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Transcriptome analysis of taro(Colocasia esculenta)leaves under drought stress
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作者 LI Hui-nan HE Fang-lian +2 位作者 QIU Zu-yang LIU Li-li DONG Wei-qing 《南方农业学报》 北大核心 2025年第4期1056-1069,共14页
【Objective】This study aimed to clarify the key pathways and related genes of taro leaves in response to drought stress,analyze the gene expression patterns under drought conditions,and explore the molecular response... 【Objective】This study aimed to clarify the key pathways and related genes of taro leaves in response to drought stress,analyze the gene expression patterns under drought conditions,and explore the molecular response mecha‐nisms.The findings would provide theoretical references for understanding the molecular mechanisms of taro’s drought regulation and for breeding different drought tolerant taro varieties in the future.【Method】Using Lipu taro as the experi‐mental material,leaf samples were collected after consecutive 7 d of drought treatment as the treatment group,while leaf samples from plants watered daily served as the control group.Transcriptome sequencing was performed to identify dif‐ferentially expressed genes,which were then subjected to GO functional annotation and KEGG pathway enrichment analysis.【Result】Under drought stress,there were 1613 differentially expressed genes(DEGs),including 1043 upregulated and 570 down-regulated genes.GO functional annotation analysis revealed that the DEGs were categorized into three major functional groups:molecular function,cellular component,and biological process.In the molecular function category,DEGs were annotated to binding and catalytic activity.In the cellular component category,DEGs were anno‐tated to cellular anatomical entities and protein-containing complexes.In the biological process category,DEGs were an‐notated to cellular processes and metabolic processes.KEGG signaling pathway enrichment analysis showed that 85.00%of the DEGs were enriched in metabolic pathway.Among these,the DEGs were primarily enriched in the glutathione me‐tabolism pathway and the starch and sucrose metabolism pathway,with 11 and 19 DEGs identified in each pathway re‐spectively.Under drought stress,a total of 112 differentially expressed transcription factors(TFs)were identified,mainly including members of the bHLH,ERF,WRKY and NAC families.Among all differentially expressed TFs,82.14%showed up-regulated transcription levels under drought conditions.Plant hormone signal transduction,carotenoid biosynthesis,and the MAPK signaling pathway-plant were identified as key abscisic acid-responsive pathways involved in drought response,influencing stomatal closure in taro leaves and seed dormancy to cope with drought stress.The reliability of the transcriptome data was confirmed by quantitative real-time PCR analysis.【Conclusion】Under drought stress,the gene expression in the glutathione metabolism pathway,the starch and sucrose metabolism pathway,and transcription factors in taro leaves is affected.Most TFs are positively involved in regulating taro plant’s drought response. 展开更多
关键词 TARO drought stress transcriptome glutathione metabolism starch and sucrose metabolism
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Transcriptomics Analysis of Penicillium expansumΔWSC1 Infection and Defense Mechanism against It in Pear Fruits
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作者 ZHAO Lina HU Yize +4 位作者 SHU Yuling Solairaj DHANASEKARAN ZHANG Xiaoyun YANG Qiya ZHANG Hongyin 《食品科学》 北大核心 2025年第13期75-85,共11页
