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微生物组数据分析方法与应用 被引量:31
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作者 刘永鑫 秦媛 +1 位作者 郭晓璇 白洋 《遗传》 CAS CSCD 北大核心 2019年第9期845-862,共18页
高通量测序技术的发展衍生出一系列微生物组(microbiome)研究技术,如扩增子、宏基因组、宏转录组等,快速推动了微生物组领域的发展。微生物组数据分析涉及的基础知识、软件和数据库较多,对于同领域研究者开展学习和选择合适的分析方法... 高通量测序技术的发展衍生出一系列微生物组(microbiome)研究技术,如扩增子、宏基因组、宏转录组等,快速推动了微生物组领域的发展。微生物组数据分析涉及的基础知识、软件和数据库较多,对于同领域研究者开展学习和选择合适的分析方法具有一定困难。本文系统概述了微生物组数据分析的基本思想和基础知识,详细总结比较了扩增子和宏基因组分析中的常用软件和数据库,并对高通量数据下游分析中常用的几种方法,包括统计和可视化、网络分析、进化分析、机器学习和关联分析等,从可用性、软件选择以及应用等几个方面进行了概述。本文拟通过对当前微生物组主流分析方法的整理和总结,为同领域研究者更方便、灵活的开展数据分析,快速选择研究分析工具,高效挖掘数据背后的生物学意义提供参考,进一步推动微生物组研究在生物学领域的发展。 展开更多
关键词 微生物组 数据分析 扩增子 宏基因组 分析流程
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基于16S rRNA基因测序分析微生物群落多样性 被引量:22
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作者 黄志强 邱景璇 +2 位作者 李杰 许东坡 刘箐 《微生物学报》 CAS CSCD 北大核心 2021年第5期1044-1063,共20页
微生物群落多样性的研究对于挖掘微生物资源,探索微生物群落功能,阐明微生物群落与生境间的关系具有重要意义。随着宏基因组概念的提出以及测序技术的快速发展,16S rRNA基因测序在微生物群落多样性的研究中已被广泛应用。文中系统地介绍... 微生物群落多样性的研究对于挖掘微生物资源,探索微生物群落功能,阐明微生物群落与生境间的关系具有重要意义。随着宏基因组概念的提出以及测序技术的快速发展,16S rRNA基因测序在微生物群落多样性的研究中已被广泛应用。文中系统地介绍了16S rRNA基因测序分析流程中的四个重要环节,包括测序平台与扩增区的选择、测序数据预处理以及多样性分析方法,就其面临的问题与挑战进行了探讨并对未来的研究方向进行了展望,以期为微生物群落多样性相关研究提供参考。 展开更多
关键词 生物信息学 16S rRNA 微生物群落多样性 测序技术 扩增子
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宏基因组学技术与微生物群落多样性分析方法 被引量:9
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作者 彭玺 冯凯 +1 位作者 厉舒祯 邓晔 《科技导报》 CAS CSCD 北大核心 2022年第3期99-111,共13页
从宏基因组学的2个主要技术——扩增子测序与宏基因组测序出发,对其在微生物群落检测中的基本分析流程进行了介绍。概述了微生物群落多样性的概念、相关的统计分析原理以及相关分析结果的解析方法等。提出利用正处于蓬勃发展时期的大数... 从宏基因组学的2个主要技术——扩增子测序与宏基因组测序出发,对其在微生物群落检测中的基本分析流程进行了介绍。概述了微生物群落多样性的概念、相关的统计分析原理以及相关分析结果的解析方法等。提出利用正处于蓬勃发展时期的大数据分析技术与手段来克服宏基因组学数据解析,并将分析结果用更易理解的形式展现出来是未来研究的重点和难点,也是从事环境微生物学、生物信息和统计学研究人员共同的挑战。 展开更多
关键词 环境微生物 宏基因组学 扩增子 生物信息学
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Periodic Addition of Glucose Suppressed Cyanobacterial Abundance in Additive Lake Water Samples during the Entire Bloom Season
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作者 David Linz Ian Struewing +6 位作者 Nathan Sienkiewicz Alan David Steinman Charlyn Gwen Partridge Kyle McIntosh Joel Allen Jingrang Lu Stephen Vesper 《Journal of Water Resource and Protection》 CAS 2024年第2期140-155,共16页
Previously, we showed that prophylactic addition of glucose to Harsha Lake water samples could inhibit cyanobacteria growth, at least for a short period of time. The current study tested cyanobacterial control with gl... Previously, we showed that prophylactic addition of glucose to Harsha Lake water samples could inhibit cyanobacteria growth, at least for a short period of time. The current study tested cyanobacterial control with glucose for the entire Harsha Lake bloom season. Water samples (1000 ml) were collected weekly from Harsha Lake during the algal-bloom season starting June 9 and lasting until August 24, 2022. To each of two 7-liter polypropylene containers, 500 ml of Harsha Lake water was added, and the containers were placed in a controlled environment chamber. To one container labeled “Treated,” 0.15 g of glucose was added, and nothing was added to the container labeled “Control.” After that, three 25 ml samples from each container were collected and used for 16S rRNA gene sequencing each week. Then 1000 ml of Harsha Lake water was newly collected each week, with 500 ml added to each container, along with the addition of 0.15 g glucose to the “Treated” container. Sequencing data were used to examine differences in the composition of bacterial communities between Treated and Control containers. Treatment with glucose altered the microbial communities by 1) reducing taxonomic diversity, 2) largely eliminating cyanobacterial taxa, and 3) increasing the relative abundance of subsets of non-cyanobacterial taxa (such as Proteobacteria and Actinobacteriota). These effects were observed across time despite weekly inputs derived directly from Lake water. The addition of glucose to a container receiving weekly additions of Lake water suppressed the cyanobacterial populations during the entire summer bloom season. The glucose appears to stimulate the diversity of certain bacterial taxa at the expense of the cyanobacteria. 展开更多
关键词 GLUCOSE CYANOBACTERIA 16S amplicon Sequencing Microbial Community
