{"title":"BLASTAssemb:一种使用BLAST构建遗传元素的方法","authors":"Tasnim Rahman, Tasnova Chowdhury, Shamira Tabrejee, Md Miraj Kobad Chowdhury, M. Shoyaib","doi":"10.1109/SKIMA.2014.7083544","DOIUrl":null,"url":null,"abstract":"With the availability of recent next generation sequencing technologies and cheap price, genome of different organisms is now being sequenced frequently. Therefore, quick assembling of a genetic element from the raw genome generated through the sequencing technologies has become necessary for better understanding of different biological systems. This paper proposes an algorithm for constructing genetic elements from raw genome using reference sequences. For this, we considered a weighted frequency based consensus making mechanism. Furthermore, we have used BLAST (Basic local alignment search tool), a well known tool to the community of bioinformaticians, in this regard. The proposed method, thus applies the capability of BLAST, which enables the construction of genetic elements from raw sequences. For evaluating our algorithm, we have chosen Pokkali (a verity of rice) raw genome and few promoters of Japonica (another verity of rice) as our reference data. Experimental results demonstrated that our proposed algorithm could accurately construct the promoter sequences of Pokkali from its raw genome sequences.","PeriodicalId":22294,"journal":{"name":"The 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2014)","volume":"1 1","pages":"1-5"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"BLASTAssemb: An approach to construct genetic elements using BLAST\",\"authors\":\"Tasnim Rahman, Tasnova Chowdhury, Shamira Tabrejee, Md Miraj Kobad Chowdhury, M. Shoyaib\",\"doi\":\"10.1109/SKIMA.2014.7083544\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the availability of recent next generation sequencing technologies and cheap price, genome of different organisms is now being sequenced frequently. Therefore, quick assembling of a genetic element from the raw genome generated through the sequencing technologies has become necessary for better understanding of different biological systems. This paper proposes an algorithm for constructing genetic elements from raw genome using reference sequences. For this, we considered a weighted frequency based consensus making mechanism. Furthermore, we have used BLAST (Basic local alignment search tool), a well known tool to the community of bioinformaticians, in this regard. The proposed method, thus applies the capability of BLAST, which enables the construction of genetic elements from raw sequences. For evaluating our algorithm, we have chosen Pokkali (a verity of rice) raw genome and few promoters of Japonica (another verity of rice) as our reference data. Experimental results demonstrated that our proposed algorithm could accurately construct the promoter sequences of Pokkali from its raw genome sequences.\",\"PeriodicalId\":22294,\"journal\":{\"name\":\"The 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2014)\",\"volume\":\"1 1\",\"pages\":\"1-5\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"The 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2014)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SKIMA.2014.7083544\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"The 8th International Conference on Software, Knowledge, Information Management and Applications (SKIMA 2014)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SKIMA.2014.7083544","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
摘要
随着新一代测序技术的发展和价格的降低,不同生物的基因组测序越来越频繁。因此,通过测序技术从原始基因组中快速组装遗传元件对于更好地理解不同的生物系统是必要的。提出了一种利用参考序列从原始基因组中构建遗传元件的算法。为此,我们考虑了一种基于加权频率的共识形成机制。此外,我们在这方面使用了BLAST (Basic local alignment search tool),这是生物信息学家社区中众所周知的工具。因此,该方法应用BLAST的能力,可以从原始序列中构建遗传元素。为了评估我们的算法,我们选择了Pokkali(一种水稻)的原始基因组和Japonica(另一种水稻)的少数启动子作为参考数据。实验结果表明,本文提出的算法能够准确地从Pokkali的原始基因组序列中构建其启动子序列。
BLASTAssemb: An approach to construct genetic elements using BLAST
With the availability of recent next generation sequencing technologies and cheap price, genome of different organisms is now being sequenced frequently. Therefore, quick assembling of a genetic element from the raw genome generated through the sequencing technologies has become necessary for better understanding of different biological systems. This paper proposes an algorithm for constructing genetic elements from raw genome using reference sequences. For this, we considered a weighted frequency based consensus making mechanism. Furthermore, we have used BLAST (Basic local alignment search tool), a well known tool to the community of bioinformaticians, in this regard. The proposed method, thus applies the capability of BLAST, which enables the construction of genetic elements from raw sequences. For evaluating our algorithm, we have chosen Pokkali (a verity of rice) raw genome and few promoters of Japonica (another verity of rice) as our reference data. Experimental results demonstrated that our proposed algorithm could accurately construct the promoter sequences of Pokkali from its raw genome sequences.