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Wang S, Xie Z, Jun T, Ma X, Zhang M, Rao F, Xu H, Lu J, Ding X, Li Z. Identification of potential crucial genes and therapeutic targets for epilepsy. Eur J Med Res 2024; 29:43. [PMID: 38212777 PMCID: PMC10782668 DOI: 10.1186/s40001-024-01643-8] [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: 03/14/2023] [Accepted: 01/04/2024] [Indexed: 01/13/2024] Open
Abstract
BACKGROUND Epilepsy, a central neurological disorder, has a complex genetic architecture. There is some evidence suggesting that genetic factors play a role in both the occurrence of epilepsy and its treatment. However, the genetic determinants of epilepsy are largely unknown. This study aimed to identify potential therapeutic targets for epilepsy. METHODS Differentially expressed genes (DEGs) were extracted from the expression profiles of GSE44031 and GSE1834. Gene co-expression analysis was used to confirm the regulatory relationship between newly discovered epilepsy candidate genes and known epilepsy genes. Expression quantitative trait loci analysis was conducted to determine if epilepsy risk single-nucleotide polymorphisms regulate DEGs' expression in human brain tissue. Finally, protein-protein interaction analysis and drug-gene interaction analysis were performed to assess the role of DEGs in epilepsy treatment. RESULTS The study found that the protein tyrosine phosphatase receptor-type O gene (PTPRO) and the growth arrest and DNA damage inducible alpha gene (GADD45A) were significantly upregulated in epileptic rats compared to controls in both datasets. Gene co-expression analysis revealed that PTPRO was co-expressed with RBP4, NDN, PAK3, FOXG1, IDS, and IDS, and GADD45A was co-expressed with LRRK2 in human brain tissue. Expression quantitative trait loci analysis suggested that epilepsy risk single-nucleotide polymorphisms could be responsible for the altered PTPRO and GADD45A expression in human brain tissue. Moreover, the protein encoded by GADD45A had a direct interaction with approved antiepileptic drug targets, and GADD45A interacts with genistein and cisplatin. CONCLUSIONS The results of this study highlight PTPRO and GADD45A as potential genes for the diagnosis and treatment of epilepsy.
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Affiliation(s)
- Shitao Wang
- Department of Neurology, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, 236000, Anhui, China.
| | - Zhenrong Xie
- The Medical Biobank, First Affiliated Hospital of Kunming Medical University, Kunming, 650032, Yunnan, China
| | - Tian Jun
- Department of Neurology, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, 236000, Anhui, China
| | - Xuelu Ma
- Department of Neurology, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, 236000, Anhui, China
| | - Mengen Zhang
- Department of Neurology, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, 236000, Anhui, China
| | - Feng Rao
- Department of Neurology, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, 236000, Anhui, China
| | - Hui Xu
- Department of Neurology, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, 236000, Anhui, China
| | - Jinghong Lu
- Department of Neurology, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, 236000, Anhui, China
| | - Xiangqian Ding
- Department of Neurosurgery, Qilu Hospital of Shandong University, Jinan, 250012, Shandong, China
| | - Zongyou Li
- Department of Neurology, Affiliated Fuyang People's Hospital of Anhui Medical University, Fuyang, 236000, Anhui, China
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Erisken S, Nune G, Chung H, Kang JW, Koh S. Time and age dependent regulation of neuroinflammation in a rat model of mesial temporal lobe epilepsy: Correlation with human data. Front Cell Dev Biol 2022; 10:969364. [PMID: 36172274 PMCID: PMC9512631 DOI: 10.3389/fcell.2022.969364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 08/03/2022] [Indexed: 11/25/2022] Open
Abstract
Acute brain insults trigger diverse cellular and signaling responses and often precipitate epilepsy. The cellular, molecular and signaling events relevant to the emergence of the epileptic brain, however, remain poorly understood. These multiplex structural and functional alterations tend also to be opposing - some homeostatic and reparative while others disruptive; some associated with growth and proliferation while others, with cell death. To differentiate pathological from protective consequences, we compared seizure-induced changes in gene expression hours and days following kainic acid (KA)-induced status epilepticus (SE) in postnatal day (P) 30 and P15 rats by capitalizing on age-dependent differential physiologic responses to KA-SE; only mature rats, not immature rats, have been shown to develop spontaneous recurrent seizures after KA-SE. To correlate gene expression profiles in epileptic rats with epilepsy patients and demonstrate the clinical relevance of our findings, we performed gene analysis on four patient samples obtained from temporal lobectomy and compared to four control brains from NICHD Brain Bank. Pro-inflammatory gene expressions were at higher magnitudes and more sustained in P30. The inflammatory response was driven by the cytokines IL-1β, IL-6, and IL-18 in the acute period up to 72 h and by IL-18 in the subacute period through the 10-day time point. In addition, a panoply of other immune system genes was upregulated, including chemokines, glia markers and adhesion molecules. Genes associated with the mitogen activated protein kinase (MAPK) pathways comprised the largest functional group identified. Through the integration of multiple ontological databases, we analyzed genes belonging to 13 separate pathways linked to Classical MAPK ERK, as well as stress activated protein kinases (SAPKs) p38 and JNK. Interestingly, genes belonging to the Classical MAPK pathways were mostly transiently activated within the first 24 h, while genes in the SAPK pathways had divergent time courses of expression, showing sustained activation only in P30. Genes in P30 also had different regulatory functions than in P15: P30 animals showed marked increases in positive regulators of transcription, of signaling pathways as well as of MAPKKK cascades. Many of the same inflammation-related genes as in epileptic rats were significantly upregulated in human hippocampus, higher than in lateral temporal neocortex. They included glia-associated genes, cytokines, chemokines and adhesion molecules and MAPK pathway genes. Uniquely expressed in human hippocampus were adaptive immune system genes including immune receptors CDs and MHC II HLAs. In the brain, many immune molecules have additional roles in synaptic plasticity and the promotion of neurite outgrowth. We propose that persistent changes in inflammatory gene expression after SE leads not only to structural damage but also to aberrant synaptogenesis that may lead to epileptogenesis. Furthermore, the sustained pattern of inflammatory genes upregulated in the epileptic mature brain was distinct from that of the immature brain that show transient changes and are resistant to cell death and neuropathologic changes. Our data suggest that the epileptogenic process may be a result of failed cellular signaling mechanisms, where insults overwhelm the system beyond a homeostatic threshold.
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Affiliation(s)
- Sinem Erisken
- Department of Pediatrics, Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Northwestern University School of Medicine, Chicago, IL, United States
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, United States
| | - George Nune
- Department of Pediatrics, Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Northwestern University School of Medicine, Chicago, IL, United States
- Department of Neurology, University of Southern California, Los Angeles, CA, United States
| | - Hyokwon Chung
- Department of Pediatrics, Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Northwestern University School of Medicine, Chicago, IL, United States
- Department of Pediatrics, Children’s Hospital & Medical Center, University of Nebraska, Omaha, NE, United States
| | - Joon Won Kang
- Department of Pediatrics, Children’s Hospital & Medical Center, University of Nebraska, Omaha, NE, United States
- Department of Pediatrics & Medical Science, Brain Research Institute, College of Medicine, Chungnam National University, Daejeon, South Korea
| | - Sookyong Koh
- Department of Pediatrics, Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Northwestern University School of Medicine, Chicago, IL, United States
- Department of Pediatrics, Children’s Hospital & Medical Center, University of Nebraska, Omaha, NE, United States
- *Correspondence: Sookyong Koh,
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Insights into Potential Targets for Therapeutic Intervention in Epilepsy. Int J Mol Sci 2020; 21:ijms21228573. [PMID: 33202963 PMCID: PMC7697405 DOI: 10.3390/ijms21228573] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 11/04/2020] [Accepted: 11/11/2020] [Indexed: 02/06/2023] Open
Abstract
Epilepsy is a chronic brain disease that affects approximately 65 million people worldwide. However, despite the continuous development of antiepileptic drugs, over 30% patients with epilepsy progress to drug-resistant epilepsy. For this reason, it is a high priority objective in preclinical research to find novel therapeutic targets and to develop effective drugs that prevent or reverse the molecular mechanisms underlying epilepsy progression. Among these potential therapeutic targets, we highlight currently available information involving signaling pathways (Wnt/β-catenin, Mammalian Target of Rapamycin (mTOR) signaling and zinc signaling), enzymes (carbonic anhydrase), proteins (erythropoietin, copine 6 and complement system), channels (Transient Receptor Potential Vanilloid Type 1 (TRPV1) channel) and receptors (galanin and melatonin receptors). All of them have demonstrated a certain degree of efficacy not only in controlling seizures but also in displaying neuroprotective activity and in modifying the progression of epilepsy. Although some research with these specific targets has been done in relation with epilepsy, they have not been fully explored as potential therapeutic targets that could help address the unsolved issue of drug-resistant epilepsy and develop new antiseizure therapies for the treatment of epilepsy.
