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Sulkava S, Haukka J, Kaivola K, Doagu F, Lahtinen A, Kantojärvi K, Pärn K, Palta P, Myllykangas L, Sulkava R, Laatikainen T, Tienari PJ, Paunio T. Job-related exhaustion risk variant in UST is associated with dementia and DNA methylation. Sci Rep 2024; 14:13668. [PMID: 38871764 PMCID: PMC11176189 DOI: 10.1038/s41598-024-62600-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 05/20/2024] [Indexed: 06/15/2024] Open
Abstract
Previous genome-wide association and replication study for job-related exhaustion indicated a risk variant, rs13219957 in the UST gene. Epidemiological studies suggest connection of stress-related conditions and dementia risk. Therefore, we first studied association of rs13219957 and register-based incident dementia using survival models in the Finnish National FINRISK study surveys (N = 26,693). The AA genotype of rs13219957 was significantly associated with 40% increased risk of all-cause dementia. Then we analysed the UST locus association with brain pathology in the Vantaa 85+ cohort and found association with tau pathology (Braak stage) but not with amyloid pathology. Finally, in the functional analyses, rs13219957 showed a highly significant association with two DNA methylation sites of UST, and UST expression. Thus, the results suggest a common risk variant for a stress-related condition and dementia. Mechanisms to mediate the connection may include differential DNA methylation and transcriptional regulation of UST.
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Affiliation(s)
- Sonja Sulkava
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland.
- Department of Psychiatry and SleepWell Research Program, Faculty of Medicine, Helsinki University Central Hospital, University of Helsinki , Helsinki, Finland.
- Department of Clinical Genetics, Helsinki University Hospital, Helsinki, Finland.
| | - Jari Haukka
- Department of Public Health, University of Helsinki, Helsinki, Finland
| | - Karri Kaivola
- Translational Immunology Program, Department of Neurology, Brain Centre, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Fatma Doagu
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
- Department of Psychiatry and SleepWell Research Program, Faculty of Medicine, Helsinki University Central Hospital, University of Helsinki , Helsinki, Finland
- Neuroscience Center, Helsinki Institute of Life Sciences, University of Helsinki, Helsinki, Finland
| | - Alexandra Lahtinen
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
- Department of Psychiatry and SleepWell Research Program, Faculty of Medicine, Helsinki University Central Hospital, University of Helsinki , Helsinki, Finland
- Research Program in Systems Oncology, Research Programs Unit, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Katri Kantojärvi
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
- Department of Psychiatry and SleepWell Research Program, Faculty of Medicine, Helsinki University Central Hospital, University of Helsinki , Helsinki, Finland
| | - Kalle Pärn
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Priit Palta
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
- Institute of Genomics, University of Tartu, Tartu, Estonia
| | - Liisa Myllykangas
- Department of Pathology, University of Helsinki and HUSLAB, Helsinki University Hospital, Helsinki, Finland
| | - Raimo Sulkava
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
- Amia Memory Clinics, Helsinki, Finland
| | - Tiina Laatikainen
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
- Institute of Public Health and Clinical Nutrition, University of Eastern Finland, Kuopio, Finland
- Joint Municipal Authority for North Karelia Social and Health Services (Siun Sote), Joensuu, Finland
| | - Pentti J Tienari
- Translational Immunology Program, Department of Neurology, Brain Centre, Helsinki University Hospital, University of Helsinki, Helsinki, Finland
| | - Tiina Paunio
- Department of Public Health and Welfare, Finnish Institute for Health and Welfare, Helsinki, Finland
- Department of Psychiatry and SleepWell Research Program, Faculty of Medicine, Helsinki University Central Hospital, University of Helsinki , Helsinki, Finland
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Shang Y, Su Q, Ma R, Chen M, Zhao Z, Yao C, Han L, Yao Z, Hu B. Functional Connectome Hierarchy Distortions in Female Nurses With Occupational Burnout and Its Gene Expression Signatures. J Magn Reson Imaging 2024; 59:2124-2136. [PMID: 37728385 DOI: 10.1002/jmri.28985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 08/13/2023] [Accepted: 08/14/2023] [Indexed: 09/21/2023] Open
Abstract