The WSC proteins produced by Penicillium expansum play a crucial role in causing blue mold on pears.To analyze the role of the WSC1 gene in the pathogenic process of this fungal pathogen,we conducted transcriptomic an... The WSC proteins produced by Penicillium expansum play a crucial role in causing blue mold on pears.To analyze the role of the WSC1 gene in the pathogenic process of this fungal pathogen,we conducted transcriptomic analysis of a WSC1 knockout(ΔWSC1)strain.The knockout of WSC1 significantly altered the gene expression profile in P.expansum,particularly for genes involved in cell wall integrity,signaling,stress response,and toxin production.The differential expression of these genes might make theΔWSC1 strain more vulnerable to environmental stress,while reducing the toxin production capacity,ultimately leading to a decrease in the pathogenicity.The transcriptomic analysis revealed that the expression of genes related to stress response signals,defense mechanisms and oxidative stress management changed when pear fruits were infected with theΔWSC1 strain.These changes may trigger a cascade of responses in pear fruits.In addition,compared with those infected with the wild-type strain,pear fruits infected with theΔWSC1 strain exhibited up-regulated expression of genes related to defense and oxidative stress.This study clarifies how the WSC1 gene influences P.expansum’s ability to infect pear fruits and how pear fruits respond to the infection. 展开更多
关键词 pear fruit Penicillium expansum transcriptomic analysis INFECTION
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Comparative transcriptome study provides insights into acquisition of embryogenic ability in upland cotton during somatic embryogenesis 被引量:3
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作者 SUN Ruibin TIAN Ruiping +2 位作者 MA Dan WANG Shaohui LIU Chuanliang 《Journal of Cotton Research》 2018年第2期44-56,共13页
Background: The conversion from non-embryogenic callus (NEC) to embryogenic callus (EC) is the key bottleneck step in regeneration of upland cotton (Gossypium hirsutum), and hinders the transgenic breeding of u... Background: The conversion from non-embryogenic callus (NEC) to embryogenic callus (EC) is the key bottleneck step in regeneration of upland cotton (Gossypium hirsutum), and hinders the transgenic breeding of upland cotton. To investigate molecular mechanisms underlying acquisition of embryogenic potential during this process, comparation analysis of transcriptome dynamics between two upland cotton cultivars with different somatic embryogenesis abilities was conducted. Results: Differentially expressed genes involved in the transformation from NEC to EC were detected in the two different cultivars. Principal component analysis based on DEGs showed that the NEC tissues of the two cultivars were highly heterogeneous, whereas the derived EC tissues were similar, which suggested the homogeneousness of EC between different lines. In the highly embryogenic cultivar CCRI 24, more of these genes were down-regulated, whereas, in the recalcitrant cultivar CCRI 12, more were up-regulated. Bioinformatics analysis on these DEGs showed that the vast majority of differentially expressed genes were enriched in metabolism and secondary metabolites biosynthesis pathways. Flavonoid biosynthesis and phenylpropanoid biosynthesis pathways were enriched in both cultivars, and the associated genes were down-regulated more in CCRI 24 than in CCRI 12. We deduced that vigorous secondary metabolism in CCRI 12 may hinder primary metabolism, resulting in tardiness of cell differentiation. Interestingly, genes involved in the plant hormone signal transduction pathway were enriched in the recalcitrant cultivar CCRI 12, but not in CCRI 24, suggesting more radical regulation of hormone signal transduction in the recalcitrant cultivar. Signal transduction rather than biosynthesis of plant hormones is more likely to be the determining factor triggering NEC to EC transition in recalcitrant cotton lines. Transcription factor encoding genes showed differential regulation between two cultivars. Conclusions: Our study provides valuable information about the molecular mechanism of conversion from NEC to EC in cotton and allows for identification of novel genes involved. By comparing transcriptome changes in transformation from NEC to EC between the two cultivars, we identified 46 transcripts that may contribute to initiating embryogenic shift. 展开更多
关键词 Upland cotton transcriptome Non-embryogenic callus (NEC) Embryogenic callus (EC) Somatic embryogenesis
