A method for the culture-free discovery and host affiliation of novel viruses from metagenomic samples
一种从宏基因组样本中无需培养地发现新型病毒并确定其宿主归属的方法
基本信息
- 批准号:10347377
- 负责人:
- 金额:$ 82.04万
- 依托单位:
- 依托单位国家:美国
- 项目类别:
- 财政年份:2021
- 资助国家:美国
- 起止时间:2021-02-08 至 2023-01-31
- 项目状态:已结题
- 来源:
- 关键词:AffectAntimicrobial ResistanceBacteriaBacteriophagesBiologyBiotechnologyCellsChemistryCommunicable DiseasesCommunitiesComplexComputer softwareComputing MethodologiesConsumptionDNADNA SequenceDataData AnalysesDevelopmentDiseaseEcosystemFecesGenomeGenomicsHealthHi-CHorizontal Gene TransferHumanHuman MicrobiomeInternetLibrariesLigationLyticMeasurementMetabolismMetagenomicsMethodologyMethodsMicrobeMicrobiologyOnline SystemsOutcomePhasePlanetsPlayPopulationPredatory BehaviorPreparationReagentRecoveryReportingResearchResistance to infectionRetinal blind spotRoleSafetySamplingSatellite VirusesSeriesShapesSiteTechnologyTherapeuticTimeViralViral GenomeVirusVirus-like particleVisualizationWorkbasecomputational platformcontigcrosslinkdata qualityexperimental studyfecal transplantationgenome analysisimprovedin vivointerestmetagenomemicrobialmicrobial communitymicrobial hostmicrobiomemicroorganismnext generation sequencingnovelnovel strategiesnovel virusparticlepublic databaseresistance generestriction enzymetooltransmission processuser-friendlyvectorweb portalweb-based tool
项目摘要
ABSTRACT
In this application, we propose to develop a novel reagent kit and accompanying analytic software platform that
employs Hi-C technology for a user-friendly method to assemble viral genomes from metagenomic samples and
associate these viruses with their microbial hosts. This product enables culture-free discovery of phages and
quantitative measurement of their host range directly in mixed microbial communities.
Bacteriophages are viruses that infect bacteria; they shape microbial ecosystems through predation on hosts
and through horizontal gene transfer. They are also an important vector in the transmission of anti-microbial
resistance. Despite their potent impact on microbial biology, only a tiny proportion of phage genomes are
represented in public databases in part because of the difficulty of isolating phage whose hosts are not culturable
laboratory settings. This limitation in our ability to understand viral biology has important impacts on emerging
biotechnology applications including fecal microbiota transplantation and phage therapy as well as wide-ranging
effects on microbiological research.
We propose to develop a novel computational approach combined with improved experimental methods to
deconvolute viral genomes and perform host attribution from whole microbiome samples without culturing. At
the core of this approach is utilization of proximity ligation methods (Hi-C) which physically associates DNA
sequences present within intact microbes. This provides direct physical evidence of the contiguity of viral
genome sequences and host affiliation information that is not achievable by any other method.
The outcome of this direct-to-Phase II proposal would be a combination of kit and user-facing computational
platform that would empower both the sophisticated next-generation-sequencing biologist and the sequencing
novice to ask important questions about viruses in their microbial community of interest. Aim 1 focuses on
computational methods improve the recovery of viral genomes from metagenomic data. Aim 2 develops
methodologies to enhance viral Hi-C chemistry. These two aims work together synergistically enhance data
quality. Finally, Aim 3 develops a computational platform for data analysis through a web portal where results
could be visualized directly via web browser or raw data downloaded for further exploration. Upon completion
we will have developed a first-in-class commercial platform to discover viral genomes and identify their hosts
from complex microbial communities.
摘要
项目成果
期刊论文数量(3)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Integrating chromatin conformation information in a self-supervised learning model improves metagenome binning.
- DOI:10.7717/peerj.16129
- 发表时间:2023
- 期刊:
- 影响因子:2.7
- 作者:Ho H;Chovatia M;Egan R;He G;Yoshinaga Y;Liachko I;O'Malley R;Wang Z
- 通讯作者:Wang Z
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Ivan Liachko其他文献
Ivan Liachko的其他文献
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{{ truncateString('Ivan Liachko', 18)}}的其他基金
Biological validation of phage host-range identified by proximity guided metagenomics
通过邻近引导宏基因组学鉴定噬菌体宿主范围的生物学验证
- 批准号:
10761394 - 财政年份:2023
- 资助金额:
$ 82.04万 - 项目类别:
Therapeutic phage host-range prediction using proximity-guided metagenomics and artificial intelligence
使用邻近引导宏基因组学和人工智能进行治疗性噬菌体宿主范围预测
- 批准号:
10629378 - 财政年份:2022
- 资助金额:
$ 82.04万 - 项目类别:
Therapeutic phage host-range prediction using proximity-guided metagenomics and artificial intelligence
使用邻近引导宏基因组学和人工智能进行治疗性噬菌体宿主范围预测
- 批准号:
10547653 - 财政年份:2022
- 资助金额:
$ 82.04万 - 项目类别:
A method for the culture-free discovery and host affiliation of novel viruses from metagenomic samples
一种从宏基因组样本中无需培养地发现新型病毒并确定其宿主归属的方法
- 批准号:
10259447 - 财政年份:2021
- 资助金额:
$ 82.04万 - 项目类别:
A proximity ligation method to track mobile element hosts
一种追踪移动元件宿主的邻近连接方法
- 批准号:
9907327 - 财政年份:2020
- 资助金额:
$ 82.04万 - 项目类别:
A proximity ligation method to track mobile element hosts
一种追踪移动元件宿主的邻近连接方法
- 批准号:
10078597 - 财政年份:2020
- 资助金额:
$ 82.04万 - 项目类别:
Deconvolution and Assembly of Metgenomes Using Chromatin Conformation Capture
使用染色质构象捕获对元基因组进行反卷积和组装
- 批准号:
9046257 - 财政年份:2016
- 资助金额:
$ 82.04万 - 项目类别:
A Study of DNA Replication Origins by Comparative Functional Genomics
DNA复制起源的比较功能基因组学研究
- 批准号:
7802691 - 财政年份:2009
- 资助金额:
$ 82.04万 - 项目类别:
A Study of DNA Replication Origins by Comparative Functional Genomics
DNA复制起源的比较功能基因组学研究
- 批准号:
8035972 - 财政年份:2009
- 资助金额:
$ 82.04万 - 项目类别:
A Study of DNA Replication Origins by Comparative Functional Genomics
DNA复制起源的比较功能基因组学研究
- 批准号:
8204569 - 财政年份:2009
- 资助金额:
$ 82.04万 - 项目类别:
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