1
|
Chrobak AA, Pańczyszyn-Trzewik P, Król P, Pawelec-Bąk M, Dudek D, Siwek M. New Light on Prions: Putative Role of PrP c in Pathophysiology of Mood Disorders. Int J Mol Sci 2024; 25:2967. [PMID: 38474214 PMCID: PMC10932175 DOI: 10.3390/ijms25052967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 02/28/2024] [Accepted: 03/03/2024] [Indexed: 03/14/2024] Open
Abstract
Mood disorders are highly prevalent and heterogenous mental illnesses with devastating rates of mortality and treatment resistance. The molecular basis of those conditions involves complex interplay between genetic and environmental factors. Currently, there are no objective procedures for diagnosis, prognosis and personalization of patients' treatment. There is an urgent need to search for novel molecular targets for biomarkers in mood disorders. Cellular prion protein (PrPc) is infamous for its potential to convert its insoluble form, leading to neurodegeneration in Creutzfeldt-Jacob disease. Meanwhile, in its physiological state, PrPc presents neuroprotective features and regulates neurotransmission and synaptic plasticity. The aim of this study is to integrate the available knowledge about molecular mechanisms underlying the impact of PrPc on the pathophysiology of mood disorders. Our review indicates an important role of this protein in regulation of cognitive functions, emotions, sleep and biological rhythms, and its deficiency results in depressive-like behavior and cognitive impairment. PrPc plays a neuroprotective role against excitotoxicity, oxidative stress and inflammation, the main pathophysiological events in the course of mood disorders. Research indicates that PrPc may be a promising biomarker of cognitive decline. There is an urgent need of human studies to elucidate its potential utility in clinical practice.
Collapse
Affiliation(s)
- Adrian Andrzej Chrobak
- Department of Adult Psychiatry, Jagiellonian University Medical College, Kopernika 21A, 31-501 Kraków, Poland; (A.A.C.); (P.K.); (D.D.)
| | - Patrycja Pańczyszyn-Trzewik
- Department of Human Physiology, Institute of Medical Sciences, Medical College of Rzeszow University, Kopisto 2a, 35-959 Rzeszow, Poland;
| | - Patrycja Król
- Department of Adult Psychiatry, Jagiellonian University Medical College, Kopernika 21A, 31-501 Kraków, Poland; (A.A.C.); (P.K.); (D.D.)
| | - Magdalena Pawelec-Bąk
- Department of Affective Disorders, Jagiellonian University Medical College, Kopernika 21A, 31-501 Kraków, Poland;
| | - Dominika Dudek
- Department of Adult Psychiatry, Jagiellonian University Medical College, Kopernika 21A, 31-501 Kraków, Poland; (A.A.C.); (P.K.); (D.D.)
| | - Marcin Siwek
- Department of Affective Disorders, Jagiellonian University Medical College, Kopernika 21A, 31-501 Kraków, Poland;
| |
Collapse
|
2
|
Chrobak AA, Siuda-Krzywicka K, Soltys Z, Bielak S, Nowaczek D, Żyrkowska A, Fafrowicz M, Marek T, Pęcherzewska E, Kużdżał J, Starowicz-Filip A, Gorostowicz A, Dudek D, Siwek M. When practice does not make a perfect - paradoxical learning curve in schizophrenia and bipolar disorder revealed by different serial reaction time task variants. Front Psychiatry 2023; 14:1238473. [PMID: 37766926 PMCID: PMC10521726 DOI: 10.3389/fpsyt.2023.1238473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 08/16/2023] [Indexed: 09/29/2023] Open
Abstract
Introduction Our previous studies identified a paradoxical implicit motor learning curve in schizophrenia (SZ) and bipolar disorder (BD) patients. This study aimed to verify whether those previously observed deficits may be captured by a new version of the ambidextrous serial reaction time task (SRTT), prepared for use in the MRI. Methods This study involved 186 participants. A total of 97 participants (33 BD, 33 SZ, and 31 healthy controls, HCs) completed the original, unlimited time response variant of SRTT. A total of 90 individuals (30 BD, 30 SZ, and 30 HCs) underwent a newer, limited response time version of this procedure. Results There was no significant difference in terms of implicit motor learning indices between both limited and unlimited response time SRTT. Compared to HCs, SZ, and BD patients presented decreased indices of implicit motor learning. Both clinical groups showed a paradoxical learning pattern that differed significantly from the HCs. Moreover, in the SZ group, the pattern depended on the hand performing SRTT. Discussion The limited response time SRTT variant allowed us to replicate the findings of disrupted implicit motor learning in SZ and BD. The use of this paradigm in further neuroimaging studies may help to determine the neuronal underpinnings of this cognitive dysfunction in the abovementioned clinical groups.
