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Induced neural stem cells regulate microglial activation through Akt-mediated upregulation of CXCR4 and Crry in a mouse model of closed head injury 被引量:1
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作者 Mou Gao Qin Dong +3 位作者 Dan Zou Zhijun Yang Lili Guo Ruxiang Xu 《Neural Regeneration Research》 SCIE CAS 2025年第5期1416-1430,共15页
Microglial activation that occurs rapidly after closed head injury may play important and complex roles in neuroinflammation-associated neuronal damage and repair.We previously reported that induced neural stem cells ... Microglial activation that occurs rapidly after closed head injury may play important and complex roles in neuroinflammation-associated neuronal damage and repair.We previously reported that induced neural stem cells can modulate the behavior of activated microglia via CXCL12/CXCR4 signaling,influencing their activation such that they can promote neurological recovery.However,the mechanism of CXCR4 upregulation in induced neural stem cells remains unclear.In this study,we found that nuclear factor-κB activation induced by closed head injury mouse serum in microglia promoted CXCL12 and tumor necrosis factor-αexpression but suppressed insulin-like growth factor-1 expression.However,recombinant complement receptor 2-conjugated Crry(CR2-Crry)reduced the effects of closed head injury mouse serum-induced nuclear factor-κB activation in microglia and the levels of activated microglia,CXCL12,and tumor necrosis factor-α.Additionally,we observed that,in response to stimulation(including stimulation by CXCL12 secreted by activated microglia),CXCR4 and Crry levels can be upregulated in induced neural stem cells via the interplay among CXCL12/CXCR4,Crry,and Akt signaling to modulate microglial activation.In agreement with these in vitro experimental results,we found that Akt activation enhanced the immunoregulatory effects of induced neural stem cell grafts on microglial activation,leading to the promotion of neurological recovery via insulin-like growth factor-1 secretion and the neuroprotective effects of induced neural stem cell grafts through CXCR4 and Crry upregulation in the injured cortices of closed head injury mice.Notably,these beneficial effects of Akt activation in induced neural stem cells were positively correlated with the therapeutic effects of induced neural stem cells on neuronal injury,cerebral edema,and neurological disorders post–closed head injury.In conclusion,our findings reveal that Akt activation may enhance the immunoregulatory effects of induced neural stem cells on microglial activation via upregulation of CXCR4 and Crry,thereby promoting induced neural stem cell–mediated improvement of neuronal injury,cerebral edema,and neurological disorders following closed head injury. 展开更多
关键词 Akt signaling cerebral edema closed head injury Crry CXCR4 induced neural stem cell MICROGLIA NEUROINFLAMMATION
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Genetic interaction network of quantitative trait genes for heading date in rice
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作者 Mengjiao Chen Yifeng Hong +6 位作者 Jiongjiong Fan Dengyi Cao Chong Yin Anjie Yu Jie Qiu Xuehui Huang Xin Wei 《Journal of Genetics and Genomics》 2025年第6期747-760,共14页
Several quantitative trait genes(QTGs)related to rice heading date,a key factor for crop development and yield,have been identified,along with complex interactions among genes.However,a comprehensive genetic interacti... Several quantitative trait genes(QTGs)related to rice heading date,a key factor for crop development and yield,have been identified,along with complex interactions among genes.However,a comprehensive genetic interaction network for these QTGs has not yet been established.In this study,we use 18K-rice lines to identify QTGs and their epistatic interactions affecting rice heading date.We identify 264 pairs of interacting quantitative trait loci(QTL)and construct a comprehensive genetic network of these QTL.On average,the epistatic effects of QTL pairs are estimated to be approximately 12.5%of additive effects of identified QTL.Importantly,epistasis varies among different alleles of several heading date genes.Additionally,57 pairs of interacting QTGs are also significant in their epistatic effects on 12 other agronomic traits.The identified QTL genetic interactions are further validated using near-isogenic lines,yeast two-hybrid,and split-luciferase complementation assays.Overall,this study provides a genetic network of rice heading date genes,which plays a crucial role in regulating rice heading date and influencing multiple related agronomic traits.This network serves as a foundation for understanding the genetic mechanisms of rice quantitative traits and for advancing rice molecular breeding. 展开更多
