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大模型提取SQL字段血缘的方式研究
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作者 梁思捷 梁丽霞 +2 位作者 王树发 陈星 陈声晓 《信息与电脑》 2024年第10期84-87,共4页
本文研究了一种基于大模型的结构化查询语言(Structured Query Language,SQL)字段血缘提取方法,利用大模型的强大的语义表示能力,从SQL语句中提取字段和表之间的数据流向和变化规则,从而实现数据治理和分析的基础。本研究基于ChatGLM 3.... 本文研究了一种基于大模型的结构化查询语言(Structured Query Language,SQL)字段血缘提取方法,利用大模型的强大的语义表示能力,从SQL语句中提取字段和表之间的数据流向和变化规则,从而实现数据治理和分析的基础。本研究基于ChatGLM 3.0开源大模型预参数和LoRA(Low-Rank Adaptation)微调模型,通过实验对比了四个商用大型语言(Large Language Model,LLM)模型的案例分析证明了方案的可行性。 展开更多
关键词 大模型 结构化查询语言 字段血缘 Lora微调
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政府环境污染治理投资的空间效应研究——以长江经济带为例 被引量:2
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作者 李冬梅 梁思捷 《长春理工大学学报(社会科学版)》 2020年第4期117-126,共10页
研究基于2007—2016年长江经济带11个省份的面板数据,采用全局莫兰指数、局部莫兰指数以及空间计量模型方法,研究了地方政府环境污染治理投资和财政支出结构对工业三废排放量的影响。结果表明:地方政府环境污染治理投资存在明显的空间... 研究基于2007—2016年长江经济带11个省份的面板数据,采用全局莫兰指数、局部莫兰指数以及空间计量模型方法,研究了地方政府环境污染治理投资和财政支出结构对工业三废排放量的影响。结果表明:地方政府环境污染治理投资存在明显的空间聚集性,有较强的空间正相关性;政府环境污染治理投资对环境污染的影响具有异质性,加大环境污染治理投资会降低工业废水污染和废气污染,而加剧工业固废污染;非生产性财政支出比重的上升能显著降低工业废水污染和废气污染,对工业固废污染也有一定抑制作用。由此,研究提出优化环境污染治理投资结构,加强固废污染治理力度,增加教育、科技非生产性财政支出比重,完善环保税、给予环保企业更多税收优惠等政策建议。 展开更多
关键词 环境污染治理投资 环境污染 空间溢出效应 税收优惠
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多通道功能性电刺激踏车训练对脑卒中患者步行功能的影响 被引量:17
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作者 刘加鹏 王卫宁 +3 位作者 梁思捷 徐冬艳 吴军发 朱玉连 《中国康复医学杂志》 CAS CSCD 北大核心 2021年第2期182-185,共4页
目的:研究下肢多通道功能性电刺激(FES)控制下的踏车训练对脑卒中患者步行功能的影响。方法:30例脑卒中患者按照随机数字表分为FES治疗组15例和常规治疗组15例,常规治疗组接受常规治疗和康复训练,康复训练为每日1次,每次60min,每周5次,... 目的:研究下肢多通道功能性电刺激(FES)控制下的踏车训练对脑卒中患者步行功能的影响。方法:30例脑卒中患者按照随机数字表分为FES治疗组15例和常规治疗组15例,常规治疗组接受常规治疗和康复训练,康复训练为每日1次,每次60min,每周5次,持续训练8周。FES治疗组接受40min常规康复治疗,增加下肢多通道FES训练,选择性刺激患侧下肢肌肉,电极片分别置于竖脊肌、臀大肌、股四头肌、腘绳肌、胫前肌、腓肠肌,刺激强度以患者耐受为限,每日1次,每次20min,共计60min,每周5次,连续治疗8周。治疗前、中、后用改良Barthel指数、Fugl-Meyer运动功能评定量表下肢部分(FMA-L)评分和三维步态分析系统对2组受试者进行测试。结果:治疗4周后,改良Barthel指数、患侧下肢FMA-L和Gaitwatch步态参数中的步态周期、步速和支撑相较治疗前均有明显变化(P<0.05)。两组组内不同时间点比较:治疗4周与治疗前,治疗8周后与治疗前比较均有明显变化(P<0.05);治疗8周与治疗4周比较,改良Barthel指数、FMA-L、步幅、步速、行走步数、双支撑相、双髋屈曲和伸展最大角度平均值有显著性差异(P<0.05)。两组组间、同时间点比较:治疗前无显著性差异(P>0.05);治疗4周,改良Barthel指数、FMA-L、双膝屈曲最大角度平均值具有显著性差异(P<0.05);治疗8周,改良Barthel指数、FMA-L、步幅、步速、行走步数和双支撑相具有显著性差异(P<0.05)。结论:下肢多通道功能性电刺激控制下的踏车训练可有效改善脑卒中患者步行功能。 展开更多
关键词 脑卒中 步行功能 多通道功能性电刺激
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脑机接口技术在脑卒中患者上肢功能障碍康复中的应用 被引量:22
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作者 梁思捷 朱玉连 +4 位作者 王卫宁 庄敏 徐冬艳 刘加鹏 田闪 《中国康复医学杂志》 CAS CSCD 北大核心 2020年第2期185-188,共4页
目的:观察脑机接口技术联合常规康复治疗对脑卒中患者上肢运动功能障碍的临床治疗效果。方法:将30例脑卒中患者随机分为试验组(n=15)和对照组(n=15),均接受常规康复治疗,包括手法治疗、运动疗法和电子生物反馈等,两组治疗时间均相同。... 目的:观察脑机接口技术联合常规康复治疗对脑卒中患者上肢运动功能障碍的临床治疗效果。方法:将30例脑卒中患者随机分为试验组(n=15)和对照组(n=15),均接受常规康复治疗,包括手法治疗、运动疗法和电子生物反馈等,两组治疗时间均相同。对照组在常规康复治疗基础上,接受腕指被动活动系统训练30min/次,每日1次,每周5次,共4周。治疗组在常规康复治疗基础上,接受脑机接口系统治疗,30min/次,每日1次,每周5次,共4周。两组患者分别于治疗前、治疗后予以FMA上肢部分(FMA-UE)、改良Bathel指数(MBI)评定、改良Ashworth评分(MAS)及上肢徒手肌力评估(MMT),比较两组的疗效。结果:两组患者治疗后FMA-UE、MBI及MMT的评分均较治疗前提高,而MAS得分有所下降,治疗前、后各量表的评分差异具有显著性(P<0.05);与对照组相比,试验组患者MBI、MMT的评分提高幅度更大(P<0.05)。结论:脑机接口技术联合常规康复治疗在改善患者日常生活活动能力方面效果更加显著,且能更好地提高脑卒中患者上肢的运动功能。 展开更多
关键词 脑卒中 偏瘫 脑机接口 上肢运动功能
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虚拟现实在认知功能障碍康复治疗中的应用 被引量:1
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作者 梁思捷 王卫宁 朱玉连 《上海医药》 CAS 2019年第9期7-10,15,共5页
本文概要介绍虚拟现实在辅助脑部疾病患者认知功能障碍康复治疗中的应用,并分析其在我国推广的困难及其前景。
关键词 虚拟现实 脑部疾病 认知功能障碍 康复治疗
