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Chen D, Li J, Liu H, Liu X, Zhang C, Luo H, Wei Y, Xi Y, Liang H, Zhang Q. Genome-Wide Epistasis Study of Cerebrospinal Fluid Hyperphosphorylated Tau in ADNI Cohort. Genes (Basel) 2023; 14:1322. [PMID: 37510227 PMCID: PMC10379656 DOI: 10.3390/genes14071322] [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: 06/01/2023] [Revised: 06/19/2023] [Accepted: 06/20/2023] [Indexed: 07/30/2023] Open
Abstract
Alzheimer's disease (AD) is the main cause of dementia worldwide, and the genetic mechanism of which is not yet fully understood. Much evidence has accumulated over the past decade to suggest that after the first large-scale genome-wide association studies (GWAS) were conducted, the problem of "missing heritability" in AD is still a great challenge. Epistasis has been considered as one of the main causes of "missing heritability" in AD, which has been largely ignored in human genetics. The focus of current genome-wide epistasis studies is usually on single nucleotide polymorphisms (SNPs) that have significant individual effects, and the amount of heritability explained by which was very low. Moreover, AD is characterized by progressive cognitive decline and neuronal damage, and some studies have suggested that hyperphosphorylated tau (P-tau) mediates neuronal death by inducing necroptosis and inflammation in AD. Therefore, this study focused on identifying epistasis between two-marker interactions at marginal main effects across the whole genome using cerebrospinal fluid (CSF) P-tau as quantitative trait (QT). We sought to detect interactions between SNPs in a multi-GPU based linear regression method by using age, gender, and clinical diagnostic status (cds) as covariates. We then used the STRING online tool to perform the PPI network and identify two-marker epistasis at the level of gene-gene interaction. A total of 758 SNP pairs were found to be statistically significant. Particularly, between the marginal main effect SNP pairs, highly significant SNP-SNP interactions were identified, which explained a relatively high variance at the P-tau level. In addition, 331 AD-related genes were identified, 10 gene-gene interaction pairs were replicated in the PPI network. The identified gene-gene interactions and genes showed associations with AD in terms of neuroinflammation and neurodegeneration, neuronal cells activation and brain development, thereby leading to cognitive decline in AD, which is indirectly associated with the P-tau pathological feature of AD and in turn supports the results of this study. Thus, the results of our study might be beneficial for explaining part of the "missing heritability" of AD.
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Affiliation(s)
- Dandan Chen
- College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin 150001, China
- School of Automation Engineering, Northeast Electric Power University, Jilin 132012, China
| | - Jin Li
- College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin 150001, China
| | - Hongwei Liu
- School of Computer Science, Northeast Electric Power University, Jilin 132012, China
| | - Xiaolong Liu
- College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin 150001, China
| | - Chenghao Zhang
- College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin 150001, China
| | - Haoran Luo
- College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin 150001, China
| | - Yiming Wei
- College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin 150001, China
| | - Yang Xi
- School of Computer Science, Northeast Electric Power University, Jilin 132012, China
| | - Hong Liang
- College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin 150001, China
| | - Qiushi Zhang
- School of Computer Science, Northeast Electric Power University, Jilin 132012, China
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Wang J, Qi W, Shi H, Huang L, Ning F, Wang F, Wang K, Bai H, Wu H, Zhuang J, Hong H, Zhou H, Feng H, Zhou Y, Dong N, Liu L, Kong Y, Xie J, Zhao RC. MiR-4763-3p targeting RASD2as a Potential Biomarker and Therapeutic Target for Schizophrenia. Aging Dis 2022; 13:1278-1292. [PMID: 35855328 PMCID: PMC9286908 DOI: 10.14336/ad.2022.0103] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 01/03/2021] [Indexed: 11/06/2022] Open
Abstract