关键词 Genetic network EPISTASIS Epistatic effect Quantitative trait gene RICE heading date
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OsELF3.1-OsCATA-Ghd7 Pathway Regulates Rice Heading
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作者 WU Zhaozhong ZHONG Zhengzheng +13 位作者 XU Peng LIU Ling WANG Beifang YANG Qinqin WEN Xiaoxia MA Guifang LUO Mili ZHANG Yingxin LIU Qun’en PENG Zequn ZHAN Xiaodeng CAO Liyong CHENG Shihua WU Weixun 《Rice science》 2025年第5期658-672,I0072-I0078,共22页
Rice,a critical global staple crop,relies heavily on heading date,a key agronomic trait marking the transition from vegetative to reproductive growth.Understanding the genetic regulation of heading date is vital for e... Rice,a critical global staple crop,relies heavily on heading date,a key agronomic trait marking the transition from vegetative to reproductive growth.Understanding the genetic regulation of heading date is vital for enhancing the adaptability of high-quality rice varieties across diverse geographical regions and for bolstering local food security.In this study,we uncovered a novel role for OsCATA,a catalase gene,in the regulation of photoperiodic flowering in rice.We identified a novel allele of OsELF3.1,whose mutation resulted in delayed heading.Further analyses revealed that OsELF3.1 physically interacted with OsCATA.Notably,OsCATA exhibited rhythmic expression patterns similar to OsELF3.1 and,when mutated,also delayed flowering.Expression analyses showed that the delayed heading phenotype could be attributed to elevated Ghd7 expression under both long-day and short-day conditions,with OsCATA expression positively regulated by OsELF3.1.Double mutants of OsELF3.1 and OsCATA displayed a heading delay similar to that of oself3.1 single mutants.Additionally,OsELF3.1 could interact with Ghd7 in vivo,alleviating its suppression of Ehd1.Luciferase assays confirmed that Ghd7 repressed Ehd1 expression,while OsELF3.1 mitigated this repression.Collectively,our findings reveal that OsCATA is critical in suppressing Ghd7 expression through the OsELF3.1-OsCATA-Ghd7 transcriptional pathway,thereby regulating rice heading. 展开更多
关键词 RICE heading date OsELF3.1 Ghd7 OsCATA
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Extracting ship and heading from Sentinel-2 images using convolutional neural networks with point and vector learning
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作者 Xiunan LI Peng CHEN +4 位作者 Jingsong YANG Wentao AN Dan LUO Gang ZHENG Aiying LU 《Journal of Oceanology and Limnology》 2025年第1期16-28,共13页
Obtaining accurate ship positions and headings in remote sensing images plays a crucial role in various applications.However,current deep learning-based methods primarily focus on ship position detection,while the det... Obtaining accurate ship positions and headings in remote sensing images plays a crucial role in various applications.However,current deep learning-based methods primarily focus on ship position detection,while the detection of ship wakes relies on traditional non-deep learning approaches,which often underperform in complex marine environments.We proposed a novel,simple,and efficient method called Point-Vector Net.The proposed method leverages convolutional neural networks(CNN)for feature extraction and subsequently integrates multi-scale features to generate high-resolution feature maps.In the final stage,ship positions and headings are represented using a combination of points and vectors.Comparative experiments with results from automatic identification system(AIS)reports demonstrate that our method achieved impressive performance in two-class ship target detection,with an average precision of 96.4%,recall rate of 94.3%,and an F 1 score of 95.2%.Notably,the average heading error was 3.3°.The proposed model achieved a practical inference speed(FPS>30),and the average processing time for inferring a large-scale Sentinel-2 remote sensing image was 11.4 s. 展开更多
关键词 deep learning ship detection heading remote sensing Sentinel-2
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Cloning of qHD8^(BAS),a Quantitative Trait Locus Regulating Heading Date in Rice
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作者 ZHANG Zhengjiu BIAN Ying +3 位作者 YANG Ruoju ZHANG Xiaobo GONG Junyi FAN Jiongjiong 《Rice science》 2025年第3期283-286,I0005-I0011,共11页
