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Yang H, Yuan Y, Yang K, Wang N, Li X. ELK4 ameliorates cognitive impairment and neuroinflammation induced by obstructive sleep apnea. Brain Res Bull 2024; 216:111054. [PMID: 39173777 DOI: 10.1016/j.brainresbull.2024.111054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2024] [Revised: 08/16/2024] [Accepted: 08/17/2024] [Indexed: 08/24/2024]
Abstract
Intermittent hypoxia (IH) in patients with obstructive sleep apnea (OSA) syndrome elicited neuron injury (especially in the hippocampus and cortex), contributing to cognitive dysfunction. This study investigated the effects and clarified the mechanisms of ETS domain-containing protein Elk-4 (ELK4) on the cognitive function and neuroinflammation of mice with IH. Mouse microglia BV2 cells were induced with IH by exposure to fluctuating O2 concentrations (alternating from 5 % to 21 % every 30 min), and mice with OSA were developed and subjected to lentivirus-mediated gene intervention. ELK4 expression was significantly reduced in IH-induced microglia and brain tissues of mice with OSA. Overexpression of ELK4 attenuated oxidative stress, decreased the pro-inflammatory factors IL-1β, IL-6, and TNF-α, and increased the level of the anti-inflammatory factors IL-10 and TGF-β1, as well as the neuroprotective factor BDNF. ELK4 promoted the transcription of fibronectin type III domain-containing protein 5 (FNDC5) by binding to the promoter of FNDC5. Knockdown of FNDC5 in IH-induced microglia and animals reversed the protective effects of ELK4 on OSA-associated neuroinflammation and cognitive dysfunction. Overall, the results demonstrated that ELK4 overexpression repressed microglial activation by inducing the transcription of FNDC5, thus attenuating neuroinflammation and cognitive dysfunction induced by OSA.
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Affiliation(s)
- Haiming Yang
- Department of Neurology, Qilu Hospital of Shandong University, Qingdao, Shandong 266035, PR China
| | - Ying Yuan
- Department of Otolaryngology-Head and Neck Surgery, Qilu Hospital of Shandong University, Qingdao, Shandong 266035, PR China
| | - Ke Yang
- Department of Otolaryngology-Head and Neck Surgery, Qilu Hospital of Shandong University, Qingdao, Shandong 266035, PR China
| | - Ning Wang
- Department of Otolaryngology-Head and Neck Surgery, Qilu Hospital of Shandong University, Qingdao, Shandong 266035, PR China
| | - Xiao Li
- Department of Otolaryngology-Head and Neck Surgery, Qilu Hospital of Shandong University, Qingdao, Shandong 266035, PR China.
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Wan X, Wang L, Khan MA, Peng L, Zhang K, Sun X, Yi X, Wang Z, Chen K. Shift work promotes adipogenesis via cortisol-dependent downregulation of EGR3-HDAC6 pathway. Cell Death Discov 2024; 10:129. [PMID: 38467615 PMCID: PMC10928160 DOI: 10.1038/s41420-024-01904-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 02/27/2024] [Accepted: 03/04/2024] [Indexed: 03/13/2024] Open
Abstract
The disruption of circadian rhythms caused by long-term shift work can cause metabolic diseases such as obesity. Early growth response 3 (EGR3) is a member of early growth response (EGR) family, which is involved in several cellular responses, had been reported as a circadian rhythm gene in suprachiasmatic nucleus. In this research, EGR3 was found to be widely expressed in the different tissue of human and mice, and downregulated in adipose tissue of obese subjects and high-fat diet mice. Moreover, EGR3 was found negatively regulated by cortisol. In addition, EGR3 is a key negative modulator of hADSCs and 3T3-L1 adipogenesis via regulating HDAC6, which is a downstream target gene of EGR3 and a negative regulator of adipogenesis and lipogenesis. These findings may explain how circadian rhythm disorder induced by shift works can cause obesity. Our study revealed a potential therapeutic target to alleviate metabolic disorders in shift workers and may provide better health guidance to shift workers.
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Affiliation(s)
- Xinxing Wan
- Department of Endocrinology, The Third Xiangya Hospital of Central South University, Changsha, 410013, Hunan, PR China
| | - Linghao Wang
- Department of Endocrinology, The Third Xiangya Hospital of Central South University, Changsha, 410013, Hunan, PR China
| | - Md Asaduzzaman Khan
- Department of Biochemistry and Microbiology, North South University, Dhaka, 1229, Bangladesh
- Pulmonary Department, Chobanian & Avedisian School of Medicine, Boston University, Boston, MA, 02118, USA
| | - Lin Peng
- Department of Nephrology, The First Hospital of Changsha, Changsha, 410005, Hunan, PR China
| | - Keke Zhang
- Department of Endocrinology, The Third Xiangya Hospital of Central South University, Changsha, 410013, Hunan, PR China
| | - Xiaoying Sun
- Department of Endocrinology, The Third Xiangya Hospital of Central South University, Changsha, 410013, Hunan, PR China
| | - Xuan Yi
- Department of Endocrinology, The Third Xiangya Hospital of Central South University, Changsha, 410013, Hunan, PR China
| | - Zhouqi Wang
- Department of Endocrinology, The Third Xiangya Hospital of Central South University, Changsha, 410013, Hunan, PR China
| | - Ke Chen
- Department of Endocrinology, The Third Xiangya Hospital of Central South University, Changsha, 410013, Hunan, PR China.
