A Fully Integrated Genetic Variant Discovery SoC for Next-Generation Sequencing
This research presents a genetic variant discovery SoC for analyzing Next-generation sequencing data which is embedded with the processor and connected with some peripherals. With hardware-optimized algorithm sBWT, we greatly speed up the process of short reads mapping by k-ordered FM-index and suffix grouping. After short reads mapping, we utilized de bruijn graph for sequence assembly to rebuild haplotypes, and built haplotypes are compared to the reference genome to detect genome variations. The detected variations are written to files for further clinical diagnosis and research analysis.
Existing NGS data analysis circuits mostly focus on optimizing part of the analysis pipeline. Our work integrates the entire data analysis pipeline, and becomes the first complete and fast NGS data analysis platform. Comparing to existing high-level GPU platform, our work achieved 66 times speed-up, and had 15000 and 3000 gains on energy efficiency and area efficiency, correspondingly. Our work achieved an accuracy of 99.6% when evaluated on test data provided by FDA.
The market value of next-generation sequencing industry is by acclamation to have exponential growth. However, downstream analysis for sequencing data is time-consuming, taking several days or even weeks which is not capable of in-time clinical diagnoses. To deal with this issue, our team developed Soc which is especially for variant calling, and greatly accelerated sequencing data analysis. By using our Soc, the entire analysis can be done in no more than 40 minutes. In addition, our Soc is fully portable, hence is able to be brought to clinical situation for in-time clinical diagnoses.
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National Yang Ming Chiao Tung University (NYCU) was formed in 2021 through the merger of National Yang Ming University and National Chiao Tung University. Located in Hsinchu, Taiwan, NYCU is a leading institution specializing in technology, engineering, medicine, and social sciences. The university is known for its strengths in research and innovation, particularly in areas such as information technology, biomedicine, and artificial intelligence. NYCU fosters interdisciplinary collaboration, global partnerships, and aims to nurture professionals with strong academic foundations and leadership skills to address societal challenges and contribute to technological advancements.
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