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Soil total organic carbon/total nitrogen ratio as a key driver deterministically shapes diazotrophic community assemblages during the succession of biological soil crusts 被引量:7
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作者 Lin Xu Bingchang Zhang +4 位作者 Entao Wang Bingjian Zhu Minjie Yao Chaonan Li Xiangzhen Li 《Soil Ecology Letters》 CAS 2021年第4期328-341,共14页
The diazotrophic community in biological soil crusts(biocrusts)is the key supplier of nitrogen in dryland.To date,there is still limited information on how biocrust development influences the succession of diazotrophi... The diazotrophic community in biological soil crusts(biocrusts)is the key supplier of nitrogen in dryland.To date,there is still limited information on how biocrust development influences the succession of diazotrophic community,and what are the most important factors mediating diazotrophic communities during biocrust succession.Using the high throughput nifH amplicon sequencing,the diazotrophs in soils at different developmental stages of biocrust were comparatively studied.The results evidenced the decreases of TOC/TN ratio and pH value with biocrust development.Nostoc and Scytonema were the most dominant diazotrophic genera at all biocrust stages,while Azospirillum and Bradyrhizobium were abundant only in bare soil.Diazotrophic co-occurrence networks tended to be less complex and less connected with biocrust succession.The soil TOC/TN ratio was the most dominant factor mediating diazotrophic diversity,community composition and assembly processes,while diazotrophic-diversity and NO3–-N/NH4+-N ratio were positively correlated with the nitrogenase activity during biocrust succession.This study provided novel understandings of nitrogen fixation and succession patterns of diazotrophic community,by showing the effects of biocrust succession on diazotrophic diversity,community composition,community assembly and co-occurrence networks,and recognizing TOC/TN ratio as the most dominant factor mediating diazotrophs during biocrust succession. 展开更多
关键词 Biological soil crust succession nifH amplicon sequencing DIAZOTROPHS Community assembly Co-occurrence networks
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添加双歧杆菌对欧拉羊生长性能及粪便微生物多样性的影响 被引量:3
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作者 吴占月 吴森 《西南农业学报》 CSCD 北大核心 2023年第8期1787-1797,共11页
【目的】探究补饲不同剂量双歧杆菌对欧拉羊生长性能及粪便微生物组成的影响。【方法】选取健康、体况一致的6月龄欧拉羊母羊30只,随机分为对照组(CG组)、低剂量补饲组(BIFlow组)和高剂量补饲组(BIFhigh组),每组10个重复。对照组饲喂基... 【目的】探究补饲不同剂量双歧杆菌对欧拉羊生长性能及粪便微生物组成的影响。【方法】选取健康、体况一致的6月龄欧拉羊母羊30只,随机分为对照组(CG组)、低剂量补饲组(BIFlow组)和高剂量补饲组(BIFhigh组),每组10个重复。对照组饲喂基础饲粮,BIFlow组和BIFhigh组分别在基础饲粮的基础上添加双歧杆菌5×10~6、5×10^(7)cfu/g。补饲30 d后每组随机选择5只采集肠道粪便,进行16S rDNA测序和生物信息学分析。【结果】补饲双歧杆菌后,欧拉羊的平均日增重显著提高(P<0.05,下同),BIFhigh和BIFlow组的Chao1指数和Richness指数显著高于CG组。比较3组肠道微生物相对丰度差异显著OTUs发现,BIFlow组与CG组、BIFhigh组与CG组、BIFhigh组和BIFlow组之间丰度差异性OTUs分别为70、81和23种。对3组属水平肠道微生物中丰度差异显著的微生物进行数量统计发现,BIFhigh组与CG组之间Phocaeicola等7个属的细菌丰度显著上升,消化杆菌属(Peptacetobacter)等4个属的细菌丰度显著下降。BIFlow组与CG组之间冻丝菌属(Kineothrix)等6个属丰度显著上升;消化杆菌属等7个属的细菌丰度显著下降。BIFhigh和BIFlow两组肠道差异微生物主要表现为Mediterraneibacter、无杆菌属(Agathobacter)等2个属丰度显著上升。对照组与补饲组在细胞进程、细胞运动等功能方面有显著差异。【结论】补饲双歧杆菌后提高欧拉羊的平均日增重,改变肠道菌群Beta多样性,各组肠道微生物属水平等细菌丰度有显著差异,肠道微生物群落结构发生了改变,引起了微生物功能变化。 展开更多
关键词 16S rDNA 肠道微生物 双歧杆菌 欧拉羊 扩增子
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Development of a High-throughput Sequencing Platform for Detection of Viral Encephalitis Pathogens Based on Amplicon Sequencing
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作者 ZHANG Ya Li SU Wen Zhe +16 位作者 WANG Rui Chen LI Yan ZHANG Jun Feng LIU Sheng Hui HU Dan He XU Chong Xiao YIN Jia Yu YIN Qi Kai HE Ying LI Fan FU Shi Hong NIE Kai LIANG Guo Dong TAO Yong XU Song Tao MA Chao Feng WANG Huan Yu 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2024年第3期294-302,共9页