BACKGROUND Burnout has become a serious public health issue worldwide, particularly during the COVID-19 pandemic. Functional connectome impairments associated with occupational burnout were widely distributed, involving both low-level sensorimotor cortices and high-level association cortices. PURPOSE To investigate whether there are hierarchical perturbations in the functional connectomes and if these perturbations are potentially influenced by genetic factors in nurses who feel "burned out." STUDY TYPE Prospective, case control. POPULATION Thirty-three female nurses with occupational burnout (aged 27-40, 32.42 ± 3.37) and 32 matched nurses who were not feeling burned out (aged 27-42, 32.50 ± 4.21). FIELD STRENGTH/SEQUENCE 3.0 T, gradient-echo echo-planar imaging sequence (GE-EPI). ASSESSMENT Gradient-based techniques were used to depict the perturbations in the multi-dimensional hierarchical structure of the macroscale connectome. Gene expression data were acquired from the Allen Human Brain Atlas. STATISTICAL TESTS Cortex-wide multivariate analyses were used for between-group differences in gradients as well as association analyses between the hierarchy distortions and the MBI score (FDR corrected). Partial least squares, spin test and bootstrapping were utilized together to select the gene sets (FDR corrected). Gene enrichment analyses (GO, KEGG and cell-type) were further performed. Significance level: P < 0.05. RESULTS There were significant gradient distortions, with strong between-group effects in the somatosensory network and moderate effects in the higher-order default-mode network, which were significantly correlated with the gene expression profiles (r = 0.3171). The most related genes were broadly involved in the cellular response to minerals, neuronal plasticity, and the circadian rhythm pathway (q value < 0.01). Significant enrichments were found in excitatory (r = 0.2588), inhibitory neurons (r = 0.2610), and astrocytes cells (r = 0.2633). Regions affected by burnout severity were mainly distributed in the association and visual cortices. DATA CONCLUSION By connecting in vivo imaging to genes, cell classes, and clinical data, this study provides a framework to understand functional impairments in occupational burnout and how the microscopic genetic architecture drive macroscopic distortions. EVIDENCE LEVEL 1 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Yingying Shang
- Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu Province, China
| | - Qian Su
- Department of Nursing, Gansu Provincial Hospital, Lanzhou, Gansu Province, China
- The First Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
| | - Rong Ma
- Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu Province, China
| | - Miao Chen
- Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu Province, China
| | - Ziyang Zhao
- Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu Province, China
| | - Chaofan Yao
- Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu Province, China
| | - Lin Han
- Department of Nursing, Gansu Provincial Hospital, Lanzhou, Gansu Province, China
- The First Clinical Medical School, Lanzhou University, Lanzhou, Gansu Province, China
- School of Nursing, Lanzhou University, Lanzhou, Gansu Province, China
| | - Zhijun Yao
- Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu Province, China
| | - Bin Hu
- Gansu Provincial Key Laboratory of Wearable Computing, School of Information Science and Engineering, Lanzhou University, Lanzhou, Gansu Province, China
- Joint Research Center for Cognitive Neurosensor Technology of Lanzhou University & Institute of Semiconductors, Chinese Academy of Sciences, Lanzhou, Gansu Province, China
- Engineering Research Center of Open Source Software and Real-Time System (Lanzhou University), Ministry of Education, Lanzhou, Gansu Province, China
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Nishimoto D, Kodama S, Shimoshikiryo I, Ibusuki R, Nerome Y, Takezaki T, Nishio I. Association Between Nursing Discussions, Resilience, Workplace Social Support and Burnout: A Quantitative Study in Japan. Yonago Acta Med 2023; 66:355-364. [PMID: 37621976 PMCID: PMC10444590 DOI: 10.33160/yam.2023.08.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 07/11/2023] [Indexed: 08/26/2023]
Abstract
Background Although it is known that resilience is negatively associated with burnout, and that certain interventions can effectively increase resilience, little is known about online resilience-enhancing interventions during the COVID-19 crisis. The aim of this study was to identify the association between an online resilience-enhancing intervention and workplace social support, and burnout among nurses working in the mainland and remote islands of Japan during the COVID-19 crisis. Methods Pretest-posttest was conducted between April 2020 and February 2021, and the questionnaire survey included the bidimensional resilience scale, the Japanese version of Pine's Burnout Measure, and the workplace social support scale. Changes in burnout, resilience, and social support and the associations with nursing discussions as intervention were analyzed. Participants were 98 Nurses with 1 to 10 years of experience from Japan's mainland and remote island hospitals of Kagoshima Prefecture participated in a baseline survey in April 2020. Of these, 76 participated in a secondary survey in September 2020, and 69 participated in the intervention program and a third survey in February 2021. The online intervention over Zoom consisted of small-group nursing discussions based on the broaden-and-build theory. Results Changes in burnout showed a significant negative association with change in workplace social support (Coef. = -0.019, 95% CI -0.035- -0.003), as did the interaction between change in acquired resilience and intervention (Coef. = -0.088, 95% CI -0.164- -0.011). Conclusion Change in workplace social support was significantly negatively associated with changes in burnout, as was the interaction of intervention and acquired resilience. Promotion of this intervention and making workplace social support more accessible may contribute to reduce burnout in nurses.
