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Hou Q, Hu W, Peterson L, Gilbert J, Liu R, Man HY. SIK1 Downregulates Synaptic AMPA Receptors and Contributes to Cognitive Defects in Alzheimer's Disease. Mol Neurobiol 2024; 61:10365-10380. [PMID: 38727976 DOI: 10.1007/s12035-024-04177-6] [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: 08/21/2023] [Accepted: 03/22/2024] [Indexed: 11/24/2024]
Abstract
A reduction in AMPA receptor (AMPAR) expression and weakened synaptic activity is early cellular phenotypes in Alzheimer's disease (AD). However, the molecular processes leading to AMPAR downregulation are complex and remain less clear. Here, we report that the salt inducible kinase SIK1 interacts with AMPARs, leading to a reduced accumulation of AMPARs at synapses. SIK1 protein level is sensitive to amyloid beta (Aβ) and shows a marked increase in the presence of Aβ and in AD brains. In neurons, Aβ incubation causes redistribution of SIK1 to synaptic sites and enhances SIK1-GluA1 association. SIK1 function is required for Aβ-induced AMPAR reduction. Importantly, in 3xTG AD mice, knockdown of SIK1 in the brain leads to restoration of AMPAR expression and a rescue of the cognitive deficits. These findings indicate an important role for SIK1 in meditating the cellular and functional pathology in AD.
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Affiliation(s)
- Qingming Hou
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215, USA
- Institute of Neuroregeneration and Neurorehabilitation, Qingdao University, Qingdao, 266071, China
| | - Wenting Hu
- Department of Pathophysiology, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
- Department of Pathology, Peking University Shenzhen Hospital, Shenzhen, 518000, China
| | - Lucy Peterson
- Department of Pharmacology, Physiology & Biophysics, Boston University School of Medicine, 72 East Concord St, Boston, MA, 02118, USA
| | - James Gilbert
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215, USA
| | - Rong Liu
- Department of Pathophysiology, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Heng-Ye Man
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215, USA.
- Department of Pharmacology, Physiology & Biophysics, Boston University School of Medicine, 72 East Concord St, Boston, MA, 02118, USA.
- Center for Systems Neuroscience, Boston University, 610 Commonwealth Ave, Boston, MA, 02215, USA.
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Hu S, Jing Y, Li T, Wang YG, Liu Z, Gao J, Tian YC. Inferring circadian gene regulatory relationships from gene expression data with a hybrid framework. BMC Bioinformatics 2023; 24:362. [PMID: 37752445 PMCID: PMC10521455 DOI: 10.1186/s12859-023-05458-y] [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: 12/21/2022] [Accepted: 08/30/2023] [Indexed: 09/28/2023] Open
Abstract
BACKGROUND The central biological clock governs numerous facets of mammalian physiology, including sleep, metabolism, and immune system regulation. Understanding gene regulatory relationships is crucial for unravelling the mechanisms that underlie various cellular biological processes. While it is possible to infer circadian gene regulatory relationships from time-series gene expression data, relying solely on correlation-based inference may not provide sufficient information about causation. Moreover, gene expression data often have high dimensions but a limited number of observations, posing challenges in their analysis. METHODS In this paper, we introduce a new hybrid framework, referred to as Circadian Gene Regulatory Framework (CGRF), to infer circadian gene regulatory relationships from gene expression data of rats. The framework addresses the challenges of high-dimensional data by combining the fuzzy C-means clustering algorithm with dynamic time warping distance. Through this approach, we efficiently identify the clusters of genes related to the target gene. To determine the significance of genes within a specific cluster, we employ the Wilcoxon signed-rank test. Subsequently, we use a dynamic vector autoregressive method to analyze the selected significant gene expression profiles and reveal directed causal regulatory relationships based on partial correlation. CONCLUSION The proposed CGRF framework offers a comprehensive and efficient solution for understanding circadian gene regulation. Circadian gene regulatory relationships are inferred from the gene expression data of rats based on the Aanat target gene. The results show that genes Pde10a, Atp7b, Prok2, Per1, Rhobtb3 and Dclk1 stand out, which have been known to be essential for the regulation of circadian activity. The potential relationships between genes Tspan15, Eprs, Eml5 and Fsbp with a circadian rhythm need further experimental research.