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Functional Genomics of Epileptogenesis in Animal Models and Humans. Cell Mol Neurobiol 2020; 41:1579-1587. [PMID: 32725455 DOI: 10.1007/s10571-020-00927-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 07/20/2020] [Indexed: 12/14/2022]
Abstract
It has been estimated that epilepsies are among the top five neurological diseases with the highest burden of disease. In recent years, genome-wide expression studies (GWES) have been carried out in experimental models of epilepsy and in samples from human patients. In this study, I carried out meta-analyses and analyses of convergence for available GWES for epileptogenesis in humans and in mouse, rat, zebrafish and fruit fly models. Multiple lines of evidence (such as genome-wide association data and known druggable genes) were integrated to prioritize top candidate genes for epileptogenesis and a functional enrichment analysis was carried out. Several top candidate genes, which are supported by multiple lines of genomic evidence, such as GRIN1, KCNAB1 and STX1B, were identified. Druggable genes of potential interest (such as GABRA2, GRIK1, KCNAB1 and STX4) were also identified. An enrichment of genes regulated by the MEF2 and SOX5 transcription factors and the miR-106b-5p and miR-101-3p miRNAs was found. The current work is the first meta-analysis and convergent analysis of GWES for epileptogenesis in humans and in multiple animal models, integrating results from several genomic studies. Novel candidate genes and pathways for epileptogenesis were identified in this analysis.
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Transcriptomic immaturity inducible by neural hyperexcitation is shared by multiple neuropsychiatric disorders. Commun Biol 2019; 2:32. [PMID: 30675529 PMCID: PMC6342824 DOI: 10.1038/s42003-018-0277-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2018] [Accepted: 12/13/2018] [Indexed: 02/07/2023] Open
Abstract
Biomarkers are needed to improve the diagnosis of neuropsychiatric disorders, which are often associated to excitatory/inhibitory imbalances in neural transmission and abnormal maturation. Here, we characterized different disease conditions by mapping changes in the expression patterns of maturation-related genes whose expression was altered by experimental neural hyperexcitation in published studies. This analysis revealed two gene expression patterns: decreases in maturity markers and increases in immaturity markers. These two groups of genes were characterized by the over-representation of genes related to synaptic function and chromosomal modification, respectively. Using these two groups in a transdiagnostic analysis of 87 disease datasets for eight neuropsychiatric disorders and 12 datasets from corresponding animal models, we found that transcriptomic pseudoimmaturity inducible by neural hyperexcitation is shared by multiple neuropsychiatric disorders, such as schizophrenia, Alzheimer disorders, and amyotrophic lateral sclerosis. Our results indicate that this endophenotype serves as a basis for the transdiagnostic characterization of these disorders. Tomoyuki Murano et al. showed that neural hyperexcitation increases the expression of immaturity related genes. These changes in gene expression are shared among different neuropsychiatric and neurological conditions, hinting at their potential role as biomarkers.
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Leng X, Wang P, Zhu X, Li X, Zheng T, Shangguan L, Fang J. Ectopic expression of CSD1 and CSD2 targeting genes of miR398 in grapevine is associated with oxidative stress tolerance. Funct Integr Genomics 2017; 17:697-710. [PMID: 28674744 DOI: 10.1007/s10142-017-0565-9] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2016] [Revised: 05/15/2017] [Accepted: 05/23/2017] [Indexed: 11/30/2022]
Abstract
MicroRNAs (miRNAs) are endogenous small RNAs of -21 nucleotides that play an important role in diverse plant physiological processes at the post-transcriptional level by directing mRNA cleavage or translational inhibition. Previous studies have indicated that down-regulation of miR398 in response to oxidative stress allows up-regulation of the two target genes, cytosolic CSD1 and chloroplastic CSD2 (copper/zinc superoxide dismutase), resulting in protecting the plants to tolerate oxidative stress. In this study, we provide evidence that grapevine miR398 (Vv-miR398), by regulating the expression of its target genes, VvCSD1 and VvCSD2, mediates responses of grapevine to copper (Cu) stress which have been magnified due to increase in Cu-containing pesticide application. The expression of Vv-miR398 was inhibited by different concentrations of Cu stress; on the other hand, there was a steady increase in the activity of VvCSD1 and VvCSD2 genes. The function of VvCSD1 and VvCSD2 under Cu stress was thoroughly examined by overexpressing the use of the VvCSD1 and VvCSD2 in transgenic tobacco (Nicotiana tabacum). We found that both the overexpressed transgenic lines had lower Cu sensitivity and higher Cu tolerance compared with the wild type. In addition, lower levels of ROS and higher levels of SOD activities were accumulated in the transgenic lines in comparison with the wild type under the higher Cu conditions. Furthermore, these transgenic tobacco lines also recorded a higher UV and salt tolerance than the WT plants. These results suggested that overexpressing the VvCSDs will enhance the ROS-scavenging systems and protect the plant against more oxidative damage. Also, more investigations in this line are needed that would provide significant improvements in our understanding the resistance of fruit crops to environmental stress.
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Affiliation(s)
- XiangPeng Leng
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Peipei Wang
- College of Life Sciences, Nanjing Agricultural University, Nanjing, 210095, China
| | - Xudong Zhu
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Xiaopeng Li
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Ting Zheng
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Lingfei Shangguan
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China.
| | - Jinggui Fang
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, China.
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7
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Characterization of miR061 and its target genes in grapevine responding to exogenous gibberellic acid. Funct Integr Genomics 2017; 17:537-549. [PMID: 28247088 DOI: 10.1007/s10142-017-0554-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Revised: 02/10/2017] [Accepted: 02/13/2017] [Indexed: 01/11/2023]
Abstract
MicroRNAs (miRNAs), as an important growth regulator, are also involved in gibberellic acid (GA) signaling, revealing much relationship between miRNAs and GA in various plant responses. Grape is highly sensitive to GA3, which plays a significant regulatory role in regulation of flower development, berry expansion, berry set, berry ripening, and seedlessness induction; further, it was found that grapevine miR061 (VvmiR061) is a GA3 responsive miRNA. In this study, grapevine REV (VvREV) and HOX32 (VvHOX32), two target genes of VvmiR061, were predicted, verified, and cloned; homologous conservation was analyzed in various plants. The expression profiles of both VvmiR061 and its target genes (VvREV and VvHOX32) under GA3 treatment were detected by qRT-PCR during grapevine flower and berry development. Results revealed that GA3 treatment has upregulated the transcription of VvREV and VvHOX32, while it downregulated the expression of VvmiR061. The function of VvmiR061 in cleaving target genes VvREV and VvHOX32 was diminished by GA3 treatment during flower developmental process. The results of this study exhibited the importance of VvmiR061 in regulating flower development and GA3 signaling pathway and also contributed some to the knowledge of small RNA-mediated regulation in grape.
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Sprissler RS, Wagnon JL, Bunton-Stasyshyn RK, Meisler MH, Hammer MF. Altered gene expression profile in a mouse model of SCN8A encephalopathy. Exp Neurol 2016; 288:134-141. [PMID: 27836728 DOI: 10.1016/j.expneurol.2016.11.002] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Revised: 10/06/2016] [Accepted: 11/03/2016] [Indexed: 02/07/2023]
Abstract
SCN8A encephalopathy is a severe, early-onset epilepsy disorder resulting from de novo gain-of-function mutations in the voltage-gated sodium channel Nav1.6. To identify the effects of this disorder on mRNA expression, RNA-seq was performed on brain tissue from a knock-in mouse expressing the patient mutation p.Asn1768Asp (N1768D). RNA was isolated from forebrain, cerebellum, and brainstem both before and after seizure onset, and from age-matched wildtype littermates. Altered transcript profiles were observed only in forebrain and only after seizures. The abundance of 50 transcripts increased more than 3-fold and 15 transcripts decreased more than 3-fold after seizures. The elevated transcripts included two anti-convulsant neuropeptides and more than a dozen genes involved in reactive astrocytosis and response to neuronal damage. There was no change in the level of transcripts encoding other voltage-gated sodium, potassium or calcium channels. Reactive astrocytosis was observed in the hippocampus of mutant mice after seizures. There is considerable overlap between the genes affected in this genetic model of epilepsy and those altered by chemically induced seizures, traumatic brain injury, ischemia, and inflammation. The data support the view that gain-of-function mutations of SCN8A lead to pathogenic alterations in brain function contributing to encephalopathy.
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Affiliation(s)
- Ryan S Sprissler
- ARL Division of Biotechnology, University of Arizona, Tucson, AZ 85721, USA
| | - Jacy L Wagnon
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA
| | | | - Miriam H Meisler
- Department of Human Genetics, University of Michigan, Ann Arbor, MI 48109, USA; Department of Neurology, University of Michigan, Ann Arbor, MI 48109, USA.
| | - Michael F Hammer
- ARL Division of Biotechnology, University of Arizona, Tucson, AZ 85721, USA; Department of Neurology, University of Arizona, Tucson, AZ 85721, USA.
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Sun X, Xie Z, Zhang C, Mu Q, Wu W, Wang B, Fang J. A characterization of grapevine of GRAS domain transcription factor gene family. Funct Integr Genomics 2016; 16:347-63. [PMID: 26842940 DOI: 10.1007/s10142-016-0479-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Revised: 12/21/2015] [Accepted: 01/19/2016] [Indexed: 11/30/2022]
Abstract
GRAS domain genes are a group of important plant-specific transcription factors that have been reported to be involved in plant development. In order to know the roles of GRAS genes in grapevine, a widely cultivated fruit crop, the study on grapevine GRAS (VvGRAS) was carried out, and from which, 43 were identified from 12× assemble grapevine genomic sequences. Further, the genomic structures, synteny, phylogeny, expression profiles in different tissues of these genes, and their roles in response to stress were investigated. Among the genes, two potential target genes (VvSCL15 and VvSCL22) for VvmiR171 were experimentally verified by PPM-RACE and RLM-RACE, in that not only the cleavage sites of miR171 on the target mRNA were mapped but also the cleaved fragments and their expressing patterns were detected. Transgenic Arabidopsis plants over expression VvSCL15 showed lower tolerance to drought and salt treatments.
