While the designation of priority gene regions is certainly commendable, the presence of advantageous characteristics for phylogenetic analysis in these genes has been questioned [5], [17], and the temporal ranges (i.e. taxonomic levels) over which different gene regions are most informative have never been thoroughly investigated in broad comparisons across the order.
For challenge 2, asking which experiment was the most informative had to be combined with a strategy to explore the network topology to find missing links.
With regard to the relationship between pathological and clinical findings, the most informative contribution has been provided by Koçak et al. (2012) who reviewed retrospectively 28 patients with Hashimoto's thyroiditis referred to their department because of unexplained haematuria, proteinuria or renal impairment.
Summary: Often, the most informative genes have to be selected from different gene sets and several computer gene ranking algorithms have been developed to cope with the problem.
Analyses focused specifically on recovery of the operated kidney appear to be most informative, yet have only included limited numbers of patients.
The dominant medical information is of low quality and do not comply with general quality scores although the most informative sites have comprehensive content about the menopause including the recent results of the WHI and MW studies.
From those results, the most informative proteins have been selected manually and displayed (using the checkboxes and "Display" button on the results page).
Similar to the distribution of methylation differences noted for the top 56 loci, the 1,000 most informative loci had a mean difference of 0.60 with a standard deviation of 0.20 log2 units.
It was observed that the 250th most informative gene had a p-value between classes less than 0.001 thus giving an idea about the level of information that the genes imparted to the system.
For instance, a set of six key histone modifications (H3K4me1, H3K4me3, H3K9ac, H3K9me3, H3K27me3, H3K36me3) was initially defined for human epigenome analysis by the Roadmap Epigenomics Consortium to be most informative, and having relatively well-known function and antibodies of reasonable quality [ 3].