Collapse
Affiliation(s)
| | | | - Zbigniew Soltys
- Laboratory of Experimental Neuropathology, Institute of Zoology and Biomedical Research, Jagiellonian University, Kraków, Poland
| | - Sylwia Bielak
- Department of Adult, Child and Adolescent Psychiatry, University Hospital in Cracow, Kraków, Poland
| | | | - Aleksandra Żyrkowska
- Department of Cognitive Neuroscience and Neuroergonomics, Institute of Applied Psychology, Jagiellonian University, Kraków, Poland
- Doctoral School in the Social Sciences, Jagiellonian University, Kraków, Poland
| | - Magdalena Fafrowicz
- Department of Cognitive Neuroscience and Neuroergonomics, Institute of Applied Psychology, Jagiellonian University, Kraków, Poland
| | - Tadeusz Marek
- Faculty of Psychology, SWPS University of Social Sciences and Humanities, Katowice, Poland
| | | | - Jan Kużdżał
- Malopolska Centre of Biotechnology, Kraków, Poland
| | - Anna Starowicz-Filip
- Medical Psychology Department, Jagiellonian University Medical College, Kraków, Poland
| | | | - Dominika Dudek
- Department of Adult Psychiatry, Jagiellonian University Medical College, Kraków, Poland
| | - Marcin Siwek
- Department of Affective Disorders, Jagiellonian University Medical College, Kraków, Poland
| |
Collapse
|
3
|
Saleem A, Harmata G, Jain S, Voss MW, Fiedorowicz JG, Williams AJ, Shaffer JJ, Richards JG, Barsotti EJ, Sathyaputri L, Schmitz SL, Christensen GE, Long JD, Xu J, Wemmie JA, Magnotta VA. Functional connectivity of the cerebellar vermis in bipolar disorder and associations with mood. Front Psychiatry 2023; 14:1147540. [PMID: 37215681 PMCID: PMC10196126 DOI: 10.3389/fpsyt.2023.1147540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 04/12/2023] [Indexed: 05/24/2023] Open
Abstract
Purpose Studies of the neural underpinnings of bipolar type I disorder have focused on the emotional control network. However, there is also growing evidence for cerebellar involvement, including abnormal structure, function, and metabolism. Here, we sought to assess functional connectivity of the cerebellar vermis with the cerebrum in bipolar disorder and to assess whether connectivity might depend on mood. Methods This cross-sectional study enrolled 128 participants with bipolar type I disorder and 83 control comparison participants who completed a 3 T magnetic resonance imaging (MRI) study, which included anatomical as well as resting state Blood Oxygenation Level Dependent (BOLD) imaging. Functional connectivity of the cerebellar vermis to all other brain regions was assessed. Based on quality control metrics of the fMRI data, 109 participants with bipolar disorder and 79 controls were included in the statistical analysis comparing connectivity of the vermis. In addition, the data was explored for the potential impacts of mood, symptom burden, and medication in those with bipolar disorder. Results Functional connectivity between the cerebellar vermis and the cerebrum was found to be aberrant in bipolar disorder. The connectivity of the vermis was found to be greater in bipolar disorder to regions involved in motor control and emotion (trending), while reduced connectivity was observed to a region associated with language production. In the participants with bipolar disorder, past depression symptom burden affected connectivity; however, no effects of medication were observed. Functional connectivity between the cerebellar vermis and all other regions revealed an inverse association with current mood ratings. Conclusion Together the findings may suggest that the cerebellum plays a compensatory role in bipolar disorder. The proximity of the cerebellar vermis to the skull may make this region a potential target for treatment with transcranial magnetic stimulation.