Heading date is one of the most important agronomic traits that directly affect rice yield and determines the regional adaptability in specific growing environments.As a short-day plant,rice can grow under long-day(LD... Heading date is one of the most important agronomic traits that directly affect rice yield and determines the regional adaptability in specific growing environments.As a short-day plant,rice can grow under long-day(LD)conditions due to the synergistic regulation of many photosensitive genes.Using a set of chromosome segment substitution lines(CSSLs)with the indica cultivar Huanghuazhan(HHZ)as the recipient parent and Basmati Surkh 89-15(BAS)as the donor parent,we identified a QTL locus. 展开更多
关键词 chromosome segment substitution lines cssls agronomic traits identified qtl locus indica cultivar quantitative trait locus synergistic regulation many photosensitive genesusing heading date CLONING
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Rethinking p16,p53,and HPV in HNCSCC through lessons from glioblastoma subclonal evolution toward patient-centric N-of-1 single-cell RNA sequencing paradigm
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作者 Henry Michael Lee Shengwen Calvin Li 《World Journal of Clinical Cases》 2025年第32期1-22,共22页
Head and neck cutaneous squamous cell carcinoma(HNCSCC)remains underexplored compared to oropharyngeal squamous cell carcinoma,particularly in relation to human papillomavirus(HPV)and molecular markers such as p16 and... Head and neck cutaneous squamous cell carcinoma(HNCSCC)remains underexplored compared to oropharyngeal squamous cell carcinoma,particularly in relation to human papillomavirus(HPV)and molecular markers such as p16 and p53.While p16 is a well-established surrogate for HPV in oropharyngeal cancer,our review highlights its unreliable role in HNCSCC,where positivity is instead associated with recurrence and metastasis.Similarly,p53 illustrates a dual role-wild-type as a genomic safeguard,mutated as an oncogenic driver-complicating prognostication.Methodological considerations,including the limitations of immunohistochemistry for HPV detection,underscore the need for multi-method and molecular validation in future studies.Ultraviolet radiation is posited as a key modifier of p16 function,decoupling expression from tumor suppression.To contextualize these findings,we draw parallels to glioblastoma(GBM),where subclonal evolution,p53 dysfunction,and intratumoral heterogeneity drive relapse despite aggressive multimodal therapies.GBM exemplifies how bulk-level biomarker generalizations often obscure dynamic cellular ecosystems,reinforcing the necessity of single-cell and spatial approaches.Multi-omics integration-encompassing genome,transcriptome,proteome,and tumor microenvironment mapping-coupled with single-cell RNA sequencing and spatial transcriptomics,offers a path forward for resolving subclonal dynamics in both HNCSCC and GBM.These technologies provide the resolution needed to track tumor-immunestromal co-evolution,identify therapy-resistant clones,and anticipate recurrence.We argue for a N-of-1,patient-and cell-centric paradigm that reframes biomarkers not as static surrogates but as dynamic readouts of cancer evolution across time and tissue contexts.Conceptually,we propose kinetic and microenvironmental frameworks(e.g.,“load-and-lock”barriers;dormancy and immunesynapse stabilization)as hypothesis-generating avenues to stall clonal handoffs and improve outcome prediction.Together,these perspectives argue for revised biomarker frameworks in HNCSCC and ethically inclusive,mechanism-anchored studies that bridge discovery with individualized care.By bridging insights from HNCSCC with the lessons of GBM,this review underscores the need for ethically inclusive,mechanistically informed frameworks that integrate subclonal evolution,biomarker re-interpretation,and precision-personalized hybrid models.Such an approach will be essential for advancing from one-size-fits-all strategies to individualized lifetime cancer care. 展开更多
关键词 P16 P53 Human papilloma virus Head and neck cutaneous squamous cell carcinoma GLIOBLASTOMA Ultraviolet radiation Subclonal evolution Single-cell RNA sequencing Spatial transcriptomics N-of-1 paradigm
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Genome-editing of a circadian clock gene TaPRR95 facilitates wheat peduncle growth and heading date 被引量:2
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作者 Mingxue Fu Shaoshuai Liu +14 位作者 Yuqing Che Dada Cui Zhongyin Deng Yang Li Xinyu Zou Xingchen Kong Guoliang Chen Min Zhang Yifan Liu Xiang Wang Wei Liu Danmei Liu Shuaifeng Geng Aili Li Long Mao 《Journal of Genetics and Genomics》 SCIE CAS CSCD 2024年第10期1101-1110,共10页