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Verification of Mutagen Function of Zeocin in Nannochloropsis oceanica Through Transcriptome Analysis 被引量:5
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作者 LIN Genmei WANG Yamei +5 位作者 GUO Li DING Haiyan HU Yongmei liang sijie ZHANG Zhongyi YANG Guanpin 《Journal of Ocean University of China》 SCIE CAS CSCD 2017年第3期501-508,共8页
Zeocin can cause double strand breaks of DNA and thus is frequently used as a selective antibiotic of eukaryotic Sh ble transformants. In non-transformation system, Zeocin may function as a mutagen if not totally leth... Zeocin can cause double strand breaks of DNA and thus is frequently used as a selective antibiotic of eukaryotic Sh ble transformants. In non-transformation system, Zeocin may function as a mutagen if not totally lethal. To verify such function of Zeocin, we mutated Nannochloropsis oceanica by increasing the concentration of Zeocin in medium gradually, and isolated a N. oceanica strain(single cell culture) which survived Zeocin up to 10.0μg mL^(-1). The Zeocin-tolerant strain entered the exponential growth phase later and grew slower than the wild strain. Transcriptome profiling showed that the Zeocin-tolerant N. oceanica strain survived Zeocin mainly by adapting(heritable), rather than acclimating(plastic) to Zeocin. Hence mutating N. oceanica with Zeocin was approved effective. Meanwhile, the physiological characteristics of this Zeocin-tolerant strain were demonstrated. As we proposed, N. oceanica tolerated Zeocin by strengthening its protein degradation and antioxidation. The genes controlling cell division and cellular response to stimuli may also have played important roles in the reduction of growth and the tolerance to Zeocin. Our findings evidenced that Zeocin can serve as an appropriate mutagen of microalgae. Creating variations through mutation with Zeocin may help to study the genetic basis of the traits of this monoploidy and asexual microalga, as well as improve its production. 展开更多
关键词 Nannochloropsis oceanica MUTATION Zeocin tolerance TRANSCRIPTOME
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Domestication of marine microalga Nannochloropsis oceanica to freshwater medium and the physiological responses
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作者 GUO Li liang sijie +3 位作者 ZHANG Zhongyi LIU Hang WANG Songwen YANG Guanpin 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2019年第4期1353-1362,共10页
Marine microalga Nannochloropsis oceanica LAMB0001 were domesticated (~730 generations,~two days each) to adapt freshwater BG11 medium. A number of freshwater medium adapted colony-derived strains were obtained. The s... Marine microalga Nannochloropsis oceanica LAMB0001 were domesticated (~730 generations,~two days each) to adapt freshwater BG11 medium. A number of freshwater medium adapted colony-derived strains were obtained. The strains were verified phylogenetically to be N. oceanica LAMB0001 based on the 18S ribosomal RNA gene. Freshwater-medium adapted strain (FA1) grew faster in the BG11 medium prepared with freshwater than wild-type N. oceanica grew in f/2 medium prepared with seawater. We assumed that (1) the expression patterns of the genes that expressed differentially between FA1 and the wild-type N. oceanica exposing to the BG11 medium (WT-F) have been reprogrammed;(2) the physiological processes in which these