Integrating gene expression and metabolic profiles. Vol. 279 (2004) 27124-27137
Year: 2005
Type: article
Abstract: There was an error in the legends to Figs. 5 and 7. The legends should read as follows: Fig. 5. TG gene selection and metabolic function prediction.A, TG gene frequency. GA/PLS was run 14 times with different initial populations. The frequency at which each gene appeared in the 14 solutions was counted and plotted. Those genes that appeared with a frequency higher than 8 were selected into the final gene subset (shown in Table I) for prediction and pathway reconstruction. B, PLS prediction of TG. The level of TG accumulation was predicted based upon the expression level of the genes selected by GA/PLS. [H, A] and [L,0] were used for training, [H,0] was used for monitoring, and [L, A] was used for testing and validating the PLS model. The mean square error of the PLS prediction model was 0.0425. Fig. 7. PLS prediction of urea synthesis. The level of urea synthesis was predicted based upon the expression level of the genes selected by GA/PLS. [H, A] and [L,0] were used for training, [H,0] was used for monitoring data, and [L, A] was used for testing and validating the PLS model. The mean square error of the PLS prediction model was 0.0125.
Source: Journal of Biological Chemistry
Authors: Zheng Li, Christina Chan
Language: English
Subfield: Molecular Biology
Domain: Life Sciences
Open Access status: hybrid
Estimated APC paid: $3,430
OpenAlex ID: W1486090145