Plant height and heading date are important agronomic traits in wheat(Triticum aestivum L.)that affect final grain yield.In wheat,knowledge of pseudo-response regulator(PRR)genes on agronomic traits is limited.Here,we... Plant height and heading date are important agronomic traits in wheat(Triticum aestivum L.)that affect final grain yield.In wheat,knowledge of pseudo-response regulator(PRR)genes on agronomic traits is limited.Here,we identify a wheat TaPRR95 gene by genome-wide association studies to be associated with plant height.Triple allele mutant plants produced by CRISPR/Cas9 show increased plant height,particularly the peduncle,with an earlier heading date.The longer peduncle is mainly caused by the increased cell elon-gation at its upper section,whilst the early heading date is accompanied by elevated expression of flow-ering genes,such as TaFT and TacO1.A peduncle-specific transcriptome analysis reveals up-regulated photosynthesis genes and down-regulated IAAVAux genes for auxin signaling inpr95abad plants that may act as a regulatory mechanism to promote robust plant growth.A haplotype analysis identifies a TaPRR95-B haplotype(Hap2)to be closely associated with reduced plant height and increased thousand-grain weight.Moreover,the Hap2 frequency is higher in cultivars than that in landraces,suggesting the artifi-cial selection on the allele during wheat breeding.These findings suggest that TaPRR95 is a regulator for plant height and heading date,thereby providing an important target for wheat yield improvement. 展开更多
关键词 Pseudo-response regulator(PRR) TaPRR95 CRISPR/Cas9 Plant height heading date Photosynthesis PHYTOHORMONE WHEAT
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Experimental and numerical simulation study on forced ventilation and dust removal of coal mine heading surface 被引量:2
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作者 Haotian Zheng Bingyou Jiang +1 位作者 Haoyu Wang Yuannan Zheng 《International Journal of Coal Science & Technology》 EI CAS CSCD 2024年第1期204-220,共17页
In order to study the problems of unreasonable airflow distribution and serious dust pollution in a heading surface,an experimental platform for forced ventilation and dust removal was built based on the similar princ... In order to study the problems of unreasonable airflow distribution and serious dust pollution in a heading surface,an experimental platform for forced ventilation and dust removal was built based on the similar principles.Through the similar experiment and numerical simulation,the distribution of airflow field in the roadway and the spatial and temporal evolution of dust pollution under the conditions of forced ventilation were determined.The airflow field in the roadway can be divided into three zones:jet zone,vortex zone and reflux zone.The dust concentration gradually decreases from the head to the rear of the roadway.Under the forced ventilation conditions,there is a unilateral accumulation of dust,with higher dust concentrations away from the ducts.The position of the equipment has an interception effect on the dust.The maximum error between the test value and the simulation result is 12.9%,which verifies the accuracy of the experimental results.The research results can provide theoretical guidance for the application of dust removal technology in coal mine. 展开更多
关键词 heading surface Forced ventilation Airflow field Dust pollution
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Improving thermal comfort of high-temperature environment of heading face through dehumidification
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作者 WANG Hai-qiao ZOU Zu-yun +1 位作者 CHEN Shi-qiang LI Yi-qun 《Journal of Coal Science & Engineering(China)》 2010年第4期389-393,共5页
In order to improve the thermal environment of high-temperature heading face,moisture content of supply air is reduced by dehumidification, and the relative humidity ofenvironment air of the heading face is also decre... In order to improve the thermal environment of high-temperature heading face,moisture content of supply air is reduced by dehumidification, and the relative humidity ofenvironment air of the heading face is also decreased.First, according to the coefficient ofperformance of dehumidifier, the capacity of dehumidification was calculated.Second, inthe engineering example of the heading face, quantitative changes of WBGT (Wet BulbGlobe Temperature) were compared between with dehumidification and without dehumidification.Based on WBGT standards, the thermal comfort of high-temperature environmentof heading face was evaluated between with dehumidification and without handling.Reducingthe relative humidity of airflow through dehumidification, the thermal comfort of ahigh-temperature environment of heading face can improve greatly.Even if dry bulb temperatureof airflow is not decreased, the thermal comfort of heading face environment isalso improved to some extent. 展开更多
