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Moreover, to evaluate the 'Agreement' between different predictors of global subcellular localization and those detecting specific features, we split the predictions from the former according to cellular compartment, and grouped the predictions of IM proteins with predictors of TIMP α-helices (Table 1) and the predictions of OM proteins with predictors of TOMP β-barrels.
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Nevertheless, heterogeneity in the risk of requiring transfusion and infection was low, and the number of studies available was sufficient to conduct several meta-regression analyses to assess the interaction between different predictors and efficacy of intravenous iron therapy in increasing haemoglobin concentration.
In women, for the first time, a dose-response relationship between different predictors and the occurrence of symptomatic knee OA could be described.
The consensus between different predictors is the main indicator of prediction confidence, and most of these 84 verified proteins and their orthologs have signal peptides that can be consistently identified by at least two methods out of four.
The categories were assigned based on a consensus between these programs and the proteins were treated as ambiguous in case of a lack of agreement between different predictors.
Starting from these 217 candidates, integration of additional information collected by MESSA, such as the consensus between different predictors, other sequence features (transmembrane helices), features of the close homologs, the predicted function and spatial structures, allows us to propose a more confident list of 84 proteins that are likely secreted by the Sec pathway.
This shows that the comparison between different predictors is complicated, because the predictors were developed and optimized on different datasets.
MCA also gave an insight into associations between outcome and predictor variables, as well as associations between different predictor variables.
This allows comparisons between the goodness of different predictors.
Factor analysis was performed using principal components to determine weights of association between the five different predictors.
We find that ncRNA prediction performance can vary greatly between different gene predictors and subfamilies of ncRNA gene.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com