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Liang D, Aygün N, Matoba N, Ideraabdullah FY, Love MI, Stein JL. Inference of putative cell-type-specific imprinted regulatory elements and genes during human neuronal differentiation. Hum Mol Genet 2023; 32:402-416. [PMID: 35994039 PMCID: PMC9851749 DOI: 10.1093/hmg/ddac207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 08/02/2022] [Accepted: 08/17/2022] [Indexed: 01/24/2023] Open
Abstract
Genomic imprinting results in gene expression bias caused by parental chromosome of origin and occurs in genes with important roles during human brain development. However, the cell-type and temporal specificity of imprinting during human neurogenesis is generally unknown. By detecting within-donor allelic biases in chromatin accessibility and gene expression that are unrelated to cross-donor genotype, we inferred imprinting in both primary human neural progenitor cells and their differentiated neuronal progeny from up to 85 donors. We identified 43/20 putatively imprinted regulatory elements (IREs) in neurons/progenitors, and 133/79 putatively imprinted genes in neurons/progenitors. Although 10 IREs and 42 genes were shared between neurons and progenitors, most putative imprinting was only detected within specific cell types. In addition to well-known imprinted genes and their promoters, we inferred novel putative IREs and imprinted genes. Consistent with both DNA methylation-based and H3K27me3-based regulation of imprinted expression, some putative IREs also overlapped with differentially methylated or histone-marked regions. Finally, we identified a progenitor-specific putatively imprinted gene overlapping with copy number variation that is associated with uniparental disomy-like phenotypes. Our results can therefore be useful in interpreting the function of variants identified in future parent-of-origin association studies.
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Affiliation(s)
- Dan Liang
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Nil Aygün
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Nana Matoba
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Folami Y Ideraabdullah
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Michael I Love
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jason L Stein
- Department of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- UNC Neuroscience Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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Ke P, Zheng C, Liu F, Wu L, Tang Y, Wu Y, Lv D, Chen H, Qian L, Wu X, Zeng K. Relationship between circadian genes and memory impairment caused by sleep deprivation. PeerJ 2022; 10:e13165. [PMID: 35341046 PMCID: PMC8944342 DOI: 10.7717/peerj.13165] [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: 12/27/2021] [Accepted: 03/04/2022] [Indexed: 01/12/2023] Open
Abstract
Background Sleep deprivation (SD)-induced cognitive impairment is highly prevalent worldwide and has attracted widespread attention. The temporal and spatial oscillations of circadian genes are severely disturbed after SD, leading to a progressive loss of their physiological rhythms, which in turn affects memory function. However, there is a lack of research on the role of circadian genes and memory function after SD. Therefore, the present study aims to investigate the relationship between circadian genes and memory function and provide potential therapeutic insights into the mechanism of SD-induced memory impairment. Methods Gene expression profiles of GSE33302 and GSE9442 from the Gene Expression Omnibus (GEO) were applied to identify differentially expressed genes (DEGs). Subsequently, both datasets were subjected to Gene Set Enrichment Analysis (GSEA) to determine the overall gene changes in the hippocampus and brain after SD. A Gene Oncology (GO) analysis and Protein-Protein Interaction (PPI) analysis were employed to explore the genes related to circadian rhythm, with their relationship and importance determined through a correlation analysis and a receiver operating characteristic curve (ROC), respectively. The water maze experiments detected behavioral changes related to memory function in SD rats. The expression of circadian genes in several critical organs such as the brain, heart, liver, and lungs and their correlation with memory function was investigated using several microarrays. Finally, changes in the hippocampal immune environment after SD were analyzed using the CIBERSORT in R software. Results The quality of the two datasets was very good. After SD, changes were seen primarily in genes related to memory impairment and immune function. Genes related to circadian rhythm were highly correlated with engagement in muscle structure development and circadian rhythm. Seven circadian genes showed their potential therapeutic value in SD. Water maze experiments confirmed that SD exacerbates memory impairment-related behaviors, including prolonged escape latencies and reduced numbers of rats crossing the platform. The expression of circadian genes was verified, while some genes were also significant in the heart, liver, and lungs. All seven circadian genes were also associated with memory markers in SD. The contents of four immune cells in the hippocampal immune environment changed after SD. Seven circadian genes were related to multiple immune cells. Conclusions In the present study, we found that SD leads to memory impairment accompanied by changes in circadian rhythm-related genes. Seven circadian genes play crucial roles in memory impairment after SD. Naïve B cells and follicular helper T cells are closely related to SD. These findings provide new insights into the treatment of memory impairment caused by SD.