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Affiliation(s)
- Daisaku Nishimoto
- Department of Nursing, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima 890-8544, Japan
- Department of Epidemiology and Preventive Medicine, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima 890-8544, Japan
| | - Shimpei Kodama
- Department of Nursing, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima 890-8544, Japan
| | - Ippei Shimoshikiryo
- Department of Epidemiology and Preventive Medicine, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima 890-8544, Japan
- Environmental Epidemiology Section, Health and Environmental Risk Division, National Institute for Environmental Studies, Tsukuba 305-8506, Japan
| | - Rie Ibusuki
- Department of Community-Based Medicine, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima 890-8544, Japan
| | - Yasuhito Nerome
- Department of Nursing, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima 890-8544, Japan
| | - Toshiro Takezaki
- Community Medicine Support Center, Kagoshima University Hospital, Kagoshima 890-8520, Japan
| | - Ikuko Nishio
- Department of Nursing, School of Health Sciences, Faculty of Medicine, Kagoshima University, Kagoshima 890-8544, Japan
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Lam LT, Lam MK, Reddy P, Wong P. Factors Associated with Work-Related Burnout among Corporate Employees Amidst COVID-19 Pandemic. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:1295. [PMID: 35162319 PMCID: PMC8835145 DOI: 10.3390/ijerph19031295] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 01/20/2022] [Accepted: 01/21/2022] [Indexed: 12/04/2022]
Abstract
Work-related burnout is common and has detrimental effects on employees in many industries. The current study aims to examine both environmental and personal factors that are associated with work-related burnout in a population of corporate employees who managed to retain their jobs amidst the global COVID-19 pandemic crisis. This cross-sectional survey served as the baseline data collection of a phase III wait-listed cluster randomised controlled trial (CRCT) of an intervention program on mental well-being at the workplace. Participants were recruited from six large-size corporations. Work-related burnout was assessed by the Maslach Burnout Inventory (MBI), and the Moos Work Environment Scale (WES) was used for evaluating the workers' perspective on the workplace. Information was also collected on demographics and health behaviours. Burnout in this sample was prevalent with 60% of participants rated at a moderate to a high level on emotional exhaustion. Results from the multiple linear regression analyses suggested that different factors were related to different components of burnout. For example, age, work involvement, co-worker cohesion, and work pressure were associated with emotional exhaustion and depersonalisation while others were related to professional accomplishment. The overall results suggested that the work environment is of influential importance to the burnout of employees. However, although the study was conducted during the peak of the COVID-19 pandemic, the factors identified as relating to workplace burnout do not differ much from those identified in a crisis time. Implications of the results were discussed.
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Affiliation(s)
- Lawrence T Lam
- Tung Wah College, Hong Kong, China
- Faculty of Health, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Mary K Lam
- Department of Health and Biomedical Sciences, RMIT University, Melbourne, VIC 3083, Australia;
| | - Prasuna Reddy
- Faculty of Science, Engineering and Technology, Swinburne University, Hawthorn, VIC 3122, Australia;
| | - Prudence Wong
- Mental Health Association Hong Kong, Hong Kong, China;
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Jia H, He M, Zhang X, Li Y, He SC, Zhang XY. The relationship between job stress and job burnout moderated by BDNF rs6265 polymorphism. Psychopharmacology (Berl) 2021; 238:2963-2971. [PMID: 34245319 DOI: 10.1007/s00213-021-05911-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 06/24/2021] [Indexed: 02/07/2023]
Abstract
RATIONALE Job stress can lead to job burnout, and BDNF polymorphism has been found to be involved in its psychopathological mechanism. Research needs a better understanding of the important role of gene × environment (i.e., BDNF polymorphism × job stress) interaction on job burnout. OBJECTIVE This study aimed to explore how BDNF rs6265 polymorphism may moderate the relationship between job stress and job burnout. METHODS Three hundred forty-one healthy participants (187 males and 154 females) from a Chinese university were included. The present study used a standardized questionnaire including demographic characteristics, job stress assessed by the House and Rizzo's Work Stress Scale, and job burnout assessed by the Maslach Burnout Inventory-General Survey. The BDNF rs6265 polymorphism was genotyped. RESULTS Job stress showed a positive correlation with emotional exhaustion (p < 0.001), cynicism (p < 0.001), and reduced personal accomplishment (p < 0.01). The main effects of BDNF rs6265 polymorphism on emotional exhaustion and cynicism were significant [F(1,333) = 5.136, p = 0.024; F(1,333) = 4.175, p = 0.042, respectively]. The interaction between job stress and BDNF rs6265 on cynicism was significant (△ R2 = 0.013, p = 0.014) after controlling for age, sex, education, and position, indicating that individuals with BDNF rs6265 TT genotype showed higher level of cynicism when in high job stress. CONCLUSIONS The results provided evidence for the association of BDNF gene rs6265 polymorphism, job stress, and their interaction with job burnout. Individuals with TT genotype in BDNF rs6265 might be susceptible to stressful situations, which would lead to cynicism.
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Affiliation(s)
- Haiying Jia
- Special Service Personnel Health Management Department, PLA Strategic Support Force Characteristic Medical Center, 9 Anxiang Beili, Chaoyang District, Beijing, 100101, China
| | - Mingwei He
- Beijing Anzhen Hospital, Capital Medical University, 2 Anzhen Road, Chaoyang District, Beijing, 100029, China
| | - Xiaoyue Zhang
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, 5 Yiheyuan Road, Haidian District, Beijing, 100871, China
| | - Yuling Li
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, 5 Yiheyuan Road, Haidian District, Beijing, 100871, China
| | - Shu-Chang He
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, 5 Yiheyuan Road, Haidian District, Beijing, 100871, China.
| | - Xiang-Yang Zhang
- Institute of Psychology, Chinese Academy of Sciences, 16 Lincui Road, Chaoyang District, Beijing, 100101, China.