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Affiliation(s)
- Xin Sun
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, Jiangsu Province, People's Republic of China
| | - Zhengqiang Xie
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, Jiangsu Province, People's Republic of China.,Department of Agronomy and Horticulture, Jiangsu Polytechnic College of Agriculture and Forestry, Jurong, 212400, Jiangsu Province, People's Republic of China
| | - Cheng Zhang
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, Jiangsu Province, People's Republic of China
| | - Qian Mu
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, Jiangsu Province, People's Republic of China
| | - Weimin Wu
- Institute of Horticulture, Jiangsu Academy of Agriculture Sciences, Nanjing, 210014, Jiangsu Province, People's Republic of China
| | - Baoju Wang
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, Jiangsu Province, People's Republic of China
| | - Jinggui Fang
- College of Horticulture, Nanjing Agricultural University, Nanjing, 210095, Jiangsu Province, People's Republic of China.
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Naserpour Farivar T, Nassiri-Asl M, Johari P, Najafipour R, Hajiali F. The Effects of Kainic Acid-Induced Seizure on Gene Expression of Brain Neurotransmitter Receptors in Mice Using RT 2 PCR Array. Basic Clin Neurosci 2016; 7:291-298. [PMID: 27872690 PMCID: PMC5102558 DOI: 10.15412/j.bcn.03070402] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Introduction: Kainic acid (KA) induces neuropathological changes in specific regions of the mouse hippocampus comparable to changes seen in patients with chronic temporal lobe epilepsy (TLE). According to different studies, the expression of a number of genes are altered in the adult rat hippocampus after status epilepticus (SE) induced by KA. This study aimed to quantitatively evaluate changes in the gene expression of brain neurotransmitter receptors one week after administration of kainic acid in the mouse hippocampus. Methods: We used 12 BALB/c mice in this study and randomly divided them into 2 groups. To both groups, saline (IP) was administered for 7 days, and on the last day, KA (10 mg/kg, IP) was injected 30 minutes after administration of saline. Subsequently, behavioural changes were observed in mice. Then, in one group (1 day group), 2 hours and in another group (7 days group), 7 days after KA administration, the hippocampus tissue of mice was removed and used for gene expression analyses. Total brain RNA was isolated and reversely transcribed. We performed qPCR using RT2 Profiler TMPCR Array Mouse Neurotransmitter Receptors and Regulators (QIAGEN) containing primers for 84 genes. In this regard, we selected 50 related genes for KA model. Results: Our results showed significant changes in the gene expression of GABAA subunits receptors, including α1-α3, α5, α6, β2, β3, γ1, ρ, and rho1-2 on day 7 compared with the day 1. Conclusion: Expression of both inhibitory and excitatory receptors changed after one week. Further studies are needed to find more molecular changes in the gene expression of brain neurotransmitter receptors and regulators over longer periods of time in KA models using RT2 PCR array.
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Affiliation(s)
| | - Marjan Nassiri-Asl
- Cellular and Molecular Research Centre, Qazvin University of Medical Sciences, Qazvin, Iran.; Department of Pharmacology, School of Medicine, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Pouran Johari
- Cellular and Molecular Research Centre, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Reza Najafipour
- Cellular and Molecular Research Centre, Qazvin University of Medical Sciences, Qazvin, Iran
| | - Farid Hajiali
- Department of Pharmacology, School of Medicine, Qazvin University of Medical Sciences, Qazvin, Iran
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Santos EADS, Marques TEBS, Matos HDC, Leite JP, Garcia-Cairasco N, Paçó-Larson ML, Gitaí DLG. Diurnal Variation Has Effect on Differential Gene Expression Analysis in the Hippocampus of the Pilocarpine-Induced Model of Mesial Temporal Lobe Epilepsy. PLoS One 2015; 10:e0141121. [PMID: 26473354 PMCID: PMC4608695 DOI: 10.1371/journal.pone.0141121] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2015] [Accepted: 10/05/2015] [Indexed: 12/31/2022] Open
Abstract
The molecular mechanisms underlying epileptogenesis have been widely investigated by differential gene expression approach, especially RT-qPCR methodology. However, controversial findings highlight the occurrence of unpredictable sources of variance in the experimental designs. Here, we investigated if diurnal rhythms of transcript's levels may impact on differential gene expression analysis in hippocampus of rats with experimental epilepsy. For this, we have selected six core clock genes (Per1, Per3, Bmal1, Clock, Cry1 and Cry2), whose rhythmic expression pattern in hippocampus had been previously reported. Initially, we identified Tubb2a/Rplp1 and Tubb2a/Ppia as suitable normalizers for circadian studies in hippocampus of rats maintained to 12:12 hour light:dark (LD) cycle. Next, we confirmed the temporal profiling of Per1, Per3, Bmal1, Cry1 and Cry2 mRNA levels in the hippocampus of naive rats by both Acrophase and CircWave statistical tests for circadian analysis. Finally, we showed that temporal differences of sampling can change experimental results for Per1, Per3, Bmal1, Cry1 and Cry2, but not for Clock, which was consistently decreased in rats with epilepsy in all comparison to the naive group. In conclusion, our study demonstrates it is mandatory to consider diurnal oscillations, in order to avoid erroneous conclusions in gene expression analysis in hippocampus of rats with epilepsy. Investigators, therefore, should be aware that genes with circadian expression could be out of phase in different animals of experimental and control groups. Moreover, our results indicate that a sub-expression of Clock may be involved in epileptogenicity, although the functional significance of this remains to be investigated.
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Affiliation(s)
- Evelin Antonieli da Silva Santos
- Department of Cellular and Molecular Biology, Institute of Biological Sciences and Health, Federal University of Alagoas, Maceio, Alagoas, Brazil
| | | | - Heloísa de Carvalho Matos
- Department of Cellular and Molecular Biology, Institute of Biological Sciences and Health, Federal University of Alagoas, Maceio, Alagoas, Brazil
| | - João Pereira Leite
- Department of Neurology, Ribeirão Preto School of Medicine, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Norberto Garcia-Cairasco
- Department of Physiology, Ribeirão Preto School of Medicine, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Maria Luisa Paçó-Larson
- Department of Cellular and Molecular Biology, Ribeirão Preto School of Medicine, University of São Paulo, Ribeirão Preto, São Paulo, Brazil
| | - Daniel Leite Góes Gitaí
- Department of Cellular and Molecular Biology, Institute of Biological Sciences and Health, Federal University of Alagoas, Maceio, Alagoas, Brazil
- * E-mail:
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Leng X, Song C, Han J, Shangguan L, Fang J, Wang C. Determination of the precise sequences of computationally predicted miRNAs in Citrus reticulata by miR-RACE and characterization of the related target genes using RLM-RACE. Gene 2015; 575:498-505. [PMID: 26385323 DOI: 10.1016/j.gene.2015.09.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2014] [Revised: 09/05/2015] [Accepted: 09/11/2015] [Indexed: 10/23/2022]
Abstract
MicroRNAs play vital roles in various biological and metabolic processes by regulating the expression of their target genes in model plants. Since there are limited reports on miRNAs in Citrus reticulata (Crt-miRNAs), the determination of precise sequences of miRNAs is essential to further analyze the functions of miRNAs in Citrus reticulata. Here, miR-RACE, a recently developed technique for determination of the potential miRNAs computationally, was employed to identify the precise sequences of Crt-miRNAs. Tissue- and development-specific expression of nine miRNAs were identified by quantitative RT-PCR in the leaves, stems, flowers and fruits Subsequently, 10 potential target genes were predicated for the eight Crt-miRNAs, most of which were transcription factors and disease resistance proteins. Four target genes were experimentally validated by Poly (A) polymerase-mediated 3′ rapid amplification of cDNA ends and RNA ligase-mediated 5′ rapid amplification of cDNA ends (PPM-RACE and RLM-RACE). Our findings showed that regulatory miRNAs in C. reticulata may play a key role in regulating growth, development, and response to disease. Future work is required to study the functions of miRNAs and their targets of C. reticulata.
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Affiliation(s)
- Xiangpeng Leng
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Changnian Song
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Jian Han
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Lingfei Shangguan
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Jinggui Fang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Chen Wang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
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Freimann K, Kurrikoff K, Langel Ü. Galanin receptors as a potential target for neurological disease. Expert Opin Ther Targets 2015. [PMID: 26220265 DOI: 10.1517/14728222.2015.1072513] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
INTRODUCTION Galanin is a 29/30 amino acid long neuropeptide that is widely expressed in the brains of many mammals. Galanin exerts its biological activities through three different G protein-coupled receptors, GalR1, GalR2 and GalR3. The widespread distribution of galanin and its receptors in the CNS and the various physiological and pharmacological effects of galanin make the galanin receptors attractive drug targets. AREAS COVERED This review provides an overview of the role of galanin and its receptors in the CNS, the involvement of the galaninergic system in various neurological diseases and the development of new galanin receptor-specific ligands. EXPERT OPINION Recent advances and novel approaches in migrating the directions of subtype-selective ligand development and chemical modifications of the peptide backbone highlight the importance of the galanin neurochemical system as a potential target for drug development.