Collapse
Affiliation(s)
- Arshaq Saleem
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, United States
| | - Gail Harmata
- Department of Radiology, University of Iowa, Iowa City, IA, United States
| | - Shivangi Jain
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, United States
| | - Michelle W. Voss
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, United States
| | - Jess G. Fiedorowicz
- The Ottawa Hospital, Ottawa Hospital Research Institute, University of Ottawa Brain and Mind Research Institute, Ottawa, ON, Canada
| | | | - Joseph J. Shaffer
- Department of Radiology, University of Iowa, Iowa City, IA, United States
- Department of Biosciences, Kansas City University, Kansas City, MO, United States
| | | | | | - Leela Sathyaputri
- Department of Psychiatry, University of Iowa, Iowa City, IA, United States
- Embracing the World, Elburn, IL, United States
| | - Samantha L. Schmitz
- Department of Psychiatry, University of Iowa, Iowa City, IA, United States
- College of Osteopathic Medicine, Des Moines University, Des Moines, IA, United States
| | - Gary E. Christensen
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, United States
- Department of Radiation Oncology, University of Iowa, Iowa City, IA, United States
| | - Jeffrey D. Long
- Department of Psychiatry, University of Iowa, Iowa City, IA, United States
- Department of Biostatistics, University of Iowa, Iowa City, IA, United States
| | - Jia Xu
- Department of Radiology, University of Iowa, Iowa City, IA, United States
| | - John A. Wemmie
- Department of Psychiatry, University of Iowa, Iowa City, IA, United States
- Veterans Affairs Medical Center, Iowa City, IA, United States
- Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, IA, United States
- Department of Neurosurgery, University of Iowa, Iowa City, IA, United States
| | - Vincent A. Magnotta
- Department of Radiology, University of Iowa, Iowa City, IA, United States
- Department of Psychiatry, University of Iowa, Iowa City, IA, United States
- Department of Biomedical Engineering, University of Iowa, Iowa City, IA, United States
| |
Collapse
|
4
|
Saleem A, Harmata G, Jain S, Voss MW, Fiedorowicz JG, Williams A, Shaffer JJ, Richards JG, Barsotti EJ, Sathyaputri L, Schmitz SL, Christensen GE, Long JD, Xu J, Wemmie JA, Magnotta VA. Functional Connectivity of the Cerebellar Vermis in Bipolar Disorder and Associations with Mood. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.02.526878. [PMID: 36778335 PMCID: PMC9915674 DOI: 10.1101/2023.02.02.526878] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Purpose Studies of the neural underpinnings of bipolar type I disorder have focused on the emotional control network. However, there is also growing evidence for cerebellar involvement, including abnormal structure, function, and metabolism. Here, we sought to assess functional connectivity of the cerebellum with the cerebrum in bipolar disorder and to assess whether any effects might depend on mood. Methods This cross-sectional study enrolled 128 participants with bipolar type I disorder and 83 control comparison participants who completed a 3T MRI scan, which included anatomical imaging as well as resting state BOLD imaging. Functional connectivity of the cerebellar vermis to all other brain regions was assessed. Based on quality control metrics of the fMRI data, 109 participants with bipolar disorder and 79 controls were used to in the statistical analysis comparing connectivity of the vermis as well as associations with mood. Potential impacts of medications were also explored. Results Functional connectivity of the cerebellar vermis in bipolar disorder was found to differ significantly between brain regions known to be involved in the control of emotion, motor function, and language. While connections with emotion and motor control areas were significantly stronger in bipolar disorder, connection to a region associated language production was significantly weaker. In the participants with bipolar disorder, ratings of depression and mania were inversely associated with vermis functional connectivity. No effect of medications on these connections were observed. Conclusion Together the findings suggest cerebellum may play a compensatory role in bipolar disorder and when it can no longer fulfill this role, depression and mania develop. The proximity of the cerebellar vermis to the skull may make this region a potential target for treatment with transcranial magnetic stimulation.
Collapse
Affiliation(s)
- Arshaq Saleem
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242
| | - Gail Harmata
- Department of Radiology, University of Iowa, Iowa City, IA, 52242
| | - Shivangi Jain
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242
| | - Michelle W. Voss
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242
| | - Jess G. Fiedorowicz
- The Ottawa Hospital, Ottawa Hospital Research Institute, University of Ottawa Brain & Mind Research Institute, Ottawa ON Canada K1H 8L6
| | - Aislinn Williams
- Department of Psychiatry, University of Iowa, Iowa City, IA, 52242
| | | | | | | | - Leela Sathyaputri
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242
| | - Samantha L. Schmitz
- Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242
| | - Gary E. Christensen
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, 52242,Department of Radiation Oncology, University of Iowa, Iowa City, IA, 52242
| | - Jeffrey D. Long
- Department of Psychiatry, University of Iowa, Iowa City, IA, 52242,Department of Biostatistics, University of Iowa, Iowa City, IA, 52242
| | - Jia Xu
- Department of Radiology, University of Iowa, Iowa City, IA, 52242
| | - John A. Wemmie
- Department of Psychiatry, University of Iowa, Iowa City, IA, 52242,Veterans Affairs Medical Center, Iowa City, Iowa, USA,Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, USA,Department of Neurosurgery, University of Iowa, Iowa City, IA, 52242
| | - Vincent A. Magnotta
- Department of Radiology, University of Iowa, Iowa City, IA, 52242,Department of Psychiatry, University of Iowa, Iowa City, IA, 52242,Department of Biomedical Engineering, University of Iowa, Iowa City, IA, 52242