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He SC, Wu S, Du XD, Jia Q, Wang C, Wu F, Ning Y, Wang D, Wang L, Zhang XY. Interactive effects of corticotropin-releasing hormone receptor 1 gene and work stress on burnout in medical professionals in a Chinese Han population. J Affect Disord 2019; 252:1-8. [PMID: 30953926 DOI: 10.1016/j.jad.2019.03.084] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2018] [Revised: 03/26/2019] [Accepted: 03/29/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND Burnout is a worked-related stress syndrome caused by long-term exposure to a stressful environment. Dysregulation of the hypothalamic- pituitary- adrenal (HPA) axis may be involved in both stress and burnout; an evaluation of genetic polymorphisms which alter activity in the HPA may be predictive of how likely an environment is to produce burnout. METHODS Using a cross-sectional design, this study examined whether corticotrophin-releasing hormone receptor 1 (CRHR1) gene polymorphism rs110402 is a risk factor for burnout; further, it explores whether the interaction of stress × CRHR1 gene predicts burnout in the healthcare workers in a Chinese Han population. House and Rizzo's work stress scale, Sources of Pressure Scale and Maslach Burnout Inventory-General Survey were administered to 712 participants from a large general hospital in Beijing. The CRHR1 rs110402 polymorphism was genotyped in 376 participants. RESULTS Our results showed significant positive inter-correlations between stressor, work stress and depressive scores (all p < 0.001) with only one exception. Males, younger age and higher educational level were associated with burnout (all p < 0.05). The presence of the CRHR1 rs110402 genotype was not correlated with the presence of job stress or burnout. However, we found statistically significant interaction between CRHR1 rs110402 and job stress on burnout (p < 0.05). Individuals homozygous for the A allele reported significantly higher emotional exhaustion than G allele carriers in the high stress group. LIMITATIONS The sample was only chosen from the medical professions, and the sample size was relatively small. Only one polymorphism in CRHR1 gene was analyzed, while only about half of the total individuals were genotyped. CONCLUSIONS Our results suggest a close relationship between work-related stress and burnout and that the A allele of the CRHR1 rs110402 polymorphism may enhance feelings of emotional exhaustion when experiencing work-related stress.
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Affiliation(s)
- Shu-Chang He
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing 100871, China.
| | - Shuang Wu
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing 100871, China
| | - Xiang-Dong Du
- Suzhou Psychiatric Hospital, The Affiliated Guangji Hospital of Soochow University, Jiangsu, China
| | - Qiufang Jia
- Suzhou Psychiatric Hospital, The Affiliated Guangji Hospital of Soochow University, Jiangsu, China
| | - Chao Wang
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing 100871, China
| | - Fengchun Wu
- The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, China
| | - Yuping Ning
- The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, China
| | - Dongmei Wang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Science, Beijing, China
| | - Li Wang
- CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Science, Beijing, China
| | - Xiang Yang Zhang
- The Affiliated Brain Hospital of Guangzhou Medical University (Guangzhou Huiai Hospital), Guangzhou, China; CAS Key Laboratory of Mental Health, Institute of Psychology, Chinese Academy of Science, Beijing, China.
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Cao Z, Wu S, Wang C, Wang L, Soares JC, He SC, Zhang XY. Serotonin transporter gene (5-HTT) rs6354 polymorphism, job-related stress, and their interaction in burnout in healthcare workers in a Chinese hospital. Psychopharmacology (Berl) 2018; 235:3125-3135. [PMID: 30182251 DOI: 10.1007/s00213-018-5009-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 08/20/2018] [Indexed: 12/26/2022]
Abstract
OBJECTIVE Many studies have reported that long-term exposure to job-related stress can lead to burnout, which may be influenced by genetic and environmental factors. Burnout correlates with depression. This study investigated whether one tag polymorphism rs6354 in 5-HTT gene modulated the influence of job-related stress on burnout in the medical professionals in a Chinese Han population, which to our best knowledge has not been explored. METHODS Seven hundred twelve subjects were recruited from a general hospital and measured for burnout symptoms using the Maslach Burnout Inventory (MBI), the stress using the House and Rizzo's Work Stress Scale, and the stressors using the Evers, Frese, and Cooper's Sources of Pressure Scale. The 5-HTT rs6354 polymorphism was genotyped in 376 subjects. RESULTS The majority of correlations between the work stress score or the six stressor scores and three burnout subscores were significant (all p < 0.05). There was no significant main effect of the 5-HTT rs6354 genotype on burnout symptoms; however, there was a statistically significant interaction between 5-HTT rs6354 and work stress on burnout (F = 5.08, df = 2, 369, p = 0.007). In the low stress group, G allele carriers had significantly higher burnout level than TT homozygote (F = 11.60, df = 1, 48, p < 0.001). On the contrary, in the high stress group, G allele carriers exhibited significantly lower burnout level compared to TT homozygote (F = 3.86, df = 1, 103, p = 0.025). CONCLUSIONS Our findings suggest that the 5-HTT rs6354 polymorphism may modulate the influence of job-related stress on burnout by adjusting serotonin transporter function and neurotransmission, showing that individuals with TT genotype displayed a greater susceptibility to both the detrimental effects of higher stress and the beneficial effects of lower stress compared to those with G allele, which supports the differential-susceptibility hypothesis.
