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Zhao Y, Zhang Y, Feng J, He Z, Li T. Codon Usage Bias: A Potential Factor Affecting VGLUT Developmental Expression and Protein Evolution. Mol Neurobiol 2025; 62:3508-3522. [PMID: 39305444 DOI: 10.1007/s12035-024-04426-8] [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: 08/05/2024] [Indexed: 02/04/2025]
Abstract
More and more attention has been paid to the role of synonymous substitution in evolution, in which codon usage preference can affect gene expression distribution and protein structure and function. Vesicular glutamate transporter (VGLUT) consists of three isoforms, among which VGLUT3 is significantly different from other VGLUTs in functional importance, expression level, and distribution range, whose reason is still unclear. This study sought to analyze the role of codon preference in VGLUT differentiation. To conduct an evolutionary analysis of the three VGLUTs, this paper uses bioinformatics research methods to analyze the coding sequences of the three VGLUTs in different species and compare the codon usage patterns. Furthermore, the differences among the three VGLUTs were analyzed by combining functional importance, expression level, distribution range, gene structure, protein relationship network, expression at specific developmental stages, and phylogenetic tree, and the influence of codon usage pattern was explored. The results showed that the VGLUT with greater codon preference had less functional importance, lower expression levels, more peripheral distribution away from the CNS, smaller exon density of gene, less conserved and farther away from the CDS region miRNA regulatory sites, simpler and less tight protein interaction networks, delayed developmental expression, and more distant evolutionary relationships. Codon usage preference is a potential factor affecting VGLUT developmental expression and protein evolution.
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Affiliation(s)
- Yiran Zhao
- College of Life Sciences, Yunlong District, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou City, Jiangsu, 221000, China
| | - Yu Zhang
- College of Life Sciences, Yunlong District, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou City, Jiangsu, 221000, China
| | - Jiaxing Feng
- College of Life Sciences, Yunlong District, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou City, Jiangsu, 221000, China
| | - Zixian He
- College of Life Sciences, Yunlong District, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou City, Jiangsu, 221000, China
| | - Ting Li
- College of Life Sciences, Yunlong District, Xuzhou Medical University, No. 209, Tongshan Road, Xuzhou City, Jiangsu, 221000, China.
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Yang C, Zheng C, Zhuang Y, Xu S, Li J, Hu C. Synaptic Vesicle-Related Proteins and Ubiquilin 2 in Cortical Synaptosomes Mediate Cognitive Impairment in Vascular Dementia Rats. Mol Neurobiol 2025; 62:1415-1432. [PMID: 38990251 DOI: 10.1007/s12035-024-04327-w] [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: 03/27/2024] [Accepted: 06/21/2024] [Indexed: 07/12/2024]
Abstract
Synaptic dysfunction is considered the best neuropathological correlate of cognitive decline in vascular dementia (VaD). However, the alterations of synaptic proteins at the synaptosomal level in VaD remain unclear. In this study, a VaD model was established in male rats using bilateral common carotid artery occlusion (2VO). We performed a novel object recognition task to evaluate cognitive impairment. Immunohistochemistry was used to assess the expression of neuron-specific nuclear binding protein (NeuN). Brain synaptosomes were isolated and subjected to label-free proteomic analysis to quantify and identify the synaptic features of differentially expressed proteins (DEPs). Synaptic and hub protein expression was detected in synaptosomes using western blotting. We found that male rats with VaD presented impaired memory and decreased NeuN protein expression in the cortex. Synaptosome proteomic analysis revealed 604 DEPs, with 493 and 111 markedly downregulated and upregulated proteins, respectively. KEGG analysis and SynGO annotation revealed that the synaptic vesicle (SV) cycle may be a key signaling pathway in VaD. Hub protein analysis of the main nodes in the protein network identified UBQLN2 and SV-related proteins, including CLTC, SNAP91, AP2S1, CLTA, VAMP2, EPN1, UBQLN2, AP2B1, AP2A2, and AP2M1. Western blotting showed that the levels of SV2A, CLTC, AP2S1, and VAMP2 decreased in the synaptosomes of 2VO rats, while UBQLN2 expression significantly increased. Our results suggest that the disruption in the presynaptic SV cycle is a key event in male rats with VaD, which could be characterized by the aberrant SV2A expression. SV-related proteins and UBQLN2 may be essential in synaptopathy. Thus, targeting the specific molecular markers in synaptosomes may be critical for the development of mechanism-directed therapies against VaD.
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Affiliation(s)
- Cuicui Yang
- Department of Clinical Trial Center, Beijing Tiantan Hospital, Capital Medical University, No.119 South Fourth Ring West Road, Beijing, 100070, China.
