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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:4
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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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Ultrasound Tweezers Trigger Single-Cell Mechanical Dynamics for Cell Mechanophenotyping
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作者 Weiyi Qian Apratim Bajpai +2 位作者 Jie Tong Zijing Zhang Weiqiang Chen 《医用生物力学》 EI CAS CSCD 北大核心 2019年第A01期46-46,共1页
Cells actively modulate mechanobiological circuitry against external perturbations to stabilize whole cell/tissue physiology.The dynamic adaption of cells to mechanical force is critical for cells to perform vital bio... Cells actively modulate mechanobiological circuitry against external perturbations to stabilize whole cell/tissue physiology.The dynamic adaption of cells to mechanical force is critical for cells to perform vital biological functions,from single cell migration to embryonic development.Dysregulation of such dynamics has been associated with pathophysiological conditions in cardiovascular diseases,cancer,aging,and developmental disorders[1].Therefore,a direct understanding of cell’s biomechanical adaptive/maladaptive behaviors and the trigger factors causing the transformation of healthy adaption to maladaptation can help reveal the regulatory role of single cell mechanosensitive dynamics in the progression of various degenerative diseases and aging.However,current efforts for uncovering fundamental associations between disease and cell architecture have been focusing on'static'measurements of biophysical properties,which is limited by the requirement of large sample sizes to obtain statistically significant data.We therefore developed a single and highly integrated platform with mechanical stimulation and fine spatiotemporal sensing functions to probe the single cell mechanical dynamics at subcellular level to determine cell’s mechanophenotypes in healthy and disease conditions.We developed an integrated micromechanical system composed of an’ultrasound tweezer’stimulator[2]and a PDMS micropillar array [3] cellular force sensor to in situ noninvasively probe and monitor single cell mechanical dynamics.Vascular smooth muscle cells(VSMCs)from healthy mouse and mouse with induced abdominal aorta aneurysm(AAA)were used for cell mechanobiological study.An ultrasound transducer(V312-SM,Olympus)was used to generate ultrasound pulses to excite lipid-encapsulated microbubbles(Targeson)binding to cell membrane through an RGD-integrin linkage to apply a transient nanonewton force to VSMCs seeded on the PDMS micropillar array.PDMS micropillar array was fabricated and functionalized as previously described [3] and acts as the mechanical force sensor in our platform.Upon a 1 HZ and 10-second ultrasound stimulation,calcium influx was clearly detected in both healthy and AAA-VSMCs by using the fluo-4 calcium sensor,suggesting the microbubble-integrin-actin cytoskeleton(CSK)linkage can serve as a mechanosensory to