Experience with parallel and distributed computing, and using High Performance Computing clusters (Windows and Linux) is desired.
In another approach of defining pathogenicity clusters, windows of size 3 kb were searched for secreted effectors.
After that, a matrix for multivariate data analysis was generated by the software with a mass clustering window of 0.005 Da and the retention time clustering window of 0.2 min. The matrix covered the information of the retention time, m/z and the ion intensity for each picked peak.
However, in practice, MDH epidemiologists do not use a strict 2-week cluster window when investigating clusters.
If a larger cluster window is chosen, specificity decreases but the search is more sensitive to targets whose binding sites are distributed more sparsely.
The results of this study suggest that the use of a 2-week cluster window is sufficiently sensitive to detect most outbreaks.
The application of an irregularly shaped scan test such as the elliptic scan test is an alternative method; however there is no justification for testing an irregularly shaped cluster window of weather phenomena.
Raw VCF files were filtered with the GATK standard filter method and other parameters (cluster Window Size: 10; MQ0 ≥ 4 and (MQ0/(1.0*DP)) > 0.1; QUAL < 10; QUAL < 30.0 or QD < 5.0 or HRun > 5).
We then analysed the presence of hotspots of integrations and CIS in all our datasets in vitro and in vivo normalizing the size of the clustering window for the number of integrations retrieved in each group.
SNPs were called using Unified Genotyper in the Genome Analysis Toolkit (GATK) [ 35], and the variants were filtered as follows: cluster window size of 10, quality of depth (QD) of <5 and genotype quality (GQ) of <30.
