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Delly

基于分裂读段和双端读段信号的结构变异检测算法,能够发现缺失、重复、倒位和易位等大规模基因组变异。 该方法结合多种信号源提高检测灵敏度,是结构变异检测领域的代表性工具之一。

PropertyValue
Purpose检测基因组结构变异(缺失、重复、倒位、易位)
Time ComplexityO(n * c)
Space ComplexityO(n)
Year2012
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

Manta · LUMPY · GRIDSS

Tags

structural-variant split-read paired-end sv-detection

Released under the MIT License.