Objective Viral encephalitis is an infectious disease severely affecting human health.It is caused by a wide variety of viral pathogens,including herpes viruses,flaviviruses,enteroviruses,and other viruses.The laborat... Objective Viral encephalitis is an infectious disease severely affecting human health.It is caused by a wide variety of viral pathogens,including herpes viruses,flaviviruses,enteroviruses,and other viruses.The laboratory diagnosis of viral encephalitis is a worldwide challenge.Recently,high-throughput sequencing technology has provided new tools for diagnosing central nervous system infections.Thus,In this study,we established a multipathogen detection platform for viral encephalitis based on amplicon sequencing.Methods We designed nine pairs of specific polymerase chain reaction(PCR)primers for the 12 viruses by reviewing the relevant literature.The detection ability of the primers was verified by software simulation and the detection of known positive samples.Amplicon sequencing was used to validate the samples,and consistency was compared with Sanger sequencing.Results The results showed that the target sequences of various pathogens were obtained at a coverage depth level greater than 20×,and the sequence lengths were consistent with the sizes of the predicted amplicons.The sequences were verified using the National Center for Biotechnology Information BLAST,and all results were consistent with the results of Sanger sequencing.Conclusion Amplicon-based high-throughput sequencing technology is feasible as a supplementary method for the pathogenic detection of viral encephalitis.It is also a useful tool for the high-volume screening of clinical samples. 展开更多
关键词 Viral encephalitis amplicon sequencing High-throughput sequencing Multipathogen detection
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The best practice for microbiome analysis using R 被引量:2
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作者 Tao Wen Guoqing Niu +3 位作者 Tong Chen Qirong Shen Jun Yuan Yong-Xin Liu 《Protein & Cell》 SCIE CSCD 2023年第10期713-725,共13页
With the gradual maturity of sequencing technology,many microbiome studies have published,driving the emergence and advance of related analysis tools.R language is the widely used platform for microbiome data analysis... With the gradual maturity of sequencing technology,many microbiome studies have published,driving the emergence and advance of related analysis tools.R language is the widely used platform for microbiome data analysis for powerful functions.However,tens of thousands of R packages and numerous similar analysis tools have brought major challenges for many researchers to explore microbiome data.How to choose suitable,efficient,convenient,and easy-to-learn tools from the numerous R packages has become a problem for many microbiome researchers.We have organized 324 common R packages for microbiome analysis and classified them according to application categories(diversity,difference,biomarker,correlation and network,functional prediction,and others),which could help researchers quickly find relevant R packages for microbiome analysis.Furthermore,we systematically sorted the integrated R packages(phyloseq,microbiome,MicrobiomeAnalystR,Animalcules,microeco,and amplicon)for microbiome analysis,and summarized the advantages and limitations,which will help researchers choose the appropriate tools.Finally,we thoroughly reviewed the R packages for microbiome analysis,summarized most of the common analysis content in the microbiome,and formed the most suitable pipeline for microbiome analysis.This paper is accompanied by hundreds of examples with 10,000 lines codes in GitHub,which can help beginners to learn,also help analysts compare and test different tools.This paper systematically sorts the application of R in microbiome,providing an important theoretical basis and practical reference for the development of better microbiome tools in the future.All the code is available at GitHub github.com/taowenmicro/EasyMicrobiomeR. 展开更多
关键词 R package MICROBIOME data analysis VISUALIZATION amplicon METAGENOME
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Rapid identification of full-length genome and tracing variations of monkeypox virus in clinical specimens based on mNGS and amplicon sequencing
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作者 Changcheng Wu Ruhan A +17 位作者 Sheng Ye Fei Ye Weibang Huo Roujian Lu Yue Tang Jianwei Yang Xuehong Meng Yun Tang Shuang Chen Li Zhao Baoying Huang Zhongxian Zhang Yuda Chen Dongfang Li Wenling Wang Ke-jia Shan Jian Lu Wenjie Tan 《Virologica Sinica》 SCIE CAS CSCD 2024年第1期134-143,共10页