关键词 high-temperature environment heading face DEHUMIDIFICATION thermal comfort WBGT
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Exploring the Trait Plasticity of ipa1-2D and qPL6 under Different Nitrogen Treatments and Heading Periods
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作者 Wenshu Zhuang Guangyang Jin +10 位作者 Yiting Zou Zhong Bian Dong Xie Shuwei Zhang Hadi Yeilaghi Liangliang Yu Muiyun Wong Xiaolei Fan Dongsheng Zhao Qiaoquan Liu Lin Zhang 《Phyton-International Journal of Experimental Botany》 SCIE 2024年第11期2737-2754,共18页
Panicle size is one of the important factors in shaping yield potential in rice,but it shows plasticity in different environments,which leads to yieldfluctuation.Variations in panicle size among varieties are largely d... Panicle size is one of the important factors in shaping yield potential in rice,but it shows plasticity in different environments,which leads to yieldfluctuation.Variations in panicle size among varieties are largely determined by quantitative trait loci(QTLs).QTL analysis could elaborate on the environmental impact on trait plasticity using nearly isogenic lines(NILs)of different QTLs.Two QTLs,ipa1-2D and qPL6 are identified to have pleio-tropic contributions to panicle size and plant architecture,but their responses to different growth conditions are still unclear.In this study,we developed NILs harboring a single locus or both loci of ipa1-2D and qPL6 and sub-sequently evaluated these QTL effects under different nitrogen treatments or heading periods.Trait comparison showed that panicle length was highly responsive to the high nitrogen treatment independent of qPL6.At the same time,ipa1-2D reduced the response of plant height,panicle number,and grain yield to the treatment.The background of long heading periods decreased the stem diameter for any genotype combinations but enhanced the performance of ipa1-2D for the panicle primary branch number.Moreover,the middle heading background could better balance the pleiotropic effect of the two QTLs and showed the highest yield potential.In-parallel analysis of the QTL contributions under different nitrogen treatments or heading periods confirmed the significant effect of ipa1-2D in increasing stem diameter,panicle primary branch number,and spikelet number per panicle.We proved that the two individual QTLs had a stable effect in increasing the yield potential but com-peted to decrease the panicle secondary branch number,panicle number,and yield potential when they were pyr-amided.This work provides a full view of the plasticity of two QTLs in shaping yield-related traits and lays the foundation for the rational design of rice breeding in the future. 展开更多
关键词 Rice PANICLE QTL nitrogen treatment heading date yield
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Tilapia Head Glycolipid Alleviates Indomethacin-Induced Gastric Ulcer via Regulating Oxidative Stress and Inflammation Through COX/PGE2 Signaling Pathway in Adult Rats
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作者 WANG Bohui WU Haixing +6 位作者 SHAO Mingyang JIANG Mengqi SU Ruiheng GAO Xia XIA Guanghua SHI Haohao SHEN Xuanri 《Journal of Ocean University of China》 SCIE CAS CSCD 2024年第3期743-754,共12页
The aim of this experiment was to investigate the ameliorative effect and molecular mechanism of tilapia head glycolipid(TH-GL)on indomethacin(IDM)-induced gastric ulcer in male Sprague Dawley(SD)rats.The gastric ulce... The aim of this experiment was to investigate the ameliorative effect and molecular mechanism of tilapia head glycolipid(TH-GL)on indomethacin(IDM)-induced gastric ulcer in male Sprague Dawley(SD)rats.The gastric ulcer model was established by oral administration of 30mgkg^(-1) IDM after 7 days of TH-GL or omeprazole(OME)administration in rats.Then the macroscopic gastric injury symptoms,gastric mucosa protective factor cyclooxygenase 1(COX-1),cyclooxygenase 2(COX-2),prostaglandin E_(2)(PGE_(2)),the levels of oxidative stress,and inflammatory cytokine expression levels in the rats were analyzed.The experimental results showed that multiple ulcers appeared on the gastric surface of the rats in the model group.Compared to the model group,TH-GL