To summarize the data from an abundant but heterogeneous and unformatted literature, we constructed two tables.
We obtained the raw gene expression profiles from the CMap and used the data from the most abundant microarray platform (HT-HG-U133A).
Jungreis I, Lin MF, Spokony R, Chan CS, Negre N, Victorsen A, White KP, Kellis M, 2011, Data from: Evidence of abundant stop codon readthrough in Drosophila and other metazoa (Genome Res. 2011 21: 2096-2113), http://genome.cshlp.org/content/suppl/2011/09/28/gr.119974.110.DC1/Data1_DmelReadthroughCandidates.txt, Freely available online through the Genome Research Open Access option (Supp Data1.txt ).
Incremental decision tree (hoffding tree or VFDT) uses a statistic result (hoffding bounds) to guaranteeing that we can learn from abundant data within practical time and memory constraints.
To assess the gene expression patterns during embryogenesis, we turned to mouse, where expression data are abundant from all developmental stages.
The model drew on abundant data from tests of ignition temperatures and burning times of new materials.
The abundant data from such experimental systems are very useful for numerical model development and validation.
Abundant data from cell cultures, animal models and human epidemiological studies suggest that the IGF system is implicated in the development of malignancies, including GBM (Pollak, 2004; Lonn et al, 2008).
To make a thorough investigation of the gas genesis in the Jiyang Depression, the authors collected abundant data from exploration wells with commercial gas flow including 472 sets of natural gas composition data, 293 sets of carbon isotope ratio data (both hydrocarbon gas and carbon dioxide), and 69 sets of light hydrocarbon properties data (Fig. 2).
Based on the abundant data from close well spacing, in combination with the understanding of sedimentary facies and reservoir architecture, this study builds the 3-D reservoir architecture model to show the spatial distribution of different architectural elements and intercalations (mud drapes) under the control of third-, fourth- and fifth-order bounding surfaces.