The monkeypox virus(MPXV)has triggered a current outbreak globally.Genome sequencing of MPXV and rapid tracing of genetic variants will benefit disease diagnosis and control.It is a significant challenge but necessary... The monkeypox virus(MPXV)has triggered a current outbreak globally.Genome sequencing of MPXV and rapid tracing of genetic variants will benefit disease diagnosis and control.It is a significant challenge but necessary to optimize the strategy and application of rapid full-length genome identification and to track variations of MPXV in clinical specimens with low viral loads,as it is one of the DNA viruses with the largest genome and the most AT-biased,and has a significant number of tandem repeats.Here we evaluated the performance of metagenomic and amplicon sequencing techniques,and three sequencing platforms in MPXV genome sequencing based on multiple clinical specimens of five mpox cases in Chinese mainland.We rapidly identified the full-length genome of MPXV with the assembly of accurate tandem repeats in multiple clinical specimens.Amplicon sequencing enables cost-effective and rapid sequencing of clinical specimens to obtain high-quality MPXV genomes.Third-generation sequencing facilitates the assembly of the terminal tandem repeat regions in the monkeypox virus genome and corrects a common misassembly in published sequences.Besides,several intra-host single nucleotide variations were identified in the first imported mpox case.This study offers an evaluation of various strategies aimed at identifying the complete genome of MPXV in clinical specimens.The findings of this study will significantly enhance the surveillance of MPXV. 展开更多
关键词 Monkeypox virus(MPXV) METAGENOMIC Next generation sequencing amplicon Third-generation sequencing
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Mutations of voltage-gated sodium channel contribute to pyrethroid resistance in Panonychus citri
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作者 Deng Pan Qiu-Juan Luo +3 位作者 Andrias O.O'Reilly Guo-Rui Yuan Jin-Jun Wang Wei Dou 《Insect Science》 SCIE CAS CSCD 2024年第3期803-816,共14页
Insecticide resistance in Panonychus citri is a major obstacle to mite control in citrus orchards.Pyrethroid insecticides are continually used to control mites in China,although resistance to pyrethroids has evolved i... Insecticide resistance in Panonychus citri is a major obstacle to mite control in citrus orchards.Pyrethroid insecticides are continually used to control mites in China,although resistance to pyrethroids has evolved in some populations.Here,the resistance to the pyrethroid fenpropathrin was investigated and 7 out of 8 field-collected populations of P citri exhibited a high level of resistance,ranging from 171-fold to 15391-fold higher than the susceptible(SS)comparison strain.Three voltage-gated sodium channel(VGSC)mutations were identified in the tested populations:L1031V,F1747L,and F17511.Amplicon sequencing was used to evaluate the frequency of these mutations in the 19 field populations.L1031V and F1751I were present in all populations at frequencies of 11.6%-82.1%and 0.5%-31.8%,respectively,whereas the F1747L mutation was only present in 12 populations from Chongqing,Sichuan,Guangxi,and Yunnan provinces.Introduction of these mutations singly or in combination into transgenic flies significantly increased their resistance to fenpropathrin and these flies also exhibited reduced mortality after exposure to the pyrethroids permethrin andβ-cypermethrin.Panonychus citri VGSC homology modeling and ligand docking indicate that F1747 and F1751 form direct binding contacts with pyrethroids,which are lost with mutation,whereas L1031 mutation may diminish pyrethroid effects through an allosteric mechanism.Overall,the results provide molecular markers for monitoring pest resistance to pyrethroids and offer new insights into the basis of pyrethroid actions on sodium channels. 展开更多
关键词 amplicon sequencing kdr mutation molecular docking Panonychus citri pyrethroid resistance transgenic flies
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纳米孔测序技术在实蝇类害虫检疫鉴定中的应用
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作者 姜帆 丁新华 +3 位作者 梁亮 付开赟 郭文超 朱水芳 《生物安全学报(中英文)》 CSCD 北大核心 2024年第1期93-98,共6页
