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Fang Y, Cui Y, Yin Z, Hou M, Guo P, Wang H, Liu N, Cai C, Wang M. Comprehensive systematic review and meta-analysis of the association between common genetic variants and autism spectrum disorder. Gene 2023; 887:147723. [PMID: 37598788 DOI: 10.1016/j.gene.2023.147723] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Revised: 08/13/2023] [Accepted: 08/17/2023] [Indexed: 08/22/2023]
Abstract
BACKGROUND Autism spectrum disorder (ASD) is neurodevelopmental disorder characterized by stereotyped behavior and deficits in communication and social interactions. To date, numerous studies have investigated the associations between genetic variants and ASD risk. However, the results of these published studies lack a clear consensus. In the present study, we performed a systematic review on the association between genetic variants and ASD risk. Meanwhile, we conducted a meta-analysis on available data to identify the association between the single nucleotide polymorphisms (SNPs) of candidate genes and ASD risk. METHODS We systematically searched public databases including English and Chinese from their inception to August 1, 2022. Two independent reviewers extracted data and assessed study quality. Odds ratio and 95 % confidence interval were used as effect indexes to evaluate the association between the SNPs of candidate genes and the risk of ASD. Heterogeneity was explored through subgroup, sensitivity, and meta-regression analyses. Publication bias was assessed by using Egger's and Begg's tests for funnel plot asymmetry. In addition, TSA analysis were performed to confirm the study findings. RESULTS We summarized 84 SNPs of 32 candidate genes from 81 articles included in the study. Subsequently, we analyzed 16 SNPs of eight genes by calculating pooled ORs, and identified eight significant SNPs of contactin associated protein 2 (CNTNAP2), methylentetrahydrofolate reductase (MTHFR), oxytocin receptor (OXTR), and vitamin D receptor (VDR). Results showed that seven SNPs, including the CNTNAP2 rs2710102 (homozygote, heterozygote, dominant and allelic models) and rs7794745 (heterozygote and dominant models), MTHFR C677T (homozygote, heterozygote, dominant, recessive and allelic models) and A1298C (dominant and allelic models), OXTR rs2254298 (homozygote and recessive models), VDR rs731236 (homozygote, dominant, recessive and allelic models) and rs2228570 (homozygote and recessive models), were showed to be correlated with an increased ASD risk. By contrast, the VDR rs7975232 was correlated with a decreased the risk of ASD under the homozygote and allelic models. CONCLUSION Our study summarized research evidence on the genetic variants of ASD and provides a broad and detailed overview of ASD risk genes. The C677T and A1298C polymorphisms of MTHFR, rs2710102 and rs7794745 polymorphisms of CNTNAP2, rs2254298 polymorphism of OXTR, and rs731236 and rs2228570 polymorphisms of VDR were genetic risk factors. The rs7975232 polymorphism of VDR was a genetic protective factor for ASD. Our study provides novel clues to clinicians and healthcare decision-makers to predict ASD susceptibility.
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Affiliation(s)
- Yulian Fang
- Tianjin Pediatric Research Institute, Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin 300134, China
| | - Yaqiong Cui
- Tianjin Pediatric Research Institute, Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin 300134, China
| | - Zhaoqing Yin
- Division of Pediatrics, The People's Hospital of Dehong Autonomous Prefecture, Dehong Hospital of Kunming Medical University, Mangshi, Yunnan 678400, China
| | - Mengzhu Hou
- Tianjin Pediatric Research Institute, Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin 300134, China
| | - Pan Guo
- Tianjin Pediatric Research Institute, Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin 300134, China
| | - Hanjie Wang
- School of Life Sciences, Tianjin University and Tianjin Engineering Center of Micro-Nano Biomaterials and Detection-Treatment Technology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, Tianjin 300072, China
| | - Nan Liu
- Marshall Laboratory of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong 518060, China; Institute of Environment and Health, South China Hospital, Medical School, Shenzhen 518116, China
| | - Chunquan Cai
- Tianjin Pediatric Research Institute, Tianjin Key Laboratory of Birth Defects for Prevention and Treatment, Tianjin Children's Hospital (Children's Hospital of Tianjin University), Tianjin 300134, China.
| | - Mingbang Wang
- Marshall Laboratory of Biomedical Engineering, Medical School, Shenzhen University, Shenzhen, Guangdong 518060, China; Microbiome Therapy Center, South China Hospital, Medical School, Shenzhen University, Shenzhen, Guangdong 518116, China; Shanghai Key Laboratory of Birth Defects, Division of Neonatology, Children's Hospital of Fudan University, Shanghai 201102, China.
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2
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Gilman TL, Ford MT, Jasnow AM, Coifman KG. DRD4 polymorphism associated with greater positive affect in response to negative and neutral social stimuli. Ann Hum Genet 2022; 86:218-223. [PMID: 35574658 PMCID: PMC9321090 DOI: 10.1111/ahg.12471] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Revised: 04/21/2022] [Accepted: 04/27/2022] [Indexed: 11/26/2022]
Abstract
Despite the robustness of DRD4 polymorphism associations with brain-based behavioral characteristics in candidate gene research, investigations have minimally explored associations between these polymorphisms and emotional responses. In particular, the prevalent single nucleotide polymorphism (SNP) -521C/T (rs1800955) in the promoter region of DRD4 remains unexplored relative to emotions. Here, two independent samples were evaluated using different emotion elicitation tasks involving social stimuli: Study 1 (N = 120) evoked positive and negative emotional responses to validated film clips; Study 2 (N = 122) utilized Cyberball to simulate social rejection and acceptance. Across studies, C/C individuals self-reported higher mean positive affect scores using Likert scales versus T carrier individuals, selectively when presented with neutral or negative (but not positive) social stimuli. The consistent findings across these two studies supports a functional consequence of this DRD4 SNP on emotion processing during changing social contexts. Continued investigation will help clarify if a C/C genotype enhances positive emotions under negative circumstances, or if the presence of the T allele reduces positive emotions, and how rs1800955 behavioral associations might generalize across different demographics. Future studies could also reveal if this SNP interacts with other changing environmental conditions to affect emotional responses, such as social limitations during the COVID-19 pandemic.