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Affiliation(s)
- Peng Ke
- Department of Anesthesiology, Anesthesiology Research Institute, the First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China,Department of Anesthesiology, Shengli Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
| | - Chengjie Zheng
- Department of Anesthesiology, Shengli Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
| | - Feng Liu
- Department of Anesthesiology, Shengli Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
| | - LinJie Wu
- Institute of Pharmaceutics, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang, China
| | - Yijie Tang
- Department of Anesthesiology, Shengli Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
| | - Yanqin Wu
- Department of Anesthesiology, Shengli Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
| | - Dongdong Lv
- Department of Anesthesiology, Shengli Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
| | - Huangli Chen
- Department of Anesthesiology, Shengli Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
| | - Lin Qian
- Department of Anesthesiology, Shengli Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
| | - Xiaodan Wu
- Department of Anesthesiology, Shengli Clinical Medical College, Fujian Medical University, Fuzhou, Fujian, China
| | - Kai Zeng
- Department of Anesthesiology, Anesthesiology Research Institute, the First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian, China
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5
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Monroe AA, Schunter C, Welch MJ, Munday PL, Ravasi T. Molecular basis of parental contributions to the behavioural tolerance of elevated pCO 2 in a coral reef fish. Proc Biol Sci 2021; 288:20211931. [PMID: 34875194 PMCID: PMC8651409 DOI: 10.1098/rspb.2021.1931] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 11/15/2021] [Indexed: 12/27/2022] Open
Abstract
Knowledge of adaptive potential is crucial to predicting the impacts of ocean acidification (OA) on marine organisms. In the spiny damselfish, Acanthochromis polyacanthus, individual variation in behavioural tolerance to elevated pCO2 has been observed and is associated with offspring gene expression patterns in the brain. However, the maternal and paternal contributions of this variation are unknown. To investigate parental influence of behavioural pCO2 tolerance, we crossed pCO2-tolerant fathers with pCO2-sensitive mothers and vice versa, reared their offspring at control and elevated pCO2 levels, and compared the juveniles' brain transcriptional programme. We identified a large influence of parental phenotype on expression patterns of offspring, irrespective of environmental conditions. Circadian rhythm genes, associated with a tolerant parental phenotype, were uniquely expressed in tolerant mother offspring, while tolerant fathers had a greater role in expression of genes associated with histone binding. Expression changes in genes associated with neural plasticity were identified in both offspring types: the maternal line had a greater effect on genes related to neuron growth while paternal influence impacted the expression of synaptic development genes. Our results confirm cellular mechanisms involved in responses to varying lengths of OA exposure, while highlighting the parental phenotype's influence on offspring molecular phenotype.
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Affiliation(s)
- Alison A. Monroe
- Division of Biological and Environmental Science and Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
- Marine Genomics Laboratory, Department of Life Sciences, Texas A&M University Corpus Christi, Corpus Christi, TX 78412, USA
| | - Celia Schunter
- Swire Institute of Marine Science, The School of Biological Sciences, The University of Hong Kong, Pokfulam Road, Hong Kong SAR
| | - Megan J. Welch
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Australia
| | - Philip L. Munday
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Australia
| | - Timothy Ravasi
- Australian Research Council Centre of Excellence for Coral Reef Studies, James Cook University, Townsville, Australia
- Marine Climate Change Unit, Okinawa Institute of Science and Technology Graduate University (OIST), 1919-1 Tancha, Onna-son, Okinawa 904-0495, Japan
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6
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Tinarelli F, Ivanova E, Colombi I, Barini E, Balzani E, Garcia CG, Gasparini L, Chiappalone M, Kelsey G, Tucci V. Cell-cell coupling and DNA methylation abnormal phenotypes in the after-hours mice. Epigenetics Chromatin 2021; 14:1. [PMID: 33407878 PMCID: PMC7789812 DOI: 10.1186/s13072-020-00373-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 11/13/2020] [Indexed: 11/10/2022] Open
Abstract
Background DNA methylation has emerged as an important epigenetic regulator of brain processes, including circadian rhythms. However, how DNA methylation intervenes between environmental signals, such as light entrainment, and the transcriptional and translational molecular mechanisms of the cellular clock is currently unknown. Here, we studied the after-hours mice, which have a point mutation in the Fbxl3 gene and a lengthened circadian period. Methods In this study, we used a combination of in vivo, ex vivo and in vitro approaches. We measured retinal responses in Afh animals and we have run reduced representation bisulphite sequencing (RRBS), pyrosequencing and gene expression analysis in a variety of brain tissues ex vivo. In vitro, we used primary neuronal cultures combined to micro electrode array (MEA) technology and gene expression. Results We observed functional impairments in mutant neuronal networks, and a reduction in the retinal responses to light-dependent stimuli. We detected abnormalities in the expression of photoreceptive melanopsin (OPN4). Furthermore, we identified alterations in the DNA methylation pathways throughout the retinohypothalamic tract terminals and links between the transcription factor Rev-Erbα and Fbxl3. Conclusions The results of this study, primarily represent a contribution towards an understanding of electrophysiological and molecular phenotypic responses to external stimuli in the Afh model. Moreover, as DNA methylation has recently emerged as a new regulator of neuronal networks with important consequences for circadian behaviour, we discuss the impact of the Afh mutation on the epigenetic landscape of circadian biology.