| |
Collapse
|
5
|
Chrobak AA, Siuda-Krzywicka K, Sołtys Z, Siwek GP, Bohaterewicz B, Sobczak AM, Ceglarek A, Tereszko A, Starowicz-Filip A, Fąfrowicz M, Marek T, Siwek M, Dudek D. Relationship between neurological and cerebellar soft signs, and implicit motor learning in schizophrenia and bipolar disorder. Prog Neuropsychopharmacol Biol Psychiatry 2021; 111:110137. [PMID: 33053417 DOI: 10.1016/j.pnpbp.2020.110137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 08/22/2020] [Accepted: 10/06/2020] [Indexed: 11/16/2022]
Abstract
BACKGROUND Schizophrenia (SZ) and bipolar disorder (BD) patients share deficits in motor functions in the form of neurological (NSS) and cerebellar soft signs (CSS), and implicit motor learning disturbances. Here, we use cluster analysis method to assess (1) the relationship between those abnormalities in SZ and BD and (2) the differences between those groups. METHODS 33 SZ patients, 33 BD patients as well as 31 healthy controls (HC) took part in the study. We assessed CSS with the International Cooperative Ataxia Rating Scale (ICARS) and NSS with the Neurological Evaluation Scale (NES). Implicit motor learning was evaluated with the Serial Reaction Time Task (SRTT). Participants were divided into clusters (Ward's method) based on the mean response time and mean error rate in SRTT. The difference in ICARS and NES scores, and SRTT variables between clusters were evaluated. We have measured associations between SRTT parameters and both ICARS and NES total scores and subscores. RESULTS Cluster analysis based on the SRTT parameters allowed to extract three clusters. Those were characterized by the increasing disruption of motor functioning (psychomotor retardation, the severity of NSS and CSS) regardless of the diagnosis. Cluster 1 covered almost all of HC and was characterized by faster reaction times and small number of errors. BD and SZ patients represented in cluster 1, although fully functional in performing the SRTT, showed higher rates of NSS and CSS. Patients with BD and SZ were set apart in clusters 2 and 3 in a similar proportion. Cluster 2 presented significantly slower reaction times but with the comparable number of errors to cluster 1. Cluster 3 consisted of participants with normal or decreased reaction time and significantly increased number of errors. None of the clusters were predominantly composed of the patients representing one psychiatric diagnosis. CONCLUSIONS To our best knowledge, we are presenting the first data indicating the relationship between implicit motor learning and NSS and CSS in SZ and BD patients' groups. Lack of clusters predominantly represented by patients with the diagnosis of SZ or BD may refer to the model of schizophrenia-bipolar disorder boundary, pointing out the similarities between those two disorders.
Collapse
Affiliation(s)
- Adrian Andrzej Chrobak
- Department of Adult Psychiatry, Jagiellonian University Medical College, Cracow, Poland.
| | - Katarzyna Siuda-Krzywicka
- Sorbonne Université, Inserm U 1127, CNRS UMR 7225, Institut du Cerveau et de la Moelle épinière, ICM, Hôpital de la Pitie´ -Salpêtrière, 75013 Paris, France
| | - Zbigniew Sołtys
- Jagiellonian University, Institute of Zoology and Biomedical Research, Department of Neuroanatomy, Cracow, Poland
| | | | - Bartosz Bohaterewicz
- Jagiellonian University, Department of Cognitive Neuroscience and Neuroergonomics, Cracow, Poland
| | - Anna Maria Sobczak
- Jagiellonian University, Department of Cognitive Neuroscience and Neuroergonomics, Cracow, Poland
| | - Anna Ceglarek
- Jagiellonian University, Department of Cognitive Neuroscience and Neuroergonomics, Cracow, Poland
| | - Anna Tereszko
- Department of Psychiatry, Jagiellonian University Medical College, Cracow, Poland
| | - Anna Starowicz-Filip
- Medical Psychology Department, Jagiellonian University Medical College, Cracow, Poland
| | - Magdalena Fąfrowicz
- Jagiellonian University, Department of Cognitive Neuroscience and Neuroergonomics, Cracow, Poland
| | - Tadeusz Marek
- Jagiellonian University, Department of Cognitive Neuroscience and Neuroergonomics, Cracow, Poland
| | - Marcin Siwek
- Department of Affective Disorders, Jagiellonian University Medical College, Cracow, Poland
| | - Dominika Dudek
- Department of Adult Psychiatry, Jagiellonian University Medical College, Cracow, Poland
| |
Collapse
|
6
|
Neurocognitive impairment and evidence-based treatment options in Bipolar disorder. Ann Gen Psychiatry 2020; 19:54. [PMID: 32983247 PMCID: PMC7513501 DOI: 10.1186/s12991-020-00304-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 09/17/2020] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND The current paper briefly summarizes the literature on the neurocognitive deficit and its treatment in BD patients. METHODS The material was chosen on the basis of previous systematic reviews the author has taken part in. RESULTS The data so far suggest that the deficit is qualitatively similar but quantitatively milder in comparison to schizophrenia, it is present already since the first episode, is weakly related to mood symptoms and somewhat stronger to psychotic symptoms, it probably determines much of the disability and treatment is problematic. This deficit is also present during periods of euthymia. The possible adverse effect of psychotropic medication is rather small if any at all and is confounded by the specific clinical symptoms, for which medication is used for their treatment. This is especially true concerning antipsychotics and psychotic symptoms. The origin and the etiopathogenesis of the core neurocognitive impairment remain elusive. The presence of a neurodegenerative and of a neurodevelopmental component has both data in favor and against and they are both the focus of debate. CONCLUSIONS Treatment of the neurocognitive deficit and restoration of functioning is problematic. The data are limited and treatment options are few and with a weak overall effect. Pharmacological treatments, ECT and rTMS present some hard data, while the literature is inconclusive concerning psychotherapeutic interventions.
