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RAiSD detects positive selection based on multiple signatures of a selective sweep and SNP vectors

机译:RAiSD基于选择性扫描和SNP矢量的多个特征来检测阳性选择

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摘要

Selective sweeps leave distinct signatures locally in genomes, enabling the detection of loci that have undergone recent positive selection. Multiple signatures of a selective sweep are known, yet each neutrality test only identifies a single signature. We present RAiSD (Raised Accuracy in Sweep Detection), an open-source software that implements a novel, to our knowledge, and parameter-free detection mechanism that relies on multiple signatures of a selective sweep via the enumeration of SNP vectors. RAiSD achieves higher sensitivity and accuracy than the current state of the art, while the computational complexity is greatly reduced, allowing up to 1000 times faster processing than widely used tools, and negligible memory requirements.
机译:选择性扫描在基因组中局部保留了不同的特征,从而能够检测出最近经过阳性选择的基因座。选择性扫描的多个签名是已知的,但是每个中立性测试仅标识一个签名。我们提出了RAiSD(扫描检测的准确性提高),这是一种开源软件,据我们所知,该软件实现了一种新颖的无参数检测机制,该机制依赖于通过SNP矢量枚举进行的选择性扫描的多个签名。与现有技术相比,RAiSD实现了更高的灵敏度和准确性,同时大大降低了计算复杂性,与广泛使用的工具相比,处理速度提高了多达1000倍,并且对内存的要求可以忽略不计。

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