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Integrated transcriptome and proteome analysis reveals complex regulatory mechanism of cotton in response to salt stress 被引量:1
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作者 CHEN Lin SUN Heng +2 位作者 KONG Jie XU Haijiang YANG Xiyan 《Journal of Cotton Research》 2021年第2期91-103,共13页
Background:Soil salt stress seriously restricts the yield and quality of cotton worldwide.To investigate the molecular mechanism of cotton response to salt stress,a main cultivated variety Gossypium hirsutum L.acc.Xin... Background:Soil salt stress seriously restricts the yield and quality of cotton worldwide.To investigate the molecular mechanism of cotton response to salt stress,a main cultivated variety Gossypium hirsutum L.acc.Xinluzhong 54 was used to perform transcriptome and proteome integrated analysis.Results:Through transcriptome analysis in cotton leaves under salt stress for 0 h(T0),3 h(T3)and 12 h(T12),we identified 8436,11628 and 6311 differentially expressed genes(DEGs)in T3 vs.T0,T12 vs.T0 and T12 vs.T3,respectively.A total of 459 differentially expressed proteins(DEPs)were identified by proteomic analysis,of which 273,99 and 260 DEPs were identified in T3 vs.T0,T12 vs.T0 and T12 vs.T3,respectively.Metabolic pathways,biosynthesis of secondary metabolites,photosynthesis and plant hormone signal transduction were enriched among the identified DEGs or DEPs.Detail analysis of the DEGs or DEPs revealed that complex signaling pathways,such as abscisic acid(ABA)and jasmonic acid(JA)signaling,calcium signaling,mitogen-activated protein kinase(MAPK)signaling cascade,transcription factors,activation of antioxidant and ion transporters,were participated in regulating salt response in cotton.Conclusions:Our research not only contributed to understand the mechanism of cotton response to salt stress,but also identified nine candidate genes,which might be useful for molecular breeding to improve salt-toleranee in cotton. 展开更多
关键词 COTTON PROTEOME Salt stress transcriptome
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Transcriptome analysis of leaves,roots and flowers of Panax notoginseng on ginsenoside and alkaloid biosynthesis and amelioration of vascular insufficiency conditions by saponins from the flower buds
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作者 Bin-ruiYANG Kwok-KuenCHEUNG +7 位作者 Ming-huaLIU Wai-FungCHEUNG XinZHOU Rui-fangXIE You-huaWANG PuiManHOI StephenKwok-WingTSUI SimonMing-YuenLEE 《中国药理学与毒理学杂志》 CAS CSCD 北大核心 2015年第S1期105-105,共1页
OBJECTIVE To investigate the transcriptomic details on the biosynthetic pathways in different parts of the Panax notoginseng and the pharmacological activity of the saponins extracted from the flower(FS)on vascular in... OBJECTIVE To investigate the transcriptomic details on the biosynthetic pathways in different parts of the Panax notoginseng and the pharmacological activity of the saponins extracted from the flower(FS)on vascular insufficiency conditions.METHODS RNA sequencing of three different Panax notoginseng tissues was performed using next generation DNA sequencing and differential gene expression was validated by real-time PCR.In order to determine pro-angiogenic and therapeutic effects of FS on myocardial infraction(MI),FS was examined on the endothelial cell migration assay,vascular insufficiency model in zebrafish and MI model in rats.RESULTS After assembling the high quality sequencing reads into 107 340 unigenes,biochemical pathways were predicted and 9 908 unigenes were assigned to 135 KEGG pathways.Among them,270 unigenes were identified to be involved in triterpene saponin biosynthesis as well as 350 and 342unigenes were predicted to encode cytochrome P450 sand glycosyltransferases,respectively.One unigene was annotated as CYP716A53v2,probably participates in the formation of protopanaxatriol from protopanaxadiol and the differential expression of this gene was confirmed by real-time PCR.In addition,the pharmacological evaluation demonstrate that FS significantly promoted vascular endothelial growth factor(VEGF)induced the migration of human umbilical