【目的】纳米孔测序技术是单分子实时测序技术的一种,正在被广泛应用于临床快速诊断及微生物检测等领域。本研究以实蝇这一类重要的检疫性有害生物为例,探究该技术在昆虫检疫鉴定中应用的可行性,为昆虫检疫鉴定提供新方法。【方法】分... 【目的】纳米孔测序技术是单分子实时测序技术的一种,正在被广泛应用于临床快速诊断及微生物检测等领域。本研究以实蝇这一类重要的检疫性有害生物为例,探究该技术在昆虫检疫鉴定中应用的可行性,为昆虫检疫鉴定提供新方法。【方法】分别采用一代测序技术和纳米孔测序技术,对14种经形态学鉴定的实蝇成虫进行DNA条形码测序,通过BOLD和NCBI数据库对测序结果进行比对分析,并比较2种测序技术所得序列结果准确性的差异。【结果】通过纳米孔测序,14个实蝇样品在44 min内获得181Mb bases,每个样品平均得到11280条reads,单个reads的准确度为92.10%~94.53%;经一致性序列校正,所有实蝇样品均可得到与一代测序结果完全一致的序列,序列分析结果与形态学鉴定结果完全一致。【结论】采用本研究的实验流程和数据分析方法,纳米孔测序技术可以应用于实蝇类害虫的检疫鉴定,测序结果准确、高效;本研究提供的实验方案同样适用于基于扩增子测序的物种鉴定,满足大规模样品的高通量精准鉴定需求。 展开更多
关键词 纳米孔测序 实蝇 昆虫 鉴定 扩增子
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Isolation of exogenous fungi from Notoginseng Radix et Rhizoma and preliminary analysis of toxigenic fungi
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作者 Lei Zhou Xiangsheng Zhao +3 位作者 Xiaomin Liu Hefang Wan Chun Sui Xuyu Chen 《Journal of Future Foods》 2024年第2期179-182,共4页
Notoginseng Radix et Rhizoma(Sanqi in Chinese)is a precious traditional Chinese herbal medicine.It has the effect of dispersing blood stasis and stopping bleeding,reducing swelling and fixing pain.However,it tends to ... Notoginseng Radix et Rhizoma(Sanqi in Chinese)is a precious traditional Chinese herbal medicine.It has the effect of dispersing blood stasis and stopping bleeding,reducing swelling and fixing pain.However,it tends to contaminate with harmful fungi during storage,which may make it much less effective.In order to understand the fungal contamination of Notoginseng Radix et Rhizoma and master its composition of the exogenous fungi.The surface fungi of Notoginseng Radix et Rhizoma samples collected from six Chinese provinces and districts were investigated by using dilution plate method.Detection of aflatoxins by UPLC-MS/MS.The results showed that Penicillium citrinum was dominantly isolated from Notoginseng Radix et Rhizoma samples from No.1 to No.4.Aspergillus flavus,which produces aflatoxin,was dominantly isolated from Notoginseng Radix et Rhizoma samples from No.5 and No.6.In addition,kinds of mycotoxin were assayed which were produced by three of those identified A.flavus.All three fungi strains produced aflatoxin B1(AFB1)and one strain HBSQ1-5 additionally produced other three kinds of mycotoxin,AFB2,AFG1 and AFG2.It is the results implied that it will be very important to take serious cautions when using Notoginseng Radix et Rhizoma.As well as,understanding the composition of the exogenous fungi of Notoginseng Radix et Rhizoma and the strains of toxin-producing fungi,which can play an important role in guiding the storage of Notoginseng Radix et Rhizoma. 展开更多
关键词 Notoginseng Radix et Rhizoma Exogenous fungal amplicon sequencing MYCOTOXIN
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不同年份柑普茶的微生物群落差异
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作者 洪培玉 王亚玉 吴鸿 《亚热带植物科学》 CAS 2024年第3期191-200,共10页
柑普茶是由新鲜的茶枝柑Citrus reticulata'Chachiensis'果实挖去果肉,将云南普洱茶填入其中所制成的,既有广陈皮的香味又有普洱茶香气。本研究针对不同陈化时间的柑普茶,将柑普茶的茶叶和果皮分别进行研究,发现果皮与茶叶的微... 柑普茶是由新鲜的茶枝柑Citrus reticulata'Chachiensis'果实挖去果肉,将云南普洱茶填入其中所制成的,既有广陈皮的香味又有普洱茶香气。本研究针对不同陈化时间的柑普茶,将柑普茶的茶叶和果皮分别进行研究,发现果皮与茶叶的微生物组成在陈化早期较相似,而随着陈化时间的延长其物种组成差异越显著。在不同陈化时间的柑普茶茶叶中,其优势菌属有芽孢杆菌属Bacillus、葡萄球菌属Staphylococcus和芽生葡萄孢酵母菌属Blastobotrys等。而在不同陈化时间的柑普茶果皮中,陈化0~1年的优势细菌有葡萄球菌属等,其余三个陈化时间的优势细菌是不动杆菌属Acinetobacter等。在真菌群落中,陈化0、1、5年的果皮以及五个不同陈化时间的柑普茶茶叶的优势菌属均为芽生葡萄孢酵母菌属,陈化7年和9年的柑普茶果皮的优势真菌为耐干霉菌属Xeromyces。在柑普茶茶叶或果皮中,不同陈化时间共有的ASV丰度占绝大多数样本丰度的75%以上,对共有ASV进行相关性分析发现,曲霉属Aspergillus在关系网中与其他微生物呈显著正相关,但在不同陈化时间的柑普茶中其丰度并不高。 展开更多
关键词 柑普茶 扩增子 微生物
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宏基因组学在藻菌共生系统废水处理的研究进展
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作者 王帅 马桂霞 +2 位作者 母锐敏 祁峰 王曦晗 《生物技术》 CAS 2024年第3期388-394,369,共8页
藻菌共生系统(algal-bacterial symbiotic, ABS)是一种新型的高效去除废水中的有机物和无机营养物质的废水处理技术。通过宏基因组学技术进行生物信息学分析废水中微藻和细菌复杂的相互作用,从而解释废水中氮、磷、抗生素等影响物质的... 藻菌共生系统(algal-bacterial symbiotic, ABS)是一种新型的高效去除废水中的有机物和无机营养物质的废水处理技术。通过宏基因组学技术进行生物信息学分析废水中微藻和细菌复杂的相互作用,从而解释废水中氮、磷、抗生素等影响物质的去除机制。这些机制虽被广泛研究,但系统性综合整理分析不足。该文以宏基因组学为切入点,总结了藻菌共生系统中利用宏基因组学研究污染物(氮、磷、抗生素等)去除机制的具体分析应用,为今后研究提供参考。 展开更多
关键词 藻菌共生系统 藻际微生态 宏基因组学 扩增子 生物信息学 废水处理 微生物群落分析 环境微生物
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扩增子测序结合高分辨率溶解曲线鉴定花生单核苷酸多态 被引量:5
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作者 李杏瑜 刘颖 +5 位作者 朱方何 洪彦彬 刘洪 陈小平 李海芬 梁炫强 《分子植物育种》 CAS CSCD 北大核心 2015年第9期1970-1979,共10页
