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Their network structure, evaluated as consistency of CT and PPI, reflects the cooperation of transcriptional regulation and implementing protein function, with this type of structure ensuring stable regulation.
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To identify the active site pocket and/or determine the relevance of a given pocket to protein function, TuberQ implements two different analyses that rely on (i) the information from the CSA (Catalytic Site Atlas, 41) and (ii) a PFAM position site importance criteria (42).
The identified protein-coding regions are annotated using the high-throughput protein function annotation methods implemented in PIPA [3].
Automated protein function prediction is typically implemented under the assumption that the functions of labeled proteins are complete; that is, there are no missing labels.
SVM is widely applied for protein function prediction and is also implemented for MTP classification [ 1].
Besides the manually curated database of known TDP-43 mutations, the analysis functions implemented in PRO-MINE include: (a) prediction of mutational effects on protein function and (b) protein sequence annotation with mutations.
This approach as implemented within the StralSV system allows identification of invariant residues (often essential to protein function), unusual variants and regions, which tolerate sequence variation.
Such annotation is often implemented by using standard gene ontology (GO), which has a rich vocabulary for describing protein function.
We implement a new method based on Support Vector Machines that takes as input the protein variant and the protein function, as described by its associated Gene Ontology terms.
& Ofran, Y. Automatic prediction of protein function.
Protein function and protein structure.
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