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The LAD method starts with a pre-processing procedure for the selection of a significant support set of genes, on which the proposed prognostic system will be constructed.
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After adjusting for a selection of covariates, a significant, protective effect of overweight and obesity on all-cause mortality was found in AMI patients without diabetes (overweight: hazard ratio (HR) 0.73, 95% confidence interval (CI) 0.58-0.93; p=0.009; obesity: HR 0.64, 95% CI 0.47-0.87; p=0.004).
The method begins with the selection of a socially significant issue or controversy in which there is a lack of dialogue among the relevant stakeholders.
This method overcame some problems in this kind of studies, such as arbitrary selection of a few significant genes or high false discovery rate when individually examining a set of genes.
Moreover, the identification of candidate pathways for signatures of selection is a significant step towards understanding accession diversification and their adaptation to the environment.
In contrast to CEC1 and GNBP-B1 however, McDonald-Kreitman tests of positive selection indicated a significant excess of fixed non-synonymous differences between An. arabiensis and An.
This is an interesting hypothesis to be further tested, as it would be a striking example of sexual selection driving a significant excess of non-African ancestry.
The stepwise-selection process included an alternation between forward selection of a set of significant markers and backward elimination of markers that did not retain significance at the selected threshold after additional markers were placed in the model.
Comparison of results across methods resulted in the selection of a set of significant markers as promising candidates for further work.
Based on current patient selection criteria, a significant proportion of recipients of cardiac resynchronization therapy (CRT) do not respond to treatment.
Our microarray results have been validated by Q-RT-PCR assays with a selection of fifteen significant genes covering a broad range of expression patterns and intensities [ 7].
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