vein endothelial cells(HUVECs)and partially restored defective intersegmental vessels in a chemically induced vascular insufficiency model of zebrafish larva.Moreover,the two week posttreatment of the rat MI model with FS(25-50mg·kg-1·d-1)induced approximately 3-fold upregulation of VEGF mRNA expression,with a concomitant increase in blood vessel density in the peri-infarct area of the heart by 50.7%,compared to 41.4%in the MI group.Furthermore,TUNEL analysis indicates a reduction in the mean apoptotic nuclei per field in peri-infarct myocardium upon FS treatment.CONCLUSION We have established a global transcriptome dataset for Panax notoginseng and provided additional genetic information for further genome-wide research and analyses.Candidate genes involved in ginsenoside biosynthesis,including putative cytochrome P450 sand glycosyltransferases were obtained.The transcriptomes in different plant tissues also provide invaluable resources for future study of the differences in physiological processes and secondary metabolites in different parts of P.notoginseng.And the significant pro-angiogenic effect of FS in multiple experimental models renders the purified saponin preparation as potential preventive and therapeutic agent for cardiovascular diseases yet to be developed. 展开更多
关键词 PANAX notoginseng transcriptome GINSENOSIDES vascu
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Novel Kunitz-like peptides discovered in zoanthid Palythoa caribaeorum through transcriptome sequencing
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作者 LIAO Qi-wen LI Sheng-nan +4 位作者 Shirley Weng In SIU Judy Yuet-Wa CHAN Jean-étienne RL MORLIGHEM Gandhi RADIS-BAPTISTA Simon Ming-Yuen LEE 《中国药理学与毒理学杂志》 CAS CSCD 北大核心 2018年第9期742-742,共1页
OBJECTIVE Palythoa caribaeorum(class Anthozoa) is a zoanthid that together jellyfishes,hydra,and sea anemones,which are venomous and predatory,belongs to the Phyllum Cnidaria.The distinguished feature in these marine ... OBJECTIVE Palythoa caribaeorum(class Anthozoa) is a zoanthid that together jellyfishes,hydra,and sea anemones,which are venomous and predatory,belongs to the Phyllum Cnidaria.The distinguished feature in these marine animals is the cnidocytes in the body tissues,responsible for toxin production and injection that are used majorly for prey capture and defense.With exception for other anthozoans,the toxin cocktails of zoanthids have been scarcely studied and are poorly known.METHODS Based on the analysis of P.caribaeorum transcriptome,numerous predicted venom-featured polypeptides were identified,including allergens,neuro-toxins,membrane-active and Kunitz-like peptides(PcKuz).The three predicted PcKuz isotoxins(1 to 3) were selected for functional studies.Through computational processing comprising structural phylogenetic analysis,molecular docking,and dynamics simulation,PcKuz3 was shown to be a potential voltage gated potassium-channel inhibitor.RESULTS PcKuz3 fitted well as new functional Kunitz-type toxins with strong anti-locomotor activity as in vivo assessed in zebrafish larvae,with weak inhibitory effect toward proteases,as evaluated in vitro.Notably,PcKuz3 can suppress,at low concentration,the 6-OHDA-induced neurotoxicity on the locomotive behavior of zebrafish,which indicated PcKuz3 may have a neuroprotective effect.CONCLUSION Taken together,PcK uz3 figures as a novel neurotoxin structure which differs from known homologous peptides expressed in sea anemone.Moreover,the novel PcKuz3 provides an insightful hint for bio-drug development for prospective neurodegenerative disease treatment. 展开更多
关键词 transcriptome Kunitz-like peptides protein docking ZEBRAFISH NEUROTOXIN zoanthids
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Transcriptome Profiling and Analysis during Cotton Fiber Cell Development
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作者 ZHU Yu-xian(The National Laboratory of Protein Engineering and Plant Genetic Engineering,College of Life Sciences,Peking University,Beijing 100871,China) 《棉花学报》 CSCD 北大核心 2008年第S1期129-,共1页
