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huerqiang avatar huerqiang commented on August 23, 2024
  1. differential_cnv was written a long time ago, and diff_CNV is an improved version. I recommend diff_CNV as the standard process in the documentation of the package. The results of both functions are reasonable.
  2. The reason why differential_cnv uses 0.5 as the threshold is based on such grouping:
    Less than 0.5: homozygous loss.
    -0.5 to 1.5: hemizygotic deletion.
    1.5 to 2.5: normal copy number .
    2.5 to 3.5: Copy number amplification
    More than 3.5: high-level amplification.
  3. diff_CNV directly processes the Gene Level Copy Number Scores files obtained by TCGA, and its grouping method is as follows https://docs.gdc.cancer.gov/Data/Bioinformatics_Pipelines/CNV_Pipeline/.
  4. The fisher exact test is more accurate than the chi-square test, so I use it in the new function.

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xuexingwangzhedishitian avatar xuexingwangzhedishitian commented on August 23, 2024

thank you for your reply.
I have been read the CNV analysis workflown(https://docs.gdc.cancer.gov/Data/Bioinformatics_Pipelines/CNV_Pipeline/).
I still have some problems.
The genotype files with continuous copy number values are generated by GITSIC. Based on the cutoff of 0.3, copy number values could be transfered into -1,0 and 1. Processed file is named the Gene Level Copy Number Scores files. I want to know the funciton of differential_cnv is applicable for the output genotype files with continuous copy number values generated by GITSIC.
I am glad for you reply.

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huerqiang avatar huerqiang commented on August 23, 2024

It is not suitable for continuous data and needs to be converted to discrete data.

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xuexingwangzhedishitian avatar xuexingwangzhedishitian commented on August 23, 2024

I mean wether the 0.5 cutoff of the function of differential_cnv is applicable to the output focal-level files that generated by GITSIC as follows.
Gene Symbol Gene ID Cytoband TCGA-27-2519-01A-01D-0784-01 TCGA-06-5408-01A-01D-1694-01
ACAP3 116983 1p36.33 0.000 -0.873
ACTRT2 140625 1p36.32 0.000 -0.873
.....
Thank you for your reply again.

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huerqiang avatar huerqiang commented on August 23, 2024

I suggest that the threshold value should be 0.3 recommended by TCGA official website now.

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xuexingwangzhedishitian avatar xuexingwangzhedishitian commented on August 23, 2024

Thanks for your reply. I get it.

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