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Transcriptomic and bioinformatics analysis of the mechanism by which erythropoietin promotes recovery from traumatic brain injury in mice
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作者 Weilin Tan Jun Ma +9 位作者 Jiayuanyuan Fu Biying Wu Ziyu Zhu Xuekang Huang Mengran Du Chenrui Wu Ehab Balawi Qiang Zhou Jie Zhang Zhengbu Liao 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第1期171-179,共9页
Recent studies have found that erythropoietin promotes the recovery of neurological function after traumatic brain injury.However,the precise mechanism of action remains unclea r.In this study,we induced moderate trau... Recent studies have found that erythropoietin promotes the recovery of neurological function after traumatic brain injury.However,the precise mechanism of action remains unclea r.In this study,we induced moderate traumatic brain injury in mice by intrape ritoneal injection of erythro poietin for 3 consecutive days.RNA sequencing detected a total of 4065 differentially expressed RNAs,including 1059 mRNAs,92 microRNAs,799 long non-coding RNAs,and 2115circular RNAs.Kyoto Encyclopedia of Genes and Genomes and Gene Ontology analyses revealed that the coding and non-coding RNAs that were differentially expressed after traumatic brain injury and treatment with erythropoietin play roles in the axon guidance pathway,Wnt pathway,and MAPK pathway.Constructing competing endogenous RNA networks showed that regulatory relationship between the differentially expressed non-coding RNAs and mRNAs.Because the axon guidance pathway was repeatedly enriched,the expression of Wnt5a and Ephb6,key factors in the axonal guidance pathway,was assessed.Ephb6 expression decreased and Wnt5a expression increased after traumatic brain injury,and these effects were reversed by treatment with erythro poietin.These findings suggest that erythro poietin can promote recove ry of nerve function after traumatic brain injury through the axon guidance pathway. 展开更多
关键词 axon guidance bioinformatics analysis competing endogenous RNA ERYTHROPOIETIN Gene Ontology kyoto encyclopedia of genes and genomes non-coding RNA RNA sequencing TRANSCRIPTOMICS traumatic brain injury
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RNA sequencing of exosomes secreted by fibroblast and Schwann cells elucidates mechanisms underlying peripheral nerve regeneration
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作者 Xinyang Zhou Yehua Lv +8 位作者 Huimin Xie Yan Li Chang Liu Mengru Zheng Ronghua Wu Songlin Zhou Xiaosong Gu Jingjing Li Daguo Mi 《Neural Regeneration Research》 SCIE CAS CSCD 2024年第8期1812-1821,共10页
Exosomes exhibit complex biological functions and mediate a variety of biological processes,such as promoting axonal regeneration and functional recove ry after injury.Long non-coding RNAs(IncRNAs)have been reported t... Exosomes exhibit complex biological functions and mediate a variety of biological processes,such as promoting axonal regeneration and functional recove ry after injury.Long non-coding RNAs(IncRNAs)have been reported to play a crucial role in axonal regeneration.Howeve r,the role of the IncRNA-microRNAmessenger RNA(mRNA)-competitive endogenous RNA(ceRNA)network in exosome-mediated axonal regeneration remains unclear.In this study,we performed RNA transcriptome sequencing analysis to assess mRNA expression patterns in exosomes produced by cultured fibroblasts(FC-EXOs)and Schwann cells(SCEXOs).Diffe rential gene expression analysis,Gene Ontology analysis,Kyoto Encyclopedia of Genes and Genomes analysis,and protein-protein intera ction network analysis were used to explo re the functions and related pathways of RNAs isolated from FC-EXOs and SC-EXOs.We found that the ribosome-related central gene Rps5 was enriched in FC-EXOs and SC-EXOs,which suggests that it may promote axonal regeneration.In addition,using the miRWalk and Starbase prediction databases,we constructed a regulatory network of ceRNAs targeting Rps5,including 27 microRNAs and five IncRNAs.The ceRNA regulatory network,which included Ftx and Miat,revealed that exsosome-derived Rps5 inhibits scar formation and promotes axonal regeneration and functional recovery after nerve injury.Our findings suggest that exosomes derived from fibro blast and Schwann cells could be used to treat injuries of peripheral nervous system. 展开更多
关键词 ceRNA network EXOSOMES fibroblast cells Gene Ontology(GO) kyoto encyclopedia of genes and genomes(KEGG) protein-protein interaction(PPI)networks RNA-seq Schwann cells
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Residue Return Effects Outweigh Tillage Effects on Soil Microbial Communities and Functional Genes in Black Soil Region of Northeast China
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作者 WANG Qian JIA Shuxia +6 位作者 LIANG Aizhen CHEN Xuewen ZHANG Shixiu ZHANG Yan Neil B MCLAUGHLIN GAO Yan HUANG Dandan 《Chinese Geographical Science》 SCIE CSCD 2023年第4期679-692,共14页
Conservation tillage as an effective alternative to mitigate soil degradation has attracted worldwide attention,but the influences of conservation tillage on soil microbial community and especially function remain unc... Conservation tillage as an effective alternative to mitigate soil degradation has attracted worldwide attention,but the influences of conservation tillage on soil microbial community and especially function remain unclear.Shotgun metagenomics sequencing was performed to examine the taxonomic and functional community variations of black soils under three tillage regimes,namely no-tillage with residue(maize straw)return(NTS),moldboard plow with residue return(MPS),and moldboard plow without residue return(MPN)in Northeast China.The results revealed:1)Soil bacterial and archaeal communities differed significantly under different tillage regimes in contrast to soil fungal community.2)The overlay of less tillage and residues return under NTS led to unique soil microbial community composition and functional composition.Specifically,in contrast to other treatments,NTS increased the relative abundances of