In this project,we aim to elucidate the molecular mechanism controlling initiation and elongation of tetraploid Gossypium hirsutum fiber cells by setting up a high throughput custom-designed
关键词 HIGH CELL transcriptome Profiling and Analysis during Cotton Fiber Cell Development
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Identification of lncRNAs Associated withβ-conglycininα-null Allele Based on a Genome-wide Transcriptome Analysis ofα-null-type Hypoallergenic Soybean(Glycine max)Near-isogenic Lines
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作者 Tian Yu-su Shang Yu-zhuo +9 位作者 Ma Chong-xuan Fan Yuan-hang Luo Ting-ting Qiu Zhen-dong Li Ming Cao Qing-qian Liu Chang Peng Yu-han Song Bo Liu Shan-Shan 《Journal of Northeast Agricultural University(English Edition)》 2023年第4期1-19,共19页
Soybean mutants withα-nullβ-conglycinin are associated with high nutritional value and low allergenic risk.Although long noncoding RNAs(lncRNAs)are increasingly recognized as functional regulatory components affecti... Soybean mutants withα-nullβ-conglycinin are associated with high nutritional value and low allergenic risk.Although long noncoding RNAs(lncRNAs)are increasingly recognized as functional regulatory components affecting eukaryotic gene expression,little is known about lnc RNA profiles inα-null-type hypoallergenic soybeans.In this study,a genome-wide integrative analysis of lncRNAs,m RNAs and epigenomic data in the soybean cgy-2(confirmedα-null)near-isogenic line(NIL)and its recurrent parent Dongnong47(DN47)was conducted.Nineteen novel lncRNAs that were differentially expressed(DE)only in the NIL at 18 days after flowering(i.e.,α-null-associated DE lncRNAs)were delected.Sixteen putative soybean stress-responsive lncRNAs were identified,and observed to regulate 257 stress-related genes DE in the NIL.This result indicated that theα-null allele might represent an intrinsic defect stress that altered the expression of various stress-related genes inα-null-type hypoallergenic soybean.Additionally,25 epigenetic-related lncRNAs regulated 831 DE epigenetic-related genes and simultaneously initiated multiple epigenetic activities,including ubiquitination,methylation and acetylation.Kyoto encyclopedia of genes and genomes(KEGG)analysis indicated that the biosynthesis of amino acids pathway was enriched with 83 DE genes regulated by nine DE lncRNAs.Changes in the expression of these lncRNAs and genes might be the reason for the altered amino acid composition in the NIL.Among all detected DE lncRNAs,MSTRG.12518 was the most conspicuousα-null-specific cis/trans-lnc RNA that played an efficient,versatile and vital role in the NIL.The data indicated that the lnc RNA profile differed between the NIL and DN47.Variations in lncRNAs,gene expression levels and DNA methylation states likely contributed to the intrinsic defect stress response mechanism inα-null-type hypoallergenic soybeans. 展开更多
关键词 lncRNAs transcriptome methylome soybeanβ-conglycinin α-null NIL
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Transcriptome and Functional Analysis of Fiber-related Gene Expression in Cotton
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作者 CHEN Z Jeffrey LEE Jinsuk J +1 位作者 HA Misook AGARWAL Vikram 《棉花学报》 CSCD 北大核心 2008年第S1期35-,共1页
Fiber cell initiation is a complex process involving many pathways,including phytohormones and components for transcriptional and posttranscriptional regulation.Here we report expression
关键词 transcriptome and Functional Analysis of Fiber-related Gene Expression in Cotton
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Analysis of lycopodiastrum casuarinoides transcriptome discovers lycodine-type alkaloid biosynthetic genes and genetic markers
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作者 Gang CHEN Qiu-mei LIN +1 位作者 Lin ZENG Yi-ping ZOU 《中国药理学与毒理学杂志》 CAS CSCD 北大核心 2018年第4期274-275,共2页