异源四倍体花生(Arachis hypogaea L.)包含两套基因组,分别来自二倍体祖先A.duranensis(A基因组)和A.ipaensis(B基因组)。相对于二倍体,异源四倍体SNP的鉴定和分析面临更多挑战,因为在SNP的鉴定和分析过程中,通常需要同时分析两套基因... 异源四倍体花生(Arachis hypogaea L.)包含两套基因组,分别来自二倍体祖先A.duranensis(A基因组)和A.ipaensis(B基因组)。相对于二倍体,异源四倍体SNP的鉴定和分析面临更多挑战,因为在SNP的鉴定和分析过程中,通常需要同时分析两套基因组中相同位点的DNA序列。本研究以12个花生品种和2个二倍体祖先为材料,通过扩增子重测序EST和GSS(各100条序列)开发SNP。结果显示共检测出18个EST-SNPs和44个genomic-SNPs,出现频率分别为1 SNP/2 557 bp和1 SNP/1 011 bp。为了进一步评估和应用所开发的SNP,采用高分辨率溶解曲线方法对96个花生品种进行SNP基因分型。EST-SNP在供试品种中的多态性信息量介于0.021~0.413,平均为0.172。Genomic-SNP的多态性信息量介于0.08~0.478,平均为0.249。本研究表明采用扩增子测序和HRM方法能够从异源四倍体花生中准确鉴定SNP,且所开发的SNP信息量丰富,能够用于花生遗传育种研究。 展开更多
关键词 花生 单核苷酸多态 扩增子 高分辨率溶解曲线
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Alterations in gut microbiota are related to metabolite profiles in spinal cord injury 被引量:1
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作者 Jian-Ning Kang Zheng-Fang Sun +8 位作者 Xin-Yu Li Xiao-Di Zhang Zheng-Xin Jin Ce Zhang Ying Zhang Hui-Yun Wang Na-Na Huang Jian-Hao Jiang Bin Ning 《Neural Regeneration Research》 SCIE CAS CSCD 2023年第5期1076-1083,共8页
Studies have shown that gut microbiota metabolites can enter the central nervous system via the blood-spinal cord barrier and cause neuroinflammation, thus constituting secondary injury after spinal cord injury. To in... Studies have shown that gut microbiota metabolites can enter the central nervous system via the blood-spinal cord barrier and cause neuroinflammation, thus constituting secondary injury after spinal cord injury. To investigate the correlation between gut microbiota and metabolites and the possible mechanism underlying the effects of gut microbiota on secondary injury after spinal cord injury, in this study, we established mouse models of T8–T10 traumatic spinal cord injury. We used 16 S rRNA gene amplicon sequencing and metabolomics to reveal the changes in gut microbiota and metabolites in fecal samples from the mouse model. Results showed a severe gut microbiota disturbance after spinal cord injury, which included marked increases in pro-inflammatory bacteria, such as Shigella, Bacteroides, Rikenella, Staphylococcus, and Mucispirillum and decreases in anti-inflammatory bacteria, such as Lactobacillus, Allobaculum, and Sutterella. Meanwhile, we identified 27 metabolites that decreased and 320 metabolites that increased in the injured spinal cord. Combined with pathway enrichment analysis, five markedly differential amino acids(L-leucine, L-methionine, L-phenylalanine, L-isoleucine and L-valine) were screened out, which play a pivotal role in activating oxidative stress and inflammatory responses following spinal cord injury. Integrated correlation analysis indicated that the alteration of gut microbiota was related to the differences in amino acids, which suggests that disturbances in gut microbiota might participate in the secondary injury through the accumulation of partial metabolites that activate oxidative stress and inflammatory responses. Findings from this study provide a new theoretical basis for improving the secondary injury after spinal cord injury through fecal microbial transplantation. 展开更多
关键词 16S rRNA gene amplicon sequencing amino acid metabolism DYSBACTERIOSIS gut microbiota inflammation metabolic disturbance METABOLITES metabolomics secondary injury spinal cord injury
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An integrative protocol for one‑step PCR amplicon library construction and accurate demultiplexing of pooled sequencing data 被引量:1
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作者 Jiahao Ni Jiao Pan +7 位作者 Yaohai Wang Tianhao Chen Xinshi Feng Yichen Li Tongtong Lin Michael Lynch Hongan Long Weiyi Li 《Marine Life Science & Technology》 SCIE CSCD 2023年第4期564-572,共9页
High-throughput sequencing of amplicons has been widely used to precisely and efficiently identify species compositions and analyze community structures,greatly promoting biological studies involving large amounts of ... High-throughput sequencing of amplicons has been widely used to precisely and efficiently identify species compositions and analyze community structures,greatly promoting biological studies involving large amounts of complex samples,especially those involving environmental and pathogen-monitoring ones.Commercial library preparation kits for amplicon sequencing,which generally require multiple steps,including adapter ligation and indexing,are expensive and time-consuming,especially for applications at a large scale.To overcome these limitations,a“one-step