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Affiliation(s)
- Krista Freimann
- a 1 University of Tartu, Institute of Technology , Tartu, Estonia +372 737 4871 ;
| | - Kaido Kurrikoff
- b 2 University of Tartu, Institute of Technology , Tartu, Estonia
| | - Ülo Langel
- c 3 University of Tartu, Institute of Technology , Tartu, Estonia.,d 4 Stockholm University, Arrhenius Laboratories for Natural Science, Department of Neurochemistry , Stockholm, Sweden
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Leng X, Fang J, Pervaiz T, Li Y, Wang X, Liu D, Zhu X, Fang J. Characterization of Expression Patterns of Grapevine MicroRNA Family Members using MicroRNA Rapid Amplification of Complementary DNA Ends. THE PLANT GENOME 2015; 8:eplantgenome2014.10.0069. [PMID: 33228326 DOI: 10.3835/plantgenome2014.10.0069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2014] [Accepted: 03/11/2015] [Indexed: 06/11/2023]
Abstract
Grapevine (Vitis vinifera L.), with important nutritional values and health benefits, is one of the most economically fruit crop worldwide. In the present study, real-time quantitative polymerase chain reaction (qRT-PCR) and microRNA rapid amplification of cDNA ends (miR-RACE) techniques were used to characterize the expression and diversification patterns of various grapevine microRNAs (Vv-miRNAs) and their family members in grapevine. Based on our results, eight different grapevine miRNAs (miR159, miR164, miR167, miR172, miR319, miR393, miR396, and miR398) and their family members were expressed in different tissues at various developmental stages. The qRT-PCR results showed that the expression levels of Vv-miRNAs during grapevine development were dynamic. Furthermore, based on miR-RACE analysis and polymerase chain reaction (PCR) product sequencing results, different members within the same miRNA family were also expressed at different levels. Comparing the spatiotemporal expression levels of different members in the same miRNA family indicated that some miRNA families might have a key miRNA member that played the prominent role in regulation of their subsequent common target genes. In conclusion, our results showed that miR-RACE is a powerful technique to analyze the expression patterns of different members in the same miRNA family in terms of reverse-transcription (RT) efficiency and specificity. The findings of the expression diversification among Vv-miRNA family members and the existence of some Vv-miRNAs playing the key role could add to our understanding about the regulatory role of miRNAs in grapevine.
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Affiliation(s)
- Xiangpeng Leng
- College of Horticulture, Nanjing Agricultural Univ., Tongwei Rd. 6, Nanjing, 210095, P.R. China
| | - Jinxiang Fang
- Chinese Medicine Hospital in Linyi City, Jiefang Rd. 211, Linyi, 276003, P.R. China
| | - Tariq Pervaiz
- College of Horticulture, Nanjing Agricultural Univ., Tongwei Rd. 6, Nanjing, 210095, P.R. China
| | - Yu Li
- College of Horticulture, Nanjing Agricultural Univ., Tongwei Rd. 6, Nanjing, 210095, P.R. China
| | - Xiaomin Wang
- Institute of Botany, Jiangsu Province and the Chinese Academy of Sciences, P.O. Box1435, No.1 Qianhu Houcun, Zhongshanmen Wai, Nanjing, 210014, P.R. China
| | - Dan Liu
- College of Horticulture, Nanjing Agricultural Univ., Tongwei Rd. 6, Nanjing, 210095, P.R. China
| | - Xudong Zhu
- College of Horticulture, Nanjing Agricultural Univ., Tongwei Rd. 6, Nanjing, 210095, P.R. China
| | - Jinggui Fang
- College of Horticulture, Nanjing Agricultural Univ., Tongwei Rd. 6, Nanjing, 210095, P.R. China
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Gruber HE, Hoelscher GL, Bethea SF, Menscher EA, Ingram JA, Templin MA, Hanley EN. Cortistatin is endogenous to the human intervertebral disc and exerts in vitro mitogenic effects on annulus cells and a downregulatory effect on TNF-α expression. Spine J 2014; 14:2995-3001. [PMID: 24912122 DOI: 10.1016/j.spinee.2014.06.002] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Revised: 04/29/2014] [Accepted: 06/02/2014] [Indexed: 02/03/2023]
Abstract
BACKGROUND CONTEXT Cortistatin (CST) is a recently discovered cyclic neuropeptide with biologic anti-inflammatory properties relevant to disc degeneration. PURPOSE To test whether CST is present in the disc tissue, whether its expression is influenced by tumor necrosis factor-α (TNF-α), and whether it influences cell proliferation. STUDY DESIGN Institutional review board-approved study using immunohistochemistry on human disc tissue, in vitro annulus cultures to determine the effect of CST on cell proliferation, and the effect of TNF-α on CST gene expression. PATIENT SAMPLE Discs from 12 subjects used for immunohistochemistry, four annulus specimens used for cell culture with proinflammatory cytokines, and 11 used for cell proliferation analyses. OUTCOME MEASURES Immunohistochemical localization of CST, gene expression of CST, and cell proliferation analyses. METHODS Immunohistochemistry localized CST in disc tissue. Microarray analysis measured CST gene expression. Human annulus cells were exposed to CST for proliferation tests or cultured for the effect of TNF-α on CST expression. Standard statistical analyses were performed. RESULTS Immunohistochemistry identified CST in outer annulus, inner annulus, and nucleus tissue. Annulus cells exposed to TNF-α revealed significantly lower CST expression (p=.013). Exposure to CST significantly increased proliferation. Quantitative real-time polymerase chain reaction also confirmed expression of CST in vitro. CONCLUSIONS Data provide the first evidence that CST is present in the human disc. Addition of CST significantly increased cell proliferation. Cortistatin expression was significantly downregulated by TNF-α exposure in vitro. Findings suggest possible in vivo reduction of the anti-inflammatory actions of CST because of elevated proinflammatory cytokines during degenerating disc.
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Affiliation(s)
- Helen E Gruber
- Department of Orthopaedic Surgery, Carolinas Medical Center, PO Box 32861, Charlotte, NC 28232, USA.
| | - Gretchen L Hoelscher
- Department of Orthopaedic Surgery, Carolinas Medical Center, PO Box 32861, Charlotte, NC 28232, USA
| | - Synthia F Bethea
- Department of Orthopaedic Surgery, Carolinas Medical Center, PO Box 32861, Charlotte, NC 28232, USA
| | - Evan A Menscher
- Department of Orthopaedic Surgery, Carolinas Medical Center, PO Box 32861, Charlotte, NC 28232, USA
| | - Jane A Ingram
- Department of Orthopaedic Surgery, Carolinas Medical Center, PO Box 32861, Charlotte, NC 28232, USA
| | - Megan A Templin
- Dickson Advanced Analytics, Carolinas Medical Center, PO Box 32861, Charlotte, NC 28232, USA
| | - Edward N Hanley
- Department of Orthopaedic Surgery, Carolinas Medical Center, PO Box 32861, Charlotte, NC 28232, USA
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16
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Cloning, expression, and characterization of miR058 and its target PPO during the development of grapevine berry stone. Gene 2014; 548:166-73. [DOI: 10.1016/j.gene.2014.07.021] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2013] [Revised: 07/01/2014] [Accepted: 07/09/2014] [Indexed: 12/19/2022]
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17
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Clynen E, Swijsen A, Raijmakers M, Hoogland G, Rigo JM. Neuropeptides as targets for the development of anticonvulsant drugs. Mol Neurobiol 2014; 50:626-46. [PMID: 24705860 PMCID: PMC4182642 DOI: 10.1007/s12035-014-8669-x] [Citation(s) in RCA: 85] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2013] [Accepted: 02/27/2014] [Indexed: 11/04/2022]
Abstract
Epilepsy is a common neurological disorder characterized by recurrent seizures. These seizures are due to abnormal excessive and synchronous neuronal activity in the brain caused by a disruption of the delicate balance between excitation and inhibition. Neuropeptides can contribute to such misbalance by modulating the effect of classical excitatory and inhibitory neurotransmitters. In this review, we discuss 21 different neuropeptides that have been linked to seizure disorders. These neuropeptides show an aberrant expression and/or release in animal seizure models and/or epilepsy patients. Many of these endogenous peptides, like adrenocorticotropic hormone, angiotensin, cholecystokinin, cortistatin, dynorphin, galanin, ghrelin, neuropeptide Y, neurotensin, somatostatin, and thyrotropin-releasing hormone, are able to suppress seizures in the brain. Other neuropeptides, such as arginine-vasopressine peptide, corticotropin-releasing hormone, enkephalin, β-endorphin, pituitary adenylate cyclase-activating polypeptide, and tachykinins have proconvulsive properties. For oxytocin and melanin-concentrating hormone both pro- and anticonvulsive effects have been reported, and this seems to be dose or time dependent. All these neuropeptides and their receptors are interesting targets for the development of new antiepileptic drugs. Other neuropeptides such as nesfatin-1 and vasoactive intestinal peptide have been less studied in this field; however, as nesfatin-1 levels change over the course of epilepsy, this can be considered as an interesting marker to diagnose patients who have suffered a recent epileptic seizure.