some taxa such as Bradyrhizobium,Candidatus Solibacter,and Reyranella,along with the relative abundances of some taxa such as Sphingomonas,Unclassified Chloroflexi and Nitrososphaera decreased;NTS had a unique advantage of increasing the relative abundances of genes involved in‘ATP-binding cassette(ABC)transporters’and‘quorum sensing(QS)’pathways,while MPN favored the genes involved in‘flagellar assembly’pathway and some metabolic pathways such as‘carbon’and‘glyoxylate and dicarboxylate’and‘selenocompound’metabolisms.3)Significantly different soil bacterial phyla(Acidobacteria,Gemmatimonadetes,and Chloroflexi)and metabolic pathways existed between MPN and another two treatments(NTS and MPS),while did not exist between NTS and MPS.4)Dissolved organic carbon(DOC)and soil bulk density were significantly affected(P<0.05)by tillage and accounted for the variance both in microbial(bacterial)community structure and functional composition.These results indicated that a change in tillage regime from conventional to conservation tillage results in a shift of microbial community and functional genes,and we inferred that residue return played a more prominent role than less tillage in functional shifts in the microbial community of black soils. 展开更多
关键词 NO-TILLAGE microbial community composition kyoto encyclopedia of genes and genomes(KEGG)pathways soil properties
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Hub genes and key pathways of traumatic brain injury: bioinformatics analysis and in vivo validation 被引量:7
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作者 Yun-Liang Tang Long-Jun Fang +3 位作者 Ling-Yang Zhong Jian Jiang Xiao-Yang Dong Zhen Feng 《Neural Regeneration Research》 SCIE CAS CSCD 2020年第12期2262-2269,共8页
The exact mechanisms associated with secondary brain damage following traumatic brain injury(TBI)remain unclear;therefore,identifying the critical molecular mechanisms involved in TBI is essential.The m RNA expression... The exact mechanisms associated with secondary brain damage following traumatic brain injury(TBI)remain unclear;therefore,identifying the critical molecular mechanisms involved in TBI is essential.The m RNA expression microarray GSE2871 was downloaded from the Gene Expression Omnibus(GEO)repository.GSE2871 comprises a total of 31 cerebral cortex samples,including two post-TBI time points.The microarray features eight control and seven TBI samples,from 4 hours post-TBI,and eight control and eight TBI samples from 24 hours post-TBI.In this bioinformatics-based study,109 and 66 differentially expressed genes(DEGs)were identified in a Sprague-Dawley(SD)rat TBI model,4 and 24 hours post-TBI,respectively.Functional enrichment analysis showed that the identified DEGs were significantly enriched in several terms,such as positive regulation of nuclear factor-κB transcription factor activity,mitogen-activated protein kinase signaling pathway,negative regulation of apoptotic process,and tumor necrosis factor signaling pathway.Moreover,the hub genes with high connectivity degrees were primarily related to inflammatory mediators.To validate the top five hub genes,a rat model of TBI was established using the weight-drop method,and real-time quantitative polymerase chain reaction analysis of the cerebral cortex was performed.The results showed that compared with control rats,Tnf-α,c-Myc,Spp1,Cxcl10,Ptprc,Egf,Mmp9,and Lcn2 were upregulated,and Fn1 was downregulated in TBI rats.Among these hub genes,Fn1,c-Myc,and Ptprc may represent novel biomarkers or therapeutic targets for TBI.These identified pathways and key genes may provide insights into the molecular mechanisms of TBI and provide potential treatment targets for patients with TBI.This study was approved by the Experimental Animal Ethics Committee of the First Affiliated Hospital of Nanchang University,China(approval No.003)in January 2016. 展开更多
关键词 bioinformatics DEGs differentially expressed genes Gene Ontology hub genes inflammation kyoto encyclopedia of genes and genomes molecular mechanism traumatic brain injury
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Bioinformatic identification of key candidate genes and pathways in axon regeneration after spinal cord injury in zebrafish 被引量:2
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作者 Jia-He Li Zhong-Ju Shi +6 位作者 Yan Li Bin Pan Shi-Yang Yuan Lin-Lin Shi Yan Hao Fu-Jiang Cao Shi-Qing Feng 《Neural Regeneration Research》 SCIE CAS CSCD 2020年第1期103-111,共9页
Zebrafish and human genomes are highly homologous;however,despite this genomic similarity,adult zebrafish can achieve neuronal proliferation,regeneration and functional restoration within 6–8 weeks after spinal cord ... Zebrafish and human genomes are highly homologous;however,despite this genomic similarity,adult zebrafish can achieve neuronal proliferation,regeneration and functional restoration within 6–8 weeks after spinal cord injury,whereas humans cannot.To analyze differentially expressed zebrafish genes between axon-regenerated neurons and axon-non-regenerated neurons after spinal cord injury,and to explore the key genes and pathways of axonal regeneration after spinal cord injury,microarray GSE56842 was analyzed using the online tool,GEO2R,in the Gene Expression Omnibus database.Gene ontology and protein-protein interaction networks were used to analyze the identified differentially expressed genes.Finally,we screened for genes and pathways that may play a role in spinal cord injury repair in zebrafish and mammals.A total of 636 differentially expressed genes were obtained,including 255 up-regulated and 381 down-regulated differentially expressed genes in axon-regenerated neurons.Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment results were also obtained.A protein-protein interaction network contained 480 node genes and 1976 node connections.We also obtained the 10 hub genes with the highest correlation and the two modules with the highest score.The results showed that spectrin may promote axonal regeneration after spinal cord injury in zebrafish.Transforming growth factor beta signaling may inhibit repair after spinal cord injury in zebrafish.Focal adhesion or tight junctions may play an important role in the migration and proliferation of some cells,such as Schwann cells or neural progenitor cells,after spinal cord injury in zebrafish.Bioinformatic analysis identified key candidate genes and pathways in axonal regeneration after spinal cord injury in zebrafish,providing targets for treatment of spinal cord injury in mammals. 展开更多