PCR approach”has been previously proposed for constructions of amplicon libraries using long fusion primers.However,efficient amplifications of target genes and accurate demultiplexing of pooled sequencing data remain to be addressed.To tackle these,we present an integrative protocol for one-step PCR amplicon library construction(OSPALC).High-quality reads have been generated by this approach to reliably identify species compositions of mock bacterial communities and environmental samples.With this protocol,the amplicon library is constructed through one regular PCR with long primers,and the total cost per DNA/cDNA sample decreases to just 7%of the typical cost via the multi-step PCR approach.Empirically tested primers and optimized PCR conditions to construct OSPALC libraries for 16S rDNA V4 regions are demonstrated as a case study.Tools to design primers targeting at any genomic regions are also presented.In principle,OSPALC can be readily applied to construct amplicon libraries of any target genes using DNA or RNA samples,and will facilitate research in numerous fields. 展开更多
关键词 amplicon library preparation Lab-made protocol Long-primer PCR Cost efficiency
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Application of Biological Nanopore Sequencing Technology in the Detection of Microorganisms 被引量:1
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作者 Ming-Qian Zhang Xiao-Bin Huang Hai-Chen Wu 《Chinese Journal of Chemistry》 SCIE CAS CSCD 2023年第23期3473-3483,共11页
Environmental pollution and the spread of pathogenic microorganisms pose a significant threat to the health of humans and the planet.Thus,understanding and detecting microorganisms is crucial for maintaining a healthy... Environmental pollution and the spread of pathogenic microorganisms pose a significant threat to the health of humans and the planet.Thus,understanding and detecting microorganisms is crucial for maintaining a healthy living environment.Nanopore sequencing is a single-molecule detection method developed in the 1990s that has revolutionized various research fields.It offers several advantages over traditional sequencing methods,including low cost,label-free,time-saving detection speed,long sequencing reading,real-time monitoring,convenient carrying,and other significant advantages.In this review,we summarize the technical principles and characteristics of nanopore sequencing and discuss its applications in amplicon sequencing,metagenome sequencing,and whole-genome sequencing of environmental microorganisms,as well as its in situ application under some special circumstances.We also analyze the advantages and challenges of nanopore sequencing in microbiology research.Overall,nanopore sequencing has the potential to greatly enhance the detection and understanding of microorganisms in environmental research,but further developments are needed to overcome the current challenges. 展开更多
关键词 Nanopore sequencing technology Environmental microorganisms amplicon sequencing Metagenome sequencing Whole genome sequencing Gene technology Ion channels Nucleic acids
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Structure and diversity dynamics of microbial communities at day and night:investigation of meromictic Lake Doroninskoe,Transbaikalia,Russia 被引量:2
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作者 Evgeniya MATYUGINA Natalia BELKOVA +6 位作者 Svetlana BORZENKO Pavel LUKYANOV Marsel KABILOV Olga BATURINA Alexandra MARTYNOVA-VAN KLEY Armen NALIAN Aleksei PTITSYN 《Journal of Oceanology and Limnology》 SCIE CAS CSCD 2018年第6期1978-1992,共15页
Extreme environmental conditions are key factors in the formation of the structure and diversity of microbial communities. In meromictic ecosystems, extreme conditions and a stable stratification of physical, chemical... Extreme environmental conditions are key factors in the formation of the structure and diversity of microbial communities. In meromictic ecosystems, extreme conditions and a stable stratification of physical, chemical and biological parameters lead to diversity and heterogeneity of microenvironments. Lake Doroninskoe is located in an extreme geographical area and diff ers from other known meromictic reservoirs of the world by a low level of illumination in the chemocline and a rare type of alkaline water in