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This was empirically determined by increasing the sequence coverage 2.5-fold (to 43.5-fold total coverage) on the P-SSP7 WGSL library; this reduced the number of viral-contigs in the assembly (from 7 to 4), but did not improve the coverage bias (Figure 3).
By increasing the sequence depth of the samples the overlap between NEs for snap frozen and FFPE DNA increases, suggesting that with an increase of sequence coverage the rate of false positive calls in FFPE can be minimized (Supplementary Figure S3).
We show that sensitivity decreases with decreasing base calling quality towards the ends of sequence reads which can be compensated for by increasing the sequence coverage in the ends.
As revealed in Table 4, the difference in the STMs computed using the CSSBN and an analytical CSPBN approach is significantly reduced by increasing the sequence length L. However, the inaccuracies, due to the inherent stochastic fluctuations in stochastic computation, are generally small and thus negligible.
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These problems may be ameliorated by increasing the sequencing depth and by improving the taxonomic assignment of the sequences.
This bias is independent of the sequencing platform and cannot be avoided nor removed by increasing the sequencing coverage or the length of the reads.
Thus, in our study, the reduction of background noise and increase in detection sensitivity by increasing the sequencing depth of the method led to the same results.
Although the read-coverage is generally not complete for genes expressed at lower levels these gaps could potentially be filled by increasing the sequencing depth.
The 454 pyrosequencing single-end shotgun data presented difficulties that would, in several cases, not have been ameliorated by increasing the sequencing coverage (Additional file 1: Figure S1D).
By this approach, we not only increased the method sensitivity by increasing the sequencing depth, we also decreased amplification errors and thus the background noise by combining 12 independent PCR reactions.
Yet, a small number of genes discovered in the cDNA libraries did not generate BLAST hits in the Illumina transcriptome, which could be resolved by increasing the sequencing depth, enhancing the accuracy of the assembly, and perfecting gene annotation strategies.
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