关键词 axonal REGENERATION differentially expressed genes focal ADHESIONS Gene Ontology kyoto encyclopedia of genes and genomes neural REGENERATION protein-protein interaction network SIGNALING pathway SPECTRIN tight junctions transforming growth factor beta Wnt SIGNALING pathway
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Differentially expressed whey proteins of donkey and bovine colostrum revealed with a label-free proteomics approach
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作者 Mohan Li Qilong Li +5 位作者 Haikun Yu Xiumin Zhang Dehao Li Wanying Song Yan Zheng Xiqing Yue 《Food Science and Human Wellness》 SCIE CSCD 2023年第4期1224-1231,共8页
This study aimed to analyze and compare the differentially expressed whey proteins(DEWPs)of donkey and bovine colostrum using high-performance liquid chromatography with tandem mass spectrometry-based proteomics.A tot... This study aimed to analyze and compare the differentially expressed whey proteins(DEWPs)of donkey and bovine colostrum using high-performance liquid chromatography with tandem mass spectrometry-based proteomics.A total of 620 and 696 whey proteins were characterized in the donkey and bovine colostrum,respectively,including 383 common whey proteins.Among these common proteins,80 were identified as DEWPs,including 21 upregulated and 59 downregulated DEWPs in donkey colostrum compared to bovine colostrum.Gene Ontology analysis revealed that these DEWPs were mainly related to cellular components,such as extracellular exosome,plasma membrane,and mitochondrion;biological processes,such as oxidation-reduction process,cell-cell adhesion,and small guanosine triphosphate(GTP)ase-mediated signal transduction;and molecular functions,such as GTP binding,GTPase activity,and soluble N-ethylmaleimide-sensitive factor(NSF)attachment protein receptor activity.Metabolic pathway analysis suggested that the majority of the DEWPs were associated with soluble NSF factor attachment protein receptor interactions in vesicular transport,fatty acid biosynthesis,and estrogen signaling pathways.Our results provide a vital insight into the differences between donkey and bovine colostrum,along with important information on the significant components as nutritional and functional factors to be included in infant formula based on multiple milk sources. 展开更多
关键词 Bovine colostrum Donkey colostrum PROTEOMICS Whey protein Gene Ontology kyoto encyclopedia of genes and genomes
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Identification of microRNA-mRNA regulatory networks and pathways related to retinoblastoma across human and mouse 被引量:2
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作者 Rui Tian He Zou +3 位作者 Lu-Fei Wang Mei-Jiao Song Lu Liu Hui Zhang 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2020年第4期535-544,共10页
AIM: To explore the m RNA and pathways related to retinoblastoma(RB) genesis and development.METHODS: Microarray datasets GSE29683(human) and GSE29685(mouse) were downloaded from NCBI GEO database. Homologous genes be... AIM: To explore the m RNA and pathways related to retinoblastoma(RB) genesis and development.METHODS: Microarray datasets GSE29683(human) and GSE29685(mouse) were downloaded from NCBI GEO database. Homologous genes between the two species were identified using WGCNA, followed by protein-protein interaction(PPI) network construction and gene enrichment analysis. Disease-related mi RNAs and pathways were retrieved from mi R2 Disease database and Comparative Toxicogenomics Database(CTD), respectively.RESULTS: A total of 352 homologous genes were identified. Two pathways including "cell cycle" and "pathway in cancer" in CTD and enrichment analysis were identified and seven mi RNAs(including hsa-mi R-373, hsa-mi R-34 a, hsami R-129, hsa-mi R-494, hsa-mi R-503, hsa-let-7 and hsami R-518 c) were associated with RB. mi RNAs modulate "cell cycle" and "pathway in cancer" pathways via regulating 13 genes(including CCND1, CDC25 C, E2 F2, CDKN2 D and TGFB2).CONCLUSION: These results suggest that these mi RNAs play crucial roles in RB genesis through "cell cycle" and "pathway in cancer" pathways by regulating their targets including CCND1, CDC25 C, E2 F2 and CDKN2 D. 展开更多
关键词 kyoto encyclopedia of genes and genomes pathway micro RNA RETINOBLASTOMA weighted gene CO-EXPRESSION network analysis
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Role of ESR Pathway Genes in Breast Cancer: A Review
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作者 Deepak Kumar Marilyn Rae Myers +1 位作者 Ussama Al Homsi Valentin Ilyin 《Advances in Breast Cancer Research》 2018年第2期134-186,共53页
Breast cancer is the leading cause of death in women. Prognosis of breast cancer is often pessimistic because the tumors are prone to metastasizing to the bone, brain, and lung. The estrogen signaling receptor (ESR) p... Breast cancer is the leading cause of death in women. Prognosis of breast cancer is often pessimistic because the tumors are prone to metastasizing to the bone, brain, and lung. The estrogen signaling receptor (ESR) pathway contains 39 main genes and proteins which makes it one of the larger signaling pathways. Predominately this pathway and the proteins within are involved in breast growth and development, making it a prospective area of study for breast cancer. While the healthy ESR pathway has been constructed and is well established, a mechanistic model of mutated genes of ESR pathway has not been delved upon. Such mutated models could be utilized for selecting combinational targets for drug therapies, as well as elucidating crosstalk between other pathways and feedback mechanisms. To construct the mutated models of the ESR pathway it is imperative to assess what is currently understood in the literature and what inconsistencies exist in order to resolve them. Without this information, a model of the ESR pathway will be unreliable and likely unproductive. This review is the detailed literature survey of the biological studies performed on ESR pathways genes, and their respective roles in breast cancer. Furthermore, the details mentioned in the review can be beneficial for the integrated study of the ESR pathway genes, which includes, structural and dynamics study of the genes products, to have a holistic understanding of the cancer mechanism. 展开更多