Collapse
|
7
|
Johnson CP, Christensen GE, Fiedorowicz JG, Mani M, Shaffer JJ, Magnotta VA, Wemmie JA. Alterations of the cerebellum and basal ganglia in bipolar disorder mood states detected by quantitative T1ρ mapping. Bipolar Disord 2018; 20:381-390. [PMID: 29316081 PMCID: PMC5995598 DOI: 10.1111/bdi.12581] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2017] [Accepted: 10/21/2017] [Indexed: 01/20/2023]
Abstract
OBJECTIVES Quantitative mapping of T1 relaxation in the rotating frame (T1ρ) is a magnetic resonance imaging technique sensitive to pH and other cellular and microstructural factors, and is a potentially valuable tool for identifying brain alterations in bipolar disorder. Recently, this technique identified differences in the cerebellum and cerebral white matter of euthymic patients vs healthy controls that were consistent with reduced pH in these regions, suggesting an underlying metabolic abnormality. The current study built upon this prior work to investigate brain T1ρ differences across euthymic, depressed, and manic mood states of bipolar disorder. METHODS Forty participants with bipolar I disorder and 29 healthy control participants matched for age and gender were enrolled. Participants with bipolar disorder were imaged in one or more mood states, yielding 27, 12, and 13 imaging sessions in euthymic, depressed, and manic mood states, respectively. Three-dimensional, whole-brain anatomical images and T1ρ maps were acquired for all participants, enabling voxel-wise evaluation of T1ρ differences between bipolar mood state and healthy control groups. RESULTS All three mood state groups had increased T1ρ relaxation times in the cerebellum compared to the healthy control group. Additionally, the depressed and manic groups had reduced T1ρ relaxation times in and around the basal ganglia compared to the control and euthymic groups. CONCLUSIONS The study implicated the cerebellum and basal ganglia in the pathophysiology of bipolar disorder and its mood states, the roles of which are relatively unexplored. These findings motivate further investigation of the underlying cause of the abnormalities, and the potential role of altered metabolic activity in these regions.
Collapse
Affiliation(s)
| | - Gary E. Christensen
- Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA,Department of Radiation Oncology, University of Iowa, Iowa City, IA
| | - Jess G. Fiedorowicz
- Department of Psychiatry, University of Iowa, Iowa City, IA,Department of Epidemiology, University of Iowa, Iowa City, IA,Department of Internal Medicine, University of Iowa, Iowa City, IA,Abboud Cardiovascular Research Center, University of Iowa, Iowa City, IA
| | - Merry Mani
- Department of Radiology, University of Iowa, Iowa City, IA
| | | | - Vincent A. Magnotta
- Department of Radiology, University of Iowa, Iowa City, IA,Department of Psychiatry, University of Iowa, Iowa City, IA,Pappajohn Biomedical Institute, University of Iowa, Iowa City, IA,Iowa Neuroscience Institute, University of Iowa, Iowa City, IA,Department of Biomedical Engineering, University of Iowa, Iowa City, IA,Corresponding Authors: Vincent A. Magnotta, PhD, L311 PBDB, 169 Newton Road, Iowa City, IA 52242, Tel: 319-335-5482, Fax: 319-353-6275, ; John A. Wemmie, MD, PhD, 1314 PBDB, 169 Newton Road, Iowa City, IA 52242, Tel: 319-384-3174, Fax: 319-384-3176,
| | - John A. Wemmie
- Department of Psychiatry, University of Iowa, Iowa City, IA,Pappajohn Biomedical Institute, University of Iowa, Iowa City, IA,Iowa Neuroscience Institute, University of Iowa, Iowa City, IA,Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, IA,Department of Neurosurgery, University of Iowa, Iowa City, IA,Veterans Affairs Medical Center, Iowa City, IA,Corresponding Authors: Vincent A. Magnotta, PhD, L311 PBDB, 169 Newton Road, Iowa City, IA 52242, Tel: 319-335-5482, Fax: 319-353-6275, ; John A. Wemmie, MD, PhD, 1314 PBDB, 169 Newton Road, Iowa City, IA 52242, Tel: 319-384-3174, Fax: 319-384-3176,
| |
Collapse
|
8
|
Janacsek K, Borbély-Ipkovich E, Nemeth D, Gonda X. How can the depressed mind extract and remember predictive relationships of the environment? Evidence from implicit probabilistic sequence learning. Prog Neuropsychopharmacol Biol Psychiatry 2018; 81:17-24. [PMID: 28958916 DOI: 10.1016/j.pnpbp.2017.09.021] [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: 02/27/2017] [Revised: 09/11/2017] [Accepted: 09/21/2017] [Indexed: 11/29/2022]
