Spaln3: improvement in speed and accuracy of genome mapping and spliced alignment of protein query sequences

Spaln3:提高基因组比对和蛋白质查询序列剪接比对的速度和准确性

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Abstract

MOTIVATION: Spaln is the earliest practical tool for self-sufficient genome mapping and spliced alignment of protein query sequences onto a mammalian-sized eukaryotic genomic sequence. However, its computational speed has become inadequate for the analysis of rapidly growing genomic and transcript sequence data. RESULTS: The dynamic programming calculation of Spaln has been sped up in two ways: (i) the introduction of the multi-intermediate unidirectional Hirschberg method and (ii) SIMD-based vectorization. The new version, Spaln3, is ∼7 times faster than the latest Spaln version 2, and its gene prediction accuracy is consistently higher than that of Miniprot. AVAILABILITY AND IMPLEMENTATION: https://github.com/ogotoh/spaln.

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