Several groups have developed ways around this by focusing on paralog-specific variants that are unique to a single gene duplicate. For example, this has been applied to early versions of the 1000 genomes data.https://science.sciencemag.org/content/330/6004/641.long …
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We applied QuicK-mer2 to these sequences and report the data in an easily viewable track hub that anyone can load.https://github.com/KiddLab/kmer_1KG …
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Coming back to where this thread started: when you look across thousands of samples it is not surprising that you find rare variants that were previously missed.
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At the APOBEC3 locus, we observed several rare CNVs. Including what appears to be a APOBEC3B duplication, as well as apparent variation at other family members such as APOBEC3C, APOBEC3D, and APOBEC3Fpic.twitter.com/7zoOYVjXfN
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Of course, this is only a copy-number estimate. The structure, sequence, and potential functional impact of this rare variation remains to be demonstrated.
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There are many other interesting examples of gene parlog variation in these samples. We think QuicK-mer2 will enable the routine assessment of such differences in the huge number of sequenced genomes now available.
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We hope the CNV data we released we will be useful to others, and look forward to applications that use the many other improved genome references now being constructed.
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Besides the data, the establishment of methods and formats were huge, under appreciated advances.
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Yes! I bore the students in our intro to computational genomics class with stories about the scary days of working with Solexa data prior to the SAM/BAM format. BAM, VCF--all standards that have enabled so much
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