We present two techniques designed to address the problem: state space visualization and protocol annotation and share the positive experience with applying them, in terms of making the debugging process more efficient.
The important elements include a data curating protocol, annotation scheme, and quality controls.
The most populated field in terms of protocol annotation was the library_construction_protocol field of the experiment table (Experiment:library_construction_protocol).
The collected data included on-site sound level, audio recordings from which psychoacoustic descriptors such as Loudness and Sharpness were calculated, perceptual ratings using the Swedish Soundscape Quality protocol, and annotations of physical features such as Occupancy.
"All steps" indicates the number of fields containing all three types of protocol step annotation, i.e. they all have keywords from each of the keyword lists.
Our examination of the effects of library construction/sequencing methods, mapping protocols, sequence annotations and statistical treatment of data on estimates of RXE may also prove to be incomplete as RNA-seq data analysis continues to mature.
Recent articles have raised concerns about the lack of reproducibility of drug testing data even in established cell lines and have suggested standardization of laboratory protocols, drug annotations and drug-response scoring metrics (Hatzis et al., 2014, Yadav et al., 2014).
A cornerstone of the InterPro GO annotation protocol is that curators annotate an InterPro entry, and not to the individual sequence; this is the key difference between InterPro GO annotations and those provided by manual annotation efforts.
PtGen2 chips, detailed protocols, complete annotation files, and the.gal file can be obtained by contacting the authors.
A single reference species is identified, in this protocol the mm10 annotation, 46, 47 and the annotation file is downloaded in the GFF format.