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Affiliation(s)
- T Lee Gilman
- Department of Psychological Sciences & Brain Health Research Institute, Kent State University, Kent, Ohio, USA
| | - Matthew T Ford
- Department of Psychological Sciences & Brain Health Research Institute, Kent State University, Kent, Ohio, USA
| | - Aaron M Jasnow
- Department of Psychological Sciences & Brain Health Research Institute, Kent State University, Kent, Ohio, USA.,Department of Pharmacology, Physiology & Neuroscience, University of South Carolina School of Medicine, Columbia, South Carolina, USA
| | - Karin G Coifman
- Department of Psychological Sciences & Brain Health Research Institute, Kent State University, Kent, Ohio, USA
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3
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Kirschner H, Klein TA. Beyond a blunted ERN - Biobehavioral correlates of performance monitoring in schizophrenia. Neurosci Biobehav Rev 2021; 133:104504. [PMID: 34922988 DOI: 10.1016/j.neubiorev.2021.12.027] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 12/02/2021] [Accepted: 12/15/2021] [Indexed: 12/12/2022]
Abstract
Cognitive deficits are well documented in schizophrenia. Here, we reviewed alterations in performance monitoring as potential marker of cognitive deficits in schizophrenia. We found that performance monitoring alterations in schizophrenia are specific to early (indexed by blunted error-related negativity (ERN)) and late (reflected in blunted error positivity (Pe)) internal error processing, while external performance feedback processing in simple response feedback tasks is relatively preserved. We propose, that these performance monitoring deficits may best be interpret as one aspect of disrupted theta band (4-8 Hz) oscillations over medial frontal recordings sites. Midfrontal theta dynamics are an increasingly established direct neural index of the recruitment of cognitive control and are impaired in several clinical populations. While theta-related ERPs (the ERN) may be an easy to assess marker of cognitive deficits in schizophrenia, further work investigating the trial-by-trial dynamics of theta in both the time and time-frequency domain is needed to parse cognitive deficits in schizophrenia into finer levels of detail and evaluate theta modulation as a therapeutic tool.
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Affiliation(s)
- H Kirschner
- Institute of Psychology, Otto-von-Guericke University, D-39106, Magdeburg, Germany.
| | - T A Klein
- Institute of Psychology, Otto-von-Guericke University, D-39106, Magdeburg, Germany; Center for Behavioral Brain Sciences, D-39106, Magdeburg, Germany.
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4
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Michael JA, Wang M, Kaur M, Fitzgerald PB, Fitzgibbon BM, Hoy KE. EEG correlates of attentional control in anxiety disorders: A systematic review of error-related negativity and correct-response negativity findings. J Affect Disord 2021; 291:140-153. [PMID: 34038831 DOI: 10.1016/j.jad.2021.04.049] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Revised: 03/08/2021] [Accepted: 04/26/2021] [Indexed: 12/25/2022]
Abstract
BACKGROUND Anxiety disorders are highly prevalent and cause substantial personal, social and economic burden. Altered attentional control has been shown to be present across anxiety disorders and is associated with specific changes in brain activity which can be recorded by electroencephalogram (EEG). These include changes in the EEG markers of error-related negativity (ERN) and correct-response negativity (CRN), both believed to reflect response monitoring and attentional control pathophysiology in anxiety. The aim of this review was to systematically assess the research on ERN and CRN in attentional control in individuals with clinical anxiety and healthy controls, across emotional and non-emotional attentional control. METHODS A comprehensive literature search was conducted for studies published prior to October 22nd, 2020. Details of the protocol for this systematic review were registered on PROSPERO (CRD42019144885). RESULTS 66 studies had their data extracted. All 66 studies measured ERN, with 85% finding significantly increased ERN amplitudes associated with clinical anxiety. Only 44 of the extracted studies analysed CRN and only ~20% of these found significant changes in CRN amplitude associated with individuals with clinical anxiety. LIMITATIONS There were several anxiety disorders that had either limited literature (i.e. specific phobia, separation anxiety disorder or agoraphobia) or nil literature (i.e. selective mutism) available. No extracted studies included samples of older adults (i.e. aged 60+ years), and only six extracted studies included measures of emotional attentional control. CONCLUSIONS Findings indicate the promising utility of ERN of attentional control as a robust, transdiagnostic trait marker of clinical anxiety.
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Affiliation(s)
- Jessica A Michael
- Epworth Centre for Innovation in Mental Health, Epworth Healthcare and Department of Psychiatry, Monash University, 888 Toorak Rd, Camberwell, Victoria, Australia.
| | - Michael Wang
- Epworth Centre for Innovation in Mental Health, Epworth Healthcare and Department of Psychiatry, Monash University, 888 Toorak Rd, Camberwell, Victoria, Australia
| | - Manreena Kaur
- Epworth Centre for Innovation in Mental Health, Epworth Healthcare and Department of Psychiatry, Monash University, 888 Toorak Rd, Camberwell, Victoria, Australia; Neuroscience Research Australia, Sydney, New South Wales, Australia; School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia
| | - Paul B Fitzgerald
- Epworth Centre for Innovation in Mental Health, Epworth Healthcare and Department of Psychiatry, Monash University, 888 Toorak Rd, Camberwell, Victoria, Australia
| | - Bernadette M Fitzgibbon
- Epworth Centre for Innovation in Mental Health, Epworth Healthcare and Department of Psychiatry, Monash University, 888 Toorak Rd, Camberwell, Victoria, Australia
| | - Kate E Hoy
- Epworth Centre for Innovation in Mental Health, Epworth Healthcare and Department of Psychiatry, Monash University, 888 Toorak Rd, Camberwell, Victoria, Australia
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5
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Nishat E, Dockstader C, Wheeler AL, Tan T, Anderson JAE, Mendlowitz S, Mabbott DJ, Arnold PD, Ameis SH. Visuomotor Activation of Inhibition-Processing in Pediatric Obsessive Compulsive Disorder: A Magnetoencephalography Study. Front Psychiatry 2021; 12:632736. [PMID: 33995145 PMCID: PMC8116532 DOI: 10.3389/fpsyt.2021.632736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 04/06/2021] [Indexed: 11/16/2022] Open
Abstract
Background: Response inhibition engages the cortico-striato-thalamo-cortical (CSTC) circuit, which has been implicated in children, and youth with obsessive compulsive disorder (OCD). This study explored whether CSTC engagement during response inhibition, measured using magnetoencephalography (MEG), differed in a sample of medication-naïve youth with OCD, compared to typically developing controls (TDC). Methods: Data was analyzed in 17 medication-naïve children and youth with OCD (11.7 ± 2.2 SD years) and 13 TDC (12.6 ± 2.2 SD years). MEG was used to localize and characterize neural activity during a Go/No-Go task. Task performance on Go/No-Go conditions and regional differences in amplitude of activity during Go and No-Go condition between OCD vs. TDC were examined using two-sample t-tests. Post-hoc analysis with Bayesian t-tests was used to estimate the certainty of outcomes. Results: No differences in Go/No-Go performance were found between OCD and TDC groups. In response to the visual cue presented during the Go condition, participants with OCD showed significantly increased amplitude of activity in the primary motor (MI) cortex compared to TDC. In addition, significantly reduced amplitude of PCu was found following successful stopping to No-Go cues in OCD vs. TDC during No-Go task performance. Bayesian t-tests indicated high probability and large effect sizes for the differences in MI and PCu amplitude found between groups. Conclusion: Our preliminary study in a small medication-naïve sample extends previous work indicating intact response inhibition in pediatric OCD. While altered neural response in the current study was found during response inhibition performance in OCD, differences localized to regions outside of the CSTC. Our findings suggest that additional imaging research in medication-naïve samples is needed to clarify regional differences associated with OCD vs. influenced by medication effects, and suggest that MEG may be sensitive to detecting such differences.