sense the ultrasound stimulation.We then examined how healthy and AAA VSMCs would exhibit adaptions to mechanical stimulation at a global cellular scale.After the onset of a 10-second ultrasound stimulation,control and AAA-VSMCs displayed distinct dynamics of CSK tension within 30 mins,in which the CSK tension of healthy VSMCs increased within the reinforcement period(0-5 min)and restored to their ground state with the relaxation period(5-10 min);yet AAA-VSMCs displayed compromised dynamics of such CSK tension upon calcium influx.Quantitative analysis and theoretical modelling revealed the critical roles of myosin motor contraction,F-actin filament polymerization in regulating cell mechanosensitive dynamics in response to a transient mechanical perturbation.The distinct force and CSK dynamics in healthy and AAA conditions indicates that the force-dependent CSK molecular kinetics is a critical factor governing the distinct mechanosensitive dynamics of cells under pathologically dysfunctional conditions.Our results reveal that the mechanical adaptive process of cells to mechanical stimulus can measure the cellular mechanobiological phenotypes featured in both pathologically healthy and diseased context.We demonstrated that an altered mechanobiological phenotype,i.e.AAA-VSMCs with distinct actomyosin-CSK properties potentiates a mechanical maladaptation that reflects progressive accumulation of cellular damage and dysfunction.This may further reveal the pathogenic contexts and their physical mediators featuring biophysical dysregulation in cardiovascular diseases. 展开更多
关键词 AAA ULTRASOUND TWEEZERS TRIGGER single-cell Mechanical Dynamics CELL Mechanophenotyping
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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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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:3
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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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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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基于转录组测序筛选烟草响应疫霉侵染的候选基因 被引量:1
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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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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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斑皮柠檬桉新芽枯萎病病变过程的转录组动态分析 被引量:1
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作者 甘春雁 唐庆兰 +3 位作者 朱慧 邓紫宇 李昌荣 陈升侃 《西南农业学报》 北大核心 2025年第2期315-324,共10页
【目的】研究斑皮柠檬桉新芽枯萎病病变过程的转录组动态,解析发病过程的防御应答规律,为伞房属树种的抗性育种提供参考。【方法】采用Illumina Novaseq 6000测序平台对斑皮柠檬桉发病过程的各个阶段进行转录组测序,使用RSEM软件计算基... 【目的】研究斑皮柠檬桉新芽枯萎病病变过程的转录组动态,解析发病过程的防御应答规律,为伞房属树种的抗性育种提供参考。【方法】采用Illumina Novaseq 6000测序平台对斑皮柠檬桉发病过程的各个阶段进行转录组测序,使用RSEM软件计算基因表达量(TPM),通过edgeR和STEM软件进行基因差异表达分析和表达模式分析,并进行病害相关的信号传导通路分析。【结果】从病害发展过程的各个阶段(D5、D7、D10和D14)分别筛选出差异表达基因(DEGs)16、334、1437和24个,病害发展前期(D5阶段)的DEGs较少,D10阶段的DEGs最多,D14阶段与D10阶段基因表达水平差异不大;GO功能富集的DEGs主要集中在代谢过程、细胞进程、刺激响应、催化活性、结合和转录调节因子活性等。DEGs的表达模式分析获得5个显著富集的模式,其中4个模式的基因均在D10阶段高表达,模式16基因随病害发展表达量上升,与病害密切相关。富集于MAPK信号通路的丝裂原活化蛋白激酶(MAPK)MPK3基因(Cocit.L1842)、WRKY家族转录因子编码基因(Cocit.H3601、Cocit.K0371)及水杨酸信号途径的TGA转录因子编码基因(Cocit.H3839)上调表达,通过调控病程相关蛋白基因PR1的表达、乙烯生物合成、植保素生物合成等过程,进而调控斑皮柠檬桉对新芽枯萎病的防御反应。【结论】斑皮柠檬桉抗病相关基因对新芽枯萎病的响应较迟缓;病菌侵染后第10天的防御响应最激烈,是整个病害发展过程的关键阶段,与病害的进一步传播相关;MAPK信号通路和水杨酸信号通路是斑皮柠檬桉防御反应的重要途径,MPK3基因、WRKY及TGA转录因子编码基因在防御反应调控中发挥重要的作用。 展开更多