关键词 Estrogen Signaling Receptor (ESR) pathway Breast Cancer ESR genes MECHANISTIC Modeling Integrated Study kyoto encyclopedia of genes and genomes (KEGG) PubMed Literature Survey
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Spatiotemporal microRNA profile in peripheral nerve regeneration:miR-138 targets vimentin and inhibits Schwann cell migration and proliferation 被引量:6
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作者 Travis B.Sullivan Litchfield C.Robert +6 位作者 Patrick A.Teebagy Shannon E.Morgan Evan W.Beatty Bryan J.Cicuto Peter K.Nowd Kimberly M.Rieger-Christ David J.Bryan 《Neural Regeneration Research》 SCIE CAS CSCD 2018年第7期1253-1262,共10页
While the peripheral nervous system has regenerative ability,restoration of sufficient function remains a challenge.Vimentin has been shown to be localized in axonal growth fronts and associated with nerve regeneratio... While the peripheral nervous system has regenerative ability,restoration of sufficient function remains a challenge.Vimentin has been shown to be localized in axonal growth fronts and associated with nerve regeneration,including myelination,neuroplasticity,kinase signaling in nerve axoplasm,and cell migration;however,the mechanisms regulating its expression within Schwann cell(SC) remain unexplored.The aim of this study was to profile the spatial and temporal expression profile of micro RNA(mi RNA) in a regenerating rat sciatic nerve after transection,and explore the potential role of mi R-138-5 p targeting vimentin in SC proliferation and migration.A rat sciatic nerve transection model,utilizing a polyethylene nerve guide,was used to investigate mi RNA expression at 7,14,30,60,and 90 days during nerve regeneration.Relative levels of mi RNA expression were determined using microarray analysis and subsequently validated with quantitative real-time polymerase chain reaction.In vitro assays were conducted with cultured Schwann cells transfected with mi RNA mimics and assessed for migratory and proliferative potential.The top seven dysregulated mi RNAs reported in this study have been implicated in cell migration elsewhere,and GO and KEGG analyses predicted activities essential to wound healing.Transfection of one of these,mi RNA-138-5 p,into SCs reduced cell migration and proliferation.mi R-138-5 p has been shown to directly target vimentin in cancer cells,and the luciferase assay performed here in rat Schwann cells confirmed it.These results detail a role of mi R-138-5 p in rat peripheral nerve regeneration and expand on reports of it as an important regulator in the peripheral nervous system. 展开更多
关键词 non-coding RNA neural regeneration nerve guide sciatic nerve transection peripheral nerve injury wound healing Gene Ontology processes kyoto encyclopedia of genes and genomes pathways microarray luciferase assay
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Bioinformatics analysis of ferroptosis in spinal cord injury 被引量:9
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作者 Jin-Ze Li Bao-You Fan +8 位作者 Tao Sun Xiao-Xiong Wang Jun-Jin Li Jian-Ping Zhang Guang-Jin Gu Wen-Yuan Shen De-Rong Liu Zhi-Jian Wei Shi-Qing Feng 《Neural Regeneration Research》 SCIE CAS CSCD 2023年第3期626-633,共8页
Ferroptosis plays a key role in aggravating the progression of spinal cord injury(SCI),but the specific mechanism remains unknown.In this study,we constructed a rat model of T10 SCI using a modified Allen method.We id... Ferroptosis plays a key role in aggravating the progression of spinal cord injury(SCI),but the specific mechanism remains unknown.In this study,we constructed a rat model of T10 SCI using a modified Allen method.We identified 48,44,and 27 ferroptosis genes that were differentially expressed at 1,3,and 7 days after SCI induction.Compared with the sham group and other SCI subgroups,the subgroup at 1 day after SCI showed increased expression of the ferroptosis marker acyl-CoA synthetase long-chain family member 4 and the oxidative stress marker malondialdehyde in the injured spinal cord while glutathione in the injured spinal cord was lower.These findings with our bioinformatics results suggested that 1 day after SCI was the important period of ferroptosis progression.Bioinformatics analysis identified the following top ten hub ferroptosis genes in the subgroup at 1 day after SCI:STAT3,JUN,TLR4,ATF3,HMOX1,MAPK1,MAPK9,PTGS2,VEGFA,and RELA.Real-time polymerase chain reaction on rat spinal cord tissue confirmed that STAT3,JUN,TLR4,ATF3,HMOX1,PTGS2,and RELA mRNA levels were up-regulated and VEGFA,MAPK1 and MAPK9 mRNA levels were down-regulated.Ten potential compounds were predicted using the DSigDB database as potential drugs or molecules targeting ferroptosis to repair SCI.We also constructed a ferroptosis-related mRNA-miRNA-lncRNA network in SCI that included 66 lncRNAs,10 miRNAs,and 12 genes.Our results help further the understanding of the mechanism underlying ferroptosis in SCI. 展开更多
关键词 bioinformatics drug ferroptosis Gene Ontology enrichment analysis gene-miRNA network kyoto encyclopedia of genes and genomes pathway mRNA-miRNA-lncRNA network progression spinal cord injury
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Bioinformatic analysis of cytokine expression in the proximal and distal nerve stumps after peripheral nerve injury
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作者 Xiao-Qing Cheng Wen-Jing Xu +7 位作者 Xiao Ding Gong-Hai Han Shuai Wei Ping Liu Hao-Ye Meng Ai-Jia Shang Yu Wang Ai-Yuan Wang 《Neural Regeneration Research》 SCIE CAS CSCD 2021年第5期878-884,共7页