OBJECTIVE o facilitate the basic acquaintance with the bioactive lycodine-type alkaloids biosynthetic pathways,we conducted the transcriptome analysis of L.casuarinoides by illumina sequencing.METHODS The plant of L.c... OBJECTIVE o facilitate the basic acquaintance with the bioactive lycodine-type alkaloids biosynthetic pathways,we conducted the transcriptome analysis of L.casuarinoides by illumina sequencing.METHODS The plant of L.casuarinoides was collected and was subjected to RNA isolation,cDNA library construction,and illumina sequencing before bioinformatics analysis.After sequencing,the clean reads were obtained for de novo assembly by using Trinity software,and then further processed with TGICL sequencing clustering software to generate unigenes,The unigenes are aligned by Blast X alignment to six public protein database.In addition,all unigenes are functionally annotated by GO,KEGG and characterized putative genes involved in lycopodium alkaloids biosynthesis.RESULTS In total,124,524 high-quality unigenes were obtained with an average sequence length of 601 bp.Among the L.casuarinoides transcripts,61,304 showed significant similarity(E-value<1 e-5) to the known proteins in the public database.Among the total 124 524 unigenes,47,538 open reading frame(ORFs) were predicted.Based on the bioinformatics analysis,all possible enzymes involved in the Lycodine-type alkaloids biosynthetic pathway of L.casuarinoides were identified,including primary amine oxidase(PAO),and Malonly-CoA decarboxylase.In addition,a total of 64 putative cytochrome P450(CYP450) and 827 transcription factors were selected as the candidates of Lycodine-type alka.loids modifiers.Furthermore,a total of 13 352 simple sequence repeats(SSRs) were identified from the 124,524 unigenes,of which dinucleotide motifs AG/CT(50.1%),were the most abundant.CONCLU.SION This transcriptome analysis of L.casuarinoides,provides many valuable candidate genes involv.ing in the biosynthesis of novel secondary metabolites but also lays the foundation for genetic diversity analysis via SSRs markers in L.casuarinoides. 展开更多
关键词 番茄碱 生物碱 生物活性 药物分析
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Transcriptomic analysis reveals“adipogenesis”in the uterosacral ligaments of postmenopausal women with recurrent pelvic organ prolapse
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作者 ZHOU Yanhua YAN Dayu +3 位作者 ZHANG Xiulan LI Xuhong YAN Wenguang JIANG Li 《中南大学学报(医学版)》 CSCD 北大核心 2024年第11期1808-1820,共13页
Objective:Pelvic organ prolapse(POP)is a common condition in postmenopausal women,with an increasing prevalence due to aging.Some women experience POP recurrence after surgical treatment,significantly affecting their ... Objective:Pelvic organ prolapse(POP)is a common condition in postmenopausal women,with an increasing prevalence due to aging.Some women experience POP recurrence after surgical treatment,significantly affecting their physical and mental health.The uterosacral ligament is a critical pelvic support structure.This study aims to investigate the molecular pathological changes in the uterosacral ligament of postmenopausal women with recurrent POP using transcriptomic analysis.Methods:Transcriptomic data of uterosacral ligament tissues were obtained from the public dataset GSE28660,which includes samples from 4 postmenopausal women with recurrent POP,4 with primary POP,and 4 without POP.Differentially expressed genes(DEGs)were identified between recurrent POP and both primary and non-POP groups.Further analysis included intersection analysis of DEGs,gene ontology enrichment,protein protein interaction(PPI)network construction,gene set enrichment analysis(GSEA),single-sample GSEA,and xCell immune cell infiltration analysis to explore molecular pathological changes in recurrent POP.Additionally,histological and molecular differences in the uterosacral ligament were compared between simulated vaginal delivery(SVD)rat models with and without ovariectomy.Results:Compared with primary POP and non-POP groups,recurrent POP exhibited activation of adipogenesis and inflammation-related pathways,while pathways related to muscle proliferation and contraction were downregulated in the uterosacral ligament.Nine key DEGs(ADIPOQ,FABP4,IL-6,LIPE,LPL,PCK1,PLIN1,PPARG,and CD36)were identified,with most enriched in the peroxisome proliferator-activated