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cuteSV

面向长读段测序数据的结构变异检测工具,通过对不同变异类型信号的聚类分析识别基因组变异。 该方法对插入、缺失、倒位和易位等变异类型均有良好检测效果,适用于 Nanopore 和 PacBio 数据分析。

PropertyValue
Purpose基于长读段数据通过信号聚类检测结构变异
Time ComplexityO(n * c)
Space ComplexityO(n)
Year2020
CategoryVariant Calling

Complexity Analysis

  • Time Complexity: O(n * c)
  • Space Complexity: O(n)

Performance Insight: The time complexity of this algorithm is polynomial. Linear space can often be reduced by constant factors via sliding-window techniques.

Note: Complexity analysis is based on theoretical models. Actual runtime is affected by input scale, hardware, and implementation optimizations. Benchmark for your specific workload.

Literature & Implementation

Sniffles2 · Delly · Manta

Tags

structural-variant long-read clustering nanopore

Released under the MIT License.