首页> 外文会议>Asia-Pacific Bioinformatics Conference >Short read DNA fragment anchoring algorithm
【24h】

Short read DNA fragment anchoring algorithm

机译:短读取DNA片段锚定算法

获取原文

摘要

Background: The emerging next-generation sequencing method based on PCR technology boosts genome sequencing speed considerably, the expense is also get decreased. It has been utilized to address a broad range of bioinformatics problems. Limited by reliable output sequence length of next-generation sequencing technologies, we are confined to study gene fragments with 30~50 bps in general and it is relatively shorter than traditional gene fragment length. Anchoring gene fragments in long reference sequence is an essential and prerequisite step for further assembly and analysis works. Due to the sheer number of fragments produced by next-generation sequencing technologies and the huge size of reference sequences, anchoring would rapidly becoming a computational bottleneck.Results and discussion: We compared algorithm efficiency on BLAT, SOAP and EMBF. The efficiency is defined as the count of total output results divided by time consumed to retrieve them. The data show that our algorithm EMBF have 3-4times efficiency advantage over SOAP, and at least 150 times over BLAT. Moreover, when the reference sequence size is increased, the efficiency of SOAP will get degraded as far as 30%, while EMBF have preferable increasing tendency.Conclusion: In conclusion, we deem that EMBF is more suitable for short fragment anchoring problem where result completeness and accuracy is predominant and the reference sequences are relatively large.
机译:背景:基于PCR技术的新出现的下一代测序方法显着提高了基因组测序速度,费用也降低了。它已被利用来解决广泛的生物信息学问题。通过可靠的输出序列长度的下一代测序技术的限制,我们被限制为研究具有30〜50 bps的基因片段,并且它比传统基因片段长度相对较短。在长参考序列中锚定基因片段是进一步组装和分析工作的必要和先决条件。由于下一代测序技术和巨大的参考序列产生的碎片数量庞大,锚定会迅速成为计算瓶颈。结果和讨论:我们比较了Blat,SOAP和EMBF的算法效率。效率被定义为总输出结果的计数除以耗时以检索它们。数据显示,我们的算法嵌入率在肥皂上具有3-4倍的效率优势,并且在BLAT上至少150倍。此外,当参考序列尺寸增加时,肥皂的效率将变得降低至30%,而胚均优选增加趋势。结论:总结,我们认为嵌入式更适合于造成的短片段锚定问题并且精度是主要的,并且参考序列相对较大。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号