Abstract
A growing body of evidence suggests that emotion and cognition are fundamentally intertwined; impairments in explicit, more effortful and attention-dependent cognitive functions have widely been observed in negative mood. Here we aimed to test how negative mood affects implicit cognition that is less susceptible to motivational and attentional factors associated with negative mood. Therefore, we examined implicit learning and retention of predictive relationships in patients with major depressive episode (MDE). Additionally, we directly compared subgroups of patients with major depressive disorder (MDD) vs. bipolar disorder (BD) in order to gain a deeper understanding of how implicit cognition is affected by these conditions. Implicit probabilistic sequence learning was measured by the Alternating Serial Reaction Time Task. The acquired knowledge was retested after a 24-hour delay period. Consistent with the frontostriatal deficits frequently reported in depression, we found weaker learning in patients with MDE, with a more pronounced deficit in patients with MDD compared to BD. After the 24-hour delay, MDE patients (both subgroups) showed forgetting, while the controls retained the previously acquired knowledge. These results cannot be explained by alterations in motivation, attention and reward processing but suggest more profound impairments of implicit learning and retention of predictive relationships among neutral stimuli in depression. To the best of our knowledge, this is the first study investigating retention of implicitly acquired sequential knowledge and reporting deficits in this domain in MDE. Our findings not only contribute to a better understanding of the complex interplay between affect and cognition but can also help improve screening, diagnosis and treatment protocols of depression.
Collapse
Affiliation(s)
- Karolina Janacsek
- MTA ELTE NAP-B Brain, Memory and Language Lab, ICNP, RCNS, Hungarian Academy of Sciences, Budapest, Hungary; Institute of Psychology, Eötvös Loránd University, Budapest, Hungary
| | | | - Dezso Nemeth
- MTA ELTE NAP-B Brain, Memory and Language Lab, ICNP, RCNS, Hungarian Academy of Sciences, Budapest, Hungary; Institute of Psychology, Eötvös Loránd University, Budapest, Hungary.
| | - Xénia Gonda
- Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary; MTA-SE Neuropsychopharmacology and Neurochemistry Research Group of the Hungarian Academy of Sciences, Semmelweis University, Hungary
| |
Collapse
|
9
|
Chrobak AA, Siuda-Krzywicka K, Siwek GP, Tereszko A, Janeczko W, Starowicz-Filip A, Siwek M, Dudek D. Disrupted implicit motor sequence learning in schizophrenia and bipolar disorder revealed with ambidextrous Serial Reaction Time Task. Prog Neuropsychopharmacol Biol Psychiatry 2017. [PMID: 28648566 DOI: 10.1016/j.pnpbp.2017.06.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Impairment of implicit motor sequence learning was shown in schizophrenia (SZ) and, most recently, in bipolar disorder (BD), and was connected to cerebellar abnormalities. The goal of this study was to compare implicit motor sequence learning in BD and SZ. METHODS We examined 33 patients with BD, 33 patients with SZ and 31 healthy controls with a use of ambidextrous Serial Reaction Time Task (SRTT), which allows exploring asymmetries in performance depending on the hand used. RESULTS BD and SZ patients presented impaired implicit motor sequence learning, although the pattern of their impairments was different. While BD patients showed no signs of implicit motor sequence learning for both hands, the SZ group presented some features of motor learning when performing with the right, but not with the left hand. CONCLUSIONS To our best knowledge this is the first study comparing implicit motor sequence learning in BD and SZ. We show that both diseases share impairments in this domain, however in the case of SZ this impairment differs dependently on the hand performing SRTT. We propose that implicit motor sequence learning impairments constitute an overlapping symptom in BD and SZ and suggest further neuroimaging studies to verify cerebellar underpinnings as its cause.