In our previous study,we investigated the dynamic expression of cytokines in the distal nerve stumps after peripheral nerve injury using microarray analysis,which can characterize the dynamic expression of proteins.In... In our previous study,we investigated the dynamic expression of cytokines in the distal nerve stumps after peripheral nerve injury using microarray analysis,which can characterize the dynamic expression of proteins.In the present study,we used a rat model of right sciatic nerve transection to examine changes in the expression of cytokines at 1,7,14 and 28 days after injury using protein microarray analysis.Interleukins were increased in the distal nerve stumps at 1–14 days post nerve transection.However,growth factors and growth factor-related proteins were mainly upregulated in the proximal nerve stumps.The P-values of the inflammatory response,apoptotic response and cell-cell adhesion in the distal stumps were higher than those in the proximal nerve stumps,but the opposite was observed for angiogenesis.The number of cytokines related to axons in the distal stumps was greater than that in the proximal stumps,while the percentage of cytokines related to axons in the distal stumps was lower than that in the proximal nerve stumps.Visualization of the results revealed the specific expression patterns and differences in cytokines in and between the proximal and distal nerve stumps.Our findings offer potential therapeutic targets and should help advance the development of clinical treatments for peripheral nerve injury.Approval for animal use in this study was obtained from the Animal Ethics Committee of the Chinese PLA General Hospital on September 7,2016(approval No.2016-x9-07). 展开更多
关键词 cytokine distal stumps Gene Ontology kyoto encyclopedia of genes and genomes pathway microarray microenvironment peripheral nerve injury proximal stumps
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Global Profiles of Acetylated Proteins in Brains of Scrapie Agents 139A- and ME7-Infected Mice Collected at Mid-Early, Mid-Late, and Terminal Stages
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作者 SHI Qi CHEN Dong Dong +6 位作者 ADALATI Maimaitiming XIAO Kang GAO Li Ping YANG Xue Hua WU Yue Zhang CHEN Cao DONG Xiao Ping 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2022年第8期722-734,共13页
Objective To describe the global profiles of acetylated proteins in the brains of scrapie agents 139Aand ME7-infected mice collected at mid-early,mid-late,and terminal stages.Methods The acetylated proteins from the c... Objective To describe the global profiles of acetylated proteins in the brains of scrapie agents 139Aand ME7-infected mice collected at mid-early,mid-late,and terminal stages.Methods The acetylated proteins from the cortex regions of scrapie agent(139A-and ME7)-infected mice collected at mid-early(80 days postinfection,dpi),mid-late(120 dpi),and terminal(180 dpi) stages were extracted,and the global profiles of brain acetylated proteins were assayed with proteomic mass spectrometry.The proteins in the infected mice showing 1.5-fold higher or lower levels than that of agematched normal controls were considered as differentially expressed acetylated peptides(DEAPs).Results A total of 118,42,and 51 DEAPs were found in the brains of 139A-80,139A-120,and 139A-180dpi mice,respectively.Meanwhile,390,227,and 75 DEAPs were detected in the brains of ME7-80,ME7-120,and ME7-180 dpi mice,respectively.The overwhelming majority of DEAPs in the mid-early stage were down-regulated,and more portions of DEAPs in the mid-late and late stages were up-regulated.Approximately 22.1%(328/1,485) of acetylated peptides mapped to 74 different proteins were mitochondrial associated.Kyoto Encyclopedia of Genes and Genomes pathway analysis identified 39(80dpi),13(120 dpi),and 10(180 dpi) significantly changed pathways in 139A-infected mice.Meanwhile,55,25,and 18 significantly changed pathways were observed in the 80,120,and 180 dpi samples of139A-and ME7-infected mice(P < 0.05),respectively.Six pathways were commonly involved in all tested samples.Moreover,many steps in the citrate cycle(tricarboxylic acid cycle) were affected,represented by down-regulated acetylation for relevant enzymes in the mid-early stage and upregulated acetylation in the mid-late and late stages.Conclusion Our data here illustrated the changes in the global profiles for brain acetylated proteins during prion infection,showing remarkably inhibited acetylation in the early stage and relatively enhanced acetylation in the late stage. 展开更多
关键词 PRION Scrapie-infected mouse Acetylation Proteomics kyoto encyclopedia of genes and genomes pathway
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Diagnostic and prognostic value of lnc RNA cancer susceptibility candidate 9 in hepatocellular carcinoma 被引量:9
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作者 Yong-Lian Zeng Zhen-Ya Guo +3 位作者 Hui-Zhao Su Fu-Di Zhong Ke-Qing Jiang Guan-Dou Yuan 《World Journal of Gastroenterology》 SCIE CAS 2019年第48期6902-6915,共14页
BACKGROUND Hepatocellular carcinoma(HCC)is a common malignant gastrointestinal tumor.There are currently few clinical diagnostic and prognostic markers for HCC.LncRNA cancer susceptibility candidate 9(CASC9)is a long-... BACKGROUND Hepatocellular carcinoma(HCC)is a common malignant gastrointestinal tumor.There are currently few clinical diagnostic and prognostic markers for HCC.LncRNA cancer susceptibility candidate 9(CASC9)is a long-chain non-coding RNA discovered in recent years,and previous studies have found that lncRNA CASC9 participates in the occurrence and development of HCC,but its clinical value remains unclear.AIM To determine the expression of lncRNA CASC9 in HCC and its diagnostic and prognostic value.METHODS Data on CASC9 expression in patients with HCC were collected from the Cancer Genome Atlas(TCGA)database to analyze the relationship between CASC9 and patient survival.A total of 80 HCC patients treated in The First Affiliated Hospital of Guangxi