- Department of Pharmacy, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China.
| | - Cengceng Zheng
- Department of Pharmacy, Xuanwu Hospital of Capital Medical University, Beijing, 100053, China
| | - Yuming Zhuang
- School of Traditional Chinese Medicine, Capital Medical University, Beijing, 100069, China
| | - Shuhong Xu
- Department of Clinical Trial Center, Beijing Tiantan Hospital, Capital Medical University, No.119 South Fourth Ring West Road, Beijing, 100070, China
| | - Jian Li
- Department of Clinical Trial Center, Beijing Tiantan Hospital, Capital Medical University, No.119 South Fourth Ring West Road, Beijing, 100070, China
| | - Chaoying Hu
- Phase I Clinical Trial Unit, Beijing Ditan Hospital of Capital Medical University, No. 8 East Jingshun Road, Beijing, 100015, China.
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Mays JC, Kelly MC, Coon SL, Holtzclaw L, Rath MF, Kelley MW, Klein DC. Single-cell RNA sequencing of the mammalian pineal gland identifies two pinealocyte subtypes and cell type-specific daily patterns of gene expression. PLoS One 2018; 13:e0205883. [PMID: 30347410 PMCID: PMC6197868 DOI: 10.1371/journal.pone.0205883] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Accepted: 10/03/2018] [Indexed: 12/31/2022] Open
Abstract
The vertebrate pineal gland is dedicated to the production of the hormone melatonin, which increases at night to influence circadian and seasonal rhythms. This increase is associated with dramatic changes in the pineal transcriptome. Here, single-cell analysis of the rat pineal transcriptome was approached by sequencing mRNA from ~17,000 individual pineal cells, with the goals of profiling the cells that comprise the pineal gland and examining the proposal that there are two distinct populations of pinealocytes differentiated by the expression of Asmt, which encodes the enzyme that converts N-acetylserotonin to melatonin. In addition, this analysis provides evidence of cell-specific time-of-day dependent changes in gene expression. Nine transcriptomically distinct cell types were identified: ~90% were classified as melatonin-producing α- and β-pinealocytes (1:19 ratio). Non-pinealocytes included three astrocyte subtypes, two microglia subtypes, vascular and leptomeningeal cells, and endothelial cells. α-Pinealocytes were distinguished from β-pinealocytes by ~3-fold higher levels of Asmt transcripts. In addition, α-pinealocytes have transcriptomic differences that likely enhance melatonin formation by increasing the availability of the Asmt cofactor S-adenosylmethionine, resulting from increased production of a precursor of S-adenosylmethionine, ATP. These transcriptomic differences include ~2-fold higher levels of the ATP-generating oxidative phosphorylation transcriptome and ~8-fold lower levels of the ribosome transcriptome, which is expected to reduce the consumption of ATP by protein synthesis. These findings suggest that α-pinealocytes have a specialized role in the pineal gland: efficiently O-methylating the N-acetylserotonin produced and released by β-pinealocytes, thereby improving the overall efficiency of melatonin synthesis. We have also identified transcriptomic changes that occur between night and day in seven cell types, the majority of which occur in β-pinealocytes and to a lesser degree in α-pinealocytes; many of these changes were mimicked by adrenergic stimulation with isoproterenol. The cellular heterogeneity of the pineal gland as revealed by this study provides a new framework for understanding pineal cell biology at single-cell resolution.
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Affiliation(s)
- Joseph C. Mays
- Section on Developmental Neuroscience, Laboratory of Cochlear Development, Division of Intramural Research, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Michael C. Kelly
- Section on Developmental Neuroscience, Laboratory of Cochlear Development, Division of Intramural Research, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Steven L. Coon
- Molecular Genomics Core Facility, Office of the Scientific Director, Intramural Research Program, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Lynne Holtzclaw
- Microscopy and Imaging Core, Office of the Scientific Director, Intramural Research Program, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Martin F. Rath
- Department of Neuroscience, Panum Institute, University of Copenhagen, Copenhagen, Denmark
| | - Matthew W. Kelley
- Section on Developmental Neuroscience, Laboratory of Cochlear Development, Division of Intramural Research, National Institute on Deafness and Other Communication Disorders, National Institutes of Health, Bethesda, Maryland, United States of America
| | - David C. Klein
- Office of the Scientific Director, Intramural Research Program, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, Maryland, United States of America
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Horváth HR, Fazekas CL, Balázsfi D, Jain SK, Haller J, Zelena D. Contribution of Vesicular Glutamate Transporters to Stress Response and Related Psychopathologies: Studies in VGluT3 Knockout Mice. Cell Mol Neurobiol 2018; 38:37-52. [PMID: 28776199 PMCID: PMC11482036 DOI: 10.1007/s10571-017-0528-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Accepted: 07/28/2017] [Indexed: 10/19/2022]
Abstract
Maintenance of the homeostasis in a constantly changing environment is a fundamental process of life. Disturbances of the homeostatic balance is defined as stress response and is induced by wide variety of challenges called stressors. Being the main excitatory neurotransmitter of the central nervous system glutamate is important in the adaptation process of stress regulating both the catecholaminergic system and the hypothalamic-pituitary-adrenocortical axis. Data are accumulating about the role of different glutamatergic receptors at all levels of these axes, but little is known about the contribution of different vesicular glutamate transporters (VGluT1-3) characterizing the glutamatergic neurons. Here we summarize basic knowledge about VGluTs, their role in physiological regulation of stress adaptation, as well as their contribution to stress-related psychopathology. Most of our knowledge comes from the VGluT3 knockout mice, as VGluT1 and 2 knockouts are not viable. VGluT3 was discovered later than, and is not as widespread as the VGluT1 and 2. It may co-localize with other transmitters, and participate in retrograde signaling; as such its role might be unique. Previous reports using VGluT3 knockout mice showed enhanced anxiety and innate fear compared to wild type. Moreover, these knockout animals had enhanced resting corticotropin-releasing hormone mRNA levels in the hypothalamus and disturbed glucocorticoid stress responses. In conclusion, VGluT3 participates in stress adaptation regulation. The neuroendocrine changes observed in VGluT3 knockout mice may contribute to their anxious, fearful phenotype.