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Affiliation(s)
- Zeyuan Cao
- Department of Biochemistry, Brandeis University, Waltham, MA, USA
| | - Shuang Wu
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, 100871, China
| | - Chao Wang
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, 100871, China
| | - Li Wang
- Institute of Psychology, Chinese Academy of Sciences, 16 Lincui Road, Chaoyang District, Beijing, 100101, China
| | - Jair C Soares
- Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, 1941 East Road, Houston, 77054, Texas, USA
| | - Shu-Chang He
- School of Psychological and Cognitive Sciences and Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing, 100871, China.
| | - Xiang Yang Zhang
- Institute of Psychology, Chinese Academy of Sciences, 16 Lincui Road, Chaoyang District, Beijing, 100101, China. .,Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, 1941 East Road, Houston, 77054, Texas, USA.
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Penz M, Wekenborg MK, Pieper L, Beesdo-Baum K, Walther A, Miller R, Stalder T, Kirschbaum C. The Dresden Burnout Study: Protocol of a prospective cohort study for the bio-psychological investigation of burnout. Int J Methods Psychiatr Res 2018; 27:e1613. [PMID: 29611872 PMCID: PMC6877172 DOI: 10.1002/mpr.1613] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2017] [Revised: 12/21/2017] [Accepted: 01/23/2018] [Indexed: 01/07/2023] Open
Abstract
OBJECTIVES The Dresden Burnout Study (DBS) is a 12-year longitudinal cohort study that aims to provide a description of the burnout syndrome on the basis of time and symptom criteria with a special focus on the search for biomarkers. Biological and psychosocial approaches are applied to examine the long-term course and consequences of burnout within a population-based German-speaking sample aged 18 to 68 years. METHODS Demographics and psychosocial data are generated by online assessments, including demographics and questionnaires on burnout, burnout-related constructs, work-environment, and health-related factors. The lab-based biomarker assessment includes endocrine, physiological, immunological, and epigenetic markers obtained from blood and hair samples. In addition, heart rate variability is also measured repeatedly. Within the first 2 years, the DBS collected psychosocial data from over 7,600 participants with biological data obtained from more than 800 individuals. During the following 10 years, detailed assessments of biomarkers and psychosocial factors will be collected in annual study waves. RESULTS Results will be generated during the following decade. CONCLUSION The findings of the DBS are expected to pave the road for an in-depth biopsychosocial characterization of burnout and to give insight into the long-term course and potential mental and physical health consequences of the burnout syndrome.
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Affiliation(s)
- Marlene Penz
- Institute of Biological Psychology, Technische Universität Dresden, Dresden, Germany
| | - Magdalena K Wekenborg
- Institute of Biological Psychology, Technische Universität Dresden, Dresden, Germany
| | - Lars Pieper
- Institute of Clinical Psychology and Psychotherapy, Behavioral Epidemiology, Center for Clinical Epidemiology and Longitudinal Studies, Technische Universität Dresden, Dresden, Germany
| | - Katja Beesdo-Baum
- Institute of Clinical Psychology and Psychotherapy, Behavioral Epidemiology, Center for Clinical Epidemiology and Longitudinal Studies, Technische Universität Dresden, Dresden, Germany
| | - Andreas Walther
- Institute of Biological Psychology, Technische Universität Dresden, Dresden, Germany
| | - Robert Miller
- Institute of Biological Psychology, Technische Universität Dresden, Dresden, Germany
| | - Tobias Stalder
- Institute of Biological Psychology, Technische Universität Dresden, Dresden, Germany.,Clinical Psychology, University of Siegen, Siegen, Germany
| | - Clemens Kirschbaum
- Institute of Biological Psychology, Technische Universität Dresden, Dresden, Germany
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Sulkava S, Ollila HM, Alasaari J, Puttonen S, Härmä M, Viitasalo K, Lahtinen A, Lindström J, Toivola A, Sulkava R, Kivimäki M, Vahtera J, Partonen T, Silander K, Porkka-Heiskanen T, Paunio T. Common Genetic Variation Near Melatonin Receptor 1A Gene Linked to Job-Related Exhaustion in Shift Workers. Sleep 2017; 40:2980926. [PMID: 28364478 PMCID: PMC5806557 DOI: 10.1093/sleep/zsw011] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Study Objectives Tolerance to shift work varies; only some shift workers suffer from disturbed sleep, fatigue, and job-related exhaustion. Our aim was to explore molecular genetic risk factors for intolerance to shift work. Methods We assessed intolerance to shift work with job-related exhaustion symptoms in shift workers using the emotional exhaustion subscale of the Maslach Burnout Inventory-General Survey, and carried out a genome-wide association study (GWAS) using Illumina's Human610-Quad BeadChip (n = 176). The most significant findings were further studied in three groups of Finnish shift workers (n = 577). We assessed methylation in blood cells with the Illumina HumanMethylation450K BeadChip, and examined gene expression levels in the publicly available eGWAS Mayo data. Results The second strongest signal identified in the GWAS (p = 2.3 × 10E-6) was replicated in two of the replication studies with p < .05 (p = 2.0 × 10E-4 when combining the replication studies) and indicated an association of job-related exhaustion in shift workers with rs12506228, located downstream of the melatonin receptor 1A gene (MTNR1A). The risk allele was also associated with reduced in silico gene expression levels of MTNR1A in brain tissue and suggestively associated with changes in DNA methylation in the 5' regulatory region of MTNR1A. Conclusions These findings suggest that a variant near MTNR1A may be associated with job-related exhaustion in shift workers. The risk variant may exert its effect via epigenetic mechanisms, potentially leading to reduced melatonin signaling in the brain. These results could indicate a link between melatonin signaling, a key circadian regulatory mechanism, and tolerance to shift work.
