ESTs have been useful for intra- and intergenomic comparisons, gene discovery, generation of single nucleotide polymorphisms (SNPs), cloning of genes from MStag peptide sequences, transcript pattern characterization, identifying splice variants, erroneous annotations in the genome database and incomplete prediction of gene structure [ 4, 5].
In addition to discovery, next generation sequencing platforms can be used to rapidly generate polymorphisms and genotype data for genetic mapping [ 30- 32].
In modern drug discovery process, generation of libraries of bioactive compounds with diverse structures plays an important role [8].
Here we review and discuss the reverse engineering of biological systems using top-down data-driven approaches, in order to improve discovery, hypothesis generation, and the inference of biological properties.
One hypothesis to explain the neglect within the main epistemological traditions is just that testimony will at best transmit knowledge, rather than playing a role in its discovery or generation, a hypothesis denied by anti-reductionists and others (Lipton 1998; Kusch 2002; Lackey 2008).
This format makes data analysis and storage easier for glycan profiling, which is helpful for biomarker discovery and generation of therapeutics [ 80].
Discovery and generation of iPS cells from somatic cells such as skin fibroblast is an important breakthrough in stem cell research in recent years.
The discovery and generation of various fluorescent proteins has greatly aided in the development of combinatorial multifluorescent labelling, allowing delineation of distinctly labelled fluorescent cells (Livet et al., 2007; Tsien, 2009).
As Sharon Begley remarked in her book, "Train Your Mind, Change Your Brain," "The discovery overturned generations of conventional wisdom in neuroscience.
Further Questions for Discussion: -What is the most influential scientific discovery of your generation?
Streaming services such as Spotify, which ensure that an artists' previous albums are available for discovery – and income generation – when a fan discovers a band via their fourth or fifth LP, could help lead labels away from breaking new artists and prioritising blockbuster hits.
