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Signal Loss in CRAM 8-bin Compression for Long-Read Data

The use of CRAM 8-bin compression in long-read data analysis may lead to significant signal loss, particularly for high-quality bases that collapse into the top bin. This results in reduced SNP concordance, potentially affecting the accuracy of downstream analyses. The issue may be related to the binning strategy used in CRAM, which might not effectively preserve the useful signal in the data.

Computing & Technology, Computer Science, Data Structures & Algorithms