Collapse
Affiliation(s)
| | - Katarzyna Siuda-Krzywicka
- Department of Psychophysiology, Faculty of Psychology, Jagiellonian University, Kraków, Poland; Inserm U 1127, CNRS UMR 7225, Sorbonne Universités, UPMC Univ Paris 06 UMR S 1127, Institut du Cerveau et de la Moelle épinière, ICM, F-75013 Paris, France
| | | | - Anna Tereszko
- Department of Psychiatry, Jagiellonian University, Medical College, Kraków, Poland
| | - Weronika Janeczko
- Students' Scientific Association of Affective Disorders, Jagiellonian University, Medical College, Kraków, Poland
| | - Anna Starowicz-Filip
- Medical Psychology Department, Jagiellonian University, Medical College, Kraków, Poland
| | - Marcin Siwek
- Department of Affective Disorders, Chair of Psychiatry, Jagiellonian University, Medical College, Kraków, Poland
| | - Dominika Dudek
- Department of Affective Disorders, Chair of Psychiatry, Jagiellonian University, Medical College, Kraków, Poland
| |
Collapse
|
10
|
Betzel RF, Satterthwaite TD, Gold JI, Bassett DS. Positive affect, surprise, and fatigue are correlates of network flexibility. Sci Rep 2017; 7:520. [PMID: 28364117 PMCID: PMC5428446 DOI: 10.1038/s41598-017-00425-z] [Citation(s) in RCA: 87] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2016] [Accepted: 02/21/2017] [Indexed: 12/02/2022] Open
Abstract
Advances in neuroimaging have made it possible to reconstruct functional networks from the activity patterns of brain regions distributed across the cerebral cortex. Recent work has shown that flexible reconfiguration of human brain networks over short timescales supports cognitive flexibility and learning. However, modulating network flexibility to enhance learning requires an understanding of an as-yet unknown relationship between flexibility and brain state. Here, we investigate the relationship between network flexibility and affect, leveraging an unprecedented longitudinal data set. We demonstrate that indices associated with positive mood and surprise are both associated with network flexibility - positive mood portends a more flexible brain while increased levels of surprise portend a less flexible brain. In both cases, these relationships are driven predominantly by a subset of brain regions comprising the somatomotor system. Our results simultaneously suggest a network-level mechanism underlying learning deficits in mood disorders as well as a potential target - altering an individual's mood or task novelty - to improve learning.
Collapse
Affiliation(s)
- Richard F Betzel
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Theodore D Satterthwaite
- Neuropsychiatry Section, Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Joshua I Gold
- Department of Neuroscience, University of Pennsylvania, Philadelphia, PA, 19104, USA
| | - Danielle S Bassett
- Department of Bioengineering, University of Pennsylvania, Philadelphia, PA, 19104, USA.
- Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia, PA, 19104, USA.
| |
Collapse
|
11
|
Krukow P, Szaniawska O, Harciarek M, Plechawska-Wójcik M, Jonak K. Cognitive inconsistency in bipolar patients is determined by increased intra-individual variability in initial phase of task performance. J Affect Disord 2017; 210:222-225. [PMID: 28063384 DOI: 10.1016/j.jad.2016.12.050] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2016] [Revised: 12/18/2016] [Accepted: 12/31/2016] [Indexed: 12/18/2022]
Abstract
BACKGROUND Bipolar patients show high intra-individual variability during cognitive processing. However, it is not known whether there are a specific fluctuations of variability contributing to the overall high cognitive inconsistency. The objective was to compare dynamic profiles of patients and healthy controls to identify hypothetical differences and their associations with overall variability and processing speed. METHODS Changes of reaction times iSD during processing speed test performance over time was measured by dividing the iSD for whole task into four consecutive parts. Motor speed and cognitive effort were controlled. RESULTS Patients with BD exhibited significantly lower results regarding processing speed and higher intra-individual variability comparing with HC. The profile of intra-individual variability changes over time of performance was significantly different in BD versus HC groups: F(3, 207)=8.60, p<0.0001, ηp2=0.11. iSD of BD patients in the initial phase of performance was three times higher than in the last. There was no significant differences between four intervals in HC group. Inter-group difference in the initial part of the profiles was significant also after controlling for several cognitive and clinical variables. LIMITATIONS Applied computer version of Cognitive Speed Test was relatively new and, thus, replication studies are needed. Effect seen in the present study is driven mainly by the BD type I. CONCLUSIONS Patients with BD exhibits problems with setting a stimulus-response association in starting phase of cognitive processing. This deficit may negatively interfere with the other cognitive functions, decreasing level of psychosocial functioning, therefore should be explored in future studies.