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Affiliation(s)
- Eman Nishat
- Department of Physiology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Neuroscience and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Colleen Dockstader
- Department of Human Biology, Faculty of Arts and Science, University of Toronto, Toronto, ON, Canada
| | - Anne L Wheeler
- Department of Physiology, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Neuroscience and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada
| | - Thomas Tan
- Kimel Family Translational Imaging Genetics Research Laboratory, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - John A E Anderson
- Kimel Family Translational Imaging Genetics Research Laboratory, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Sandra Mendlowitz
- Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Donald J Mabbott
- Neuroscience and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Psychology, University of Toronto, Toronto, ON, Canada
| | - Paul D Arnold
- The Mathison Centre for Mental Health Research & Education, Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Stephanie H Ameis
- Neuroscience and Mental Health, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, ON, Canada.,Cundill Centre for Child and Youth Depression, Margaret and Wallace McCain Centre for Child, Youth and Family Mental Health, Centre for Addiction and Mental Health, Toronto, ON, Canada
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6
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Association of MTHFR 677C>T and 1298A>C polymorphisms with susceptibility to autism: A systematic review and meta-analysis. Asian J Psychiatr 2019; 46:54-61. [PMID: 31614268 DOI: 10.1016/j.ajp.2019.09.016] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2019] [Revised: 09/21/2019] [Accepted: 09/21/2019] [Indexed: 12/30/2022]
Abstract
Several studies have investigated association of MTHFR 677C > T and 1298A > C polymorphisms with risk of autism, but they have reported controversial and inconclusive results. The present meta-analysis was designed to evaluate association of MTHFR 677C > T and 1298A > C polymorphisms with risk of autism. A comprehensive literature search was done in PubMed, EMBASE, and CNKI databases to identify all eligible publications up to April 01, 2019. Finally, 25 case-control studies including 18 studies on MTHFR 677C > T and 7 studies on MTHFR 1298A > C polymorphism were selected. Overall, a significant association was found between MTHFR 677C > T and an increased risk of autism under all five genetic models (T vs. C: OR = 1.483, 95% CI 1.188-1.850, p ≤ 0.001; TT vs. CC: OR = 1.834, 95% CI 1.155-2.913, p = 0.010; TC vs. CC: OR = 1.512, 95% CI 1.101-2.078, p = 0.011; TT + TC vs. CC: OR = 1.632, 95% CI 1.261-2.113, p ≤ 0.001; and TT vs. TC + CC: OR = 1.427, 95% CI 1.002-2.032, p = 0.049). However, no significant association was found between MTHFR 1298A > C and autism risk. Stratified analyses showed that MTHFR 677C > T and 1298A > C polymorphisms are involved in genetic susceptibility of autism by ethnicity. Results of this meta-analysis indicated that MTHFR 677C > T polymorphism may be associated with increased risk of autism in overall and by ethnicity, while MTHFR 1298A > C was reported to be significantly associated with the risk of autism only in Caucasians. MTHFR polymorphisms could be used as a diagnostic marker for autism with respect to ethnicity background.
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7
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ERN as a transdiagnostic marker of the internalizing-externalizing spectrum: A dissociable meta-analytic effect. Neurosci Biobehav Rev 2019; 103:133-149. [DOI: 10.1016/j.neubiorev.2019.06.013] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 05/31/2019] [Accepted: 06/09/2019] [Indexed: 12/30/2022]
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8
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Köhler S, Schumann A, de la Cruz F, Wagner G, Bär KJ. Towards response success prediction: An integrative approach using high-resolution fMRI and autonomic indices. Neuropsychologia 2018; 119:182-190. [DOI: 10.1016/j.neuropsychologia.2018.08.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 07/28/2018] [Accepted: 08/03/2018] [Indexed: 12/14/2022]
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9
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Moser JS. The Nature of the Relationship Between Anxiety and the Error-Related Negativity Across Development. Curr Behav Neurosci Rep 2017; 4:309-321. [DOI: 10.1007/s40473-017-0132-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
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10
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Enge S, Mothes H, Fleischhauer M, Reif A, Strobel A. Genetic variation of dopamine and serotonin function modulates the feedback-related negativity during altruistic punishment. Sci Rep 2017; 7:2996. [PMID: 28592831 PMCID: PMC5462809 DOI: 10.1038/s41598-017-02594-3] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Accepted: 04/12/2017] [Indexed: 12/16/2022] Open
Abstract
Why do humans cooperate and often punish norm violations of others? In the present study, we sought to investigate the genetic bases of altruistic punishment (AP), which refers to the costly punishment of norm violations with potential benefit for other individuals. Recent evidence suggests that norm violations and unfairness are indexed by the feedback-related negativity (FRN), an anterior cingulate cortex (ACC) generated neural response to expectancy violations. Given evidence on the role of serotonin and dopamine in AP as well as in FRN-generation, we explored the impact of genetic variation of serotonin and dopamine function on FRN and AP behavior in response to unfair vs. fair monetary offers in a Dictator Game (DG) with punishment option. In a sample of 45 healthy participants we observed larger FRN amplitudes to unfair DG assignments both for 7-repeat allele carriers of the dopamine D4 receptor (DRD4) exon III polymorphism and for l/l-genotype carriers of the serotonin transporter gene-linked polymorphic region (5-HTTLRP). Moreover, 5-HTTLPR l/l-genotype carriers punished unfair offers more strongly. These findings support the role of serotonin and dopamine in AP, potentially via their influence on neural mechanisms implicated in the monitoring of expectancy violations and their relation to impulsive and punishment behavior.
