The software tools described in the section below enable (1) systematic annotation of peptides to their respective HLA allele, (2) visualization of HLA peptidomic datasets, and (3) generation of HLA class I allele-specific peptide spectral libraries, which can be converted into high quality assay libraries for the processing of SWATH-data.
In practical terms, however, two major obstacles block the adaptation of small animals, such as C. elegans, to high-throughput, high-content screening protocols: the absence of 1) high-quality assays and 2) an automated system to capture, analyze and store data documenting the biological effects of thousands of compounds [41].
These provide valuable information from low-throughput but high-quality assays to aid in assigning function to SNVs.
Based on our studies using transgenic animals expressing misfolded sGFP ATZ, we concluded that the ArrayScan VTI and the BioApplication programs possessed the automation, speed and sensitivity to generate a high-quality assay that would permit the quantitative assessment of compound libraries on a continuous physiological variable, such as misfolded protein accumulation.
To extract quantitative information from digital SWATH-MS data, high-quality assay libraries are required.
Regarding the presented assay validation data, it can be stated that a high-quality assay was achieved.
The result is a high-quality assay with Z′ factors around 0.8, which is suitable for semi-quantitative affinity measurements and applicable to various binding modes.
Understanding and controlling sources of variability is not only imperative for delivering high-quality assay results, but ultimately for controlling the size and expense of research studies.
The estimated proportion of loci that lead to high-quality assay of INDEL assay was 63%, since 76 loci giving high quality genotypes out of 120 polymorphic loci were successfully incorporated to INDEL genotyping panel.
The idea here was to provide a proof-of-principle that building high-quality assay libraries from synthetic peptides could be useful for the identification of non-self HLA-bound peptides.