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Affiliation(s)
- Elke Clynen
- Biomedical Research Institute BIOMED, Hasselt University, Martelarenlaan 42, 3500, Hasselt, Belgium,
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18
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Wang C, Leng X, Zhang Y, Kayesh E, Zhang Y, Sun X, Fang J. Transcriptome-wide analysis of dynamic variations in regulation modes of grapevine microRNAs on their target genes during grapevine development. PLANT MOLECULAR BIOLOGY 2014; 84:269-85. [PMID: 24081692 DOI: 10.1007/s11103-013-0132-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2013] [Accepted: 09/17/2013] [Indexed: 05/09/2023]
Abstract
MicroRNAs (miRNAs) play critical regulatory roles mainly through cleaving their target mRNAs or repressing gene translation during plant development. Grapevines are among the most economically important fruit crops with available whole genome sequences. Studies on grapevine miRNAs (Vv-miRNAs) are also widely available. However, studies on the regulation mode of Vv-miRNAs on their target mRNAs during grapevine development have not been studied well, especially at the transcriptome-wide level. Here, six small RNA and mRNA libraries from various grapevine tissues were constructed for Illumina and Degradome sequencing. Subsequently, we systematically analyzed the spatiotemporal variations in the regulation of the target genes of regulation of Vv-miRNAs. In total, 242 known and 132 novel Vv-miRNAs and 193 target mRNAs were identified, including 103 target mRNAs for known and 90 target mRNAs for novel miRNAs, were validated in one or more of the tissues examined. More than 50 % of novel miRNAs were expressed exclusively in the flowers and berries, where they cleaved their target genes in a tissue-specific manner, especially, the breadth of their cleavage sites in flower tissues. Moreover, six novel miRNAs in berries responded to exogenous gibberellin and/or ethylene under a quantitative real time RT-PCR analysis, which confirmed their regulatory functions during berry development. Up to 93.6 % of the known miRNAs were highly conserved in various tissues, where their expression levels exhibited dynamic variations during grapevine development. Significantly, some Vv-miRNA families had one key member that acted as the main regulator of their target genes during grapevine development.
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Affiliation(s)
- Chen Wang
- College of Horticulture, Nanjing Agricultural University, 1 Weigang, Nanjing, 210095, China,
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19
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Shangguan L, Song C, Han J, Leng X, Kibet KN, Mu Q, Kayesh E, Fang J. Characterization of regulatory mechanism of Poncirus trifoliata microRNAs on their target genes with an integrated strategy of newly developed PPM-RACE and RLM-RACE. Gene 2014; 535:42-52. [PMID: 24275346 DOI: 10.1016/j.gene.2013.10.069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2013] [Revised: 09/25/2013] [Accepted: 10/27/2013] [Indexed: 12/21/2022]
Abstract
MicroRNAs (miRNAs) play an important role in post-transcriptional gene regulation that involved various biological and metabolic processes. Many extensive studies have been done in model plant species, to discover miRNAs' regulating expression of their target genes and analyze their functions. But, the function of Poncirus trifoliata miRNAs has not been properly investigated. In this study, we employed the RNA ligase-mediated 5' rapid amplification of cDNA ends (RLM-RACE) and the newly developed method called poly (A) polymerase-mediated 3' rapid amplification of cDNA ends (PPM-RACE), which mapped the cleavage site of target mRNAs and detected expression patterns of cleaved fragments that could in turn indicate the regulatory functions of the miRNAs on their target genes. Furthermore, the spatiotemporal expression levels of target genes were analyzed by qRT-PCR, with exhibiting different expression trends from their corresponding miRNAs, thus indicating the cleavage mode of miRNAs on their target genes. The expression patterns of miRNAs, their target mRNAs and cleaved target mRNAs in different organs of juvenile and adult trifoliate orange were studied. The results showed that the expression of miRNAs and their target mRNAs was in a trade-off trend. When the miRNA expression was high, its corresponding target mRNA expression was low, while the cleaved target mRNA expression was high; when the miRNA expression was low, its target mRNA expression was high, while the expression of cleaved target mRNAs follows that of the miRNA. The validation of the cleavage site of target mRNAs and the detection of expression patterns of cleaved fragments can further broaden the knowledge of small RNA-mediated regulation in P. trifoliate.
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Affiliation(s)
- Lingfei Shangguan
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Changnian Song
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Jian Han
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Xiangpeng Leng
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Korir Nicholas Kibet
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Qian Mu
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Emrul Kayesh
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
| | - Jinggui Fang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China.
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20
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Mlsna LM, Koh S. Maturation-dependent behavioral deficits and cell injury in developing animals during the subacute postictal period. Epilepsy Behav 2013; 29:190-7. [PMID: 23973645 PMCID: PMC3927371 DOI: 10.1016/j.yebeh.2013.07.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2013] [Revised: 07/16/2013] [Accepted: 07/17/2013] [Indexed: 11/17/2022]
Abstract
Prolonged early-life seizures are associated with disruptions of affective and cognitive function. Postictal disturbances, temporary functional deficits that persist for hours to days after seizures, have not yet been thoroughly characterized. Here, we used kainic acid (KA) to induce status epilepticus (SE) in immature rats at three developmental stages (postnatal day (P) 15, 21, or 30) and subsequently assessed spatial learning and memory in a Barnes maze, exploratory behavior in an open field, and the spatiotemporal distribution of cell injury during the first 7-10 days of the postictal period. At 1 day post-SE, P15-SE rats showed no deficit in the Barnes maze but were hyperexploratory in an open field compared with their littermate controls. In contrast, P21- and P30-SE rats exhibited markedly impaired performance in the Barnes maze and exhibited significantly reduced open field exploration suggestive of anxiety-like behavior. These behavioral changes were transient in P15 rats but more persistent in P21 and enduring in P30 rats after KA-SE. The time course of behavioral deficits in P21 and P30 rats was temporally correlated with the presence of neuronal injury in the lateral septal nuclei, amygdala, and ventral subiculum/CA1, regions involved in modulation of the hypothalamic-pituitary-adrenal stress response.
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Affiliation(s)
- Lauren M Mlsna
- Neurobiology Program, Ann & Robert H. Lurie Children's Hospital of Chicago Research Center, Department of Pediatrics, Northwestern University, Feinberg School of Medicine, Chicago, IL 60614, USA
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Wang C, Han J, Korir NK, Wang X, Liu H, Li X, Leng X, Fang J. Characterization of target mRNAs for grapevine microRNAs with an integrated strategy of modified RLM-RACE, newly developed PPM-RACE and qPCRs. JOURNAL OF PLANT PHYSIOLOGY 2013; 170:943-57. [PMID: 23582890 DOI: 10.1016/j.jplph.2013.02.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2012] [Revised: 02/07/2013] [Accepted: 02/08/2013] [Indexed: 05/10/2023]
Abstract
MicroRNAs (miRNAs) regulate target gene expression by mediating target gene cleavage or inhibition of translation at transcriptional and post-transcriptional levels in higher plants. Until now, many grapevine microRNAs (Vv-miRNAs) have been identified and quite a number of miRNA target genes were also verified by various analysis. However, global interaction of miRNAs with their target genes still remained to perform more research. We reported experimental validation of a number of miRNA target genes in table grapevine that had been previously identified by bioinformatics in our earlier studies. To verify more predicted target genes of Vv-miRNAs and elucidate the modes by which these Vv-miRNAs work on their target genes, 31 unverified potential target genes for 18 Vv-miRNAs were experimentally verified by a new integrated strategy employing a modified 5'-RLM-RACE (RNA ligase-mediated 5' rapid amplification of cDNA ends), 3'-PPM-RACE (poly(A) polymerase-mediated 3' rapid amplification of cDNA ends) and qRT-PCRs of cleavage products. The results showed that these Vv-miRNAs negatively regulated expression of their target messenger RNAs (mRNAs) through guiding corresponding target mRNA cleavage, of which about 94.4% Vv-miRNAs cleaved their target mRNAs mainly at the tenth nucleotide of 5'-end of miRNAs. Expression levels of both miRNAs and their target mRNAs in eight tissues exhibited inverse relationships, and expressions both of cleaved targets and miRNAs indicated a cleavage mode of Vv-miRNAs on their target genes. Our results confirm the importance of Vv-miRNAs in grapevine growth and development, and suggest more study on Vv-miRNAs and targets can enrich the knowledge of miRNA mediated-regulation in grapevine.