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Affiliation(s)
- Sören Enge
- Department of Psychology, Faculty of Natural Sciences, MSB Medical School Berlin, Berlin, Germany. .,Department of Psychology, Technische Universität Dresden, Dresden, Germany.
| | - Hendrik Mothes
- Department of Sports Science, University of Freiburg, Freiburg, Germany
| | - Monika Fleischhauer
- Brandenburg Medical School Theodor Fontane, Neuruppin, Germany.,PFH Private Hochschule Göttingen, Göttingen, Germany
| | - Andreas Reif
- Department of Psychiatry, Psychosomatics and Psychotherapy, University Hospital Frankfurt/Main, Frankfurt/Main, Germany
| | - Alexander Strobel
- Department of Psychology, Technische Universität Dresden, Dresden, Germany
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11
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Chang Y, Hsu S, Tsai S, Chang Y, Huang C, Liu M, Chen N, Chang W, Hsu J, Lee C, Chang C. Genetic effect of MTHFR C677T polymorphism on the structural covariance network and white-matter integrity in Alzheimer's disease. Hum Brain Mapp 2017; 38:3039-3051. [PMID: 28342207 PMCID: PMC6866732 DOI: 10.1002/hbm.23572] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Revised: 02/07/2017] [Accepted: 03/03/2017] [Indexed: 11/10/2022] Open
Abstract
The 677 C to T transition in the MTHFR gene is a genetic determinant for hyperhomocysteinemia. We investigated whether this polymorphism modulates gray matter (GM) structural covariance networks independently of white-matter integrity in patients with Alzheimer's disease (AD). GM structural covariance networks were constructed by 3D T1-magnetic resonance imaging and seed-based analysis. The patients were divided into two genotype groups: C homozygotes (n = 73) and T carriers (n = 62). Using diffusion tensor imaging and white-matter parcellation, 11 fiber bundle integrities were compared between the two genotype groups. Cognitive test scores were the major outcome factors. The T carriers had higher homocysteine levels, lower posterior cingulate cortex GM volume, and more clusters in the dorsal medial lobe subsystem showing stronger covariance strength. Both posterior cingulate cortex seed and interconnected peak cluster volumes predicted cognitive test scores, especially in the T carriers. There were no between-group differences in fiber tract diffusion parameters. The MTHFR 677T polymorphism modulates posterior cingulate cortex-anchored structural covariance strength independently of white matter integrities. Hum Brain Mapp 38:3039-3051, 2017. © 2017 The Authors Human Brain Mapping Published Wiley by Periodicals, Inc.
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Affiliation(s)
- Yu‐Tzu Chang
- Division of NephrologyDepartment of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung UniversityTainanTaiwan
| | - Shih‐Wei Hsu
- Department of RadiologyKaohsiung Chang Gung Memorial Hospital, Chang Gung University College of MedicineKaohsiungTaiwan
| | - Shih‐Jen Tsai
- Psychiatric Department of Taipei Veterans General HospitalTaipeiTaiwan
- Psychiatric DivisionSchool of Medicine, National Yang‐Ming UniversityTaipeiTaiwan
| | - Ya‐Ting Chang
- Department of NeurologyCognition and Aging Center, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of MedicineKaohsiungTaiwan
| | - Chi‐Wei Huang
- Department of NeurologyCognition and Aging Center, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of MedicineKaohsiungTaiwan
| | - Mu‐En Liu
- Psychiatric Department of Taipei Veterans General HospitalTaipeiTaiwan
| | - Nai‐Ching Chen
- Department of NeurologyCognition and Aging Center, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of MedicineKaohsiungTaiwan
| | - Wen‐Neng Chang
- Department of NeurologyCognition and Aging Center, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of MedicineKaohsiungTaiwan
| | - Jung‐Lung Hsu
- Section of Dementia and Cognitive ImpairmentDepartment of Neurology, Chang Gung Memorial HospitalLinkouTaiwan
| | - Chen‐Chang Lee
- Department of RadiologyKaohsiung Chang Gung Memorial Hospital, Chang Gung University College of MedicineKaohsiungTaiwan
| | - Chiung‐Chih Chang
- Department of NeurologyCognition and Aging Center, Kaohsiung Chang Gung Memorial Hospital, Chang Gung University College of MedicineKaohsiungTaiwan
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12
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Savage JE, Sawyers C, Roberson-Nay R, Hettema JM. The genetics of anxiety-related negative valence system traits. Am J Med Genet B Neuropsychiatr Genet 2017; 174:156-177. [PMID: 27196537 PMCID: PMC5349709 DOI: 10.1002/ajmg.b.32459] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Accepted: 05/05/2016] [Indexed: 01/11/2023]
Abstract
NIMH's Research Domain Criteria (RDoC) domain of negative valence systems (NVS) captures constructs of negative affect such as fear and distress traditionally subsumed under the various internalizing disorders. Through its aims to capture dimensional measures that cut across diagnostic categories and are linked to underlying neurobiological systems, a large number of phenotypic constructs have been proposed as potential research targets. Since "genes" represent a central "unit of analysis" in the RDoC matrix, it is important for studies going forward to apply what is known about the genetics of these phenotypes as well as fill in the gaps of existing knowledge. This article reviews the extant genetic epidemiological data (twin studies, heritability) and molecular genetic association findings for a broad range of putative NVS phenotypic measures. We find that scant genetic epidemiological data is available for experimentally derived measures such as attentional bias, peripheral physiology, or brain-based measures of threat response. The molecular genetic basis of NVS phenotypes is in its infancy, since most studies have focused on a small number of candidate genes selected for putative association to anxiety disorders (ADs). Thus, more research is required to provide a firm understanding of the genetic aspects of anxiety-related NVS constructs. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Jeanne E. Savage
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA
| | - Chelsea Sawyers
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA
| | - Roxann Roberson-Nay
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA,Department of Psychiatry, Virginia Commonwealth University, Richmond, VA
| | - John M. Hettema
- Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA,Department of Psychiatry, Virginia Commonwealth University, Richmond, VA
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13
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Iacono WG, Malone SM, Vrieze SI. Endophenotype best practices. Int J Psychophysiol 2017; 111:115-144. [PMID: 27473600 PMCID: PMC5219856 DOI: 10.1016/j.ijpsycho.2016.07.516] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2016] [Revised: 07/21/2016] [Accepted: 07/24/2016] [Indexed: 01/19/2023]
Abstract
This review examines the current state of electrophysiological endophenotype research and recommends best practices that are based on knowledge gleaned from the last decade of molecular genetic research with complex traits. Endophenotype research is being oversold for its potential to help discover psychopathology relevant genes using the types of small samples feasible for electrophysiological research. This is largely because the genetic architecture of endophenotypes appears to be very much like that of behavioral traits and disorders: they are complex, influenced by many variants (e.g., tens of thousands) within many genes, each contributing a very small effect. Out of over 40 electrophysiological endophenotypes covered by our review, only resting heart, a measure that has received scant advocacy as an endophenotype, emerges as an electrophysiological variable with verified associations with molecular genetic variants. To move the field forward, investigations designed to discover novel variants associated with endophenotypes will need extremely large samples best obtained by forming consortia and sharing data obtained from genome wide arrays. In addition, endophenotype research can benefit from successful molecular genetic studies of psychopathology by examining the degree to which these verified psychopathology-relevant variants are also associated with an endophenotype, and by using knowledge about the functional significance of these variants to generate new endophenotypes. Even without molecular genetic associations, endophenotypes still have value in studying the development of disorders in unaffected individuals at high genetic risk, constructing animal models, and gaining insight into neural mechanisms that are relevant to clinical disorder.
