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However, reads having many homologous sequences in the database due to high conservation among microbial families and lineages, lead to a rather "diffuse", but still correct read assignment: due to gene sharing, MEGAN assigns these reads to high-order taxa closer to the root (e.g. at genus level), thus avoiding probable false-positive assignments (MEGAN uses an LCA-based algorithm [13].).
These factors were used to correct read depth of each 1 Kb bin across the genome.
These factors were then used to correct read depth of each 1 Kb bin across the genome.
Known variants can be masked or substituted in the reference genome (Satya et al. 2012) but this strategy discards important information that can aid correct read alignment.
The novelty of the algorithm lays in its scalability and usage of paired k-mers from varied long sequence sources (Oxford Nanopore Technologies, Pacific Biosciences, draft sequences), without the need to correct read bases first.
How to sharpen pencils the correct (read: anachronistic, labor intensive) way.
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Q UAKE does correct reads but has severe memory limitations for large k and assumes uniform coverage.
Peaks can be scored by their maximum corrected read density or probability score.
CN of each 1 Kb non-overlapping bins were then estimated based on the G/C corrected read depth.
CN of each 1 Kb non-overlapping bin was then estimated based on the GC corrected read depth.
The corrected read density threshold is when the calculated probability drops below a pre-determined level (default— P < 0.001).
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