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Affiliation(s)
- Hanga Réka Horváth
- Institute of Experimental Medicine, Hungarian Academy of Sciences, 43, Szigony utca, Szigony 43, 1083, Budapest, Hungary
| | - Csilla Lea Fazekas
- Institute of Experimental Medicine, Hungarian Academy of Sciences, 43, Szigony utca, Szigony 43, 1083, Budapest, Hungary
| | - Diána Balázsfi
- Institute of Experimental Medicine, Hungarian Academy of Sciences, 43, Szigony utca, Szigony 43, 1083, Budapest, Hungary
- János Szentágothai School of Neurosciences, Semmelweis University, 26, Üllői út, 1085, Budapest, Hungary
| | | | - József Haller
- Institute of Experimental Medicine, Hungarian Academy of Sciences, 43, Szigony utca, Szigony 43, 1083, Budapest, Hungary
| | - Dóra Zelena
- Institute of Experimental Medicine, Hungarian Academy of Sciences, 43, Szigony utca, Szigony 43, 1083, Budapest, Hungary.
- Centre for Neuroscience, Szentágothai Research Centre, Institute of Physiology, Medical School, University of Pécs, Pécs, Hungary.
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Mulugeta E, Vallortigara J, Francis PT, Hye A, Kalaria RN, Perry EK, Lovestone S, Ballard CG. Dynamin protein in stroke and vascular dementia. Neurosci Lett 2014; 563:118-22. [DOI: 10.1016/j.neulet.2014.01.045] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2013] [Revised: 12/27/2013] [Accepted: 01/23/2014] [Indexed: 11/16/2022]
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Yoshida S, Hira Y, Ehara A, Mimura-Yamamoto Y, Kawano M, Shutoh F, Nogami H, Hisano S. A rhythmic change of vesicular glutamate transporter (VGLUT) 2 expression in the rat pineal gland. Neurosci Res 2012; 72:16-22. [DOI: 10.1016/j.neures.2011.09.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2011] [Revised: 09/06/2011] [Accepted: 09/24/2011] [Indexed: 10/17/2022]
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Villar-Cerviño V, Rocancourt C, Menuet A, Da Silva C, Wincker P, Anadón R, Mazan S, Rodicio MC. A vesicular glutamate transporter in lampreys: cDNA cloning and early expression in the nervous system. J Chem Neuroanat 2010; 40:71-81. [PMID: 20363315 DOI: 10.1016/j.jchemneu.2010.03.009] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2010] [Revised: 03/27/2010] [Accepted: 03/27/2010] [Indexed: 11/17/2022]
Abstract
Vesicular glutamate transporters (VGLUTs) accumulate glutamate into synaptic vesicles of glutamatergic neurons, and thus are considered to define the phenotype of these neurons. Glutamate also appears to play a role in the development of the nervous system of vertebrates. Here we report the characterization of a vesicular glutamate transporter of lamprey (lVGluT), a novel member of the VGluT gene family. Phylogenetic analysis indicates that lVGLUT cannot be assigned to any of the three VGLUT isoforms characterized in teleosts and mammals, suggesting that these classes may have been fixed after the splitting between cyclostomes and gnathostomes. Expression pattern analysis during lamprey embryogenesis and prolarval stages shows that lVGluT expression is restricted to the nervous system. The first structure to express lVGluT was the olfactory epithelium of late embryos. In the brain of early prolarvae, lVGluT was expressed in most of the neuronal populations that generate the early axonal scaffold. lVGluT expression was also observed in neuronal populations of the rhombencephalon and spinal cord and in ganglia of the branchiomeric, octaval and posterior lateral line nerves. In the rhombencephalon, lVGluT expression appears to be spatially restricted in dorsal and ventral longitudinal domains. Comparison of the early expression of VGluT genes between the lamprey and some anamniotan gnathostomes (frog, zebrafish) reveals a conserved expression pattern, likely to reflect ancestral vertebrate characteristics.