genes involved have been modified;and (3) a Gene Ontology (GO) term or a KEGG pathway enriched by DEGs between FA1 and WT-F has been up- or down-regulated if it was enriched simultaneously by up- or down-regulated DEGs between FA1 and WT-F, respectively. Under these assumptions, we found that FA1 reprogrammed the expression patterns of a set of genes that involved in cell adhesion, membrane and membrane integrity, material transportation, cell movement, and cellular signaling network. These changes in cellular functions and metabolic pathways indicate that the microalga modified its gene expression pattern in a wide function range and at a high regulation rank in order to adapt to the freshwater medium. It is feasible to domesticate marine microalgae to a freshwater habitat, which may aid to modify their cultivation performances. 展开更多
关键词 NANNOCHLOROPSIS oceanica DOMESTICATION ACCLIMATION adaptation GENETIC variation
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Transcriptomic Response of Nannochloropsis oceanica to Benzo[a]pyrene
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作者 ZHANG Zhongyi GUO Li +2 位作者 LIU Hang liang sijie YANG Guanpin 《Journal of Ocean University of China》 SCIE CAS CSCD 2019年第3期680-686,共7页
In this study, the RNA sequencing was used to describe the response of Nannochloropsis oceanica, a marine microalga, to benzo[a]pyrene(BaP), a polycyclic aromatic hydrocarbon, in order to elucidate the metabolic pathw... In this study, the RNA sequencing was used to describe the response of Nannochloropsis oceanica, a marine microalga, to benzo[a]pyrene(BaP), a polycyclic aromatic hydrocarbon, in order to elucidate the metabolic pathways(or processes) involved in microalgal response to this stubborn pollutant. N. oceanica was exposed to BaP at a concentration of 90 μg L^-1 for 72 h, and its transcriptome was sequenced through the Illumina HiSeq^TM 2500 platform. This concentration of BaP was selected as it is the lowest for modeling the most appropriate growth inhibition of N. oceanica for transcriptomic analysis. We found that N. oceanica responds to BaP through degrading proteins and repairing DNA damaged by BaP. In addition, superoxide dismutase(SOD) strengthened its performance by increasing its transcript abundance. The physiological mechanism underlining the response of N. oceanica to BaP as revealed by transcriptomic analysis was consistent with the biochemical insights documented previously. 展开更多
关键词 NANNOCHLOROPSIS oceanica BENZO[A]PYRENE TRANSCRIPTOME PHYSIOLOGICAL RESPONSE
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Transcriptome Responses of Hygromycin B Resistance Gene-Transformed, Hygromycin B-Adaptive and Wild Nannochloropsis oceanica Strains to Hygromycin B
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作者 LIU Hang ZHANG Zhongyi +4 位作者 liang sijie GUO Li SUN Shiyang PAN Kehou YANG Guanpin 《Journal of Ocean University of China》 SCIE CAS CSCD 2020年第2期453-458,共6页