Medical University from May 2012 to January 2014 were enrolled in the patient group,and 50 healthy subjects were enrolled in the control group during the same period.CASC9 expression in the two groups was determined using quantitative real-time polymerase chain reaction,and its diagnostic and prognostic value was analyzed based on the CASC9 data and pathological data in these HCC patients.The relationship between CASC9 and patient survival was assessed during the 5-year follow-up period.RESULTS Analysis of data from TCGA database revealed that control samples showed significantly lower CASC9 expression than carcinoma tissue samples(P<0.001);the low CASC9 expression group had a higher survival rate than the high CASC9 expression group(P=0.011),and the patient group showed significantly increased expression of serum CASC9,with the area under the curve(AUC)of 0.933.CASC9 expression was related to tumor size,combined hepatitis,tumor,node,metastasis(TNM)staging,lymph node metastasis,differentiation and alpha fetoprotein,and the high CASC9 expression group showed lower 1-year,3-year and 5-year survival rates than the low CASC9 expression group(all aP<0.05).Multivariate Cox regression analysis revealed that TNM staging,lymph node metastasis,differentiation,alpha fetoprotein and CASC9 were independent factors affecting the prognosis of patients.Stage I+II patients with lymph node metastasis,low differentiation,and alpha fetoprotein>200 ng/mL had a poor 5-year survival rate.CONCLUSION High CASC9 expression is beneficial in the prognosis of HCC patients.CASC9 is expected to be a potential diagnostic and prognostic indicator of HCC. 展开更多
关键词 LncRNA cancer susceptibility candidate 9 Hepatocellular carcinoma Prognosis kyoto encyclopedia of genes and genomes Gene Ontology Competing endogenous RNA
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Bioinformatics analyses of differentially expressed genes associated with spinal cord injury:a microarray-based analysis in a mouse model 被引量:3
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作者 Lei Guo Jing Lv +2 位作者 Yun-Fei Huang Ding-Jun Hao Ji-Jun Liu 《Neural Regeneration Research》 SCIE CAS CSCD 2019年第7期1262-1270,共9页
Gene spectrum analysis has shown that gene expression and signaling pathways change dramatically after spinal cord injury,which may affect the microenvironment of the damaged site.Microarray analysis provides a new op... Gene spectrum analysis has shown that gene expression and signaling pathways change dramatically after spinal cord injury,which may affect the microenvironment of the damaged site.Microarray analysis provides a new opportunity for investigating diagnosis,treatment,and prognosis of spinal cord injury.However,differentially expressed genes are not consistent among studies,and many key genes and signaling pathways have not yet been accurately studied.GSE5296 was retrieved from the Gene Expression Omnibus DataSet.Differentially expressed genes were obtained using R/Bioconductor software(expression changed at least two-fold;P < 0.05).Database for Annotation,Visualization and Integrated Discovery was used for functional annotation of differentially expressed genes and Animal Transcription Factor Database for predicting potential transcription factors.The resulting transcription regulatory protein interaction network was mapped to screen representative genes and investigate their diagnostic and therapeutic value for disease.In total,this study identified 109 genes that were upregulated and 30 that were downregulated at 0.5,4,and 24 hours,and 3,7,and 28 days after spinal cord injury.The number of downregulated genes was smaller than the number of upregulated genes at each time point.Database for Annotation,Visualization and Integrated Discovery analysis found that many inflammation-related pathways were upregulated in injured spinal cord.Additionally,expression levels of these inflammation-related genes were maintained for at least 28 days.Moreover,399 regulation modes and 77 nodes were shown in the protein-protein interaction network of upregulated differentially expressed genes.Among the 10 upregulated differentially expressed genes with the highest degrees of distribution,six genes were transcription factors.Among these transcription factors,ATF3 showed the greatest change.ATF3 was upregulated within 30 minutes,and its expression levels remained high at28 days after spinal cord injury.These key genes screened by bioinformatics tools can be used as biological markers to diagnose diseases and provide a reference for identifying therapeutic targets. 展开更多
关键词 nerve REGENERATION spinal cord injury differentially expressed genes BIOINFORMATICS ANALYSES Database for Annotation Visualization and Integrated Discovery ANALYSIS inflammation kyoto encyclopedia of genes and genomes pathway MICROARRAY transcription factors neural REGENERATION
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Different protein expression patterns in rat spinal nerves during wallerian degeneration assessed using isobaric tags for relative and absolute quantitation proteomics profiling 被引量:3
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作者 Shuai Wei Xue-Zhen Liang +12 位作者 Qian Hu Wei-Shan Wang Wen-Jing Xu Xiao-Qing Cheng Jiang Peng Quan-Yi Guo Shu-Yun Liu Wen Jiang Xiao Ding Gong-Hai Han Ping Liu Chen-Hui Shi Yu Wang 《Neural Regeneration Research》 SCIE CAS CSCD 2020年第2期315-323,共9页
