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The calibrated model was then verified by performing factorial-design based experiments for various process operating conditions assessing process performance on a larger bed height column.

MMDiff is specifically designed to detect differences between different ChIP-Seq data sets, however, its main idea can also be used to address the more general problem of detecting differences in other sequencing based experiments, for example in DNase-Seq or CAGE-Seq data sets.

The physiology of E. superba has been studied in a number of laboratory based experiments for periods of up to 5 months using non-specialised facilities [25], [26], [29].

The identification of miRNA and their targets is important not only to help us learn more about the roles of miRNAs in stevia development and physiology but also to provide a framework for further designing RNAi based experiments for regulation of gene expression in this species.

The program Tagenerator is capable of generating tag sequences that combine genome absence with good priming properties for RT-PCR basexperimentsnts, circumventing the effects of genomic DNA contamination in an RNA sample.

Similar to the above experiments, different time span based experiments are also performed for updating the prior model based on the short-term model.

For sequencing based experiments, raw data was processed using FASTX-Toolkit (http://hannonlab.cshl.edu/fastx_toolkit/).edu/fastx_toolkit/

This clonal population was used for all reporter based experiments.

Here, we have discussed the major considerations involved in designing a CRISPR/Cas9 based screening experiment for identification of synthetic lethal targets.

DasGupta and colleagues pointed out that there was a lack of strict correlation between predicted OT-related hits and FPs as confirmed by validation experiments [ 18]. Figure 6(a) shows the reproducibility rates for OT-related and OT-unrelated hits based on the validation experiment for the Hh signaling pathway.

This paper addresses the topic of model based design of experiments for the identification of nonlinear dynamic systems.

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