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Affiliation(s)
- Verona Villar-Cerviño
- Departamento de Biología Celular y Ecología, Facultad de Biología, Universidad de Santiago de Compostela, Santiago de Compostela 15782, Spain
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Zanazzi G, Matthews G. The molecular architecture of ribbon presynaptic terminals. Mol Neurobiol 2009; 39:130-48. [PMID: 19253034 PMCID: PMC2701268 DOI: 10.1007/s12035-009-8058-z] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2009] [Accepted: 02/04/2009] [Indexed: 12/24/2022]
Abstract
The primary receptor neurons of the auditory, vestibular, and visual systems encode a broad range of sensory information by modulating the tonic release of the neurotransmitter glutamate in response to graded changes in membrane potential. The output synapses of these neurons are marked by structures called synaptic ribbons, which tether a pool of releasable synaptic vesicles at the active zone where glutamate release occurs in response to calcium influx through L-type channels. Ribbons are composed primarily of the protein, RIBEYE, which is unique to ribbon synapses, but cytomatrix proteins that regulate the vesicle cycle in conventional terminals, such as Piccolo and Bassoon, also are found at ribbons. Conventional and ribbon terminals differ, however, in the size, molecular composition, and mobilization of their synaptic vesicle pools. Calcium-binding proteins and plasma membrane calcium pumps, together with endomembrane pumps and channels, play important roles in calcium handling at ribbon synapses. Taken together, emerging evidence suggests that several molecular and cellular specializations work in concert to support the sustained exocytosis of glutamate that is a hallmark of ribbon synapses. Consistent with its functional importance, abnormalities in a variety of functional aspects of the ribbon presynaptic terminal underlie several forms of auditory neuropathy and retinopathy.
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Affiliation(s)
- George Zanazzi
- Department of Neurobiology & Behavior, State Universtiy of New York, Stony Brook, NY 11794-5230, USA
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Ohmomo H, Ina A, Yoshida S, Shutoh F, Ueda S, Hisano S. Postnatal changes in expression of vesicular glutamate transporters in the main olfactory bulb of the rat. Neuroscience 2009; 160:419-26. [PMID: 19264112 DOI: 10.1016/j.neuroscience.2009.02.048] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2008] [Revised: 02/13/2009] [Accepted: 02/16/2009] [Indexed: 11/28/2022]
Abstract
Olfactory information is initially processed through intricate synaptic interactions between glutamatergic projection neurons and GABAergic interneurons in the olfactory bulb. Although bulbar neurons and networks have been reported to develop even postnatally, much is yet unknown about the glutamatergic neuron development. To address this issue, we studied the postnatal ontogeny of vesicular glutamate transporters (VGLUT1 and VGLUT2) in the main olfactory bulb of rats, using in situ hybridization, immunohistochemistry, and their combination. In situ hybridization data showed that VGLUT1 mRNA is intensely expressed in differentiating mitral cells and smaller cells of the mitral cell layer (MCL) on postnatal day 1 (P1), and also at lower levels in small- and medium-sized cells, presumably tufted cell populations, of the external plexiform layer (EPL) from P5 onward. VGLUT2 mRNA was expressed in many MCL cell populations on P1, also in small- and medium-sized cells of the EPL at almost the same level as MCL cells between P5 and P7, and became apparently less intense in the MCL than in the EPL from P10 onward. The expression, unlike VGLUT1 mRNA, was also found in small-sized cells of the interglomerular region. In partial agreement with these data, immunohistochemical analyses demonstrated that subsets of mitral and EPL cells are stained for VGLUT1 or VGLUT2, with the former cells coexpressing both subtypes until P5. Moreover, a combined fluorescence in situ hybridization-immunohistochemical dual labeling of the P10 bulb revealed that neither VGLUT1 nor VGLUT2 mRNA is expressed in GABAergic or dopaminergic periglomerular cells, implying their expression in other periglomerular cell subclasses, external tufted cells and/or short-axon cells. Thus, the present study suggests that early in the postnatal development distinct glutamatergic bulbar neurons of rats express spatiotemporally either or both of the two VGLUT subtypes as a specific vesicular transport system, specifically contributing to glutamate-mediated neurobiological events.
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Affiliation(s)
- H Ohmomo
- Department of Histology and Neurobiology, Dokkyo Medical University School of Medicine, Mibu, Tochigi 321-0293, Japan
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