Sensory and motor nerve fibers of peripheral nerves have different anatomies and regeneration functions after injury. To gain a clear understanding of the biological processes behind these differences, we used a label... Sensory and motor nerve fibers of peripheral nerves have different anatomies and regeneration functions after injury. To gain a clear understanding of the biological processes behind these differences, we used a labeling technique termed isobaric tags for relative and absolute quantitation to investigate the protein profiles of spinal nerve tissues from Sprague-Dawley rats. In response to Wallerian degeneration, a total of 626 proteins were screened in sensory nerves, of which 368 were upregulated and 258 were downregulated. In addition, 637 proteins were screened in motor nerves, of which 372 were upregulated and 265 were downregulated. All identified proteins were analyzed using the Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analysis of bioinformatics, and the presence of several key proteins closely related to Wallerian degeneration were tested and verified using quantitative real-time polymerase chain reaction analyses. The differentially expressed proteins only identified in the sensory nerves were mainly relevant to various biological processes that included cell-cell adhesion, carbohydrate metabolic processes and cell adhesion, whereas differentially expressed proteins only identified in the motor nerves were mainly relevant to biological processes associated with the glycolytic process, cell redox homeostasis, and protein folding. In the aspect of the cellular component, the differentially expressed proteins in the sensory and motor nerves were commonly related to extracellular exosomes, the myelin sheath, and focal adhesion. According to the Kyoto Encyclopedia of Genes and Genomes, the differentially expressed proteins identified are primarily related to various types of metabolic pathways. In conclusion, the present study screened differentially expressed proteins to reveal more about the differences and similarities between sensory and motor nerves during Wallerian degeneration. The present findings could provide a reference point for a future investigation into the differences between sensory and motor nerves in Wallerian degeneration and the characteristics of peripheral nerve regeneration. The study was approved by the Ethics Committee of the Chinese PLA General Hospital, China(approval No. 2016-x9-07) in September 2016. 展开更多
关键词 gene ontology kyoto encyclopedia of genes and genomes ISOBARIC tags for RELATIVE and absolute quantitation motor NERVE PROTEOMICS sensory NERVE spinal NERVE Wallerian degeneration
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Gene and protein expression profiles of olfactory ensheathing cells from olfactory bulb versus olfactory mucosa 被引量:1
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作者 Yuan-Xiang Lan Ping Yang +4 位作者 Zhong Zeng Neeraj Yadav Li-Jian Zhang Li-Bin Wang He-Chun Xia 《Neural Regeneration Research》 SCIE CAS CSCD 2022年第2期440-449,共10页
Olfactory ensheathing cells(OECs) from the olfactory bulb(OB) and the olfactory mucosa(OM) have the capacity to repair nerve injury. However, the difference in the therapeutic effect between OB-derived OECs and OM-der... Olfactory ensheathing cells(OECs) from the olfactory bulb(OB) and the olfactory mucosa(OM) have the capacity to repair nerve injury. However, the difference in the therapeutic effect between OB-derived OECs and OM-derived OECs remains unclear. In this study, we extracted OECs from OB and OM and compared the gene and protein expression profiles of the cells using transcriptomics and non-quantitative proteomics techniques. The results revealed that both OB-derived OECs and OM-derived OECs highly expressed genes and proteins that regulate cell growth, proliferation, apoptosis and vascular endothelial cell regeneration. The differentially expressed genes and proteins of OB-derived OECs play a key role in regulation of nerve regeneration and axon regeneration and extension, transmission of nerve impulses and response to axon injury. The differentially expressed genes and proteins of OM-derived OECs mainly participate in the positive regulation of inflammatory response, defense response, cytokine binding, cell migration and wound healing. These findings suggest that differentially expressed genes and proteins may explain why OB-derived OECs and OM-derived OECs exhibit different therapeutic roles. This study was approved by the Animal Ethics Committee of the General Hospital of Ningxia Medical University(approval No. 2017-073) on February 13, 2017. 展开更多
关键词 biological process cellular component GENE Gene Ontology kyoto encyclopedia of genes and genomes molecular function olfactory bulb olfactory ensheathing cells olfactory mucosa PROTEIN
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Expression and regulatory network of long noncoding RNA in rats after spinal cord hemisection injury 被引量:1
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作者 Wei Liu Jin-Cheng Tao +5 位作者 Sheng-Ze Zhu Chao-Lun Dai Ya-Xian Wang Bin Yu Chun Yao Yu-Yu Sun 《Neural Regeneration Research》 SCIE CAS CSCD 2022年第10期2300-2304,共5页
Long noncoding RNAs(lncRNAs)participate in a variety of biological processes and diseases.However,the expression and function of lncRNAs after spinal cord injury has not been extensively analyzed.In this study of righ... Long noncoding RNAs(lncRNAs)participate in a variety of biological processes and diseases.However,the expression and function of lncRNAs after spinal cord injury has not been extensively analyzed.In this study of right side hemisection of the spinal cord at T10,we detected the expression of lncRNAs in the proximal tissue of T10 lamina at different time points and found 445 lncRNAs and 6522 mRNA were differentially expressed.We divided the differentially expressed lncRNAs into 26 expression trends and analyzed Profile 25 and Profile 2,the two expression trends with the most significant difference.Our results showed that the expression of 68 lncRNAs in Profile 25 rose first and remained high 3 days post-injury.There were 387 mRNAs co-expressed with the 68 lncRNAs in Profile 25.The co-expression network showed that the co-expressed genes were mainly enriched in cell division,inflammatory response,FcγR-mediated cell phagocytosis signaling pathway,cell cycle and apoptosis.The expression of 56 lncRNAs in Profile2 first declined and remained low after 3 days post-injury.There were 387 mRNAs co-expressed with the 56 lncRNAs in Profile 2.The co-expression network showed that the co-expressed genes were mainly enriched in the chemical synaptic transmission process and in the signaling pathway of neuroactive ligand-receptor interaction.The results provided the expression and regulatory network of the main lncRNAs after spinal cord injury and clarified their co-expressed gene enriched biological processes and signaling pathways.These findings provide a new direction for the clinical treatment of spinal cord injury. 展开更多