significantly alleviated gastric ulcers and reduced the gastric damage index in rats.In addition,TH-GL significantly promoted the expression of constitutive enzyme COX-1 while inhibited the expression of inducible enzyme COX-2,and make PGE2 maintain at normal levels.TH-GL also inhibited oxidative stress and inflammatory responses,increased superoxide dismutase(SOD)activity and glutathione(GSH)content,decreased the level of malondialdehyde(MDA)and the content of pro-inflammatory factor.In conclusion,these results suggested that TH-GL could maintain the expression levels of COX-1 and PGE2 while inhibit the expression of COX-2 in the gastric of rat and then prevent IDM-induced gastric ulcer,which may be related to the regulation of oxidative stress and inflammatory response.Therefore,TH-GL might be a new option for the prevention of gastric diseases induced by IDM. 展开更多
关键词 tilapia head glycolipid indomethacin gastric ulcer oxidative stress INFLAMMATION
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Dendritic cells in head and neck cancer:from immune suppression to therapeutic activation through immunogenic cell death
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作者 Li Guan Sen Yang 《Cancer Advances》 2024年第18期1-6,共6页
Head and neck cancer(HNC)is a prevalent malignant tumor that is aggressive and frequently resistant to treatment.Immunotherapy,a new approach for treating head and neck tumors,is primarily used in patients with recurr... Head and neck cancer(HNC)is a prevalent malignant tumor that is aggressive and frequently resistant to treatment.Immunotherapy,a new approach for treating head and neck tumors,is primarily used in patients with recurrent or metastatic cancer;however,some patients do not respond well to this treatment or experience significant side effects.Further research is needed to identify better treatment options for head and neck tumors.Dendritic cells(DCs)are pivotal components of the immune system and play a crucial role in initiating and regulating immune responses by presenting antigens to other immune cells.Nonetheless,DCs are frequently suppressed in the tumor immune microenvironment.Immunogenic cell death(ICD)is a form of regulated cell death capable of activating DCs by releasing damage-associated molecular patterns(DAMPs),thus potentially enhancing therapeutic efficacy against HNC.This review summarizes the evidence for the involvement of DCs in the anti-tumor immune response against HNC and their status within the tumor microenvironment.We also outline how DAMPs in ICD can activate DCs and discuss the prospects of ICD-based DC vaccine therapy,with the aim of providing new insights into immunotherapy of patients with HNC. 展开更多
关键词 head and neck cancer dendritic cells immunogenic cell death dendritic cell vaccines
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基于TCGA数据库资料评估头颈鳞状细胞癌患者Klotho基因表达与临床预后的关系
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作者 张学聪 陈秉辉 +2 位作者 徐常艳 常方远 曹华 《中国耳鼻咽喉头颈外科》 2025年第1期48-50,共3页
目的探讨基于癌症基因组图谱(TCGA)数据库资料评估头颈鳞状细胞癌(head neck squamous cell carcinoma,HNSCC)患者Klotho基因表达对临床预后的影响。方法研究通过检索TCGA数据库收集HNSCC患者Klotho基因、微管相关蛋白轻链3(Microtubule... 目的探讨基于癌症基因组图谱(TCGA)数据库资料评估头颈鳞状细胞癌(head neck squamous cell carcinoma,HNSCC)患者Klotho基因表达对临床预后的影响。方法研究通过检索TCGA数据库收集HNSCC患者Klotho基因、微管相关蛋白轻链3(Microtubule-associated protein light chain 3,MAPLC3)、NOP2/Sun RNA甲基转移酶2(NOP2/Sun RNA methyltransferase 2,NSUN2)的表达及随访预后资料,根据Klotho基因表达水平分为低表达组(n=87例)、中表达组(n=87例)和高表达组(n=88例)。描绘Kaplan-Meier曲线分析Klotho基因表达对临床预后的影响,同时评价Klotho基因表达与MAPLC3及NSUN2的相关性。结果不同组别患者一般临床特征资料比较差异无统计学意义(P>0.05)。高表达组患者中位总生存率(overall survival,OS)显著高于低表达组(P<0.05)。与高表达组相比,低表达组风险比为0.62(95%CI:0.44~0.87,P<0.05)。HNSCC患者中Klotho基因与MAPLC3表达水平呈正相关(r=0.19,P=0.00),而与NSUN2表达水平呈负相关(r=-0.17,P=0.00)。结论Klotho基因表达与HNSCC患者临床预后有关,同时该基因可能影响下游MAPLC3及NSUN2的表达。 展开更多
关键词 头颈鳞状细胞癌(Squamous Cell Carcinoma of Head and Neck) 预后(Prognosis) Klotho基因(Klotho Gene) 微管相关蛋白轻链3(Microtubule-associated protein light chain 3) NOP2/Sun RNA甲基转移酶2(NOP2/Sun RNA methyltransferase 2)
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基于YOLOv5的汽车液晶仪表图标符号检测方法研究
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作者 郭健忠 肖庆 +2 位作者 谢斌 闵锐 丁宁 《电子器件》 2025年第4期853-862,共10页
在汽车液晶仪表的自动化测试领域,机器视觉学习取代人工检测液晶仪表已成为趋势。针对现有方法存在检测环境苛刻、准确度低以及通用性差等问题,提出了一种基于YOLOv5的汽车液晶仪表图标符号检测方法,实现对仪表常用指示及报警图标符号... 在汽车液晶仪表的自动化测试领域,机器视觉学习取代人工检测液晶仪表已成为趋势。针对现有方法存在检测环境苛刻、准确度低以及通用性差等问题,提出了一种基于YOLOv5的汽车液晶仪表图标符号检测方法,实现对仪表常用指示及报警图标符号的自动化检测工作。该方法通过在YOLOv5网络模型基础上添加ECA注意力机制以减少图标符号周围冗余信息的干扰、采用轻量级通用上采样算子CARAFE扩大特征图的感受野、采用多尺度检测结构增加小图标符号的检测层、引入Dynamic Head模块提高对图标符号的感知能力,从而提高网络模型的检测准确度;同时使用SIoU Loss作为回归定位损失函数,以加快网络模型的收敛速度。与原始YOLOv5模型进行对比实验,结果显示改进模型在多种类的汽车液晶仪表图标符号检测上表现更好,mAP0.5和mAP0.5:0.95分别提高了3.1%和3.6%,达到了95.9%和76.8%,这为汽车液晶仪表图标符号的自动化检测工作提供了方法上的参考。 展开更多