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Grützmann R, Endrass T, Kaufmann C, Allen E, Eichele T, Kathmann N. Presupplementary Motor Area Contributes to Altered Error Monitoring in Obsessive-Compulsive Disorder. Biol Psychiatry 2016; 80:562-71. [PMID: 25659234 DOI: 10.1016/j.biopsych.2014.12.010] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2014] [Revised: 11/05/2014] [Accepted: 12/09/2014] [Indexed: 12/13/2022]
Abstract
BACKGROUND Hyperactive performance monitoring, as measured by the error-related negativity (ERN) in the event-related potential, is a reliable finding in obsessive-compulsive disorder (OCD) research and may be an endophenotype of the disorder. Imaging studies revealed inconsistent results as to which brain regions are involved in altered performance monitoring in OCD. We investigated performance monitoring in OCD with simultaneous recording of electroencephalography (EEG) and functional magnetic resonance imaging (fMRI) signals to determine the neural source of the enhanced ERN. METHODS Concurrent EEG and fMRI data were collected from 20 patients with OCD and 22 healthy control subjects during a flanker task. Independent component analysis was used separately on EEG and fMRI to segment the data functionally and focus on processes of interest. The ERN, hemodynamic responses following errors, and intraindividual correlation of the ERN and blood oxygen level-dependent activity were compared between groups. RESULTS Patients with OCD showed significantly increased ERN amplitudes. Blood oxygen level-dependent activity in midcingulate cortex was not significantly different between groups. Increased activation of the right amygdala and the subgenual anterior cingulate cortex following errors was observed in patients with OCD. Increased intraindividual correlation of the ERN and activity of the presupplementary motor area was found in patients with OCD compared with healthy controls. CONCLUSIONS Higher error-related activity was found in the amygdala and subgenual anterior cingulate cortex, suggesting a stronger affective response toward errors in patients with OCD. Additionally, increased correlation of the ERN and presupplementary motor area may indicate stronger recruitment of proactive control in OCD.
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Affiliation(s)
- Rosa Grützmann
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin.
| | - Tanja Endrass
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin; Department of Psychology, Otto-von-Guericke Universität Magdeburg, Magdeburg, Germany
| | | | - Elena Allen
- K.G. Jebsen Center for Research on Neuropsychiatric Disorders, University of Bergen; The Mind Research Network, Albuquerque, New Mexico
| | - Tom Eichele
- K.G. Jebsen Center for Research on Neuropsychiatric Disorders, University of Bergen; Section for Clinical Neurophysiology, Department of Neurology, Haukeland University Hospital, Bergen, Norway; The Mind Research Network, Albuquerque, New Mexico
| | - Norbert Kathmann
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin
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Baker TE, Stockwell T, Barnes G, Haesevoets R, Holroyd CB. Reward Sensitivity of ACC as an Intermediate Phenotype between DRD4-521T and Substance Misuse. J Cogn Neurosci 2016; 28:460-71. [DOI: 10.1162/jocn_a_00905] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Abstract
The development and expression of the midbrain dopamine system is determined in part by genetic factors that vary across individuals such that dopamine-related genes are partly responsible for addiction vulnerability. However, a complete account of how dopamine-related genes predispose individuals to drug addiction remains to be developed. Adopting an intermediate phenotype approach, we investigated whether reward-related electrophysiological activity of ACC—a cortical region said to utilize dopamine reward signals to learn the value of extended, context-specific sequences of goal-directed behaviors—mediates the influence of multiple dopamine-related functional polymorphisms over substance use. We used structural equation modeling to examine whether two related electrophysiological phenomena associated with the control and reinforcement learning functions of ACC—theta power and the reward positivity—mediated the relationship between the degree of substance misuse and genetic polymorphisms that regulate dopamine processing in frontal cortex. Substance use data were collected from 812 undergraduate students. One hundred ninety-six returned on a subsequent day to participate in an electrophysiological experiment and to provide saliva samples for DNA analysis. We found that these electrophysiological signals mediated a relationship between the DRD4-521T dopamine receptor genotype and substance misuse. Our results provide a theoretical framework that bridges the gap between genes and behavior in drug addiction and illustrate how future interventions might be individually tailored for specific genetic and neurocognitive profiles.
