As reported in many recent publications, in order to incorporate the sequence order information, the pseudoamino acid composition [ 10, 11] or Chou's PseAAC [ 60] was proposed.
To incorporate the sequence feature and the TF binding preference into the model, we set the binding affinity φ = k/d, and (1) can be reformulated as (2) d x d t = β k φ r (t ) 1 + k φ r (t ) + c - ω x, here k is a scaling parameter.
For instance, libraries generated for the analysis of both genome-wide interactions (e.g. e4C seq) and reduced representation bisulphite sequencing rely upon restriction enzyme digestion to fragment the library and incorporate the sequencing adapters, leaving a partial restriction enzyme recognition sequence present at the beginning of all fragments within the library [4], [5], [6].
The amplified PCR fragments then served as templates for a second ("universal") PCR step to incorporate the sequencing adapters and unique barcodes to enable Illumina DNA sequencing.
We then trained a hidden Markov model (HMM) to identify the labels of the CRMs by incorporating the sequence motifs recognized by these TFs and the ChIP-chip ratio.
Incorporating the sequence preference of the RNase digestion into the model can partially recover the information.
The NCBI mRNA for this gene now incorporates the sequence we identified for exon 15 [GenBank:NM_001205221.1].
Thus, we incorporated the sequence NPFEE within a head-to-tail cyclic peptide, with the hypothesis that cyclization would stabilize the β-turn and preorganize the binding epitope.
Both lncRNAs showed identical expression levels (distinct probes incorporating the sequence variation were used to detect these two lncRNAs) and were significantly enriched with Sin3A.
Using the construction of NAAIRS2 as an example, the first PCR incorporated the sequence encoding the NAAIRS amino acids at positions 2 7 by amplifying the 5′ end of RIF2 using NAAIRS2 reverse primer, Rif2 forward primer, and the template p406-Rif2.
To provide greater depth of insight into the operative mutational processes, we incorporated the sequence context in which mutations occurred, by considering the bases immediately 5′ and 3′ to each mutated base.