sedimentary rocks formed by evaporative concentration. To understand the key factors that shape the composition and structure of the microbial community, the macro-and micro-variations in space and time are of great importance. We investigated the short-term dynamics of the structure and diversity of microbial communities of the meromictic soda lake, Lake Doroninskoe, at day and night using highthroughput sequencing and bioinformatics. Metagenomic analysis of 16 S rRNA gene amplicons showed that the microbial communities had a high taxonomic diversity both at day and night. Sixteen bacterial and three archaeal phyla were identified. Proteobacteria were dominant and comprised 75% during the day, increasing to 90% at night. Metabolically stable denitrifying bacteria that were able to use a variety of alternative electron acceptors and electron donors were prevalent in Lake Doroninskoe. They belonged to the families Enterobacteriaceae(class Gammaproteobacteria) and Alcaligenaceae(class Betaproteobacteria). Statistically significant differences between day and night microbial communities were found. During the day, the microbial community was the most diverse. We discuss the peculiarities of the underexplored shortterm dynamics of the structure and diversity of the microbial communities of the meromictic soda Lake Doroninskoe, and propose topics for prospective studies. 展开更多
关键词 bacterial DIVERSITY day-night DYNAMICS MEROMIXIS Lake Doroninskoe high-throughput amplicon sequencing
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Pyrosequencing of nirS gene revealed spatial variation of denitrifying bacterial assemblages in response to wetland desertification at Tibet plateau 被引量:2
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作者 GU Yun-fu LIU Ting +3 位作者 BAI Yan XIANG Quan-ju ZHANG Xiao-ping CHEN Qiang 《Journal of Mountain Science》 SCIE CSCD 2019年第5期1121-1134,共14页
Amplicon sequencing of functional genes is a powerful technique to explore the diversity and abundance of microbes involved in biogeochemical processes. One such key process, denitrification, is of particular importan... Amplicon sequencing of functional genes is a powerful technique to explore the diversity and abundance of microbes involved in biogeochemical processes. One such key process, denitrification, is of particular importance because it can transform nitrate(NO3-) to N2 gas that is released to the atmosphere. In nitrogen limited alpine wetlands, assessing bacterial denitrification under the stress of wetland desertification is fundamental to understand nutrients, especially nitrogen cycling in alpine wetlands, and thus imperative for the maintenance of healthy alpine wetland ecosystems. We applied amplicon sequencing of the nirS gene to analyze the response of denitrifying bacterial community to alpine wetland desertification in Zoige, China. Raw reads were processed for quality, translated with frameshift correction, and a total of 95,316 nirS gene sequences were used for rarefaction analysis, and 1011 OTUs were detected and used in downstream analysis. Compared to the pristine swamp soil, edaphic parameters including water content, organic carbon, total nitrogen, total phosphorous, available nitrogen, available phosphorous and potential denitrification rate were significantly decreased in the moderately degraded meadow soil and in severely degraded sandy soil. Diversity of the soil nirS-type denitrifying bacteria communities increased along the Zoige wetland desertification, and Proteobacteria and Chloroflexi were the dominant denitrifying bacterial species. Genus Cupriavidus(formerly Wautersia), Azoarcus, Azospira, Thiothrix, and Rhizobiales were significantly(P<0.05) depleted along the wetland desertification succession. Soil available phosphorous was the key determinant of the composition of the nirS gene containing denitrifying bacterial communities. The proportion of depleted taxa increased along the desertification of the Zoige wetland, suggesting that wetland desertification created specific physicochemical conditions that decreased the microhabitats for bacterial denitrifiers and the denitrification related g 展开更多
关键词 Wetland DESERTIFICATION amplicon sequencing nirS bacteria Differential ABUNDANCE analysis
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