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Affiliation(s)
- Chen Wang
- College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
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22
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Karlsson O, Kultima K, Wadensten H, Nilsson A, Roman E, Andrén PE, Brittebo EB. Neurotoxin-induced neuropeptide perturbations in striatum of neonatal rats. J Proteome Res 2013; 12:1678-90. [PMID: 23410195 DOI: 10.1021/pr3010265] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
The cyanobacterial toxin β-N-methylamino-l-alanine (BMAA) is suggested to play a role in neurodegenerative disease. We have previously shown that although the selective uptake of BMAA in the rodent neonatal striatum does not cause neuronal cell death, exposure during the neonatal development leads to cognitive impairments in adult rats. The aim of the present study was to characterize the changes in the striatal neuropeptide systems of male and female rat pups treated neonatally (postnatal days 9-10) with BMAA (40-460 mg/kg). The label-free quantification of the relative levels of endogenous neuropeptides using mass spectrometry revealed that 25 peptides from 13 neuropeptide precursors were significantly changed in the rat neonatal striatum. The exposure to noncytotoxic doses of BMAA induced a dose-dependent increase of neurosecretory protein VGF-derived peptides, and changes in the relative levels of cholecystokinin, chromogranin, secretogranin, MCH, somatostatin and cortistatin-derived peptides were observed at the highest dose. In addition, the results revealed a sex-dependent increase in the relative level of peptides derived from the proenkephalin-A and protachykinin-1 precursors, including substance P and neurokinin A, in female pups. Because several of these peptides play a critical role in the development and survival of neurons, the observed neuropeptide changes might be possible mediators of BMAA-induced behavioral changes. Moreover, some neuropeptide changes suggest potential sex-related differences in susceptibility toward this neurotoxin. The present study also suggests that neuropeptide profiling might provide a sensitive characterization of the BMAA-induced noncytotoxic effects on the developing brain.
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Affiliation(s)
- Oskar Karlsson
- Department of Pharmaceutical Biosciences, Uppsala University , SE-751 24 Uppsala, Sweden
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23
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Abstract
MicroRNAs (miRNAs) are an extensive class of newly identified small RNAs that regulate gene expression at post-transcription level by mRNA cleavage or translation. In our study, we used qRT-PCR and found that Vv-miR164 is expression in grapevine leaves, stems, tendrils, inflorescences, flowers and fruits. In addition, two potential target genes for Vv-miR164 were also found and verified by PPM-RACE and RLM-RACE. The results not only maps the cleavage site of the target mRNA but allowed for detection the expression pattern of cleaved fragments that can indicate the regulatory function of this miRNA on its target genes. These target genes were explored by qRT-PCR where some exhibited different expression patterns from their corresponding miRNA, indicating the cleavage mode of the miRNA on its target genes. The efficient and powerful approach used in this study can help in further understanding of how miRNAs cleaved their target mRNAs. Results from this study prove the importance of Vv-miR164 in regulating development and growth of grapes, and adds to the existing knowledge of small RNA-mediated regulation in grapes.
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Sun X, Korir NK, Han J, Shangguan LF, Kayesh E, Leng XP, Fang JG. Characterization of grapevine microR164 and its target genes. Mol Biol Rep 2012; 39:9463-72. [PMID: 22733489 DOI: 10.1007/s11033-012-1811-9] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2011] [Accepted: 06/10/2012] [Indexed: 12/17/2022]
Abstract
MicroRNAs (miRNAs) are an extensive class of newly identified small RNAs that regulate gene expression at post-transcription level by mRNA cleavage or translation. In our study, we used qRT-PCR and found that Vv-miR164 is expression in grapevine leaves, stems, tendrils, inflorescences, flowers and fruits. In addition, two potential target genes for Vv-miR164 were also found and verified by PPM-RACE and RLM-RACE. The results not only maps the cleavage site of the target mRNA but allowed for detection the expression pattern of cleaved fragments that can indicate the regulatory function of this miRNA on its target genes. These target genes were explored by qRT-PCR where some exhibited different expression patterns from their corresponding miRNA, indicating the cleavage mode of the miRNA on its target genes. The efficient and powerful approach used in this study can help in further understanding of how miRNAs cleaved their target mRNAs. Results from this study prove the importance of Vv-miR164 in regulating development and growth of grapes, and adds to the existing knowledge of small RNA-mediated regulation in grapes.
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Affiliation(s)
- Xin Sun
- College of Horticulture, Nanjing Agricultural University, No. 1 Weigang Road, Nanjing, 210095 Jiangsu Province, People's Republic of China.
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Song C, Yu M, Han J, Wang C, Liu H, Zhang Y, Fang J. Validation and characterization of Citrus sinensis microRNAs and their target genes. BMC Res Notes 2012; 5:235. [PMID: 22583737 PMCID: PMC3436860 DOI: 10.1186/1756-0500-5-235] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2012] [Accepted: 04/04/2012] [Indexed: 11/10/2022] Open
Abstract
Background MicroRNAs play vital role in plant growth and development by changeable expression of their target genes with most plant microRNAs having perfect or near-perfect complementarities with their target genes but miRNAs in Citrus sinensis (csi-miRNAs) and their function have not been widely studied. Findings In this study, 15 potential microRNAs in Citrus sinensis (csi-miRNAs) were identified and bioinformatically validated using miR-RACE, a newly developed method for determination of miRNAs prediction computationally. The expression of these fifteen C. sinensis miRNAs can be detected in leaves, stems, flowers and fruits of C. sinensis by QRT-PCR with some of them showed tissue-specific expression. Six potential target genes were identified for six csi-miRNAs and also experimentally verified by Poly (A) polymerase -mediated 3′ rapid amplification of cDNA ends (PPM-RACE) and RNA ligase-mediated 5′ rapid amplification of cDNA ends (RLM-RACE) which mapped the cleavage site of target mRNAs and detected expression patterns of cleaved fragments that indicate the regulatory function of the miRNAs on their target genes. Conclusions Our results confirm that small RNA-mediated regulation whereby all csi-miRNAs regulate their target genes by degradation.
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Affiliation(s)
- Changnian Song
- College of Horticulture, Nanjing Agricultural University, 1 Weigang, Nanjing 210095, China
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Abstract
The incidence of epilepsy is at its highest in childhood and seizures can persist for a lifetime. As brain tissue from pediatric patients with epilepsy is rarely available, the analysis of molecular and cellular changes during epileptogenesis, which could serve as targets for treatment approaches, has to rely largely on the analysis of tissue from animal models. However, these data have to be analyzed in the context of the developmental stage when the insult occurs. Here we review the current status of the available animal models, the molecular analysis done in these models, as well as treatment attempts to prevent epileptogenesis in the immature brain. Considering that epilepsy is one of the major childhood neurological diseases, it is remarkable how little is known on epileptogenesis in the immature brain at a molecular level. It is a true challenge for the future to expand the armamentarium of clinically relevant animal models, and systematic analysis of molecular and cellular data to enhance the probability of developing syndrome specific antiepileptogenic treatments and biomarkers for acquired pediatric epileptogenesis.
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Webling KEB, Runesson J, Bartfai T, Langel Ü. Galanin receptors and ligands. Front Endocrinol (Lausanne) 2012; 3:146. [PMID: 23233848 PMCID: PMC3516677 DOI: 10.3389/fendo.2012.00146] [Citation(s) in RCA: 94] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2012] [Accepted: 11/08/2012] [Indexed: 12/13/2022] Open
Abstract
The neuropeptide galanin was first discovered 30 years ago. Today, the galanin family consists of galanin, galanin-like peptide (GALP), galanin-message associated peptide (GMAP), and alarin and this family has been shown to be involved in a wide variety of biological and pathological functions. The effect is mediated through three GPCR subtypes, GalR1-3. The limited number of specific ligands to the galanin receptor subtypes has hindered the understanding of the individual effects of each receptor subtype. This review aims to summarize the current data of the importance of the galanin receptor subtypes and receptor subtype specific agonists and antagonists and their involvement in different biological and pathological functions.
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Affiliation(s)
- Kristin E. B. Webling
- Department of Neurochemistry, Arrhenius Laboratories for Natural Science, Stockholm UniversityStockholm, Sweden
- *Correspondence: Kristin E. B. Webling, Department of Neurochemistry, Arrhenius Laboratories for Natural Science, Stockholm University, Svante Arrheniusv. 21A, 10691 Stockholm, Sweden. e-mail:
| | - Johan Runesson
- Department of Neurochemistry, Arrhenius Laboratories for Natural Science, Stockholm UniversityStockholm, Sweden
| | - Tamas Bartfai
- Molecular and Integrative Neurosciences Department, The Scripps Research InstituteLa Jolla, CA, USA
| | - Ülo Langel
- Department of Neurochemistry, Arrhenius Laboratories for Natural Science, Stockholm UniversityStockholm, Sweden
- Institute of Technology, University of TartuTartu, Estonia
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Mitchell MW. Bias of the Random Forest Out-of-Bag (OOB) Error for Certain Input Parameters. ACTA ACUST UNITED AC 2011. [DOI: 10.4236/ojs.2011.13024] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Dabrowski M, Dojer N, Zawadzka M, Mieczkowski J, Kaminska B. Comparative analysis of cis-regulation following stroke and seizures in subspaces of conserved eigensystems. BMC SYSTEMS BIOLOGY 2010; 4:86. [PMID: 20565733 PMCID: PMC2902439 DOI: 10.1186/1752-0509-4-86] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2009] [Accepted: 06/17/2010] [Indexed: 11/10/2022]
Abstract
BACKGROUND It is often desirable to separate effects of different regulators on gene expression, or to identify effects of the same regulator across several systems. Here, we focus on the rat brain following stroke or seizures, and demonstrate how the two tasks can be approached simultaneously. RESULTS We applied SVD to time-series gene expression datasets from the rat experimental models of stroke and seizures. We demonstrate conservation of two eigensystems, reflecting inflammation and/or apoptosis (eigensystem 2) and neuronal synaptic activity (eigensystem 3), between the stroke and seizures. We analyzed cis-regulation of gene expression in the subspaces of the conserved eigensystems. Bayesian networks analysis was performed separately for either experimental model, with cross-system validation of the highest-ranking features. In this way, we correctly re-discovered the role of AP1 in the regulation of apoptosis, and the involvement of Creb and Egr in the regulation of synaptic activity-related genes. We identified a novel antagonistic effect of the motif recognized by the nuclear matrix attachment region-binding protein Satb1 on AP1-driven transcriptional activation, suggesting a link between chromatin loop structure and gene activation by AP1. The effects of motifs binding Satb1 and Creb on gene expression in brain conform to the assumption of the linear response model of gene regulation. Our data also suggest that numerous enhancers of neuronal-specific genes are important for their responsiveness to the synaptic activity. CONCLUSION Eigensystems conserved between stroke and seizures separate effects of inflammation/apoptosis and neuronal synaptic activity, exerted by different transcription factors, on gene expression in rat brain.