关键词 斑皮柠檬桉 新芽枯萎病 病害发展 转录组动态 信号通路
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基于转录组学和蛋白质组学的知母药性研究 被引量:1
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作者 管伟 王雨 +4 位作者 杨炳友 匡海学 隋垚鑫 刘思佟 刘艳 《世界中医药》 北大核心 2025年第7期1149-1161,共13页
目的:探究知母及其拆分组分对正常大鼠物质与能量代谢水平的影响,阐明其寒热药性归属以及中药性味的科学内涵。方法:将雄性斯泼累格·多雷(SD)大鼠按随机数字表法随机分为空白组、知母水煎液组、多糖组、皂苷组、乙酸乙酯组、其余组... 目的:探究知母及其拆分组分对正常大鼠物质与能量代谢水平的影响,阐明其寒热药性归属以及中药性味的科学内涵。方法:将雄性斯泼累格·多雷(SD)大鼠按随机数字表法随机分为空白组、知母水煎液组、多糖组、皂苷组、乙酸乙酯组、其余组,每组10只。每天上午9时给药,空白组给予相同体积生理盐水灌胃,给药剂量为知母水煎液组2.16 g/kg、多糖组0.26 g/kg、皂苷组0.13 g/kg、乙酸乙酯组0.026 g/kg、其余组0.09 g/kg,连续给药21 d。对肝组织进行转录组和蛋白质组学研究,并对差异表达基因及蛋白进行生物信息学分析寻找与物质及能量代谢相关的关键差异表达基因和蛋白,采用实时定量聚合酶链式反应(PCR)及蛋白质印迹法进行验证。结果:转录组学显示,水煎液、多糖、皂苷及其余组分能够显著降低丙酮酸激酶(Pklr)等基因的表达,抑制大鼠的丙酮酸代谢、氧化物酶体增殖物激活受体(PPAR)等能量代谢相关通路,从而抑制能量代谢,乙酸乙酯组分呈相反趋势;蛋白质组学显示,水煎液、多糖、皂苷及其余组分显著降低Pklr、苹果酸脱氢酶2(Mdh2)等蛋白的表达,显著抑制糖酵解、丙酮酸代谢等能量代谢相关通路,进而抑制能量代谢,乙酸乙酯组分与之相反;联合分析结果显示,丙酮酸代谢通路在知母及其拆分组分对大鼠能量代谢调节中发挥着重要作用。结论:知母水煎液、多糖、皂苷及其余组分抑制大鼠机体能量代谢,具有寒(凉)性;乙酸乙酯组分促进大鼠机体能量代谢,具有热(温)性。 展开更多
关键词 知母 寒热药性 物质代谢 能量代谢 转录组学 蛋白质组学 拆分组分 丙酮酸代谢
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基于转录组学挖掘茄子单性结实相关基因
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作者 林珲 杨港华 +2 位作者 陈继兵 王益奎 朱海生 《中国蔬菜》 北大核心 2025年第11期23-31,共9页
为揭示茄子单性结实相关基因的表达模式变化,通过转录组测序技术对具有单性结实特性的自交系T-2和非单性结实自交系T-11基因序列及表达量进行分析。结果显示,单性结实和非单性结实自交系基因中存在708个显著差异基因,包括439个上调基因... 为揭示茄子单性结实相关基因的表达模式变化,通过转录组测序技术对具有单性结实特性的自交系T-2和非单性结实自交系T-11基因序列及表达量进行分析。结果显示,单性结实和非单性结实自交系基因中存在708个显著差异基因,包括439个上调基因和269个下调基因。利用GO富集分析发现,在生物过程、细胞组成和分子功能三大功能类别中,上调基因主要富集于8个通路。KEGG富集分析进一步揭示了6365个基因,其中141个为显著差异基因,并对84个基因通路进行了注释。qRT-PCR分析显示,16个单性结实相关基因,在自交系T-2中的表达量峰值大多出现在花后3 d,而在自交系T-11中的表达量峰值出现时间较为分散。综合分析表明,这些基因可能在茄子单性结实的激素信号传导过程中发挥重要作用。 展开更多
关键词 茄子 单性结实 转录组 基因
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马尾松花粉超低温保存的生理响应及转录组分析
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作者 张晓宁 张烨 +5 位作者 徐展武 覃子海 魏秋兰 林东 肖玉菲 刘海龙 《广西植物》 北大核心 2025年第10期1916-1925,共10页
为初步解析马尾松花粉对超低温保存的生理响应及相关代谢机制,该文以马尾松花粉为研究对象,在-196℃液氮进行超低温保存并分析冷存过程中[冻存前(CK)、液氮冻存后(LD)、化冻后(HD)]与活性氧(ROS)相关的生理指标及转录组数据。结果表明:... 为初步解析马尾松花粉对超低温保存的生理响应及相关代谢机制,该文以马尾松花粉为研究对象,在-196℃液氮进行超低温保存并分析冷存过程中[冻存前(CK)、液氮冻存后(LD)、化冻后(HD)]与活性氧(ROS)相关的生理指标及转录组数据。结果表明:(1)马尾松花粉超低温保存的最适含水量为3.96%,该含水量下将花粉直接投入液氮保存至少48 h,冻存前后花粉存活率分别为78.54%和73.80%。(2)超氧化物歧化酶(SOD),抗坏血酸过氧化物酶(GSH),谷胱甘肽(APX),抑制羟自由基能力4个指标在冻存前后差异显著。(3)转录组测序共获得65.60 Gb过滤数据,有38505个基因比对到参考基因组(47.84%),CK vs LD、CK vs HD、LD vs HD的差异表达基因(DEGs数量分别为232个、268个、218个)。GO和KEGG分析表明,应激响应(response to stimulus)和抗氧化活性(antioxidant activity)等GO term显著富集;植物激素信号转导、MAPK信号途径、淀粉和蔗糖代谢、果糖和甘露醇代谢、过氧化物酶体等KEGG途径显著富集,从这些途径中进一步筛选到10个可能与冷冻保存过程中损伤和修复有关的基因。该研究结果为马尾松种质资源高效利用和安全保存提供了技术手段,也为进一步解析冷冻保存损伤的分子机制提供参考。 展开更多
关键词 马尾松 花粉 超低温保存 生理 转录组
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