receptor(PPAR)signaling pathway.These genes were significantly correlated with lipid accumulation,monocyte infiltration,and neutrophil infiltration in the uterosacral ligament.Urodynamic testing revealed that the bladder leak point pressure was significantly higher in ovariectomized SVD rats,both of which had higher values than the sham group.Masson staining showed pronounced adipogenesis in the uterosacral ligament of ovariectomized SVD rats,along with reduced collagen and muscle fibers compared to the sham and non ovariectomized SVD groups.Furthermore,real-time RT-PCR confirmed significantly elevated expression of key DEGs,including ADIPOQ,IL-6,PCK1,and PLIN1,in the uterosacral ligaments of ovariectomized SVD rats.Conclusion:Adipogenesis and inflammation in the uterosacral ligament may contribute to its reduced supportive function,potentially leading to recurrence POP in postmenopausal women. 展开更多
关键词 recurrent pelvic organ prolapse uterosacral ligament ADIPOGENESIS INFLAMMATION transcriptomICS
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牦牛转录组学研究进展 被引量:1
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作者 彭巍 赵黄青 +4 位作者 付长其 舒适 张君 雷初朝 黄永震 《家畜生态学报》 北大核心 2025年第1期125-128,共4页
转录组学的发展为研究生物功能基因提供了新的手段,牦牛转录组学的研究主要聚焦在卵泡发育、低氧适应机制、肌肉发育和脂肪细胞分化等方面。本文从非编码RNA(lncRNA、miRNA、piRNA)在牦牛繁殖和肌肉发育等领域的研究现状进行介绍与阐述... 转录组学的发展为研究生物功能基因提供了新的手段,牦牛转录组学的研究主要聚焦在卵泡发育、低氧适应机制、肌肉发育和脂肪细胞分化等方面。本文从非编码RNA(lncRNA、miRNA、piRNA)在牦牛繁殖和肌肉发育等领域的研究现状进行介绍与阐述,旨在为牦牛繁殖调控和分子育种提供理论基础。 展开更多
关键词 转录组学 展望 研究进展
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多组学与人工智能在预测和诊断结直肠癌肝转移中的应用 被引量:1
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作者 王立坤 郝琦 +6 位作者 金炜涵 董时正 武雪亮 胡晓峰 武亮 荀敬 马洪庆 《实用医学杂志》 北大核心 2025年第7期1070-1078,共9页
结直肠癌是全球癌症相关发病率和病死率的主要原因之一,肝转移显著影响患者的预后。传统的诊断方法,如影像学检查和生物标志物检测,往往缺乏足够的敏感性和特异性,凸显了对更精确技术的需求。近年来,基因组学、转录组学、蛋白质组学、... 结直肠癌是全球癌症相关发病率和病死率的主要原因之一,肝转移显著影响患者的预后。传统的诊断方法,如影像学检查和生物标志物检测,往往缺乏足够的敏感性和特异性,凸显了对更精确技术的需求。近年来,基因组学、转录组学、蛋白质组学、代谢组学和表观遗传学等技术的出现彻底改变了对结直肠癌生物学机制的理解。这些方法能够全面分析基因突变、基因表达、蛋白质变化和代谢重编程,所有这些因素均参与了转移过程的形成。本文围绕人工智能技术在分析复杂的多组学数据、提高诊断准确性以及协助个性化治疗策略方面的先进的能力,探讨了AI在多组学分析的数据质量、模型可解释性和临床转化方面的挑战,以及单细胞测序和空间组学等新兴技术结合大规模、多中心的研究进一步增强这些工具的临床应用的未来方向。 展开更多
关键词 结直肠癌肝转移 人工智能 基因组学 转录组学 蛋白质组学
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基于mTOR/HIF-1α/VEGF信号通路探讨菟丝子醇提物对4T1乳腺癌细胞增殖的抑制作用 被引量:1
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作者 宋辉 黄晓俏 +4 位作者 孙向明 胡扬 单文猜 汤静 李文兰 《食品工业科技》 北大核心 2025年第7期355-364,共10页
目的:通过体内外实验,探讨菟丝子醇提物对4T1乳腺癌细胞增殖的抑制作用及机制。方法:体外采用MTT、划痕、Transwell、流式细胞术实验分别研究菟丝子醇提物对4T1乳腺癌细胞增殖、迁移、侵袭、凋亡的影响;体内建立4T1荷瘤小鼠模型,菟丝子... 目的:通过体内外实验,探讨菟丝子醇提物对4T1乳腺癌细胞增殖的抑制作用及机制。方法:体外采用MTT、划痕、Transwell、流式细胞术实验分别研究菟丝子醇提物对4T1乳腺癌细胞增殖、迁移、侵袭、凋亡的影响;体内建立4T1荷瘤小鼠模型,菟丝子醇提物灌胃给药14 d后,ELISA试剂盒检测小鼠血清中肿瘤坏死因子-alpha(Tumor necrosis factor-alpha,TNF-α)、白介素2(Interleukin-2,IL-2)、白介素10(Interleukin-10,IL-10)的浓度。同时将模型组、菟丝子醇提物高剂量组瘤组织进行转录组测序分析,筛选差异基因,进行GO和KEGG富集分析,采用Western Blot法对mTOR/HIF-1α/VEGF信号通路进行实验验证。结果:与空白组相比,菟丝子醇提物(400、800、1200μg/mL)能够显著抑制4T1乳腺癌细胞增殖、迁移、侵袭(P<0.05,P<0.01),促进细胞凋亡(P<0.01)。体内实验显示,与模型组相比,菟丝子醇提物(6.24、12.48 g/kg)可显著提高小鼠血清中TNF-α、IL-2、IL-10(P<0.05,P<0.01)的含量;转录组筛选出差异基因512个,其中上调154个,下调358个;GO富集分析共富集到1870个条目;KEGG富集分析富集到Cytokine-cytokine receptor interaction、HIF-1signaling pathway、IL-17 signaling pathway等信号通路;菟丝子醇提物能够降低瘤组织中p-mTOR、HIF-1α、pRPS6K、p-P70S6K、VEGF、VEGFR2蛋白表达(P<0.05,P<0.01),具有剂量依赖性。结论:菟丝子醇提物可抑制4T1乳腺癌细胞增殖,升高小鼠血清中炎症因子表达,其机制与调控mTOR/HIF-1α/VEGF信号通路有关。 展开更多
关键词 菟丝子 乳腺癌 转录组 mTOR/HIF-1α/VEGF信号通路
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海马齿对两种高浓度氮源耐受的转录差异研究
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作者 杨妙峰 林永青 +4 位作者 杨芳 郑盛华 席英玉 郑惠东 罗冬莲 《大连海洋大学学报》 北大核心 2025年第3期406-416,共11页
为了探究海马齿(Sesuvium portulacastrum)对不同氮素的吸收能力,利用转录组学测序研究了水培海马齿对铵态氮(NH_(4)^(+))和硝态氮(NO_(3)^(-))的吸收同化机制。结果表明:氨氮组(SA)的根际酸化大于硝氮组(SN),差值达到(1.48±0.02)... 为了探究海马齿(Sesuvium portulacastrum)对不同氮素的吸收能力,利用转录组学测序研究了水培海马齿对铵态氮(NH_(4)^(+))和硝态氮(NO_(3)^(-))的吸收同化机制。结果表明:氨氮组(SA)的根际酸化大于硝氮组(SN),差值达到(1.48±0.02)个pH单位;同样浓度(60 mg/L N)下,海马齿对NH_(4)^(+)吸收滞后且弱于NO_(3)^(-),吸收过程符合一级反应动力学模型,吸收速率常数(k=0.0235/d)小于硝态氮(k=0.0697/d),但对磷的吸收量则高出SN组1.87倍;海马齿对氨氮的耐受性较高,除茎生长量外,其余生长性状各指标与SN组无显著性差异;利用KOG注释、KEGG和GO通路分析,筛选出可能与海马齿氮代谢相关的差异基因,包括硝酸还原酶NR、亚硝酸盐还原酶NiR、硝酸盐转运蛋白NRT1、氯离子通道蛋白CLC-c、慢阴离子通道SLAH3、氨基酸转运蛋白、氨基转移酶等,其中NR和NiR还进一步引发相应蛋白表达水平的改变;与SN组相比,SA组叶片NR和NiR表达下调,说明叶片不是铵态氮同化的主要场所,却是硝态氮同化的重要部位;氨基转移酶(BCAT2、ALAAT2、AAT)和氨基酸转运蛋白(CAT1、Avt1H、BAT1、AATL1)的上调表明,同化后的铵态氮在叶片发生了再分配和循环;NPF6.2/NRT1.4、NPF6.4/NRT1.3、SLAH3等硝酸盐转运蛋白家族的基因表达上调,可能在铵态氮的解毒上起到一定作用。研究表明,海马齿通过差异化的氮素吸收、转运和代谢响应机制,能够有效适应高浓度氮素的水体环境,本研究结果可为海马齿修复技术的推广应用提供有益参考。 展开更多