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Affiliation(s)
- Michal Dabrowski
- Laboratory of Transcription Regulation, Department of Cell Biology, Nencki Institute, Pasteura 3, 02-093 Warsaw, Poland.
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Wang YY, Smith P, Murphy M, Cook M. Global expression profiling in epileptogenesis: does it add to the confusion? Brain Pathol 2010; 20:1-16. [PMID: 19243383 PMCID: PMC2805866 DOI: 10.1111/j.1750-3639.2008.00254.x] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2008] [Revised: 10/23/2008] [Accepted: 10/28/2008] [Indexed: 12/14/2022] Open
Abstract
Since the inception of global gene expression profiling platforms in the mid-1990s, there has been a significant increase in publications of differentially expressed genes in the process of epileptogenesis. In particular for mesial temporal lobe epilepsy, the presence of a latency period between the first manifestation of seizures to chronic epilepsy provides the opportunity for therapeutic interventions at the molecular biology level. Using global expression profiling techniques, approximately 2000 genes have been published demonstrating differential expression in mesial temporal epilepsy. The majority of these changes, however, are specific to laboratory or experimental conditions with only 53 genes demonstrating changes in more than two publications. To this end, we review the current status of gene expression profiling in epileptogenesis and suggest standard guidelines to be followed for greater accuracy and reproducibility of results.
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Affiliation(s)
- Yi Yuen Wang
- Centre for Clinical Neuroscience and Neurological Research, St Vincent's Hospital, Melbourne, Australia.
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31
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Szczepińska T, Pawłowski K. Looking for chromosome spatial organization rules in microarray gene expression data. BMC Bioinformatics 2009. [PMCID: PMC2764130 DOI: 10.1186/1471-2105-10-s13-o6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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32
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Rogic S, Pavlidis P. Meta-analysis of kindling-induced gene expression changes in the rat hippocampus. Front Neurosci 2009; 3:53. [PMID: 20582280 PMCID: PMC2858611 DOI: 10.3389/neuro.15.001.2009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2009] [Accepted: 08/27/2009] [Indexed: 02/05/2023] Open
Abstract
Numerous studies have been performed to examine gene expression patterns in the rodent hippocampus in the kindling model of epilepsy. However, recent reviews of this literature have revealed limited agreement among studies. Because this conclusion was based on retrospective comparison of reported “hit lists” from individual studies, we hypothesized that re-analysis of the original expression data would help address this concern. In this paper, we reanalyzed four genome-wide expression studies of excitotoxin-induced kindling in rat and performed a statistical meta-analysis. The meta-analysis revealed over 800 genes which show significant change in expression 24 h after initial seizure induction, and 59 genes altered after 10 days. To evaluate our results in light of previous work, we assembled a reference list of genes formed from a consensus of the published literature. Our profiles include most of the genes in this reference list, and most of the additional genes are from pathways or biological processes previously recognized to be altered in kindling. In addition our results emphasized expression changes in lipid metabolism and protein degradation pathways. We conclude that a cautious re-analysis of published expression data can help illuminate genes and pathways underling kindling. Supplementary Material is available at http://www.chibi.ubc.ca/faculty/pavlidis/meta-analysis-of-brain-kindling/
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Affiliation(s)
- Sanja Rogic
- Department of Psychiatry and Centre for High-Throughput Biology, University of British Columbia Vancouver, BC, Canada
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Kubek MJ, Domb AJ, Veronesi MC. Attenuation of kindled seizures by intranasal delivery of neuropeptide-loaded nanoparticles. Neurotherapeutics 2009; 6:359-71. [PMID: 19332331 PMCID: PMC5084215 DOI: 10.1016/j.nurt.2009.02.001] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2009] [Accepted: 02/03/2009] [Indexed: 10/21/2022] Open
Abstract
Thyrotropin-releasing hormone (TRH; Protirelin), an endogenous neuropeptide, is known to have anticonvulsant effects in animal seizure models and certain intractable epileptic patients. Its duration of action, however, is limited by rapid tissue metabolism and the blood-brain barrier. Direct nose-to-brain delivery of neuropeptides in sustained-release biodegradable nanoparticles (NPs) is a promising mode of therapy for enhancing CNS neuropeptide bioavailability. To provide proof of principle for this delivery approach, we used the kindling model of temporal lobe epilepsy to show that 1) TRH-loaded copolymer microdisks implanted in a seizure focus can attenuate kindling development in terms of behavioral stage, afterdischarge duration (ADD), and clonus duration; 2) intranasal administration of an unprotected TRH analog can acutely suppress fully kindled seizures in a concentration-dependent manner in terms of ADD and seizure stage; and 3) intranasal administration of polylactide nanoparticles (PLA-NPs) containing TRH (TRH-NPs) can impede kindling development in terms of behavioral stage, ADD, and clonus duration. Additionally, we used intranasal delivery of fluorescent dye-loaded PLA-NPs in rats and application of dye-loaded or dye-attached NPs to cortical neurons in culture to demonstrate NP uptake and distribution over time in vivo and in vitro respectively. Also, a nanoparticle immunostaining method was developed as a procedure for directly visualizing the tissue level and distribution of neuropeptide-loaded nanoparticles. Collectively, the data provide proof of concept for intranasal delivery of TRH-NPs as a viable means to 1) suppress seizures and perhaps epileptogenesis and 2) become the lead compound for intranasal anticonvulsant nanoparticle therapeutics.
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Affiliation(s)
- Michael J Kubek
- Department of Anatomy, Indiana University School of Medicine, Indianapolis, Indiana 46202, USA.
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Abstract
Although the random forest classification procedure works well in datasets with many features, when the number of features is huge and the percentage of truly informative features is small, such as with DNA microarray data, its performance tends to decline significantly. In such instances, the procedure can be improved by reducing the contribution of trees whose nodes are populated by non-informative features. To some extent, this can be achieved by prefiltering, but we propose a novel, yet simple, adjustment that has demonstrably superior performance: choose the eligible subsets at each node by weighted random sampling instead of simple random sampling, with the weights tilted in favor of the informative features. This results in an 'enriched random forest'. We illustrate the superior performance of this procedure in several actual microarray datasets.
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Affiliation(s)
- Dhammika Amaratunga
- Department of Nonclinical Biostatistics, Johnson & Johnson PRD LLC, Raritan, NJ 08869, USA.
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35
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de Lecea L. Cortistatin--functions in the central nervous system. Mol Cell Endocrinol 2008; 286:88-95. [PMID: 18374474 DOI: 10.1016/j.mce.2007.12.014] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2007] [Revised: 11/29/2007] [Accepted: 12/19/2007] [Indexed: 11/22/2022]
Abstract
Cortistatin (CST) is a neuropeptide from the somatostatin (SRIF)/urotensin (UII) family named after its predominantly cortical expression and ability to depress cortical activity, which was discovered a decade ago. In vitro assays show CST is able to bind all five cloned somatostatin receptors and shares many pharmacological and functional properties with SRIF. However, distinct from SRIF, CST has been shown to induce slow-wave sleep, reduce locomotor activity, and activate cation selective currents not responsive to somatostatin. Different lines of evidence also indicate that CST, like SRIF, is involved in learning and memory processes. CST-14 may also function as an endogenous anti-convulsant. In addition to its role in cortical synchronization, CST-14 has emerged as an important mediator of immunity and inflammation. This review will cover some of the basic properties of CST in the brain, and will discuss new data on the role of CST in cortical activity.
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Affiliation(s)
- Luis de Lecea
- Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA 94304, USA.
