Applications and Challenges of Real-time Mobile DNA Analysis

被引:9
|
作者
Ko, Steven Y. [1 ]
Sassoubre, Lauren [2 ]
Zola, Jaroslaw [3 ]
机构
[1] SUNY Buffalo, Comp Sci & Engn, Buffalo, NY 14260 USA
[2] SUNY Buffalo, Civil Struct & Environm Engn, Buffalo, NY USA
[3] SUNY Buffalo, Comp Sci & Engn Biomed Informat, Buffalo, NY USA
关键词
Real-time mobile DNA analysis; mobile DNA sequencing; MinION;
D O I
10.1145/3177102.3177114
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The DNA sequencing is the process of identifying the exact order of nucleotides within a given DNA molecule. The new portable and relatively inexpensive DNA sequencers, such as Oxford Nanopore MinION, have the potential to move DNA sequencing outside of laboratory, leading to faster and more accessible DNA-based diagnostics. However, portable DNA sequencing and analysis are challenging for mobile systems, owing to high data throughput and computationally intensive processing performed in environments with unreliable connectivity and power. In this paper, we provide an analysis of the challenges that mobile systems must address to maximize the potential of portable DNA sequencing, and in situ DNA analysis. We explain the DNA sequencing process and highlight the main differences between traditional and portable DNA sequencing in the context of the actual and envisioned applications. We look at the identified challenges from the perspective of both algorithms and systems design, showing the need for careful co-design.
引用
收藏
页码:1 / 6
页数:6
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