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The new laws might also serve to normalize less theatrical restrictions.
To some extent, the median of the four widely spaced replicate subgrids would normalize less severe systematic end-to-end and side-to-side variations in hybridization intensity that might be produced by automated hybridization station solution injection, since increased hybridization in one area would tend to be compensated by decreased hybridization in another.
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The 24-hour post infection period may have been non-optimal for expression of some genes, and since the EST library was not normalized the less abundant transcripts may have gone undetected.
The main idea underlying this choice is to identify the threshold that maximizes the filtering similarity among replicates, i.e. one where most genes tend to either have normalized counts less than or equal to the cutoff in all samples (i.e. filtered genes) or greater than the cutoff in all samples (i.e. non-filtered genes).
Over the next 96 h intravenous nicardipine (dose range of 2 10 µg/kg/min) and furosemide (0.1 mg/kg/h) were infused in an attempt to normalize BP to less than the 90th percentile for height (126/8 1mmHg).
Results were normalized with the less variable housekeeping gene available in the array, beta-actin, and a significant (p < 0.05).
However, the sum of normalized reads was less in mES cells than MEF (Fig. 1E), as we had observed (Islam et al., 2011).
Interestingly, in a review, de Luca (1997) states that the amplitude of the EMG signal should be normalized to values less than 80%MVC.
For example, 95% (19 of 20 probes) of the 2 bp staggered probes representing the smallest deletion (4 bp present in the E207 mutant line) had a log2 ratio normalized intensity of less than −0.4.
The direction displaying larger overlap was taken, and the obtained overlap value normalized between 0 (less than or equal to random overlap) and 1 (complete overlap; scripts available on request).
In recent years, many ad hoc procedures have been used to filter RNA-seq data, such as filtering genes with a total or mean normalized read count less than a specified threshold.
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