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Morita M, Imai H, Liu Y, Xu X, Sadamatsu M, Nakagami R, Shirakawa T, Nakano K, Kita Y, Yoshida K, Tsunashima K, Kato N. FK506-protective effects against trimethyltin neurotoxicity in rats: hippocampal expression analyses reveal the involvement of periarterial osteopontin. Neuroscience 2008; 153:1135-45. [PMID: 18440706 DOI: 10.1016/j.neuroscience.2008.01.078] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2007] [Revised: 01/22/2008] [Accepted: 01/29/2008] [Indexed: 12/26/2022]
Abstract
There is little information on the molecular mechanisms in FK506-mediated neuroprotection. In the present study, we investigated the protective effect of FK506, an immunosuppressant and neuroprotectant, on trimethyltin (TMT)-induced neurotoxicity in the rat hippocampus. Histologically, TMT-induced neuronal damage was partially prevented by FK506 in the hippocampal CA1 region, but not in CA3. FK506 treatment significantly reduced the number of apoptotic cells in CA1, but not in CA3, and also prevented induction of cognitive deficits by TMT. Microarray analysis of the rat hippocampus detected 14 genes with TMT-induced alteration of mRNA expression that was rescued by FK506 treatment. Subsequent quantitative RT-PCR analysis confirmed elevated mRNA levels for four inflammatory genes, glutathione S-transferase, lysozyme, matrix Gla protein, and osteopontin after TMT treatment. Upregulation of these genes was reversed by FK506 treatment at 5 days postgavage. Immunohistochemistry revealed that FK506 reduced osteopontin (OPN) induction by TMT in the periarterial area at 5 days postgavage. Our data suggest that inflammatory gene expression is involved in TMT-induced damage to the hippocampal CA1 region, resulting in apoptosis, and that this process is initiated by periarterial OPN activation, and can be alleviated by FK506.
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Affiliation(s)
- M Morita
- Department of Neuroscience, Astellas Pharmacology Inc., Miyukigaoka Research Center, 21 Miyukigaoka, Tsukuba, Ibaraki, Japan.
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Kanter-Schlifke I, Toft Sørensen A, Ledri M, Kuteeva E, Hökfelt T, Kokaia M. Galanin gene transfer curtails generalized seizures in kindled rats without altering hippocampal synaptic plasticity. Neuroscience 2007; 150:984-92. [DOI: 10.1016/j.neuroscience.2007.09.056] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2007] [Revised: 09/10/2007] [Accepted: 09/28/2007] [Indexed: 11/26/2022]
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Lukasiuk K, Pitkänen A. Gene and protein expression in experimental status epilepticus. Epilepsia 2007; 48 Suppl 8:28-32. [DOI: 10.1111/j.1528-1167.2007.01342.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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39
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A comparative genomics approach to identifying the plasticity transcriptome. BMC Neurosci 2007; 8:20. [PMID: 17355637 PMCID: PMC1831778 DOI: 10.1186/1471-2202-8-20] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2006] [Accepted: 03/13/2007] [Indexed: 02/04/2023] Open
Abstract
Background Neuronal activity regulates gene expression to control learning and memory, homeostasis of neuronal function, and pathological disease states such as epilepsy. A great deal of experimental evidence supports the involvement of two particular transcription factors in shaping the genomic response to neuronal activity and mediating plasticity: CREB and zif268 (egr-1, krox24, NGFI-A). The gene targets of these two transcription factors are of considerable interest, since they may help develop hypotheses about how neural activity is coupled to changes in neural function. Results We have developed a computational approach for identifying binding sites for these transcription factors within the promoter regions of annotated genes in the mouse, rat, and human genomes. By combining a robust search algorithm to identify discrete binding sites, a comparison of targets across species, and an analysis of binding site locations within promoter regions, we have defined a group of candidate genes that are strong CREB- or zif268 targets and are thus regulated by neural activity. Our analysis revealed that CREB and zif268 share a disproportionate number of targets in common and that these common targets are dominated by transcription factors. Conclusion These observations may enable a more detailed understanding of the regulatory networks that are induced by neural activity and contribute to the plasticity transcriptome. The target genes identified in this study will be a valuable resource for investigators who hope to define the functions of specific genes that underlie activity-dependent changes in neuronal properties.
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Cammalleri M, Cervia D, Dal Monte M, Martini D, Langenegger D, Fehlmann D, Feuerbach D, Pavan B, Hoyer D, Bagnoli P. Compensatory changes in the hippocampus of somatostatin knockout mice: upregulation of somatostatin receptor 2 and its function in the control of bursting activity and synaptic transmission. Eur J Neurosci 2006; 23:2404-22. [PMID: 16706848 DOI: 10.1111/j.1460-9568.2006.04770.x] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Somatostatin-14 (SRIF) co-localizes with gamma-aminobutyric acid (GABA) in the hippocampus and regulates neuronal excitability. A role of SRIF in the control of seizures has been proposed, although its exact contribution requires some clarification. In particular, SRIF knockout (KO) mice do not exhibit spontaneous seizures, indicating that compensatory changes may occur in KO. In the KO hippocampus, we examined whether specific SRIF receptors and/or the cognate peptide cortistatin-14 (CST) compensate for the absence of SRIF. We found increased levels of both sst2 receptors (sst2) and CST, and we explored the functional consequences of sst2 compensation on bursting activity and synaptic responses in hippocampal slices. Bursting was decreased by SRIF in wild-type (WT) mice, but it was not affected by either CST or sst2 agonist and antagonist. sst4 agonist increased bursting frequency in either WT or KO. In WT, but not in KO, its effects were blocked by agonizing or antagonizing sst2, suggesting that sst2 and sst4 are functionally coupled in the WT hippocampus. Bursting was reduced in KO as compared with WT and was increased upon application of sst2 antagonist, while SRIF, CST and sst2 agonist had no effect. At the synaptic level, we observed that in WT, SRIF decreased excitatory postsynaptic potentials which were, in contrast, increased by sst2 antagonist in KO. We conclude that sst2 compensates for SRIF absence and that its upregulation is responsible for reduced bursting and decreased excitatory transmission in KO mice. We suggest that a critical density of sst2 is needed to control hippocampal activity.
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Affiliation(s)
- Maurizio Cammalleri
- Department of Physiology and Biochemistry G. Moruzzi, University of Pisa, 56127 Pisa, Italy
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Schlifke I, Kuteeva E, Hokfelt T, Kokaia M. Galanin expressed in the excitatory fibers attenuates synaptic strength and generalized seizures in the piriform cortex of mice. Exp Neurol 2006; 200:398-406. [PMID: 16630615 DOI: 10.1016/j.expneurol.2006.02.124] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2005] [Revised: 02/17/2006] [Accepted: 02/24/2006] [Indexed: 10/24/2022]
Abstract
The neuropeptide galanin is considered to be an endogenous antiepileptic agent, presumably acting via inhibition of glutamate release. Previously, we have demonstrated that in mice ectopically overexpressing galanin in cortical and hippocampal neurons, particularly in granule cells and their axons, the mossy fibers, hippocampal kindling epileptogenesis is suppressed and is associated with attenuated frequency facilitation in mossy fiber-CA3 cell synapses. We hypothesized that changes in synaptic transmission might occur also in other excitatory synapses of the galanin overexpressing (GalOE) mouse, contributing to seizure suppression. Lateral olfactory tract (LOT) synapses, formed by axons of olfactory bulb (OB) mitral cells and targeting piriform cortex (PC) pyramidal cells, ectopically express galanin in GalOE mice. Using whole-cell patch-clamp recordings, we found that excitatory synaptic responses recorded in PC pyramidal cells during high frequency stimulation of the LOT were attenuated in GalOE mice as compared to wild-type controls. This effect was mimicked by bath application of galanin or its agonist galnon to wild-type slices, supporting the notion of ectopic galanin action. Since the high frequency activation induced in vitro resembles epileptic seizures in vivo, we asked whether the observed synaptic inhibition would result in altered epileptogenesis when animals were kindled via the same synapses. In male GalOE mice, we found that the latency to convulsions was prolonged, and once animals had experienced the first stage 5 seizure, generalized seizures were less sustainable. These data indicate that the PC is a possible target for epilepsy treatment by ectopically overexpressing galanin to modulate seizure activity.
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Affiliation(s)
- Irene Schlifke
- Experimental Epilepsy Group, Wallenberg Neuroscience Center, BMC A-11, Lund University Hospital, 221 84 Lund, Sweden
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Dabrowski M, Adach A, Aerts S, Moreau Y, Kaminska B. Identification of conserved modes of expression profiles during hippocampal development and neuronal differentiation in vitro. J Neurochem 2006; 97 Suppl 1:87-91. [PMID: 16635255 DOI: 10.1111/j.1471-4159.2005.03537.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
Gene expression profiles can be regarded as sums of simpler modes, analogous to the modes of a vibrating violin string. Decomposition of temporal gene expression profiles into modes by singular value decomposition (SVD) was reported before, but the question as to what degree the SVD modes can be interpreted in terms of biology remains open. We report and compare the results of SVD of published datasets from hippocampal development, neuronal differentiation in vitro, and a control time-series hippocampal dataset. We demonstrate that the first SVD mode reflects the magnitude of expression, interpretable on the Affymetrix platform. In the datasets from gene profiling of hippocampal development and neuronal differentiation, the second mode reflects a monotonous change in expression, either up- or down-regulation, in the time course of experiment. We demonstrate that the top two SVD modes are conserved between datasets and therefore, likely reflect properties of the underlying system (gene expression in hippocampus) rather than of a particular experiment or dataset. Our results also indicate that the magnitude of expression, and the direction of change in expression during hippocampal development, are uncorrelated, suggesting that they are regulated by largely independent mechanisms.
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Affiliation(s)
- Michal Dabrowski
- Laboratory of Transcription Regulation, Department of Cell Biology, The Nencki Institute of Experimental Biology, Warsaw, Poland.
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