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Affiliation(s)
- Federico Tinarelli
- Genetics and Epigenetics of Behaviour (GEB) Laboratory, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy.,BioMed X Innovation Center, Im Neuenheimer Feld 515, 69120, Heidelberg, Germany
| | - Elena Ivanova
- Epigenetics Programme, The Babraham Institute, Cambridge, UK
| | - Ilaria Colombi
- Neuroscience and Brain Technologies, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy.,Brain Development and Disease, NBT, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy
| | - Erica Barini
- Neurodevelopmental and Neurodegenerative Disease Laboratory, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy.,AbbVie Deutschland GmbH & Co, Knollstr, 67061, Ludwigshafen, Germany
| | - Edoardo Balzani
- Genetics and Epigenetics of Behaviour (GEB) Laboratory, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy.,Center for Neural Science, New York University, New York, NY, 10006, USA
| | - Celina Garcia Garcia
- Genetics and Epigenetics of Behaviour (GEB) Laboratory, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy
| | - Laura Gasparini
- Neurodevelopmental and Neurodegenerative Disease Laboratory, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy.,AbbVie Deutschland GmbH & Co, Knollstr, 67061, Ludwigshafen, Germany
| | - Michela Chiappalone
- Neuroscience and Brain Technologies, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy.,Rehab Technologies, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy
| | - Gavin Kelsey
- Epigenetics Programme, The Babraham Institute, Cambridge, UK
| | - Valter Tucci
- Genetics and Epigenetics of Behaviour (GEB) Laboratory, Istituto Italiano Di Tecnologia, via Morego, 30, 16163, Genova, Italy.
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Liu Q, Zhu L, Liu X, Zheng J, Liu Y, Ruan X, Cao S, Cai H, Li Z, Xue Y. TRA2A-induced upregulation of LINC00662 regulates blood-brain barrier permeability by affecting ELK4 mRNA stability in Alzheimer's microenvironment. RNA Biol 2020; 17:1293-1308. [PMID: 32372707 DOI: 10.1080/15476286.2020.1756055] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
The blood-brain barrier (BBB) plays a pivotal role in the maintenance and regulation of the neural microenvironment. The BBB breakdown is a pathological change in early Alzheimer's disease (AD). RNA-binding proteins (RBPs) and long non-coding RNAs (lncRNAs) are involved in the regulation of BBB permeability. Our study demonstrates the role of TRA2A/LINC00662/ELK4 axis in regulating BBB permeability in AD microenvironment. In Aβ1-42-incubated microvascular endothelial cells (ECs) of the BBB model in vitro, TRA2A and LINC00662 were enriched. TRA2A increased the stability of LINC00662 by binding with it. The knockdown of either TRA2A or LINC00662 decreased BBB permeability due to increased expression of tight junction-related proteins. ELK4 was less expressed in the BBB model in AD microenvironment in vitro. LINC00662 mediated the degradation of ELK4 mRNA by SMD pathway. Downregulation of ELK4 increased BBB permeability by increasing the tight junction-related protein expression.TRA2A/LINC00662/ELK4 axis plays a crucial role in the regulation of BBB permeability in AD microenvironment, which may provide a novel target for the therapy of AD.
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Affiliation(s)
- Qianshuo Liu
- Department of Neurobiology, School of Life Sciences, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University , Shenyang, People's Republic of China
| | - Lu Zhu
- Department of Neurobiology, School of Life Sciences, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University , Shenyang, People's Republic of China
| | - Xiaobai Liu
- Department of Neurosurgery, Shengjing Hospital of China Medical University , Shenyang, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease , Shenyang, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province , Shenyang, People's Republic of China
| | - Jian Zheng
- Department of Neurosurgery, Shengjing Hospital of China Medical University , Shenyang, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease , Shenyang, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province , Shenyang, People's Republic of China
| | - Yunhui Liu
- Department of Neurosurgery, Shengjing Hospital of China Medical University , Shenyang, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease , Shenyang, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province , Shenyang, People's Republic of China
| | - Xuelei Ruan
- Department of Neurobiology, School of Life Sciences, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University , Shenyang, People's Republic of China
| | - Shuo Cao
- Department of Neurobiology, School of Life Sciences, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University , Shenyang, People's Republic of China
| | - Heng Cai
- Department of Neurosurgery, Shengjing Hospital of China Medical University , Shenyang, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease , Shenyang, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province , Shenyang, People's Republic of China
| | - Zhen Li
- Department of Neurosurgery, Shengjing Hospital of China Medical University , Shenyang, People's Republic of China.,Liaoning Clinical Medical Research Center in Nervous System Disease , Shenyang, People's Republic of China.,Key Laboratory of Neuro-oncology in Liaoning Province , Shenyang, People's Republic of China
| | - Yixue Xue
- Department of Neurobiology, School of Life Sciences, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Cell Biology, Ministry of Public Health of China, China Medical University , Shenyang, People's Republic of China.,Key Laboratory of Medical Cell Biology, Ministry of Education of China, China Medical University , Shenyang, People's Republic of China
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8
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Improvement in neurogenesis and memory function by administration of Passiflora incarnata L. extract applied to sleep disorder in rodent models. J Chem Neuroanat 2019; 98:27-40. [PMID: 30951822 DOI: 10.1016/j.jchemneu.2019.03.005] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Revised: 03/30/2019] [Accepted: 03/31/2019] [Indexed: 02/07/2023]
Abstract