关键词 bioinformatic analysis biological process gene ontology analysis inflammatory response kyoto encyclopedia of genes and genomes analysis long noncoding RNAs regulatory network RNA sequencing spinal cord injury synaptic transmission
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Transcriptomic Analysis of Aflatoxin B1-Regulated Genes in Rat Hepatic Epithelial Cells
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作者 Yang Liu Ji Jing +3 位作者 Li Guanghui Li Junwen Chen Zhaoli Wang Haiyong 《Transactions of Tianjin University》 EI CAS 2014年第6期451-457,共7页
Aflatoxins are the most popular hepatotoxicants. Chronic exposure to aflatoxins leads to a wide variety ofliver diseases, such as hepatocellular carcinoma. In this study, we analyzed the genome wide expression profile... Aflatoxins are the most popular hepatotoxicants. Chronic exposure to aflatoxins leads to a wide variety ofliver diseases, such as hepatocellular carcinoma. In this study, we analyzed the genome wide expression profiles ofaflatoxin B1-induced rat hepatic epithelial cells. The expression of 325, 184 and 199 special genes was altered whenexposed to 0.03, 0.1 and 0.2 μmol/L aflatoxin B1 respectively, and 239 genes were commonly expressed. After thefunctional analysis on these dose-special genes, we determined several key pathways related to hepatotoxicity, such asTGF-beta signaling pathway, tight junction, adherens junction, the regulation of actin cytoskeleton, ErbB signalingpathway, p53 signaling pathway, pathways in cancer and axon guidance. Common genes were mainly associated withfocal adhesion, ECM-receptor interaction, and cell adhesion molecules. Gene ontology annotations showed a goodconcordance with these pathways. The quantitative real-time polymerase chain reaction(PCR) analysis of selectedgenes showed similar patterns in microarrays. The toxicogenomic study provides a better understanding of molecularmechanisms of aflatoxins. 展开更多
关键词 AFLATOXIN MICROARRAY gene ontology kyoto encyclopedia of genes and genomes(KEGG) pathway HEPATOTOXICITY
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Using network pharmacology and molecular docking to explore the mechanism of action of Huajiao against colon cancer
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作者 Yuan-Shen Cao Hong Ren Hong-Yang Luo 《Precision Medicine Research》 2022年第2期24-33,共10页
Background:The mechanism of Huajiao(Zanthoxylum bungeanum Maxim.),as a commonly used herbal medicine,has been suggested as a potential agent for colon cancer.This study aims to use network pharmacology and molecular d... Background:The mechanism of Huajiao(Zanthoxylum bungeanum Maxim.),as a commonly used herbal medicine,has been suggested as a potential agent for colon cancer.This study aims to use network pharmacology and molecular docking to identify the bioactive constituents of Huajiao and the underlying mechanisms of cancer prevention.Methods:Putative components of Huajiao and their relevant targets were identified from the Traditional Chinese Medicine Systematic Pharmacology and Swiss target prediction database.Subsequently,targets interacting with colon cancer were collected using the databases of GeneCards,OMIM and Drugbank.Kyoto Encyclopedia of Genes and Genomes pathway and Gene Ontology enrichment analyses were performed to explore the therapeutic signalling pathways related to Huajiao for carcinoma.P rotein-protein interaction and compound-target networks were constructed using Cytoscape 3.8.2.Finally,Discovery studio software was accustomed to identifying key genes and active components of Huajiao.Results:Seventeen potentially active compounds,197 interacting targets and 1,636 disease-related targets were collected,of which 111 cross-targets were obtained.A complete of twenty-two key targets were identified by PPI network analysis,including AKT1,TP53,TNF,JUN,IL6 and HSP90AA1.These key targets are significantly involved in biological processes and pathways,such as those involved in phosphatidylinositol 3-kinase signalling,promoting maturation,structural maintenance and proper regulation of specific target proteins,and regulating tumor cell growth arrest and apoptosis.KEGG enrichment showed that three signalling pathways were closely related to the cancer prevention,endocrine resistance and viral hepatitis pathways in carcinoma.AKT1,TP53,TNF,JUN,IL6 and HSP90AA1 were identified as the most vital genes and were validated by molecular docking simulations.Conclusion:The present study demonstrates that Huajiao produces preventive effects against colon cancer by modulating multiple components of multiple targets and pathways.Moreover,these data provide new insights into developing Huajiao compounds as new anti-colon cancer drugs. 展开更多
关键词 Huajiao colon cancer Gene Ontology enrichment kyoto encyclopedia of genes and genomes enrichment molecular docking
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酒精性肝炎自噬关键基因的筛选及生物信息学分析 被引量:2
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作者 袁超 练庆海 +3 位作者 尼贝贝 许燕 张彤 张剑 《器官移植》 CSCD 北大核心 2024年第1期90-101,共12页
目的筛选酒精性肝炎(AH)的自噬关键基因,探讨AH潜在的生物标志物和治疗靶点。方法采用基因表达综合数据库(GEO)中的2个AH基因芯片和从MSigDB、GeneCards数据库中获得的自噬相关数据集,通过加权基因共表达网络分析(WGCNA)获取关键基因。... 目的筛选酒精性肝炎(AH)的自噬关键基因,探讨AH潜在的生物标志物和治疗靶点。方法采用基因表达综合数据库(GEO)中的2个AH基因芯片和从MSigDB、GeneCards数据库中获得的自噬相关数据集,通过加权基因共表达网络分析(WGCNA)获取关键基因。对筛选的关键基因进行基因本体(GO)、京都基因和基因组百科全书(KEGG)功能富集分析,蛋白质相互作用(PPI)分析,免疫浸润分析,构建信使RNA(mRNA)-微小RNA(miRNA)网络,进行酒精性肝病不同分期的自噬相关关键基因的表达差异分析,并进一步通过实时荧光定量逆转录聚合酶链反应(RT-qPCR)在AH患者和小鼠肝脏组织中验证。结果本研究筛选得到了11个与AH自噬相关的基因(EEF1A2、CFTR、SOX4、TREM2、CTHRC1、HSPB8、TUBB3、PRKAA2、RNASE1、MTCL1、HGF),均为上调基因。在AH患者和小鼠肝脏组织中,SOX4、TREM2、HSPB8、PRKAA2在AH组中的相对表达量均高于对照组。结论SOX4、TREM2、HSPB8、PRKAA2可能是AH潜在的生物标志物和治疗靶点。 展开更多
关键词 酒精性肝炎 自噬 关键基因 生物信息学 加权基因共表达网络分析(WGCNA) 基因本体(GO) 京都基因和基因组百科全书(KEGG) 蛋白质相互作用(PPI)
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