Collapse
Affiliation(s)
- Paweł Krukow
- Department of Clinical Neuropsychiatry, Medical University of Lublin, Poland.
| | - Ola Szaniawska
- Institute of Psychology, Maria Curie-Skłodowska University in Lublin, Poland
| | | | | | - Kamil Jonak
- Institute of Technological Systems of Information, Lublin University of Technology, Poland
| |
Collapse
|
12
|
Generating Gene Ontology-Disease Inferences to Explore Mechanisms of Human Disease at the Comparative Toxicogenomics Database. PLoS One 2016; 11:e0155530. [PMID: 27171405 PMCID: PMC4865041 DOI: 10.1371/journal.pone.0155530] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2016] [Accepted: 04/29/2016] [Indexed: 12/20/2022] Open
Abstract
Strategies for discovering common molecular events among disparate diseases hold promise for improving understanding of disease etiology and expanding treatment options. One technique is to leverage curated datasets found in the public domain. The Comparative Toxicogenomics Database (CTD; http://ctdbase.org/) manually curates chemical-gene, chemical-disease, and gene-disease interactions from the scientific literature. The use of official gene symbols in CTD interactions enables this information to be combined with the Gene Ontology (GO) file from NCBI Gene. By integrating these GO-gene annotations with CTD’s gene-disease dataset, we produce 753,000 inferences between 15,700 GO terms and 4,200 diseases, providing opportunities to explore presumptive molecular underpinnings of diseases and identify biological similarities. Through a variety of applications, we demonstrate the utility of this novel resource. As a proof-of-concept, we first analyze known repositioned drugs (e.g., raloxifene and sildenafil) and see that their target diseases have a greater degree of similarity when comparing GO terms vs. genes. Next, a computational analysis predicts seemingly non-intuitive diseases (e.g., stomach ulcers and atherosclerosis) as being similar to bipolar disorder, and these are validated in the literature as reported co-diseases. Additionally, we leverage other CTD content to develop testable hypotheses about thalidomide-gene networks to treat seemingly disparate diseases. Finally, we illustrate how CTD tools can rank a series of drugs as potential candidates for repositioning against B-cell chronic lymphocytic leukemia and predict cisplatin and the small molecule inhibitor JQ1 as lead compounds. The CTD dataset is freely available for users to navigate pathologies within the context of extensive biological processes, molecular functions, and cellular components conferred by GO. This inference set should aid researchers, bioinformaticists, and pharmaceutical drug makers in finding commonalities in disease mechanisms, which in turn could help identify new therapeutics, new indications for existing pharmaceuticals, potential disease comorbidities, and alerts for side effects.
Collapse
|
13
|
Starowicz-Filip A, Chrobak AA, Milczarek O, Kwiatkowski S. The visuospatial functions in children after cerebellar low-grade astrocytoma surgery: A contribution to the pediatric neuropsychology of the cerebellum. J Neuropsychol 2015; 11:201-221. [DOI: 10.1111/jnp.12093] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 10/01/2015] [Indexed: 11/30/2022]
Affiliation(s)
- Anna Starowicz-Filip
- Jagiellonian University Medical College; Krakow Poland
- Neurosurgery Department; Childrens’ University Hospital in Krakow; Poland
| | | | - Olga Milczarek
- Jagiellonian University Medical College; Krakow Poland
- Neurosurgery Department; Childrens’ University Hospital in Krakow; Poland
| | - Stanisław Kwiatkowski
- Jagiellonian University Medical College; Krakow Poland
- Neurosurgery Department; Childrens’ University Hospital in Krakow; Poland
| |
Collapse
|
14
|
Tsitsipa E, Fountoulakis KN. The neurocognitive functioning in bipolar disorder: a systematic review of data. Ann Gen Psychiatry 2015; 14:42. [PMID: 26628905 PMCID: PMC4666163 DOI: 10.1186/s12991-015-0081-z] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Accepted: 11/18/2015] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND During the last decades, there have been many different opinions concerning the neurocognitive function in Bipolar disorder (BD). The aim of the current study was to perform a systematic review of the literature and to synthesize the data in a comprehensive picture of the neurocognitive dysfunction in BD. METHODS Papers were located with searches in PubMed/MEDLINE, through June 1st 2015. The review followed a modified version of the recommendations of the Preferred Items for Reporting of Systematic Reviews and Meta-Analyses statement. RESULTS The initial search returned 110,403 papers. After the deletion of duplicates, 11,771 papers remained for further evaluation. Eventually, 250 were included in the analysis. CONCLUSION The current review supports the presence of a neurocognitive deficit in BD, in almost all neurocognitive domains. This deficit is qualitative similar to that observed in schizophrenia but it is less severe. There are no differences between BD subtypes. Its origin is unclear. It seems it is an enduring component and represents a core primary characteristic of the illness, rather than being secondary to the mood state or medication. This core deficit is confounded (either increased or attenuated) by the disease phase, specific personal characteristics of the patients (age, gender, education, etc.), current symptomatology and its treatment (especially psychotic features) and long-term course and long-term exposure to medication, psychiatric and somatic comorbidity and alcohol and/or substance abuse.
Collapse
Affiliation(s)
| | - Konstantinos N Fountoulakis
- Division of Neurosciences, 3rd Department of Psychiatry, School of Medicine, Aristotle University of Thessaloniki, 6, Odysseos street (1st Parodos, Ampelonon str.) 55536 Pournari Pylaia, Thessaloniki, Greece
| |
Collapse
|