An accelerated Vidjil algorithm: up to 30X faster identification of V(D)J recombinations via spaced seeds and Aho-Corasick pattern matching

Giulio Ermanno Pibiri
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Abstract

VDJ recombination is a crucial process in the immune system, where a V (variable) gene, a D (diversity) gene, and a J (joining) gene are randomly combined to create unique antigen receptor genes. This process generates a vast diversity of antibodies and T-cell receptors, essential for recognizing and combating a wide array of pathogens. By identifying and quantifying these VDJ recombinations, we can gain a deeper and more precise understanding of the immune response, enhancing our ability to monitor and manage immune-related conditions
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加速的 Vidjil 算法:通过间隔种子和 Aho-Corasick 模式匹配,V(D)J 重组的识别速度提高了 30 倍
VDJ重组是免疫系统中的一个关键过程,在这一过程中,V(可变)基因、D(多样性)基因和J(连接)基因随机组合,产生独特的抗原受体基因。这一过程产生了种类繁多的抗体和 T 细胞受体,对于识别和对抗各种病原体至关重要。通过识别和量化这些 VDJ 重组,我们可以更深入、更精确地了解免疫反应,从而提高我们监测和管理免疫相关疾病的能力。
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