Recently, there have been reports that chronic insomnia acts as an insult in the brain, causing memory loss through the production of ROS, inflammation, and, Alzheimer's disease if persistent. Insomnia remains the leading cause of sleep disturbance and as such has serious implications for public health. Patients with Alzheimer's disease are also known to suffer from severe sleep disturbance. Meanwhile, vitexin is a key ingredient in Passiflora incarnata L (passion flower, PF) extract, which is known to help with sleep. This medicinal plant has been used as a folk remedy for sedation, anxiety and sleep since centuries ago, but the standardization work has not been done and the extent of the effect has not been clearly demonstrated. For this reason, we tried to test the possibility that repeated administration of PF could improve the memory by promoting hippocampal neurogenesis at the DBA/2 mice known have inherited sleep disorders, as well as preventive effects of Alzheimer's disease. Here, we found that vitexin, which is the main bioactive component of ethanol extracts from leaves and fruits (ratio; 8:2) of PF, confirmed the improvement of neurogenesis (DCX) of DBA/2 mice repeated PF oral administration by immunohistochemistry (IHC) and western blot analysis. PF-treated group showed increased the neurotrophic factor (BDNF) in the hippocampus compared with that of vehicle-treated group, but the inflammation markers Iba-1 (microglial marker) and COX-2 were inconsistent between the groups. However, we found COX-2 signal is essential for hippocampal neurogenesis according to the additional IHC experiments using COX-2 inhibitor and pIkappaB have shown. In addition, although prescription sleeping pills have been reported to show significant changes in appetite and metabolic rate from time to time, no changes in the feeding behavior, body weight, metabolic rate and body composition of the animals were observed by administration of PF. Interestingly, we found that short-term oral administration of PF displayed improved memory according to the water maze test. Quantitative analysis of Tau protein, which is a marker of Alzheimer's disease, was performed in the SD rats and DBA/2 mice by repeated PF oral administration and pTau/Tau values were significantly decreased in PF-treated group than vehicle-treated group. In conclusion, our results suggest that PF lead high hippocampal neurogenesis in the animals even in inherited sleep-disturbed animals. The increased hippocampal neurogenesis functionally enhanced memory and learning functions by repeated PF oral administration. These results identify PF as a potential therapy for enhancing memory functions and prevention of Alzheimer's disease through actions on the hippocampus.
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Tucci V, Isles AR, Kelsey G, Ferguson-Smith AC. Genomic Imprinting and Physiological Processes in Mammals. Cell 2019; 176:952-965. [PMID: 30794780 DOI: 10.1016/j.cell.2019.01.043] [Citation(s) in RCA: 307] [Impact Index Per Article: 61.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 01/08/2019] [Accepted: 01/24/2019] [Indexed: 12/22/2022]
Abstract
Complex multicellular organisms, such as mammals, express two complete sets of chromosomes per nucleus, combining the genetic material of both parents. However, epigenetic studies have demonstrated violations to this rule that are necessary for mammalian physiology; the most notable parental allele expression phenomenon is genomic imprinting. With the identification of endogenous imprinted genes, genomic imprinting became well-established as an epigenetic mechanism in which the expression pattern of a parental allele influences phenotypic expression. The expanding study of genomic imprinting is revealing a significant impact on brain functions and associated diseases. Here, we review key milestones in the field of imprinting and discuss mechanisms and systems in which imprinted genes exert a significant role.
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Affiliation(s)
- Valter Tucci
- Department of Neuroscience and Brain Technologies - Istituto Italiano di Tecnologia, via Morego, 30, 16163, Genova, Italy.
| | - Anthony R Isles
- MRC Centre for Neuropsychiatric Genetics and Genomics, School of Medicine, Cardiff University, Cardiff, CF24 44H, UK
| | - Gavin Kelsey
- Epigenetics Programme, Babraham Institute, Cambridge, CB22 3AT, UK; Centre for Trophoblast Research, University of Cambridge, Cambridge, CB2 3EG, UK
| | - Anne C Ferguson-Smith
- Department of Genetics, University of Cambridge, Downing Street, Cambridge CB2 3EH, UK
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10
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Genomic imprinting and the control of sleep in mammals. Curr Opin Behav Sci 2019. [DOI: 10.1016/j.cobeha.2018.05.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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11
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Faria GS, Varela SAM, Gardner A. The social evolution of sleep: sex differences, intragenomic conflicts and clinical pathologies. Proc Biol Sci 2019; 286:20182188. [PMID: 30963856 PMCID: PMC6367171 DOI: 10.1098/rspb.2018.2188] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 11/30/2018] [Indexed: 12/14/2022] Open
Abstract
Sleep appears to be essential for most animals, including humans. Accordingly, individuals who sacrifice sleep are expected to incur costs and so should only be evolutionarily favoured to do this when these costs are offset by other benefits. For instance, a social group might benefit from having some level of wakefulness during the sleeping period if this guards against possible threats. Alternatively, individuals might sacrifice sleep in order to gain an advantage over mate competitors. Here, we perform a theoretical analysis of the social evolutionary pressures that drive investment into sleep versus wakefulness. Specifically, we: investigate how relatedness between social partners may modulate sleeping strategies, depending upon whether sleep sacrifice is selfish or altruistic; determine the conditions under which the sexes are favoured to adopt different sleeping strategies; identify the potential for intragenomic conflict between maternal-origin versus paternal-origin genes regarding an individual's sleeping behaviour; translate this conflict into novel and readily testable predictions concerning patterns of gene expression; and explore the concomitant effects of different kinds of mutations, epimutations, and uniparental disomies in relation to sleep disorders and other clinical pathologies. Our aim is to provide a theoretical framework for future empirical data and stimulate further research on this neglected topic.