Existing diagnostic methods are limited to observing appearance and demeanor, even though genetic factors play important roles in the pathology of schizophrenia. Indeed, no molecular-level test exists to assist diagnosis, which has limited treatment strategies. To address this serious shortcoming, we used a bioinformatics approach to identify 61 genes that are differentially expressed in schizophrenia patients compared with healthy controls. In particular, competing endogenous RNA network revealed the important role of the gene RASD2, which is regulated by miR-4763-3p. Indeed, analysis of blood samples confirmed that RASD2 is downregulated in schizophrenia patients. Moreover, positron emission tomography data collected for 44 human samples identified the prefrontal and temporal lobes as potential key brain regions in schizophrenia patients. Mechanistic studies indicated that miR-4763-3p inhibits RASD2 by base-pairing with the 3’ untranslated region of RASD2 mRNA. Importantly, RASD2 has been shown to interact with β-arrestin2, which contributes to the regulation of the DRD2-dependent CREB response element-binding protein pathway in the dopamine system. Finally, results obtained with a mouse model of schizophrenia revealed that inhibition of miR-4763-3p function alleviated anxiety symptoms and improved memory. The dopamine transporters in the striatal regions were significantly reduced in schizophrenia model mice as compared with wild-type mice, suggesting that inhibition of miR-4763-3p can lessen the symptoms of schizophrenia. Our findings demonstrate that miR-4763-3p may target RASD2 mRNA and thus may serve as a potential biomarker and therapeutic target for schizophrenia, providing a theoretical foundation for further studies of the molecular basis of this disease.
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Affiliation(s)
- Jiao Wang
- School of Life Sciences, Shanghai University, Shanghai, China.
- Correspondence should be addressed to: Dr. Jiao Wang (), School of Life Sciences, Shanghai University, Shanghai, China; Dr. Yanyan Kong (), PET Center, Huashan Hospital, Fudan University, Shanghai, China; Dr. Jiang Xie (), School of Computer Engineering and Science, Shanghai University, Shanghai, China, and Dr. Robert Chunhua Zhao (), School of Life Sciences, Shanghai University, Shanghai, China
| | - Wenxin Qi
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Hongwei Shi
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Lin Huang
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Fujiang Ning
- Psychological Rehabilitation Hospital of Penglai District, Yantai, Shandong, China
| | - Fushuai Wang
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Kai Wang
- Central Laboratory, Shanghai Chest Hospital, Shanghai Jiao Tong University, Shanghai, China.
| | - Haotian Bai
- School of Computer Engineering and Science, Shanghai University, Shanghai, China.
| | - Hao Wu
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Junyi Zhuang
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Huanle Hong
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Haicong Zhou
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Hu Feng
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Yinping Zhou
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Naijun Dong
- School of Life Sciences, Shanghai University, Shanghai, China.
| | - Li Liu
- Psychological Rehabilitation Hospital of Penglai District, Yantai, Shandong, China
| | - Yanyan Kong
- PET Center, Huashan Hospital, Fudan University, Shanghai, China.
- Correspondence should be addressed to: Dr. Jiao Wang (), School of Life Sciences, Shanghai University, Shanghai, China; Dr. Yanyan Kong (), PET Center, Huashan Hospital, Fudan University, Shanghai, China; Dr. Jiang Xie (), School of Computer Engineering and Science, Shanghai University, Shanghai, China, and Dr. Robert Chunhua Zhao (), School of Life Sciences, Shanghai University, Shanghai, China
| | - Jiang Xie
- School of Computer Engineering and Science, Shanghai University, Shanghai, China.
- Correspondence should be addressed to: Dr. Jiao Wang (), School of Life Sciences, Shanghai University, Shanghai, China; Dr. Yanyan Kong (), PET Center, Huashan Hospital, Fudan University, Shanghai, China; Dr. Jiang Xie (), School of Computer Engineering and Science, Shanghai University, Shanghai, China, and Dr. Robert Chunhua Zhao (), School of Life Sciences, Shanghai University, Shanghai, China
| | - Robert Chunhua Zhao
- School of Life Sciences, Shanghai University, Shanghai, China.
- Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China.
- Centre of Excellence in Tissue Engineering, Chinese Academy of Medical Sciences, Beijing, China.
- Beijing Key Laboratory of New Drug Development and Clinical Trial of Stem Cell Therapy (BZ0381), Beijing, China.
- Correspondence should be addressed to: Dr. Jiao Wang (), School of Life Sciences, Shanghai University, Shanghai, China; Dr. Yanyan Kong (), PET Center, Huashan Hospital, Fudan University, Shanghai, China; Dr. Jiang Xie (), School of Computer Engineering and Science, Shanghai University, Shanghai, China, and Dr. Robert Chunhua Zhao (), School of Life Sciences, Shanghai University, Shanghai, China
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Abstract
Myosin XVI (Myo16), a vertebrate-specific motor protein, is a recently discovered member of the myosin superfamily. The detailed functionality regarding myosin XVI requires elucidating or clarification; however, it appears to portray an important role in neural development and in the proper functioning of the nervous system. It is expressed in the largest amount in neural tissues in the late embryonic-early postnatal period, specifically the time in which neuronal cell migration and dendritic elaboration coincide. The impaired expression of myosin XVI has been found lurking in the background of several neuropsychiatric disorders including autism, schizophrenia and/or bipolar disorders.Two principal isoforms of class XVI myosins have been thus far described: Myo16a, the tailless cytoplasmic isoform and Myo16b, the full-length molecule featuring both cytoplasmic and nuclear localization. Both isoforms contain a class-specific N-terminal ankyrin repeat domain that binds to the protein phosphatase catalytic subunit. Myo16b, the predominant isoform, exhibits a diverse function. In the cytoplasm, it participates in the reorganization of the actin cytoskeleton through activation of the PI3K pathway and the WAVE-complex, while in the nucleus it may possess a role in cell cycle regulation. Based on the sequence, myosin XVI may have a compromised ATPase activity, implying a potential stationary role.
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Affiliation(s)
- Beáta Bugyi
- Department of Biophysics, University of Pécs, Medical School, Pécs, Hungary
| | - András Kengyel
- Department of Biophysics, University of Pécs, Medical School, Pécs, Hungary.
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Bercier V, Rosello M, Del Bene F, Revenu C. Zebrafish as a Model for the Study of Live in vivo Processive Transport in Neurons. Front Cell Dev Biol 2019; 7:17. [PMID: 30838208 PMCID: PMC6389722 DOI: 10.3389/fcell.2019.00017] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Accepted: 02/01/2019] [Indexed: 12/13/2022] Open
Abstract
Motor proteins are responsible for transport of vesicles and organelles within the cell cytoplasm. They interact with the actin cytoskeleton and with microtubules to ensure communication and supply throughout the cell. Much work has been done in vitro and in silico to unravel the key players, including the dynein motor complex, the kinesin and myosin superfamilies, and their interacting regulatory complexes, but there is a clear need for in vivo data as recent evidence suggests previous models might not recapitulate physiological conditions. The zebrafish embryo provides an excellent system to study these processes in intact animals due to the ease of genetic manipulation and the optical transparency allowing live imaging. We present here the advantages of the zebrafish embryo as a system to study live in vivo processive transport in neurons and provide technical recommendations for successful analysis.
