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Compared to hierarchical clustering methods, MethPed enable classification of single samples as generated forests can be saved for future use on other data.
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In our proposed design, for each iteration it is necessary to optimize power distribution of the generated samples as well as computing the performance or the objective function of all samples.
Limitations to the sensitivity and resolution of current technologies for studying gene expression mean that when using samples as small as those generated from single cells we are inevitably faced with amplifying cellular mRNA.
The concentrations of toxic elements in the leachates generated from the treated ash samples as well as the leachates generated from the mortars containing these ash samples are well within the regulatory limits.
All these genes exhibited strong expression in the three sorted samples, as they generated at least 50,000 reads (Table S2).
Of all the samples, the sample generated using ZnCl2 as an activating agent showed a maximum dye removal efficiency of 93.5% at a carbonization temperature of 750 °C, a pH of 2 and an adsorbent dosage of 0.15 g/25 ml.
Use of an ultrasharp wedge as a sectioning method has been used in biological sample preparation and ultrathin samples (as thin as 40 nm) are generated with either glass or diamond wedges [14].
The characteristics of 10 selected genes are indicated in Table 2. RT-qPCR was performed on the samples used for microarray analysis as well as on samples generated from four additional independent experiments.
Very often, a paired "input sample" is generated as well using all the RNA for measuring the entire transcriptome background (please refer to [ 7] for a more comprehensive protocol of this approach).
Two-color array CGH data for the HCC samples was generated essentially as described [ 37].
Fig. 5 a Western blot analysis of COX-2 in HCA-7 and HCT-116 cell lysates as well as tumor samples generated from these cells.
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