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Affiliation(s)
- Gonçalo S. Faria
- School of Biology, University of St Andrews, Dyers Brae, St Andrews KY16 9TH, UK
| | - Susana A. M. Varela
- Instituto Gulbenkian de Ciência, 6 Rua da Quinta Grande, 2780-156 Oeiras, Portugal
- cE3c – Centre for Ecology, Evolution and Environmental Changes, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, 1749-016 Lisboa, Portugal
| | - Andy Gardner
- School of Biology, University of St Andrews, Dyers Brae, St Andrews KY16 9TH, UK
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12
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Snord116-dependent diurnal rhythm of DNA methylation in mouse cortex. Nat Commun 2018; 9:1616. [PMID: 29691382 PMCID: PMC5915486 DOI: 10.1038/s41467-018-03676-0] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Accepted: 03/02/2018] [Indexed: 12/19/2022] Open
Abstract
Rhythmic oscillations of physiological processes depend on integrating the circadian clock and diurnal environment. DNA methylation is epigenetically responsive to daily rhythms, as a subset of CpG dinucleotides in brain exhibit diurnal rhythmic methylation. Here, we show a major genetic effect on rhythmic methylation in a mouse Snord116 deletion model of the imprinted disorder Prader–Willi syndrome (PWS). More than 23,000 diurnally rhythmic CpGs are identified in wild-type cortex, with nearly all lost or phase-shifted in PWS. Circadian dysregulation of a second imprinted Snord cluster at the Temple/Kagami-Ogata syndrome locus is observed at the level of methylation, transcription, and chromatin, providing mechanistic evidence of cross-talk. Genes identified by diurnal epigenetic changes in PWS mice overlapped rhythmic and PWS-specific genes in human brain and are enriched for PWS-relevant phenotypes and pathways. These results support the proposed evolutionary relationship between imprinting and sleep, and suggest possible chronotherapy in the treatment of PWS and related disorders. Many genes have oscillating gene expression pattern in circadian centers of the brain. This study shows cortical diurnal DNA methylation oscillation in a mouse model of Prader-Willi syndrome, and describes corresponding changes in gene expression and chromatin compaction.
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13
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Epigenetics of Circadian Rhythms in Imprinted Neurodevelopmental Disorders. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2018; 157:67-92. [PMID: 29933957 DOI: 10.1016/bs.pmbts.2017.11.023] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
DNA sequence information alone cannot account for the immense variability between chromosomal alleles within diverse cell types in the brain, whether these differences are observed across time, cell type, or parental origin. The complex control and maintenance of gene expression and modulation are regulated by a multitude of molecular and cellular mechanisms that layer on top of the genetic code. The integration of genetic and environmental signals required for regulating brain development and function is achieved in part by a dynamic epigenetic landscape that includes DNA methylation, histone modifications, and noncoding RNAs. These epigenetic mechanisms establish and maintain core biological processes, including genomic imprinting and entrainment of circadian rhythms. This chapter will focus on how the epigenetic layers of DNA methylation and long, noncoding RNAs interact with circadian rhythms at specific imprinted chromosomal loci associated with the human neurodevelopmental disorders Prader-Willi, Angelman, Kagami-Ogata, and Temple syndromes.
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14
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Ying J, Wang Y, Hou W, Li X, Jiang Z, Liu Y, Ding L, Yang S, Wang Z. MicroRNAs-29a/b/c regulate early growth response 2 (Egr2) by mPer1. BIOL RHYTHM RES 2017. [DOI: 10.1080/09291016.2017.1299366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Junjie Ying
- Health Ministry Key Laboratory of Chronobiology, College of Basic Medicine and Forensic Medicine, Sichuan University, Chengdu, P.R. China
| | - Yuhui Wang
- Health Ministry Key Laboratory of Chronobiology, College of Basic Medicine and Forensic Medicine, Sichuan University, Chengdu, P.R. China
| | - Wang Hou
- Health Ministry Key Laboratory of Chronobiology, College of Basic Medicine and Forensic Medicine, Sichuan University, Chengdu, P.R. China
| | - Xiaoxue Li
- Health Ministry Key Laboratory of Chronobiology, College of Basic Medicine and Forensic Medicine, Sichuan University, Chengdu, P.R. China
| | - Zhou Jiang
- Health Ministry Key Laboratory of Chronobiology, College of Basic Medicine and Forensic Medicine, Sichuan University, Chengdu, P.R. China
| | - Yanyou Liu
- Health Ministry Key Laboratory of Chronobiology, College of Basic Medicine and Forensic Medicine, Sichuan University, Chengdu, P.R. China
| | - Lu Ding
- Health Ministry Key Laboratory of Chronobiology, College of Basic Medicine and Forensic Medicine, Sichuan University, Chengdu, P.R. China
| | - Shuhong Yang
- Health Ministry Key Laboratory of Chronobiology, College of Basic Medicine and Forensic Medicine, Sichuan University, Chengdu, P.R. China
| | - Zhengrong Wang