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Affiliation(s)
- Sonja Sulkava
- Department of Health, Genomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, Finland.,Department of Psychiatry, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Hanna M Ollila
- Department of Health, Genomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, Finland.,Department of Psychiatry, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland.,The Stanford Center for Sleep Sciences, Stanford University, Palo Alto, CA
| | - Jukka Alasaari
- Department of Health, Genomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, Finland.,Department of Psychiatry, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Sampsa Puttonen
- Modern Work and Leadership, Finnish Institute of Occupational Health, Helsinki, Finland
| | - Mikko Härmä
- Modern Work and Leadership, Finnish Institute of Occupational Health, Helsinki, Finland
| | | | - Alexandra Lahtinen
- Department of Health, Genomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, Finland.,Department of Psychiatry, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
| | - Jaana Lindström
- Department of Health, Chronic Disease Prevention Unit, National Institute for Health and Welfare, Helsinki, Finland
| | - Auli Toivola
- Department of Health, Genomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, Finland
| | - Raimo Sulkava
- Unit of Geriatrics, University of Eastern Finland, Kuopio, Finland
| | - Mika Kivimäki
- Modern Work and Leadership, Finnish Institute of Occupational Health, Helsinki, Finland.,Department of Epidemiology and Public Health, University College London, London, UK
| | - Jussi Vahtera
- Department of Public Health, University of Turku and Turku University Hospital, Turku, Finland
| | - Timo Partonen
- Department of Health, Mental Health Unit, National Institute for Health and Welfare, Helsinki, Finland
| | - Kaisa Silander
- Department of Health, Genomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, Finland
| | | | - Tiina Paunio
- Department of Health, Genomics and Biomarkers Unit, National Institute for Health and Welfare, Helsinki, Finland.,Department of Psychiatry, University of Helsinki and Helsinki University Central Hospital, Helsinki, Finland
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10
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Kim DS, Jackson AU, Li YK, Stringham HM, Kuusisto J, Kangas AJ, Soininen P, Ala-Korpela M, Burant CF, Salomaa V, Boehnke M, Laakso M, Speliotes EK. Novel association of TM6SF2 rs58542926 genotype with increased serum tyrosine levels and decreased apoB-100 particles in Finns. J Lipid Res 2017; 58:1471-1481. [PMID: 28539357 PMCID: PMC5496043 DOI: 10.1194/jlr.p076034] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 05/12/2017] [Indexed: 02/06/2023] Open
Abstract
A glutamate-to-lysine variant (rs58542926-T) in transmembrane 6 superfamily member 2 (TM6SF2) is associated with increased fatty liver disease and diabetes in conjunction with decreased cardiovascular disease risk. To identify mediators of the effects of TM6SF2, we tested for associations between rs58542926-T and serum lipoprotein/metabolite measures in cross-sectional data from nondiabetic statin-naïve participants. We identified independent associations between rs58542926-T and apoB-100 particles (β = -0.057 g/l, P = 1.99 × 10-14) and tyrosine levels (β = 0.0020 mmol/l, P = 1.10 × 10-8), controlling for potential confounders, in 6,929 Finnish men. The association between rs58542926-T and apoB-100 was confirmed in an independent sample of 2,196 Finnish individuals from the FINRISK study (βreplication = -0.029, Preplication = 0.029). Secondary analyses demonstrated an rs58542926-T dose-dependent decrease in particle concentration, cholesterol, and triglyceride (TG) content for VLDL and LDL particles (P < 0.001 for all). No significant associations between rs58542926-T and HDL measures were observed. TM6SF2 SNP rs58542926-T and tyrosine levels were associated with increased incident T2D risk in both METSIM and FINRISK. Decreased liver production/secretion of VLDL, decreased cholesterol and TGs in VLDL/LDL particles in serum, and increased tyrosine levels identify possible mechanisms by which rs58542926-T exerts its effects on increasing risk of fatty liver disease, decreasing cardiovascular disease, and increasing diabetes risk, respectively.