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Ahonen L, Huotilainen M, Brattico E. Within- and between-session replicability of cognitive brain processes: An MEG study with an N-back task. Physiol Behav 2016; 158:43-53. [PMID: 26855266 DOI: 10.1016/j.physbeh.2016.02.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Revised: 12/17/2015] [Accepted: 02/03/2016] [Indexed: 11/25/2022]
Abstract
In the vast majority of electrophysiological studies on cognition, participants are only measured once during a single experimental session. The dearth of studies on test-retest reliability in magnetoencephalography (MEG) within and across experimental sessions is a preventing factor for longitudinal designs, imaging genetics studies, and clinical applications. From the recorded signals, it is not straightforward to draw robust and steady indices of brain activity that could directly be used in exploring behavioral effects or genetic associations. To study the variations in markers associated with cognitive functions, we extracted three event-related field (ERF) features from time-locked global field power (GFP) epochs using MEG while participants were performing a numerical N-back task in four consecutive measurements conducted during two different days separated by two weeks. We demonstrate that the latency of the M170, a neural correlate associated with cognitive functions such as working memory, was a stable parameter and did not show significant variations over time. In addition, the M170 peak amplitude and the mean amplitude of late positive component (LPP) also expressed moderate-to-strong reliability across multiple measures over time over many sensor spaces and between participants. The M170 amplitude varied more significantly between the measurements in some conditions but showed consistency over the participants over time. In addition we demonstrated significant correlation with the M170 and LPP parameters and cognitive load. The results are in line with the literature showing less within-subject fluctuation for the latency parameters and more consistency in between-subject comparisons for amplitude based features. The within-subject consistency was apparent also with longer delays between the measurements. We suggest that with a few limitations the ERF features show sufficient reliability and stability for longitudinal research designs and clinical applications for cognitive functions in single as well as cross-subject designs.
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Affiliation(s)
- L Ahonen
- Brain Work Research Centre, Finnish Institute of Occupational Health, Finland.
| | - M Huotilainen
- Brain Work Research Centre, Finnish Institute of Occupational Health, Finland; BioMag Laboratory, HUS Medical Imaging Center, Helsinki University Central Hospital, Finland
| | - E Brattico
- Center for Music in the Brain (MIB), Department of Clinical Medicine, Aarhus University, Denmark; Cognitive Brain Research Unit, Institute of Behavioural Sciences, University of Helsinki, Finland
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Kibitov АО, Krupitsky ЕМ, Blokhina ЕА, Verbitskaya ЕV, Brodyansky VМ, Alekseeva NP, Bushara NМ, Yaroslavtseva ТS, Palatkin VY, Masalov DV, Burakov АМ, Romanova ТN, Sulimov GY, Grinenko AY, Kosten Т, Nielsen D, Zvartau EE. [A pharmacogenetic analysis of dopaminergic and opioidergic genes in opioid addicts treated with the combination of naltrexone and guanfacine]. Zh Nevrol Psikhiatr Im S S Korsakova 2016; 116:36-48. [PMID: 28300812 DOI: 10.17116/jnevro201611611236-48] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
AIM To evaluate an effect of opioid receptor and dopamine system gene polymorphisms on the efficacy of combined treatment with oral naltrexone and guanfacine in a randomized double blinded double dummy placebo controlled clinical trial. MATERIAL AND METHODS Three hundred and one patients with opioid dependence were randomized into 4 treatment groups: naltrexone 50 mg/day + guanfacine 1 mg/day (N+G); naltrexone + placebo guanfacine (N+GP); placebo naltrexone + guanfacine (NP+G); double placebo (NP+GP). The primary outcome was treatment retention. All enrolled participants were genotyped for polymorphisms in the following genes: mu- (OPRM1), kappa-opioid receptors (OPRK1), catechol-O-methyltransferase (COMT), dopamine receptors types 2 (DRD2) and 4 (DRD4), dopamine-beta-hydroxylase, and dopamine transporter (SLC6A3, DAT1) and alpha-2-adrenoreceptor (ADRA2A) a pharmacological target of guanfacine. RESULTS The efficacy of the combination of naltrexone and guanfacine was comparable to naltrexone monotherapy. Regardless of treatment, several gene polymorphisms were associated with higher chance to complete the treatment program: allele Т DRD4 - 521 С/Т (rs1800955) (р=0.039; OR (95% CI)=3.7 (1.1-12.7); log-rank test: р=0.01); allele С DRD2 С957Т (rs6277) (р=0.03; HR=0.6 (0.34-0.95); genotype combination: DRD4 VNTR (LL) + OPRM1 A118G (rs1799971) (AA), р=0.051; DRD2 C957T (ТТ) + OPRM1 (rs1074287) (СС), р=0.025; DRD2 - 141С (II) + OPRM1 (rs510769) (АА), р=0.035; DBH Fau(СС) + OPRM1 (rs1074287) (СС), р=0.0497. Regardless of treatment several polymorphisms were associated with high risk of relapse: allele Т (rs510769) OPRM1 (р=0.053), allele А (rs1799971, A118G) OPRM1 (р=0.056), allele S exon III 48 bp DRD4 VNTR (р=0.001; HR=3.1 (ДИ 95% 1.57-6.18); genotype combinations: DRD4 - 521 С/Т (ТТ) + DRD2 Nco I (TT), р=0.026; DRD4 -521 С/Т (ТТ) + DRD2 -141 С (II), р=0.011; DRD4 - 521 С/Т (ТТ) + OPRM1 A118G (rs1799971) (AA), р=0.011; DRD2 Nco I(ТТ) + ADRA2A (СС), р=0.012; DRD2 Nco I(ТТ) + OPRM1 A118G (AA), р=0.02. The effects dependent on the treatment group were as follows: 1) in the N+G group, patients with the DRD4 -521 С/Т TT genotype had higher probability of completion of treatment program in comparison with other genotypes (CC and CT) (log-rank test: p=0.002); 2) in NP + GP group, patients with the OPRM1 rs510769 T allele had higher risk of relapse compared to the genotype GG (p=0.008) (FDR p<0.0125). CONCLUSION The additive effect of opioid receptor genes and dopaminergic system genes on outcomes of treatment opioid dependence with oral naltrexone and guanfacine was shown. Pharmacological effects of naltrexone and guanfacine were associated with genetic variants of the DRD4 - 521C/T polymorphism, since its effect was shown only in the N+G group. The effect of the OPRM1 rs510769 polymorphism was demonstrated in the double placebo group that was associated with personality traits (temperament, character) and determined compliance. Genetic analysis is useful for determining potential responders to treatment of opioid dependence; genotyping can increase the efficacy of pharmacotherapy.