- Health Ministry Key Laboratory of Chronobiology, College of Basic Medicine and Forensic Medicine, Sichuan University, Chengdu, P.R. China
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15
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Morales-Lara D, De-la-Peña C, Murillo-Rodríguez E. Dad's Snoring May Have Left Molecular Scars in Your DNA: the Emerging Role of Epigenetics in Sleep Disorders. Mol Neurobiol 2017; 55:2713-2724. [PMID: 28155201 DOI: 10.1007/s12035-017-0409-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Accepted: 01/13/2017] [Indexed: 12/16/2022]
Abstract
The sleep-wake cycle is a biological phenomena under the orchestration of neurophysiological, neurochemical, neuroanatomical, and genetical mechanisms. Moreover, homeostatic and circadian processes participate in the regulation of sleep across the light-dark period. Further complexity of the understanding of the genesis of sleep engages disturbances which have been characterized and classified in a variety of sleep-wake cycle disorders. The most prominent sleep alterations include insomnia as well as excessive daytime sleepiness. On the other side, several human diseases have been linked with direct changes in DNA, such as chromatin configuration, genomic imprinting, DNA methylation, histone modifications (acetylation, methylation, ubiquitylation or sumoylation, etc.), and activating RNA molecules that are transcribed from DNA but not translated into proteins. Epigenetic theories primarily emphasize the interaction between the environment and gene expression. According to these approaches, the environment to which mammals are exposed has a significant role in determining the epigenetic modifications occurring in chromosomes that ultimately would influence not only development but also the descendants' physiology and behavior. Thus, what makes epigenetics intriguing is that, unlike genetic variation, modifications in DNA are altered directly by the environment and, in some cases, these epigenetic changes may be inherited by future generations. Thus, it is likely that epigenetic phenomena might contribute to the homeostatic and/or circadian control of sleep and, possibly, have an undescribed link with sleep disorders. An exciting new horizon of research is arising between sleep and epigenetics since it represents the relevance of the study of how the genome learns from its experiences and modulates behavior, including sleep.
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Affiliation(s)
- Daniela Morales-Lara
- Laboratorio de Neurociencias Moleculares e Integrativas, Escuela de Medicina, División Ciencias de la Salud, Universidad Anáhuac Mayab, Carretera Mérida-Progreso Km. 15.5, A.P. 96 Cordemex, C.P. 97310, Mérida, Yucatán, Mexico.,Grupo de Investigación en Envejecimiento, División Ciencias de la Salud, Universidad Anáhuac Mayab, Mérida, Yucatán, Mexico.,Intercontinental Neuroscience Research Group, Mérida, Yucatán, Mexico
| | - Clelia De-la-Peña
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C, Mérida, Yucatán, Mexico
| | - Eric Murillo-Rodríguez
- Laboratorio de Neurociencias Moleculares e Integrativas, Escuela de Medicina, División Ciencias de la Salud, Universidad Anáhuac Mayab, Carretera Mérida-Progreso Km. 15.5, A.P. 96 Cordemex, C.P. 97310, Mérida, Yucatán, Mexico. .,Grupo de Investigación en Envejecimiento, División Ciencias de la Salud, Universidad Anáhuac Mayab, Mérida, Yucatán, Mexico. .,Intercontinental Neuroscience Research Group, Mérida, Yucatán, Mexico. .,Grupo de Investigación Desarrollos Tecnológicos para la Salud, División de Ingeniería y Ciencias Exactas, Universidad Anáhuac Mayab, Mérida, Yucatán, Mexico.
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16
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Colombi I, Tinarelli F, Pasquale V, Tucci V, Chiappalone M. A Simplified In vitro Experimental Model Encompasses the Essential Features of Sleep. Front Neurosci 2016; 10:315. [PMID: 27458335 PMCID: PMC4935686 DOI: 10.3389/fnins.2016.00315] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Accepted: 06/22/2016] [Indexed: 12/25/2022] Open
Abstract
In this paper, we show that neuronal assemblies plated on Micro Electrode Arrays present synchronized, low frequency firing patterns similar to in vivo slow wave oscillations, which are a key parameter of sleep-like state. Although neuronal cultures lack the characteristic high-frequency waves of wakefulness, it is possible to modulate their spontaneous firing pattern through the administration of specific neurotransmitters such as acetylcholine. We thus stimulated the cortical cultures with an agonist of acetylcholine receptor, Carbachol, which caused a desynchronization of the spontaneous firing of the cultures. We recorded and monitored the cultures for a period of over 31 h. We analyzed the electrophysiological signals by exploiting novel methodological approaches, taking into account the different temporal scales of the recorded signals, and considering both spikes and local field potentials. Supporting the electrophysiological analysis results, gene expressions of targeted genes showed the activation of specific markers involved in sleep-wake rhythms. Our results demonstrate that the Carbachol treatment induces desynchronization of neuronal activity, altering sleep-like properties in an in vitro model.