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Affiliation(s)
- Daniel Seung Kim
- Department of Biostatistics and Center for Statistical Genetics,University of Michigan, Ann Arbor, MI
| | - Anne U. Jackson
- Department of Biostatistics and Center for Statistical Genetics,University of Michigan, Ann Arbor, MI
| | - Yatong K. Li
- Department of Biostatistics and Center for Statistical Genetics,University of Michigan, Ann Arbor, MI
| | - Heather M. Stringham
- Department of Biostatistics and Center for Statistical Genetics,University of Michigan, Ann Arbor, MI
| | - FinMetSeq Investigators
- Department of Biostatistics and Center for Statistical Genetics,University of Michigan, Ann Arbor, MI
- Division of Metabolism, Endocrinology, and Diabetes, Department of Medicine,University of Michigan, Ann Arbor, MI
- Center for Computational Medicine and Bioinformatics,University of Michigan, Ann Arbor, MI
- Division of Gastroenterology, Department of Medicine,University of Michigan, Ann Arbor, MI
- Institute of Clinical Medicine, Internal Medicine,University of Eastern Finland, Kuopio, Finland
- Nuclear Magnetic Resonance Metabolomics Laboratory, School of Pharmacy,University of Eastern Finland, Kuopio, Finland
- Department of Medicine,Kuopio University Hospital, Kuopio, Finland
- Computational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland
- Computational Medicine, School of Social and Community Medicine and Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
- National Institute for Health and Welfare, Helsinki, Finland
| | - Johanna Kuusisto
- Institute of Clinical Medicine, Internal Medicine,University of Eastern Finland, Kuopio, Finland
- Department of Medicine,Kuopio University Hospital, Kuopio, Finland
| | - Antti J. Kangas
- Computational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland
| | - Pasi Soininen
- Nuclear Magnetic Resonance Metabolomics Laboratory, School of Pharmacy,University of Eastern Finland, Kuopio, Finland
- Computational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland
| | - Mika Ala-Korpela
- Nuclear Magnetic Resonance Metabolomics Laboratory, School of Pharmacy,University of Eastern Finland, Kuopio, Finland
- Computational Medicine, Faculty of Medicine, University of Oulu and Biocenter Oulu, Oulu, Finland
- Computational Medicine, School of Social and Community Medicine and Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
| | - Charles F. Burant
- Division of Metabolism, Endocrinology, and Diabetes, Department of Medicine,University of Michigan, Ann Arbor, MI
- Center for Computational Medicine and Bioinformatics,University of Michigan, Ann Arbor, MI
| | - Veikko Salomaa
- National Institute for Health and Welfare, Helsinki, Finland
| | - Michael Boehnke
- Department of Biostatistics and Center for Statistical Genetics,University of Michigan, Ann Arbor, MI
| | - Markku Laakso
- Institute of Clinical Medicine, Internal Medicine,University of Eastern Finland, Kuopio, Finland
- Department of Medicine,Kuopio University Hospital, Kuopio, Finland
| | - Elizabeth K. Speliotes
- Center for Computational Medicine and Bioinformatics,University of Michigan, Ann Arbor, MI
- Division of Gastroenterology, Department of Medicine,University of Michigan, Ann Arbor, MI
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11
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Svedberg P, Hallsten L, Narusyte J, Bodin L, Blom V. Genetic and environmental influences on the association between performance-based self-esteem and exhaustion: A study of the self-worth notion of burnout. Scand J Psychol 2016; 57:419-26. [DOI: 10.1111/sjop.12309] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2015] [Accepted: 05/24/2016] [Indexed: 11/26/2022]
Affiliation(s)
- Pia Svedberg
- Division of Insurance Medicine; Department of Clinical Neuroscience; Karolinska Institutet; Stockholm Sweden
| | - Lennart Hallsten
- Division of Insurance Medicine; Department of Clinical Neuroscience; Karolinska Institutet; Stockholm Sweden
| | - Jurgita Narusyte
- Division of Insurance Medicine; Department of Clinical Neuroscience; Karolinska Institutet; Stockholm Sweden
| | - Lennart Bodin
- Division of Intervention and Implementation Research; Institute of Environmental Medicine; Karolinska Institutet; Stockholm Sweden
| | - Victoria Blom
- Division of Insurance Medicine; Department of Clinical Neuroscience; Karolinska Institutet; Stockholm Sweden
- The Swedish School of Sport and Health Sciences; Stockholm Sweden
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12
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Bono RS, Kendler KS, Barnes AJ. All in the Family? A Twin-Based Analysis of Associations Between Occupational Risk Factors, Drinking, and Tobacco Use in Employed Men. Alcohol Clin Exp Res 2016; 40:1136-47. [PMID: 27061186 DOI: 10.1111/acer.13057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2015] [Accepted: 02/29/2016] [Indexed: 11/30/2022]
Abstract