关键词 海马齿 转录组 氮代谢
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多组学研究在糖尿病视网膜病变发病机制中的应用研究进展 被引量:1
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作者 刘晓静 张越 +1 位作者 许衍辉 陈志敏 《眼科新进展》 北大核心 2025年第5期403-409,共7页
糖尿病视网膜病变(DR)作为糖尿病(DM)患者中最为常见的微血管并发症之一,其病因复杂多变,涉及多方面因素。DR在基因组学、表观基因组学、转录组学、蛋白质组学及代谢组学等多个组学层面上均展现出独特的表征,为探索并开发DR新型治疗策... 糖尿病视网膜病变(DR)作为糖尿病(DM)患者中最为常见的微血管并发症之一,其病因复杂多变,涉及多方面因素。DR在基因组学、表观基因组学、转录组学、蛋白质组学及代谢组学等多个组学层面上均展现出独特的表征,为探索并开发DR新型治疗策略开辟了崭新路径。然而,单一组学方法固有的局限性,仅能从单一维度剖析疾病背后的生物学与分子机制,难以全面捕捉DR的复杂本质。随着高通量测序技术的飞速进步,多组学联合分析融合了不同组学技术的优势,能够从多维度、多层次深入探究DR的发病机制。本文旨在全面综述多组学技术在揭示DR发病机制及其复杂分子机制方面的最新进展,深入探讨多组学技术为DR研究带来的新机遇、当前面临的挑战以及未来的发展前景。 展开更多
关键词 糖尿病视网膜病变 基因组学 转录组学 蛋白质组学 代谢组学 多组学技术整合
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低温处理牡丹试管苗前后的转录组分析
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作者 符真珠 高杰 +3 位作者 李艳敏 王慧娟 袁欣 王利民 《种子》 北大核心 2025年第5期36-43,共8页
牡丹组织培养技术尚未应用于产业化的主要原因是试管苗生根后地上部发生休眠,导致移栽成活率低。研究发现,4℃低温处理牡丹生根试管苗60 d可以促进顶芽萌发,解除顶芽休眠。为了解析低温处理对试管苗顶芽萌发的相关机制,对低温处理不同... 牡丹组织培养技术尚未应用于产业化的主要原因是试管苗生根后地上部发生休眠,导致移栽成活率低。研究发现,4℃低温处理牡丹生根试管苗60 d可以促进顶芽萌发,解除顶芽休眠。为了解析低温处理对试管苗顶芽萌发的相关机制,对低温处理不同天数的试管苗进行表型观察和转录组测序。结果表明,生根试管苗经低温处理后,抑制了ABI转录,ABA合成通路中一些关键基因PP2C、PYL、ARF等的表达受到抑制,阻碍了其生物合成,同时激活了GA生物通路中的一些关键基因GA2ox1、GAI的表达,促进了GA合成,导致试管苗中GA与ABA含量达到平衡,促进了顶芽萌发。 展开更多
关键词 牡丹 休眠解除 转录组 激素
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基于转录组测序筛选烟草响应疫霉侵染的候选基因
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作者 孙计平 王亚乐 +2 位作者 李雪君 平文丽 孙焕 《江苏农业学报》 北大核心 2025年第3期457-467,共11页
疫霉属真菌是主要的植物病原菌,会对很多作物造成毁灭性伤害,为挖掘烟草响应疫霉侵染的候选基因,用烟草疫霉菌侵染河洛1号幼苗,通过转录组测序技术,对疫霉菌侵染前与侵染后24 h和48 h的差异表达基因(DEG)进行基因本体(GO)和京都基因与... 疫霉属真菌是主要的植物病原菌,会对很多作物造成毁灭性伤害,为挖掘烟草响应疫霉侵染的候选基因,用烟草疫霉菌侵染河洛1号幼苗,通过转录组测序技术,对疫霉菌侵染前与侵染后24 h和48 h的差异表达基因(DEG)进行基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析,并利用实时定量聚合酶链反应(qRT-PCR)技术验证。结果表明,疫霉菌侵染后24 h和48 h分别筛选出DEG 4563个和14053个,共同变化的基因3623个,其中1502个上调差异表达基因被GO基因组注释,主要富集在谷胱甘肽代谢过程和蛋白质磷酸化生物学过程;787个下调差异表达基因被GO基因组注释,主要富集在转录调控。KEGG富集分析结果显示,差异表达基因主要富集在植物-丝裂原活化蛋白激酶信号通路、植物激素信号转导通路和植物-病原菌互作通路。植物-病原菌互作通路中FLS2上调促进MEKK1磷酸化,诱导蛋白激酶MPK4,引起WRKY12持续下调表达,WRKY9、WRKY24、WRKY26、WRKY31、WRKY33、WRKY40持续上调表达;诱导蛋白激酶MPK3/6表达,引起WRKY11、WRKY15、WRKY17和WRKY41上调表达,导致PR-1基因持续下调表达,河洛1号植株感病。 展开更多
关键词 转录组 疫霉 河洛1号 烟草
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亚精胺提高烟草幼苗抗盐性的转录组分析
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作者 王文超 许嘉阳 +6 位作者 田嘉树 刘腾飞 赵源 贾玮 许自成 张斌 崔光周 《山东农业科学》 北大核心 2025年第5期46-53,共8页
为探究亚精胺对烟草幼苗盐胁迫的缓解效应,以云烟87为材料,研究外源亚精胺对NaCl胁迫下烟草幼苗生理生化特性及基因表达的影响。结果表明,外源亚精胺缓解了盐胁迫对烟草幼苗生长的抑制作用,叶片相对含水量、植株干重、叶绿素含量较NaCl... 为探究亚精胺对烟草幼苗盐胁迫的缓解效应,以云烟87为材料,研究外源亚精胺对NaCl胁迫下烟草幼苗生理生化特性及基因表达的影响。结果表明,外源亚精胺缓解了盐胁迫对烟草幼苗生长的抑制作用,叶片相对含水量、植株干重、叶绿素含量较NaCl处理分别提高21.60%、18.48%、59.75%;亚精胺显著提高了烟草幼苗超氧化物歧化酶(SOD)、过氧化物酶(POD)活性和脯氨酸含量,较NaCl处理分别提高26.38%、39.09%和32.67%;通过转录组分析筛选出4339个受Spd调控的差异表达基因,这些差异表达基因主要富集在光合作用、次生代谢物生物合成过程及糖类代谢等条目。本研究明确了亚精胺缓解烟草盐胁迫的应用效果并筛选出关键基因及代谢通路,可为亚精胺在烤烟生产中的合理应用提供理论参考和技术支撑。 展开更多
关键词 烟草 盐胁迫 亚精胺 转录组分析
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柠檬转录组SSR标记开发及遗传多样性分析
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作者 余智城 何雪娇 +1 位作者 陈振东 林秀香 《福建农业学报》 北大核心 2025年第4期333-340,共8页
【目的】以柠檬转录组数据为基础开发EST-SSR标记并进行遗传多样性分析。【方法】利用MISA软件对柠檬转录组进行SSR位点搜索,用Primer 3.0设计和筛选引物,并绘制49份柠檬的聚类图。【结果】共鉴定到40 193个SSR位点,SSR分布频率为35.67%... 【目的】以柠檬转录组数据为基础开发EST-SSR标记并进行遗传多样性分析。【方法】利用MISA软件对柠檬转录组进行SSR位点搜索,用Primer 3.0设计和筛选引物,并绘制49份柠檬的聚类图。【结果】共鉴定到40 193个SSR位点,SSR分布频率为35.67%,平均分布距离为1.39 kb;柠檬转录组中SSR序列以单、三、二核苷酸重复类型为主,分别占80.91%、9.20%和8.67%,其优势基元分别为A/T、AG/CT和AAG/CTT;共设计出4 561对引物,选取其中24对进行有效性验证,筛选到13对多态性引物;扩增得到47个等位基因,有效等位基因均值为3.615;观察杂合度、期望杂合度和引物多态信息含量的均值为0.637、0.516和0.528;在遗传距离0.40时可将供试材料划分为五大类,聚类结果与传统的形态学分类结果大体一致。【结论】本研究开发的13对EST-SSR引物能将供试材料进行有效区分,与传统分类学相吻合,并揭示了供试材料间具有丰富的遗传多样性,为柠檬种质资源后续开发及利用提供参考依据。 展开更多
关键词 柠檬 转录组 SSR重复类型 聚类分析
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