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Affiliation(s)
- А О Kibitov
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - Е М Krupitsky
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - Е А Blokhina
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - Е V Verbitskaya
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - V М Brodyansky
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - N P Alekseeva
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - N М Bushara
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - Т S Yaroslavtseva
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - V Yа Palatkin
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - D V Masalov
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - А М Burakov
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - Т N Romanova
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - G Yu Sulimov
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - A Yа Grinenko
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - Т Kosten
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - D Nielsen
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
| | - E E Zvartau
- Pavlov First St.Petersburg State Medical University, St.Petersburg, Bekhterev St.Petersburg Research Psychoneurilogical Institute, St.Petersburg, Serbsky Federal Medical research Center for Psychiatry and Narcology, Moscow, Russia
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Pfabigan DM, Pripfl J, Kroll SL, Sailer U, Lamm C. Event-related potentials in performance monitoring are influenced by the endogenous opioid system. Neuropsychologia 2015; 77:242-52. [DOI: 10.1016/j.neuropsychologia.2015.08.028] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2015] [Revised: 07/26/2015] [Accepted: 08/29/2015] [Indexed: 12/17/2022]
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Liu S, Cai W, Liu S, Zhang F, Fulham M, Feng D, Pujol S, Kikinis R. Multimodal neuroimaging computing: the workflows, methods, and platforms. Brain Inform 2015; 2:181-195. [PMID: 27747508 PMCID: PMC4737665 DOI: 10.1007/s40708-015-0020-4] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 08/20/2015] [Indexed: 12/20/2022] Open
Abstract
The last two decades have witnessed the explosive growth in the development and use of noninvasive neuroimaging technologies that advance the research on human brain under normal and pathological conditions. Multimodal neuroimaging has become a major driver of current neuroimaging research due to the recognition of the clinical benefits of multimodal data, and the better access to hybrid devices. Multimodal neuroimaging computing is very challenging, and requires sophisticated computing to address the variations in spatiotemporal resolution and merge the biophysical/biochemical information. We review the current workflows and methods for multimodal neuroimaging computing, and also demonstrate how to conduct research using the established neuroimaging computing packages and platforms.
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Affiliation(s)
- Sidong Liu
- School of IT, The University of Sydney, Sydney, Australia.
| | - Weidong Cai
- School of IT, The University of Sydney, Sydney, Australia
| | - Siqi Liu
- School of IT, The University of Sydney, Sydney, Australia
| | - Fan Zhang
- School of IT, The University of Sydney, Sydney, Australia
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
| | - Michael Fulham
- Department of PET and Nuclear Medicine, Royal Prince Alfred Hospital, Sydney Medical School, The University of Sydney, Sydney, Australia
| | - Dagan Feng
- School of IT, The University of Sydney, Sydney, Australia
- Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, China
| | - Sonia Pujol
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
| | - Ron Kikinis
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
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Liu S, Cai W, Liu S, Zhang F, Fulham M, Feng D, Pujol S, Kikinis R. Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders. Brain Inform 2015; 2:167-180. [PMID: 27747507 PMCID: PMC4737664 DOI: 10.1007/s40708-015-0019-x] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2015] [Accepted: 08/08/2015] [Indexed: 12/20/2022] Open
Abstract
Multimodal neuroimaging is increasingly used in neuroscience research, as it overcomes the limitations of individual modalities. One of the most important applications of multimodal neuroimaging is the provision of vital diagnostic data for neuropsychiatric disorders. Multimodal neuroimaging computing enables the visualization and quantitative analysis of the alterations in brain structure and function, and has reshaped how neuroscience research is carried out. Research in this area is growing exponentially, and so it is an appropriate time to review the current and future development of this emerging area. Hence, in this paper, we review the recent advances in multimodal neuroimaging (MRI, PET) and electrophysiological (EEG, MEG) technologies, and their applications to the neuropsychiatric disorders. We also outline some future directions for multimodal neuroimaging where researchers will design more advanced methods and models for neuropsychiatric research.
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Affiliation(s)
- Sidong Liu
- School of IT, The University of Sydney, Sydney, Australia.
| | - Weidong Cai
- School of IT, The University of Sydney, Sydney, Australia
| | - Siqi Liu
- School of IT, The University of Sydney, Sydney, Australia
| | - Fan Zhang
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
| | - Michael Fulham
- Department of PET and Nuclear Medicine, Royal Prince Alfred Hospital, and the Sydney Medical School, The University of Sydney, Sydney, Australia
| | - Dagan Feng
- School of IT, The University of Sydney, Sydney, Australia
- Med-X Research Institute, Shanghai Jiao Tong University, Shanghai, China
| | - Sonia Pujol
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
| | - Ron Kikinis
- Surgical Planning Laboratory, Harvard Medical School, Boston, USA
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Numata S, Kinoshita M, Tajima A, Nishi A, Imoto I, Ohmori T. Evaluation of an association between plasma total homocysteine and schizophrenia by a Mendelian randomization analysis. BMC MEDICAL GENETICS 2015; 16:54. [PMID: 26208850 PMCID: PMC4557634 DOI: 10.1186/s12881-015-0197-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/11/2014] [Accepted: 07/03/2015] [Indexed: 12/17/2022]
Abstract
BACKGROUND The results of meta-analyses conducted by previous association studies between total homocysteine and schizophrenia suggest that an elevated total homocysteine level is a risk factor for schizophrenia. However, observational studies have potential limitations, such as confounding and reverse causation. In the present study, we evaluated a causal relationship between plasma total homocysteine and schizophrenia by conducting a Mendelian randomization analysis. METHODS We used the MTHFR C677T polymorphism as an instrumental variable, which affects the plasma total homocysteine levels. To calculate the risk estimate for the association of this single nucleotide polymorphism (SNP) with schizophrenia, we conducted a meta-analysis of case-control studies that comprise a total of 11,042 patients with schizophrenia and 14,557 control subjects. We obtained an estimate for the association of this SNP with the plasma total homocysteine levels from a meta-analysis of genome-wide association studies comprising 44,147 individuals. RESULTS By combining these two estimates, we demonstrated a significant effect of the plasma total homocysteine on schizophrenia risk, representing an OR of 2.15 (95 % CI = 1.39-3.32; p = 5.3 x 10(-4)) for schizophrenia per 1-SD increase in the natural log-transformed plasma total homocysteine levels. CONCLUSIONS We provided evidence of a causal relationship between the plasma total homocysteine and schizophrenia, and this result will add insight into the pathology and treatment of schizophrenia.
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Affiliation(s)
- Shusuke Numata
- Department of Psychiatry, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15, Kuramoto, Tokushima, 770-8503, Japan.
| | - Makoto Kinoshita
- Department of Psychiatry, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15, Kuramoto, Tokushima, 770-8503, Japan.
| | - Atsushi Tajima
- Department of Bioinformatics and Genomics, Graduate School of Medical Sciences, Kanazawa University, 13-1, Takawamachi, Kanazawa, Ishikawa, 920-8640, Japan.