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Affiliation(s)
- Shuwen Hu
- School of Computer Science, Queensland University of Technology, Brisbane, QLD, 4001, Australia
- Agriculture and Food, CSIRO, St Lucia, QLD, 4067, Australia
| | - Yi Jing
- Faculty of Science, The University of New South Wales, Sydney, 2052, Australia
| | - Tao Li
- School of Life Sciences, Inner Mongolia Agricultural University, Hohhot, 010018, China
| | - You-Gan Wang
- Institute for Learning Sciences and Teacher Education, Australian Catholic University, Brisbane, QLD, 4000, Australia
| | - Zhenyu Liu
- School of Computer and Information Engineering, Inner Mongolia Agriculture University, Hohhot, 010018, China
| | - Jing Gao
- School of Computer and Information Engineering, Inner Mongolia Agriculture University, Hohhot, 010018, China.
| | - Yu-Chu Tian
- School of Computer Science, Queensland University of Technology, Brisbane, QLD, 4001, Australia.
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Oral Supplementation of Sodium Butyrate Attenuates the Progression of Non-Alcoholic Steatohepatitis. Nutrients 2020; 12:nu12040951. [PMID: 32235497 PMCID: PMC7231312 DOI: 10.3390/nu12040951] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 03/23/2020] [Accepted: 03/27/2020] [Indexed: 02/07/2023] Open
Abstract
Sodium butyrate (SoB) supplementation has been suggested to attenuate the development of non-alcoholic fatty liver disease (NAFLD). Here, we determined the therapeutic potential of SoB on NAFLD progression and molecular mechanism involved. Eight-week old C57BL/6J mice were pair-fed a fat-, fructose- and cholesterol-rich diet (FFC) or control diet (C). After 8 weeks, some mice received 0.6g SoB/kg bw in their respective diets (C+SoB; FFC+SoB) or were maintained on C or FFC for the next 5 weeks of feeding. Liver damage, markers of glucose metabolism, inflammation, intestinal barrier function and melatonin metabolism were determined. FFC-fed mice progressed from simple steatosis to early non-alcoholic steatohepatitis, along with significantly higher TNFα and IL-6 protein levels in the liver and impaired glucose tolerance. In FFC+SoB-fed mice, disease was limited to steatosis associated with protection against the induction of Tlr4 mRNA and iNOS protein levels in livers. SoB supplementation had no effect on FFC-induced loss of tight junction proteins in the small intestine but was associated with protection against alterations in melatonin synthesis and receptor expression in the small intestine and livers of FFC-fed animals. Our results suggest that the oral supplementation of SoB may attenuate the progression of simple steatosis to steatohepatitis.
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Bizzarri M. Advances in Characterizing Recently-Identified Molecular Actions of Melatonin: Clinical Implications. APPROACHING COMPLEX DISEASES 2020. [PMCID: PMC7164543 DOI: 10.1007/978-3-030-32857-3_14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Melatonin, N-acetyl-5-methoxy-tryptamine, was discovered to be a product of serotonin metabolism in the mammalian pineal gland where its synthesis is under control of the light:dark cycle. Besides its regulatory pathway involving ganglion cells in the retina, the neural connections between the eyes and the pineal gland include the master circadian clock, the suprachiasmatic nuclei, and the central and peripheral nervous systems. Since pineal melatonin is released into the blood and into the cerebrospinal fluid, it has access to every cell in an organism and it mediates system-wide effects. Subsequently, melatonin was found in several extrapineal organs and, more recently, perhaps in every cell of every organ. In contrast to the pinealocytes, non-pineal cells do not discharge melatonin into the blood; rather it is used locally in an intracrine, autocrine, or paracrine manner. Melatonin levels in non-pineal cells do not exhibit a circadian rhythm and do not depend on circulating melatonin concentrations although when animals are treated with exogenous melatonin it is taken up by presumably all cells. Mitochondria are the presumed site of melatonin synthesis in all cells; the enzymatic machinery for melatonin synthesis has been identified in mitochondria. The association of melatonin with mitochondria, because of its ability to inhibit oxidative stress, is very fortuitous since these organelles are a major site of damaging reactive oxygen species generation. In this review, some of the actions of non-pineal-derived melatonin are discussed in terms of cellular and subcellular physiology.