关键词 YOLOv5 多尺度检测 CARAFE dynamic head 仪表图标检测
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基于YOLOv5s的复杂场景下高效烟火检测算法YOLOv5s-MRD 被引量:3
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作者 侯阳 张琼 +2 位作者 赵紫煊 朱正宇 张晓博 《计算机应用》 北大核心 2025年第4期1317-1324,共8页
现有的烟火检测方法主要依赖员工现场巡视,效率低且实时性差,因此,提出一种基于YOLOv5s的复杂场景下的高效烟火检测算法YOLOv5s-MRD(YOLOv5s-MPDIoU-RevCol-Dyhead)。首先,采用MPDIoU(Maximized Position-Dependent Intersection over U... 现有的烟火检测方法主要依赖员工现场巡视,效率低且实时性差,因此,提出一种基于YOLOv5s的复杂场景下的高效烟火检测算法YOLOv5s-MRD(YOLOv5s-MPDIoU-RevCol-Dyhead)。首先,采用MPDIoU(Maximized Position-Dependent Intersection over Union)方法改进边框损失函数,以适应重叠或非重叠的边界框回归(BBR),从而提高BBR的准确性和效率;其次,利用可逆柱状结构RevCol(Reversible Column)网络模型思想重构YOLOv5s模型的主干网络,使它具有多柱状网络架构,并在模型的不同层之间加入可逆链接,从而最大限度地保持特征信息以提高网络的特征提取能力;最后,引入Dynamic head检测头,以统一尺度感知、空间感知和任务感知,从而在不额外增加计算开销的条件下显著提高目标检测头的准确性和有效性。实验结果表明:在DFS(Data of Fire and Smoke)数据集上,与原始YOLOv5s算法相比,所提算法的平均精度均值(mAP@0.5)提升了9.3%,预测准确率提升了6.6%,召回率提升了13.8%。可见,所提算法能满足当前烟火检测应用场景的要求。 展开更多
关键词 目标检测 RevCol网络 YOLOv5 Dynamic head检测头 MPDIoU 烟火检测
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基于改进YOLOv8n模型的辣椒病害检测方法 被引量:2
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作者 李芳 危疆树 +2 位作者 王玉超 张尧 谢宇鑫 《江苏农业学报》 北大核心 2025年第2期323-334,共12页
为了解决辣椒病害检测速度慢,漏检率和误检率高的问题,本研究以YOLOv8n为基线模型,引入Adown下采样模块替代原模型骨干网络(Backbone)的卷积下采样层,引入SlimNeck模块将原模型颈部网络中的卷积层和特征聚合模块(C2f)替换为混合卷积模块... 为了解决辣椒病害检测速度慢,漏检率和误检率高的问题,本研究以YOLOv8n为基线模型,引入Adown下采样模块替代原模型骨干网络(Backbone)的卷积下采样层,引入SlimNeck模块将原模型颈部网络中的卷积层和特征聚合模块(C2f)替换为混合卷积模块(GSConv)和跨阶段部分网络(VoVGSCSP)模块,并利用辅助训练头Aux Head(Auxiliary head)融合原有的检测头,构建改进的YOLOv8n模型(YOLOv8n-ATA模型)。最后利用辣椒炭疽病、褐斑病、脐腐病和细菌性叶斑病等4种病害影像数据集对改进后的模型性能进行分析。结果表明,改进后模型的浮点计算量和模型大小比原YOLOv8n模型增加19.5%和10.2%,但模型对辣椒病害的识别精确率、平均精度均值mAP_(50)和mAP_(50∶95)分别提升2.6个百分点、2.9个百分点和2.9个百分点,同时每1 s传输帧数增加15.1%。因此,改进后的模型能够对辣椒病害进行有效识别,较好实现模型识别准确度与效率的平衡。 展开更多
关键词 辣椒病害 YOLOv8n模型 目标检测 Adown下采样模块 SlimNeck模块 Aux Head检测头
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SD-YOLO:一种多尺度小目标检测算法 被引量:1
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作者 赵滨淋 孙玲 +2 位作者 陈功 钟剑丹 付琳 《电光与控制》 北大核心 2025年第7期21-26,共6页
针对无人机航拍图像中小目标样本数量多且尺度变换范围大导致的漏检和误检现象严重等问题,提出一种基于YOLOv8s改进的小目标检测算法SD-YOLO。首先,使用DCNv2模块对C2f进行重构,使模型能够有效地捕捉目标的细粒度细节,自适应地调整卷积... 针对无人机航拍图像中小目标样本数量多且尺度变换范围大导致的漏检和误检现象严重等问题,提出一种基于YOLOv8s改进的小目标检测算法SD-YOLO。首先,使用DCNv2模块对C2f进行重构,使模型能够有效地捕捉目标的细粒度细节,自适应地调整卷积核的采样位置,从而能够准确地定位目标位置;其次,改进SPD-Conv模块,提升模型捕捉局部特征的能力,从而使模型能够保留更多的空间信息;最后,增加一个小目标检测头,并引入Dynamic head模块,提升模型在多尺度场景下的检测性能。在VisDrone2019数据集上的实验结果显示,SD-YOLO的mAP50为0.495,相较于原始YOLOv8s网络提升了0.1,并且能够保持较高帧率,对多尺度小目标的检测性能有显著提高。 展开更多
关键词 小目标检测 YOLOv8s 细粒度细节 Dynamic head
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Influence of Epistasis and QTL×Environment Interaction on Heading Date of Rice(Oryza sativa L.) 被引量:3
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作者 刘桂富 杨剑 +1 位作者 徐海明 朱军 《Journal of Genetics and Genomics》 SCIE CAS CSCD 北大核心 2007年第7期608-615,共8页
QTLs for heading date of rice (Oryza sativa L.) with additive, epistatic, and QTL × environment (QE) interaction effects were studied using a mixed-model-based composite interval mapping (MCIM) method and a... QTLs for heading date of rice (Oryza sativa L.) with additive, epistatic, and QTL × environment (QE) interaction effects were studied using a mixed-model-based composite interval mapping (MCIM) method and a double haploid (DH) population derived from IR64/Azucena in two crop seasons. Fourteen QTLs conferring heading date in rice, which were distributed on ten chromosomes except for chromosomes 5 and 9, were detected. Among these QTLs, eight had single-locus effects, five pairs had double-locus interaction effects, and two single-loci and one pair of double-loci showed QTL × environment interaction effects. All predicted values of QTL effects varied from 1.179 days to 2.549 days, with corresponding contribution ratios of 1.04%-4.84%. On the basis of the effects of the QTLs, the total genetic effects on rice heading date for the two parents and the two superior lines were predicted, and the putative reasons for discrepancies between predicted values and observed values, and the genetic potentiality in the DH population for improvement of heading date were discussed. These results are in agreement with previous results for heading date in rice, and the results provide further information, which indicate that both epistasis and QE interaction are important genetic basis for determining heading date in rice. 展开更多
关键词 quantitative trait locus (QTL) EPISTASIS QTL ×environment interaction heading date rice (Oryza sativa L.)
