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Protein alignments were performed with ClustalW2.0.9 [ 90] for all or selected subsets of TvBspA sequences and took advantage of the iteration process (iteration on the final alignment for all 911 TvBspA or for each step for reduced set of sequences) that allow improvement of the alignment quality.
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Moreover, the N50 contig size, which is a more robust measure than the mean or median to characterize the contig's size distribution, stays the same for the reduced set.
The main reason for producing a reduced set was for use in the annotation step, shorter transcripts were less likely to be protein coding and able to be annotated, also transcripts less than 200 bp in length cannot be submitted to the NCBI Transcriptome Shotgun Assembly database (TSA).
In order to identify the set of organisms in which the retention of a gene is most predictive of essentiality, we first selected a small group of organisms likely to be predictive for the E. coli essential list, and then computed the accuracy for all subsets of this reduced set.
Additionally, we observed substitution saturation in the 16S-alignments (Iss 1.071 >Iss·c 0.784 for large taxon set; Iss 1.02 >Iss·c 0.750 for reduced taxon set).
However, we identified substitution saturation in the third codon position (Iss 0.830 >Iss·c 0.771 for large taxon set; Iss 0.753 >Iss·c 0.737 for reduced taxon set) and subsequently removed third codon positions from the alignments.
The length distribution of transcripts for the total and reduced sets is shown in Figure 1.
The main contribution is a sound and complete process for reducing the set of possible hypotheses called Sequential Plan Recognition SPRR).
This paper introduces an efficient and simple method for reducing the set of samples used for training a neural network.
Currently, the most potent filters for reducing the set of novel and potentially causal mutations in rare diseases are based on variation data from population scale sequencing efforts such as the 1000 genomes project (www.1000genomes.org).org
The probable other reasons for reduced fruit set include reduced pollen viability, low pollen loads on stigmas, the absence of pollen tubes at the base of the style, small population size, space limitation, genetic load and climatic change which can cause low fruit set (Lamont et al. 1993; Hermanutz et al. 1998; Dorken and Eckert 2001).
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CEO of Professional Science Editing for Scientists @ prosciediting.com