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Affiliation(s)
- Mariano Bizzarri
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
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Shukla M, Chinchalongporn V, Govitrapong P, Reiter RJ. The role of melatonin in targeting cell signaling pathways in neurodegeneration. Ann N Y Acad Sci 2019; 1443:75-96. [PMID: 30756405 DOI: 10.1111/nyas.14005] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 12/17/2018] [Accepted: 01/02/2019] [Indexed: 12/12/2022]
Abstract
Neurodegenerative diseases are typified by neuronal loss associated with progressive dysfunction and clinical presentation. Neurodegenerative diseases are characterized by the intra- and extracellular conglomeration of misfolded proteins that occur because of abnormal protein dynamics and genetic manipulations; these trigger processes of cell death in these disorders. The disrupted signaling mechanisms involved are oxidative stress-mediated mitochondrial and calcium signaling deregulation, alterations in immune and inflammatory signaling, disruption of autophagic integrity, proteostasis dysfunction, and anomalies in the insulin, Notch, and Wnt/β-catenin signaling pathways. Herein, we accentuate some of the contemporary translational approaches made in characterizing the underlying mechanisms of neurodegeneration. Melatonin-induced cognitive enhancement and inhibition of oxidative signaling substantiates the efficacy of melatonin in combating neurodegenerative processes. Our review considers in detail the possible roles of melatonin in understanding the synergistic pathogenic mechanisms between aggregated proteins and in regulating, modulating, and preventing the altered signaling mechanisms discovered in cellular and animal models along with clinical evaluations pertaining to neurodegeneration. Furthermore, this review showcases the therapeutic potential of melatonin in preventing and treating neurodegenerative diseases with optimum prognosis.
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Affiliation(s)
- Mayuri Shukla
- Chulabhorn Graduate Institute, Chulabhorn Royal Academy, Bangkok, Thailand
| | - Vorapin Chinchalongporn
- Chulabhorn Graduate Institute, Chulabhorn Royal Academy, Bangkok, Thailand.,Research Center for Neuroscience, Institute of Molecular Biosciences, Mahidol University, Salaya, Thailand
| | - Piyarat Govitrapong
- Chulabhorn Graduate Institute, Chulabhorn Royal Academy, Bangkok, Thailand.,Research Center for Neuroscience, Institute of Molecular Biosciences, Mahidol University, Salaya, Thailand
| | - Russel J Reiter
- Department of Cellular and Structural Biology, University of Texas Health Science Center San Antonio, San Antonio, Texas
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LNX1/LNX2 proteins: functions in neuronal signalling and beyond. Neuronal Signal 2018; 2:NS20170191. [PMID: 32714586 PMCID: PMC7373230 DOI: 10.1042/ns20170191] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Revised: 05/02/2018] [Accepted: 05/08/2018] [Indexed: 12/16/2022] Open
Abstract
Ligand of NUMB Protein X1 and X2 (LNX1 and LNX2) are E3 ubiquitin ligases, named for their ability to interact with and promote the degradation of the cell fate determinant protein NUMB. On this basis they are thought to play a role in modulating NUMB/NOTCH signalling during processes such as cortical neurogenesis. However, LNX1/2 proteins can bind, via their four PDZ (PSD95, DLGA, ZO-1) domains, to an extraordinarily large number of other proteins besides NUMB. Many of these interactions suggest additional roles for LNX1/2 proteins in the nervous system in areas such as synapse formation, neurotransmission and regulating neuroglial function. Twenty years on from their initial discovery, I discuss here the putative neuronal functions of LNX1/2 proteins in light of the anxiety-related phenotype of double knockout mice lacking LNX1 and LNX2 in the central nervous system (CNS). I also review what is known about non-neuronal roles of LNX1/2 proteins, including their roles in embryonic patterning and pancreas development in zebrafish and their possible involvement in colorectal cancer (CRC), osteoclast differentiation and immune function in mammals. The emerging picture places LNX1/2 proteins as potential regulators of multiple cellular signalling processes, but in many cases the physiological significance of such roles remains only partly validated and needs to be considered in the context of the tight control of LNX1/2 protein levels in vivo.
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