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1 matic function (identical Enzyme Commission, EC, number).
2 ons that are annotated with the same partial EC number.
3 y because of the ambiguous nature of partial EC numbers.
4 0% sequence identity have entirely identical EC numbers.
5 s on functional motifs of enzymes to predict EC numbers.
6 as a neural network architecture to predict EC numbers.
7 is split according to Enzyme Classification (EC) number.
8 first three digits of the enzyme commission (EC) number.
9 lytic functions using the Enzyme Commission (EC) number.
10 ic functions described by Enzyme Commission (EC) numbers.
11 re in the same classes of Enzyme Commission (EC) numbers.
12 281 +/- 94 pM, hypoxia-CM) and no change in EC number (35.6 +/- 5.9 x 10(3) ECs/cm2, normoxia-CM ver
14 ; however, to transfer all four digits of an EC number, above 60% sequence identity is needed to have
15 lassification of putative Enzyme Commission (EC) numbers across this proteome, and the computational
16 in each cluster, the proteins have the same EC number and all sequences are similar; (ii) selecting
17 duced the total apoptotic cell and apoptotic EC number and promoted the formation of blood vessels du
18 the Clusters of Orthologous Groups (COG) to EC numbers and a six-fold increase in mappings from COG
19 ty of protein functions - Enzyme Commission (EC) numbers and Gene Ontology (GO) terms - directly from
21 sts of species-specific enzymatic reactions (EC numbers) and generates a matrix of the potential comp
22 ere as sharing the first three digits of the EC number); and (ii) transformational analogues which ca
23 in Pfam family PF00294, a previously orphan EC number; and 3) epimerization of d-tagatose 6-phosphat
24 n-function relationships; (1) for sequences, EC numbers are typically assigned to whole sequences rat
25 zymes, as defined via the Enzyme Commission (EC) numbers, are likely to interact with a given query m
26 n of the OFT: alk5-/- OFTs exhibit increased EC numbers as well as extracellular matrix (ECM) and SMC
28 lactate to L-pyruvate by lactate oxidase (no EC number assigned) and the decarboxylation of L-pyruvat
30 creases in insulin and VEGF-induced pAkt and EC numbers by >50% without changes in angioblasts versus
31 n of EC, although it blocked the decrease in EC number caused by the removal of basic fibroblast grow
32 creening covers all seven enzyme commission (EC) number classes, setting the stage for widespread use
37 ne Ontology (GO) terms or Enzyme Commission (EC) numbers for AF2-predicted structures and (iii) pocke
38 onal annotations, such as enzyme commission (EC) number, for less-studied proteins or those with prev
40 dentify promiscuous enzymes with two or more EC numbers-functions that we demonstrate by systematic i
41 searching by keyword combinations, PDB IDs, EC numbers, GI numbers, LocusLink ID, taxonomy, gene ont
43 old to transfer the first three digits of an EC number; however, to transfer all four digits of an EC
45 Fams outperformed even the carefully curated EC numbers in terms of agreement of binding site residue
48 ngle and multi-domain proteins, variation in EC number is rare above 40 % sequence identity, and abov
49 ion of gene functions for genes with partial EC numbers is inconsistent with the activities implied b
50 We find that use of the Enzyme Commission (EC) numbers is necessary to enable efficient and accurat
54 e the Gene Ontology (GO); Enzyme Commission (EC) numbers; pathways from UniPathway; human phenotype o
55 despite a lack of clarity in the literature, EC number prediction is not a single problem; the challe
57 were identified for 45 of the 951 four-digit EC numbers present within the CSA and about half of thes
60 achine models to make overall assignments of EC number to an accuracy of 35% with the top-ranked pred
61 assignment of genes annotated with a partial EC number to many or all biochemical reactions that are
62 earning-enabled enzyme annotation) to assign EC numbers to enzymes with better accuracy, reliability,
63 enzymes with the same enzyme classification (EC) number using sensitive, iterative sequence database
64 rustworthy predictions of enzyme commission (EC) numbers with data-driven domain-relevant evidence, w