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Affiliation(s)
- Valérie Bercier
- Institut Curie, PSL Research University, Inserm U934, CNRS UMR3215, Paris, France.,Laboratory of Neurobiology, Center for Brain and Disease Research, Research Group Experimental Neurology, Department of Neurosciences, VIB-KU Leuven, Leuven, Belgium
| | - Marion Rosello
- Institut Curie, PSL Research University, Inserm U934, CNRS UMR3215, Paris, France
| | - Filippo Del Bene
- Institut Curie, PSL Research University, Inserm U934, CNRS UMR3215, Paris, France
| | - Céline Revenu
- Institut Curie, PSL Research University, Inserm U934, CNRS UMR3215, Paris, France
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Cheng Y, Liang H, Cai NL, Guo L, Huang YG, Song YZ. [Clinical features and MYO5B mutations of a family affected by microvillus inclusion disease]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2017; 19:968-974. [PMID: 28899465 PMCID: PMC7403068 DOI: 10.7499/j.issn.1008-8830.2017.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 06/15/2017] [Accepted: 07/26/2017] [Indexed: 06/07/2023]
Abstract
Microvillus inclusion disease (MVID) is an autosomal recessive disorder caused by biallelic mutations in the MYO5B or STX3 gene. Refractory diarrhea and malabsorption are the main clinical manifestations. The aim of this study was to investigate the clinical features and MYO5B gene mutations of an infant with MVID. A 21-day-old female infant was referred to the hospital with the complaint of diarrhea for 20 days. On physical examination, growth retardation of the body weight and length was found along with moderately jaundiced skin and sclera. Breath sounds were clear in the two lungs and the heart sounds were normal. The abdomen was distended and the veins in the abdominal wall were observed. The liver and spleen were not palpable. Biochemical analysis revealed raised serum total bile acids, bilirubin, transaminases and γ-glutamyl transpeptidase while decreased levels of serum sodium, chloride, phosphate and magnesium. Blood gas analysis indicated metabolic acidosis. The preliminary diagnosis was congenital diarrhea, and thus parenteral nutrition was given along with other symptomatic and supportive measures. However, diarrhea, metabolic acidosis and electrolyte disturbance were intractable, and the cholestatic indices, including transaminases, γ-glutamyl transpeptidase, bilirubin and total bile acids, remained at increased levels. One month later, the patient was discharged and then lost contact. On genetic analysis, the infant was proved to be a compound heterozygote of the c.310+2Tdup and c.1966C>T(p.R656C) variants of the gene MYO5B, with c.310+2Tdup being a novel splice-site mutation. MVID was thus definitely diagnosed.
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Affiliation(s)
- Ying Cheng
- Department of Pediatrics, First Affiliated Hospital, Jinan University, Guangzhou 510630, China.
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Welz T, Wellbourne-Wood J, Kerkhoff E. Orchestration of cell surface proteins by Rab11. Trends Cell Biol 2014; 24:407-15. [PMID: 24675420 DOI: 10.1016/j.tcb.2014.02.004] [Citation(s) in RCA: 232] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Revised: 02/25/2014] [Accepted: 02/26/2014] [Indexed: 02/06/2023]
Abstract
The organization of cells into interconnected structures such as animal tissues requires a sophisticated system directing receptors and adhesion proteins to the cell surface. The Rab11 small G proteins (Rab11a, b, and Rab25) of the Ras superfamily are master regulators of the surface expression of receptors and adhesion proteins. Acting as a molecular switch, Rab11 builds distinct molecular machinery such as motor protein complexes and the exocyst to transport proteins to the cell surface. Recent evidence reveals Rab11 localization at the trans-Golgi network (TGN), post-Golgi vesicles, and the recycling endosome, placing it at the intersection between the endocytic and exocytic trafficking pathways. We review Rab11 in various cellular contexts, and discuss its regulation and mechanisms by which Rab11 couples with effector proteins.
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Affiliation(s)
- Tobias Welz
- Molecular Cell Biology Laboratory, Department of Neurology, University Hospital Regensburg, Franz-Josef-Strauss Allee 11, Regensburg, Germany
| | - Joel Wellbourne-Wood
- Molecular Cell Biology Laboratory, Department of Neurology, University Hospital Regensburg, Franz-Josef-Strauss Allee 11, Regensburg, Germany
| | - Eugen Kerkhoff
- Molecular Cell Biology Laboratory, Department of Neurology, University Hospital Regensburg, Franz-Josef-Strauss Allee 11, Regensburg, Germany.
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