- Department of Human Genetics, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15, Kuramoto, Tokushima, 770-8503, Japan.
| | - Akira Nishi
- Department of Psychiatry, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15, Kuramoto, Tokushima, 770-8503, Japan.
| | - Issei Imoto
- Department of Human Genetics, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15, Kuramoto, Tokushima, 770-8503, Japan.
| | - Tetsuro Ohmori
- Department of Psychiatry, Institute of Biomedical Sciences, Tokushima University Graduate School, 3-18-15, Kuramoto, Tokushima, 770-8503, Japan.
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Moeller SJ, Beebe-Wang N, Schneider KE, Konova AB, Parvaz MA, Alia-Klein N, Hurd YL, Goldstein RZ. Effects of an opioid (proenkephalin) polymorphism on neural response to errors in health and cocaine use disorder. Behav Brain Res 2015; 293:18-26. [PMID: 26164485 DOI: 10.1016/j.bbr.2015.07.004] [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] [Received: 03/19/2015] [Revised: 06/16/2015] [Accepted: 07/02/2015] [Indexed: 10/23/2022]
Abstract
Chronic exposure to drugs of abuse perturbs the endogenous opioid system, which plays a critical role in the development and maintenance of addictive disorders. Opioid genetics may therefore play an important modulatory role in the expression of substance use disorders, but these genes have not been extensively characterized, especially in humans. In the current imaging genetics study, we investigated a single nucleotide polymorphism (SNP) of the protein-coding proenkephalin gene (PENK: rs2609997, recently shown to be associated with cannabis dependence) in 55 individuals with cocaine use disorder and 37 healthy controls. Analyses tested for PENK associations with fMRI response to error (during a classical color-word Stroop task) and gray matter volume (voxel-based morphometry) as a function of Diagnosis (cocaine, control). Results revealed whole-brain Diagnosis×PENK interactions on the neural response to errors (fMRI error>correct contrast) in the right putamen, left rostral anterior cingulate cortex/medial orbitofrontal cortex, and right inferior frontal gyrus; there was also a significant Diagnosis×PENK interaction on right inferior frontal gyrus gray matter volume. These interactions were driven by differences between individuals with cocaine use disorders and controls that were accentuated in individuals carrying the higher-risk PENK C-allele. Taken together, the PENK polymorphism-and potentially opioid neurotransmission more generally-modulates functioning and structural integrity of brain regions previously implicated in error-related processing. PENK could potentially render a subgroup of individuals with cocaine use disorder (i.e., C-allele carriers) more sensitive to mistakes or other related challenges; in future studies, these results could contribute to the development of individualized genetics-informed treatments.
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Affiliation(s)
- Scott J Moeller
- Departments of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | | | - Kristin E Schneider
- Departments of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Anna B Konova
- Center for Neural Science, New York University, New York, NY 10003, USA
| | - Muhammad A Parvaz
- Departments of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Nelly Alia-Klein
- Departments of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yasmin L Hurd
- Departments of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Pharmacology & Systems Therapeutics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Rita Z Goldstein
- Departments of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
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Sebastian A, Jung P, Krause-Utz A, Lieb K, Schmahl C, Tüscher O. Frontal dysfunctions of impulse control - a systematic review in borderline personality disorder and attention-deficit/hyperactivity disorder. Front Hum Neurosci 2014; 8:698. [PMID: 25232313 PMCID: PMC4153044 DOI: 10.3389/fnhum.2014.00698] [Citation(s) in RCA: 99] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2014] [Accepted: 08/20/2014] [Indexed: 12/20/2022] Open
Abstract
Disorders such as borderline personality disorder (BPD) or attention-deficit/hyperactivity disorder (ADHD) are characterized by impulsive behaviors. Impulsivity as used in clinical terms is very broadly defined and entails different categories including personality traits as well as different cognitive functions such as emotion regulation or interference resolution and impulse control. Impulse control as an executive function, however, is neither cognitively nor neurobehaviorally a unitary function. Recent findings from behavioral and cognitive neuroscience studies suggest related but dissociable components of impulse control along functional domains like selective attention, response selection, motivational control, and behavioral inhibition. In addition, behavioral and neural dissociations are seen for proactive vs. reactive inhibitory motor control. The prefrontal cortex with its sub-regions is the central structure in executing these impulse control functions. Based on these concepts of impulse control, neurobehavioral findings of studies in BPD and ADHD were reviewed and systematically compared. Overall, patients with BPD exhibited prefrontal dysfunctions across impulse control components rather in orbitofrontal, dorsomedial, and dorsolateral prefrontal regions, whereas patients with ADHD displayed disturbed activity mainly in ventrolateral and medial prefrontal regions. Prefrontal dysfunctions, however, varied depending on the impulse control component and from disorder to disorder. This suggests a dissociation of impulse control related frontal dysfunctions in BPD and ADHD, although only few studies are hitherto available to assess frontal dysfunctions along different impulse control components in direct comparison of these disorders. Yet, these findings might serve as a hypothesis for the future systematic assessment of impulse control components to understand differences and commonalities of prefrontal cortex dysfunction in impulsive disorders.
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Affiliation(s)
- Alexandra Sebastian
- Emotion Regulation and Impulse Control Group, Focus Program Translational Neuroscience, Department of Psychiatry and Psychotherapy, Johannes Gutenberg-University , Mainz , Germany
| | - Patrick Jung
- Emotion Regulation and Impulse Control Group, Focus Program Translational Neuroscience, Department of Psychiatry and Psychotherapy, Johannes Gutenberg-University , Mainz , Germany
| | - Annegret Krause-Utz
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University , Mannheim , Germany
| | - Klaus Lieb
- Emotion Regulation and Impulse Control Group, Focus Program Translational Neuroscience, Department of Psychiatry and Psychotherapy, Johannes Gutenberg-University , Mainz , Germany
| | - Christian Schmahl
- Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim, Heidelberg University , Mannheim , Germany
| | - Oliver Tüscher
- Emotion Regulation and Impulse Control Group, Focus Program Translational Neuroscience, Department of Psychiatry and Psychotherapy, Johannes Gutenberg-University , Mainz , Germany ; Department of Neurology, Albert-Ludwigs-University Medical Center , Freiburg , Germany
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