine, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, PR China
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47
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Wang X, Garfinkel SN, King AP, Angstadt M, Dennis MJ, Xie H, Welsh RC, Tamburrino MB, Liberzon I. A multiple-plane approach to measure the structural properties of functionally active regions in the human cortex. Neuroimage 2010; 49:3075-85. [PMID: 19922802 PMCID: PMC2821824 DOI: 10.1016/j.neuroimage.2009.11.018] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2009] [Revised: 11/04/2009] [Accepted: 11/10/2009] [Indexed: 10/20/2022] Open
Abstract
Advanced magnetic resonance imaging (MRI) techniques provide the means of studying both the structural and the functional properties of various brain regions, allowing us to address the relationship between the structural changes in human brain regions and the activity of these regions. However, analytical approaches combining functional (fMRI) and structural (sMRI) information are still far from optimal. In order to improve the accuracy of measurement of structural properties in active regions, the current study tested a new analytical approach that repeated a surface-based analysis at multiple planes crossing different depths of cortex. Twelve subjects underwent a fear conditioning study. During these tasks, fMRI and sMRI scans were acquired. The fMRI images were carefully registered to the sMRI images with an additional correction for cortical borders. The fMRI images were then analyzed with the new multiple-plane surface-based approach as compared to the volume-based approach, and the cortical thickness and volume of an active region were measured. The results suggested (1) using an additional correction for cortical borders and an intermediate template image produced an acceptable registration of fMRI and sMRI images; (2) surface-based analysis at multiple depths of cortex revealed more activity than the same analysis at any single depth; (3) projection of active surface vertices in a ribbon fashion improved active volume estimates; and (4) correction with gray matter segmentation removed non-cortical regions from the volumetric measurement of active regions. In conclusion, the new multiple-plane surface-based analysis approaches produce improved measurement of cortical thickness and volume of active brain regions. These results support the use of novel approaches for combined analysis of functional and structural neuroimaging.
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Affiliation(s)
- Xin Wang
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
- Department of Psychiatry, University of Toledo, Toledo, OH 43614, USA
- Department of Radiology, University of Toledo, Toledo, OH 43614, USA
- Department of Neuroscience, University of Toledo, Toledo, OH 43614, USA
| | - Sarah N. Garfinkel
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
| | - Anthony P. King
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
| | - Mike Angstadt
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
| | - Michael J. Dennis
- Department of Radiology, University of Toledo, Toledo, OH 43614, USA
| | - Hong Xie
- Department of Neuroscience, University of Toledo, Toledo, OH 43614, USA
| | - Robert C. Welsh
- Department of Radiology, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Israel Liberzon
- Department of Psychiatry, University of Michigan, Ann Arbor, MI 48109, USA
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48
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Funktionelle MRT bei Schizophreniepatienten. Radiologe 2010; 50:131-5. [DOI: 10.1007/s00117-009-1895-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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49
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The Role of Posterior Parietal Cortex in Problem Representation. Brain Inform 2010. [DOI: 10.1007/978-3-642-15314-3_40] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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50
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Eddy CM, Rizzo R, Cavanna AE. Neuropsychological aspects of Tourette syndrome: a review. J Psychosom Res 2009; 67:503-13. [PMID: 19913655 DOI: 10.1016/j.jpsychores.2009.08.001] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2009] [Revised: 07/08/2009] [Accepted: 08/06/2009] [Indexed: 11/16/2022]
Abstract
Tourette syndrome (TS) is assumed to result from frontostriatal dysfunction, which would be expected to result in impairments in neuropsychological functions. This possibility has been explored in a number of studies that have assessed the performance of patients with TS within major cognitive domains and on tests involving executive functioning. We aim to summarize the main findings of these studies while evaluating the influence of task limitations and potentially critical confounding factors such as the presence of comorbidity. Although there is clearly a need for improved study design, we tentatively suggest that there is considerable evidence for cognitive impairment in a subgroup of patients, and that some difficulties seem to be intrinsic to TS. These impairments may reflect dysfunction of the anterior cingulate network within the frontostriatal pathway.
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Affiliation(s)
- Clare M Eddy
- Department of Psychology, University of Birmingham, Birmingham, UK
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