Infer and visualize copy number from high-throughput DNA sequencing data.
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  1. # CNVkit
  2. > Author: Yaqing Liu
  3. >
  4. > E-mail: yaqing.liu@outlook.com
  5. >
  6. CNVkit is a Python library and command-line software toolkit to infer and visualize copy number from high-throughput DNA sequencing data. It is designed for use with hybrid capture, including both whole-exome and custom target panels, and short-read sequencing platforms such as Illumina and Ion Torrent.
  7. Official document: https://cnvkit.readthedocs.io/en/stable/index.html
  8. ## Install
  9. ```
  10. # activate choppy environment
  11. open-choppy-env
  12. # install app
  13. choppy install YaqingLiu/CNVkit
  14. ```
  15. ## Copy number calling pipeline
  16. ![image](https://cnvkit.readthedocs.io/en/stable/_images/workflow.png)
  17. ## Input
  18. ```json
  19. {
  20. "tumor_bam": [
  21. "oss://choppy-cromwell-result/...bam",
  22. "oss://choppy-cromwell-result/...bam",
  23. "oss://choppy-cromwell-result/...bam"
  24. ],
  25. "tumor_bai": [
  26. "oss://choppy-cromwell-result/...bai",
  27. "oss://choppy-cromwell-result/...bai",
  28. "oss://choppy-cromwell-result/...bai"
  29. ],
  30. "normal_bam": [
  31. "oss://choppy-cromwell-result/...bam",
  32. "oss://choppy-cromwell-result/...bam",
  33. "oss://choppy-cromwell-result/...bam"
  34. ],
  35. "normal_bai": [
  36. "oss://choppy-cromwell-result/...bai",
  37. "oss://choppy-cromwell-result/...bai",
  38. "oss://choppy-cromwell-result/...bai"
  39. ],
  40. "sample_id": "..."
  41. }
  42. ```
  43. ## Output
  44. A segment file and some intermediate *.cnn/cns will be generated, and the segment file can be imported into IGV.