BACKGROUND Employment-related substance use can negatively affect both workplace and worker. Relationships between workplace characteristics and substance use may be explained by genetic and environmental effects; this research uses a co-twin control (discordant twin) design to disentangle these influences. METHODS This study compared population-level to discordant twin pair relationships to analyze the genetic and environmental influences of work-related risks on substance use in N = 2,138 dizygotic and monozygotic male twins from the Virginia Adult Twin Study of Psychiatric and Substance Use Disorders. Negative binomial and logistic regressions were fit to predict differences in the frequency of drinking, typical and maximum number of drinks, the number of cigarettes per day, and any binge drinking or any tobacco use across occupation, work hours, job strain, problems with coworkers, and perceived job insecurity. RESULTS In population-level analyses, several work-related variables were associated with substance use. The population-level associations of occupation with typical and maximum drinks per day and of problems with coworkers to binge drinking were not significant at the twin level. At both the population and discordant twin levels, only higher occupational status was associated with a lower likelihood of regular tobacco use (odds ratio 0.44, 95% confidence interval 0.21, 0.94). CONCLUSIONS Variation in genes and shared environment appears to account for many of the population-level relationships between work-related stressors and substance use. Work stressors may not be the most fruitful intervention point when aiming to reduce alcohol or tobacco use, although men in certain high-stress occupations may be at greater risk for substance use.
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Affiliation(s)
- Rose S Bono
- Department of Health Behavior and Policy, School of Medicine, Virginia Commonwealth University, Richmond, Virginia
| | - Kenneth S Kendler
- Departments of Psychiatry and Human and Molecular Genetics, Virginia Institute for Psychiatric and Behavioral Genetics, School of Medicine, Virginia Commonwealth University, Richmond, Virginia
| | - Andrew J Barnes
- Department of Health Behavior and Policy, School of Medicine, Virginia Commonwealth University, Richmond, Virginia
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13
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Lin E, Lane HY. Genome-wide association studies in pharmacogenomics of antidepressants. Pharmacogenomics 2016; 16:555-66. [PMID: 25916525 DOI: 10.2217/pgs.15.5] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Major depressive disorder (MDD) is one of the most common psychiatric disorders worldwide. Doctors must prescribe antidepressants based on educated guesses due to the fact that it is unmanageable to predict the effectiveness of any particular antidepressant in an individual patient. With the recent advent of scientific research, the genome-wide association study (GWAS) is extensively employed to analyze hundreds of thousands of single nucleotide polymorphisms by high-throughput genotyping technologies. In addition to the candidate-gene approach, the GWAS approach has recently been utilized to investigate the determinants of antidepressant response to therapy. In this study, we reviewed GWAS studies, their limitations and future directions with respect to the pharmacogenomics of antidepressants in MDD.
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Affiliation(s)
- Eugene Lin
- Institute of Clinical Medical Science, China Medical University, Taichung, Taiwan
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14
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Maeda N. Proteoglycans and neuronal migration in the cerebral cortex during development and disease. Front Neurosci 2015; 9:98. [PMID: 25852466 PMCID: PMC4369650 DOI: 10.3389/fnins.2015.00098] [Citation(s) in RCA: 117] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2014] [Accepted: 03/07/2015] [Indexed: 12/13/2022] Open
Abstract
Chondroitin sulfate proteoglycans and heparan sulfate proteoglycans are major constituents of the extracellular matrix and the cell surface in the brain. Proteoglycans bind with many proteins including growth factors, chemokines, axon guidance molecules, and cell adhesion molecules through both the glycosaminoglycan and the core protein portions. The functions of proteoglycans are flexibly regulated due to the structural variability of glycosaminoglycans, which are generated by multiple glycosaminoglycan synthesis and modifying enzymes. Neuronal cell surface proteoglycans such as PTPζ, neuroglycan C and syndecan-3 function as direct receptors for heparin-binding growth factors that induce neuronal migration. The lectican family, secreted chondroitin sulfate proteoglycans, forms large aggregates with hyaluronic acid and tenascins, in which many signaling molecules and enzymes including matrix proteases are preserved. In the developing cerebrum, secreted chondroitin sulfate proteoglycans such as neurocan, versican and phosphacan are richly expressed in the areas that are strategically important for neuronal migration such as the striatum, marginal zone, subplate and subventricular zone in the neocortex. These proteoglycans may anchor various attractive and/or repulsive cues, regulating the migration routes of inhibitory neurons. Recent studies demonstrated that the genes encoding proteoglycan core proteins and glycosaminoglycan synthesis and modifying enzymes are associated with various psychiatric and intellectual disorders, which may be related to the defects of neuronal migration.
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Affiliation(s)
- Nobuaki Maeda
- Neural Network Project, Department of Brain Development and Neural Regeneration, Tokyo Metropolitan Institute of Medical Science Setagaya, Japan
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