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If you can convert the locations of these features into bed format you can try looking into the shuffleBed function in bedtools. That is, use the function to randomly shuffle the positions of the CNVs/features and tabulate how many times the overlaps occur (over say 1000 shuffles). You can specify a file to the function containing regions to exclude where a feature cannot exist, for example centromeric regions, and etc.
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Probability of Occurence
How do I determine the if the overlap of genetic mutations, ex: copy number variants (CNVs) with a particular set of genomic regions is more than expected by random chance?
I have a subset of a larger set of CNVs that were found to overlap a type of genomic region, but would like to do a simple statistic to demonstrate that the number of overlapping CNVs is greater that you would expect by random chance.
Thanks
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The complexity of cancer is clearly demonstrated in the diverse ecosystem of the tumor microenvironment (TME). The TME is made up of numerous cell types and its development begins with the changes that happen during oncogenesis. “Genomic mutations, copy number changes, epigenetic alterations, and alternative gene expression occur to varying degrees within the affected tumor cells,” explained Andrea O’Hara, Ph.D., Strategic Technical Specialist at Azenta. “As...-
Channel: Articles
07-08-2024, 03:19 PM -
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