In order to decipher the hygromycin B tolerance and resistance mechanisms of Nannochloropsis oceanica,the transcriptome profiles of a transgenic strain carrying a randomly integrated hygromycin B resistant gene,a hygr... In order to decipher the hygromycin B tolerance and resistance mechanisms of Nannochloropsis oceanica,the transcriptome profiles of a transgenic strain carrying a randomly integrated hygromycin B resistant gene,a hygromycin B-adaptive strain and a wild type strain of N.oceanica were compared by transcriptome sequencing(RNA-seq)without referring to a high quality genome sequence.The results showed that the adaptive strain adapts to the hygromycin B existing environments mainly by intensifying the expressions of the efflux pump ABC and MFS superfamily transporter genes,thus reducing the intracellular concentration of hygromycin B.The transgenic strain obtains the hygromycin B resistance ability solely by expressing exogenous resistance gene.Accordingly,the screening and maintenance of N.oceanica transformants should be carried out at an antibiotics concentration higher than the adaptive threshold.Our findings can help the genetic modification of N.oceanica with the application of hygromycin B. 展开更多
关键词 Nannochloropsis oceanica hygromycin B TOLERANCE resistance TRANSCRIPTOME
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Digging out molecular markers associated with low salinity tolerance of Nannochloropsis oceanica through bulked mutant analysis
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作者 liang sijie ZHANG Zhongyi +3 位作者 LIU Hang GUO Li SUN Shiyang YANG Guanpin 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2020年第6期1867-1879,共13页
Nannochloropsis oceanica is a marine microalgal species with both economic value and biological importance.It grows fast,contains rich oils,reproduces asexually,holds a small and haploidy genome,and is easy to be modi... Nannochloropsis oceanica is a marine microalgal species with both economic value and biological importance.It grows fast,contains rich oils,reproduces asexually,holds a small and haploidy genome,and is easy to be modified genetically.However,the genetic study of N.oceanica is scarce.Very less genetic bases of its traits have been deciphered,and no gene has been isolated from it with the function verified simultaneously via either genetic or reverse genetic approaches or both(de novo cloned).Changing medium salinity may aid to control harmful organisms met during large scale cultivation.As a stress,it may also facilitate the accumulation of desirable chemicals including fatty acids.In order to decipher the genetic basis of the low salinity tolerance of N.oceanica,we mutated N.oceanica with Zeocin.In total,five mutant bulks were constructed at equal number of cells,100 mutants each,which were tolerant to a discontinuous serial of salinities from that of 100%of f/2 to that of a mixture of 4%of f/2 and 94%of BG11.The bulks were genotyped through whole genome re-sequencing and analyzed with bulked mutant analysis(BMA)newly modified from bulked segregant analysis(BSA).In total,47 SNPs and 112 InDels were found to associate with the low salinity tolerance,and around them a set of low salinity tolerance associating genes were identified.A set of annotatable genes commonly found between control and different salinities indicated that the genes functioning in gene expression,energy metabolism and cellular structure may be involved in the low salinity tolerance.These associating molecular markers and genes around them were not enough for outlining the physiological mechanism underlining the tolerance;however they should aid to improve N.oceanica genetically. 展开更多
关键词 Nannochloropsis oceanica bulked mutant analysis(BMA) low salinity tolerance
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