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Affiliation(s)
- Ilaria Colombi
- Department of Neuroscience and Brain Technologies, Istituto Italiano di TecnologiaGenova, Italy; Dipartimento di Neuroscienze, riabilitazione, oftalmologia, genetica e scienze materno-infantili (DINOGMI), Università degli Studi di GenovaGenova, Italy
| | - Federico Tinarelli
- Department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia Genova, Italy
| | - Valentina Pasquale
- Department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia Genova, Italy
| | - Valter Tucci
- Department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia Genova, Italy
| | - Michela Chiappalone
- Department of Neuroscience and Brain Technologies, Istituto Italiano di Tecnologia Genova, Italy
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17
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Affiliation(s)
- Valter Tucci
- Neuroscience and Brain Technologies Department, Istituto Italiano di Tecnologia (IIT), Genova, Italy
- * E-mail:
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18
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Lassi G, Priano L, Maggi S, Garcia-Garcia C, Balzani E, El-Assawy N, Pagani M, Tinarelli F, Giardino D, Mauro A, Peters J, Gozzi A, Grugni G, Tucci V. Deletion of the Snord116/SNORD116 Alters Sleep in Mice and Patients with Prader-Willi Syndrome. Sleep 2016; 39:637-44. [PMID: 26446116 DOI: 10.5665/sleep.5542] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2015] [Accepted: 09/24/2015] [Indexed: 01/01/2023] Open
Abstract
STUDY OBJECTIVES Sleep-wake disturbances are often reported in Prader-Willi syndrome (PWS), a rare neurodevelopmental syndrome that is associated with paternally-expressed genomic imprinting defects within the human chromosome region 15q11-13. One of the candidate genes, prevalently expressed in the brain, is the small nucleolar ribonucleic acid-116 (SNORD116). Here we conducted a translational study into the sleep abnormalities of PWS, testing the hypothesis that SNORD116 is responsible for sleep defects that characterize the syndrome. METHODS We studied sleep in mutant mice that carry a deletion of Snord116 at the orthologous locus (mouse chromosome 7) of the human PWS critical region (PWScr). In particular, we assessed EEG and temperature profiles, across 24-h, in PWScr (m+/p-) heterozygous mutants compared to wild-type littermates. High-resolution magnetic resonance imaging (MRI) was performed to explore morphoanatomical differences according to the genotype. Moreover, we complemented the mouse work by presenting two patients with a diagnosis of PWS and characterized by atypical small deletions of SNORD116. We compared the individual EEG parameters of patients with healthy subjects and with a cohort of obese subjects. RESULTS By studying the mouse mutant line PWScr(m+/p-), we observed specific rapid eye movement (REM) sleep alterations including abnormal electroencephalograph (EEG) theta waves. Remarkably, we observed identical sleep/EEG defects in the two PWS cases. We report brain morphological abnormalities that are associated with the EEG alterations. In particular, mouse mutants have a bilateral reduction of the gray matter volume in the ventral hippocampus and in the septum areas, which are pivotal structures for maintaining theta rhythms throughout the brain. In PWScr(m+/p-) mice we also observed increased body temperature that is coherent with REM sleep alterations in mice and human patients. CONCLUSIONS Our study indicates that paternally expressed Snord116 is involved in the 24-h regulation of sleep physiological measures, suggesting that it is a candidate gene for the sleep disturbances that most individuals with PWS experience.
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Affiliation(s)
- Glenda Lassi
- Neuroscience and Brain Technologies (NBT) Department, Istituto Italiano di Tecnologia (IIT), via Morego 30, 16163 Genova (Italy)
| | - Lorenzo Priano
- Department of Neurology and Neurorehabilitation, S. Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, Piancavallo (VB), Italy. Department of Neurosciences, University of Turin, Italy
| | - Silvia Maggi
- Neuroscience and Brain Technologies (NBT) Department, Istituto Italiano di Tecnologia (IIT), via Morego 30, 16163 Genova (Italy)
| | - Celina Garcia-Garcia
- Neuroscience and Brain Technologies (NBT) Department, Istituto Italiano di Tecnologia (IIT), via Morego 30, 16163 Genova (Italy)
| | - Edoardo Balzani
- Neuroscience and Brain Technologies (NBT) Department, Istituto Italiano di Tecnologia (IIT), via Morego 30, 16163 Genova (Italy)
| | - Nadia El-Assawy
- Department of Neurology and Neurorehabilitation, S. Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, Piancavallo (VB), Italy. Department of Neurosciences, University of Turin, Italy
| | - Marco Pagani
- Istituto Italiano di Tecnologia. Center for Neuroscience and Cognitive Systems, Rovereto, Italy.,Center for Mind and Brain Sciences, University of Trento, Rovereto, Italy
| | - Federico Tinarelli
- Neuroscience and Brain Technologies (NBT) Department, Istituto Italiano di Tecnologia (IIT), via Morego 30, 16163 Genova (Italy)
| | - Daniela Giardino
- Laboratory of Medical Cytogenetics, Istituto Auxologico Italiano, Cusano Milanino (MI), Italy
| | - Alessandro Mauro
- Department of Neurology and Neurorehabilitation, S. Giuseppe Hospital, IRCCS Istituto Auxologico Italiano, Piancavallo (VB), Italy. Department of Neurosciences, University of Turin, Italy
| | - Jo Peters
- MRC Harwell, Harwell Science and Innovation Campus, Oxfordshire, OX11 0RD, UK
| | - Alessandro Gozzi
- Istituto Italiano di Tecnologia. Center for Neuroscience and Cognitive Systems, Rovereto, Italy
| | - Graziano Grugni
- Division of Auxology, S. Giuseppe Hospital, Research Institute, Istituto Auxologico Italiano, Piancavallo di Oggebbio (VB), Verbania, Italy
| | - Valter Tucci
- Neuroscience and Brain Technologies (NBT) Department, Istituto Italiano di Tecnologia (IIT), via Morego 30, 16163 Genova (Italy)
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