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QTL Mapping of Heading stage for Photoperiodthermo Sensitive Male Sterile Line BS366 in Wheat 被引量:3
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作者 张立平 徐小芹 +2 位作者 赵昌平 苑少华 郭玉平 《Agricultural Science & Technology》 CAS 2010年第6期45-48,共4页
[Objective]The study aimed to map QTLs(Quantitative trait loci)of heading stage for phtopeiod-thermo sensitive male sterile line BS366 in wheat.[Method] A population of 234 doubled haploid derived from the cross bet... [Objective]The study aimed to map QTLs(Quantitative trait loci)of heading stage for phtopeiod-thermo sensitive male sterile line BS366 in wheat.[Method] A population of 234 doubled haploid derived from the cross between BS366 and Baiyu149 was planted in Beijing and Funan in 2007,respectively.We used composite interval mapping(CIM)method to analyse the QTLs for heading stage.[Result]We detected 15 QTLs for heading stage.8 QTLs were detected in both Beijing and Funan,which were located on 1B,2A,2D,3B(2 loci),6B(2 loci)and 7B.A single QTL accounted for 2.42%-10.98% of pheotypic varience.[Conclusion] Eight QTLs which were detected under two environments could be applied for marker-assisted breeding and improvement of BS366.The QTL on chromosome 1B was new for heading stage,which enriches the QTL resource. 展开更多
关键词 Wheat(Triticum aestivum L.) heading stage QTL
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Investigation on the Sterility Changeover of Male Sterility Line CMS7311 in Heading Chinese Cabbage 被引量:12
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作者 张鲁刚 郝东方 《Acta Botanica Sinica》 CSCD 2001年第11期1123-1128,共6页
Sterility changeover induced by low temperature in male sterility line CMS7311 of heading Chinese cabbage ( Brassica campestris L. ssp. penkinsis) was investigated under constant temperature, day/night alternating tem... Sterility changeover induced by low temperature in male sterility line CMS7311 of heading Chinese cabbage ( Brassica campestris L. ssp. penkinsis) was investigated under constant temperature, day/night alternating temperature in light-growth-incubator and outdoor natural day/night alternating temperature respectively. It showed that the sterility of CMS7311 has significant change with temperature. The constant temperature of 6 - 12 degreesC was suitable to induce the changeover of sterility (CGS) of CMS7311 ; the shortest treatment time for CGS induction at this temperature was 3 d. The significant value of sterility changeover of CMS7311 occurred at the constant temperature of 6 - 9 degreesC after treatment for 6 - 9 d. The intensity of CGS was stronger under constant temperature than under alternate temperature, but the shortest treatment time inducing CGS has no difference between them. When treated for 9 d under the day/night alternating temperature of 11/7 degreesC, its sterility could also turn to normal fertility (near to sterile grade I or zero). In normal condition, the interval from the end of temperature treatment to the beginning of CGS induction was 10 - 16 d. In the condition of natural day/night alternating temperature, the lower limit of temperature for effective CGS induction was at the daily mean temperature ( DMT) of 3. 5 - 6. 8 degreesC, and the shortest treatment time which could induce the sterility changeover was also longer than that under constant temperature, being 11d at DMT of 1.5 - 3.1 degreesC. In addition, for the apical dominance, the flower bud on the first lateral branch showed the CGS 8 - 10 d later than the flower bud on the main stem under the same temperature with the same days of treatment. The intensity of CGS of CMS7311 on the first lateral branch was also weaker than the flower bud on the main stem. 展开更多
关键词 heading Chinese cabbage CMS7311 changeover of sterility (CGS) temperature sensitive
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