In addition, the cardiac oxygen consumption (VO2) was found to be significantly associated with the above cardiac function and oxidative stress parameters, suggesting VO2 was predictive for the levels of cardiac damage and oxidative stress.
Unfortunately, there is only a weak correlation between molecular genetic diversity and quantitative genetic variation (Hedrick 2001; Gilligan et al. 2005), and thus the levels of neutral variation are not predictive for the levels of adaptive variation.
Moreover, the adequacy of the predictive model equation for predicting the level of L. monocytogenes reduction was verified effectively by the validation data.
Regarding the GRN inference application, this idea underlies the Bayesian network formalism [ 16], but is more directly addressed by GENIE3 [ 20], a method which uses random forests to identify TF whose expression levels are predictive for the expression level of each TG, and which is now recognized as state-of-the-art on several benchmarks [ 20, 22].
However, a predictive value for the levels of Tregs was not found in patients treated with high dose chemotherapy and stem cell support in this study [ 45].
In conclusion, organization of the lipid coregulatory network strongly reflected lipid function across the diverse steps of TLR signaling, revealing a higher-level functional organization for membrane lipids with predictive power at the level of single lipids and the global lipid landscape.
The low GCS value associated with endothracheal intubation upon ED arrival may blur the predictive value of the level of brain injury for patient prognosis.
In retrospect, it would have been interesting to extend the period of inflammation and SF collection, and to include a direct evaluation of the articular cartilage at baseline as well as at study completion, since this would have allowed us to assess the predictive value of SF marker concentrations for the level of cartilage damage incurred.
When corrected for the level of BMI, the predictive nature of the oestrogen levels was considerably reduced because BMI correlates well with free plasma E2 level [ 5].
