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I-TASSER results for job id S693431

(Click on S693431_results.tar.bz2 to download the tarball file including all modeling results listed on this page. Click on Annotation of I-TASSER Output to read the instructions for how to interpret the results on this page. Model results are kept on the server for 60 days, there is no way to retrieve the modeling data older than 2 months)

  Submitted Sequence in FASTA format


  Predicted Secondary Structure

Sequence                  20                  40                  60                  80                 100                 120                 140                 160                 180                 200                 220                 240                 260                 280                 300                 320                 340                 360                 380
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H:Helix; S:Strand; C:Coil

  Predicted Solvent Accessibility

Sequence                  20                  40                  60                  80                 100                 120                 140                 160                 180                 200                 220                 240                 260                 280                 300                 320                 340                 360                 380
                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |
Values range from 0 (buried residue) to 9 (highly exposed residue)

   Predicted normalized B-factor

(B-factor is a value to indicate the extent of the inherent thermal mobility of residues/atoms in proteins. In I-TASSER, this value is deduced from threading template proteins from the PDB in combination with the sequence profiles derived from sequence databases. The reported B-factor profile in the figure below corresponds to the normalized B-factor of the target protein, defined by B=(B'-u)/s, where B' is the raw B-factor value, u and s are respectively the mean and standard deviation of the raw B-factors along the sequence. Click here to read more about predicted normalized B-factor)

  Top 10 threading templates used by I-TASSER

(I-TASSER modeling starts from the structure templates identified by LOMETS from the PDB library. LOMETS is a meta-server threading approach containing multiple threading programs, where each threading program can generate tens of thousands of template alignments. I-TASSER only uses the templates of the highest significance in the threading alignments, the significance of which are measured by the Z-score, i.e. the difference between the raw and average scores in the unit of standard deviation. The templates in this section are the 10 best templates selected from the LOMETS threading programs. Usually, one template of the highest Z-score is selected from each threading program, where the threading programs are sorted by the average performance in the large-scale benchmark test experiments.)

Rank PDB
                   20                  40                  60                  80                 100                 120                 140                 160                 180                 200                 220                 240                 260                 280                 300                 320                 340                 360                 380
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(a)All the residues are colored in black; however, those residues in template which are identical to the residue in the query sequence are highlighted in color. Coloring scheme is based on the property of amino acids, where polar are brightly coloured while non-polar residues are colored in dark shade. (more about the colors used)
(b)Rank of templates represents the top ten threading templates used by I-TASSER.
(c)Ident1 is the percentage sequence identity of the templates in the threading aligned region with the query sequence.
(d)Ident2 is the percentage sequence identity of the whole template chains with query sequence.
(e)Cov represents the coverage of the threading alignment and is equal to the number of aligned residues divided by the length of query protein.
(f)Norm. Z-score is the normalized Z-score of the threading alignments. Alignment with a Normalized Z-score >1 mean a good alignment and vice versa.
(g)Download Align. provides the 3D structure of the aligned regions of the threading templates.
(h)The top 10 alignments reported above (in order of their ranking) are from the following threading programs:
       1: FFAS-3D   2: SPARKS-X   3: HHSEARCH2   4: HHSEARCH I   5: Neff-PPAS   6: HHSEARCH   7: pGenTHREADER   8: wdPPAS   9: PROSPECT2   10: SP3   

   Top 5 final models predicted by I-TASSER

(For each target, I-TASSER simulations generate a large ensemble of structural conformations, called decoys. To select the final models, I-TASSER uses the SPICKER program to cluster all the decoys based on the pair-wise structure similarity, and reports up to five models which corresponds to the five largest structure clusters. The confidence of each model is quantitatively measured by C-score that is calculated based on the significance of threading template alignments and the convergence parameters of the structure assembly simulations. C-score is typically in the range of [-5, 2], where a C-score of a higher value signifies a model with a higher confidence and vice-versa. TM-score and RMSD are estimated based on C-score and protein length following the correlation observed between these qualities. Since the top 5 models are ranked by the cluster size, it is possible that the lower-rank models have a higher C-score in rare cases. Although the first model has a better quality in most cases, it is also possible that the lower-rank models have a better quality than the higher-rank models as seen in our benchmark tests. If the I-TASSER simulations converge, it is possible to have less than 5 clusters generated; this is usually an indication that the models have a good quality because of the converged simulations.)
    (By right-click on the images, you can export image file or change the configurations, e.g. modifying the background color or stopping the spin of your models)
  • Download Model 1
  • C-score=-0.72 (Read more about C-score)
  • Estimated TM-score = 0.62±0.14
  • Estimated RMSD = 8.3±4.5Å

  • Download Model 2
  • C-score = -1.08

  • Download Model 3
  • C-score = -2.19

  • Download Model 4
  • C-score = -2.83

  • Download Model 5
  • C-score = -2.72

  Proteins structurally close to the target in the PDB (as identified by TM-align)

(After the structure assembly simulation, I-TASSER uses the TM-align structural alignment program to match the first I-TASSER model to all structures in the PDB library. This section reports the top 10 proteins from the PDB that have the closest structural similarity, i.e. the highest TM-score, to the predicted I-TASSER model. Due to the structural similarity, these proteins often have similar function to the target. However, users are encouraged to use the data in the next section 'Predicted function using COACH' to infer the function of the target protein, since COACH has been extensively trained to derive biological functions from multi-source of sequence and structure features which has on average a higher accuracy than the function annotations derived only from the global structure comparison.)

Top 10 Identified stuctural analogs in PDB

to view
RankPDB HitTM-scoreRMSDaIDENaCovAlignment
17w72K0.843 1.460.5030.868Download
24aw9A0.641 2.150.2620.684Download
34fguA0.637 2.110.1950.679Download
45zbiA0.636 2.310.1820.684Download
56l4vA0.636 2.390.1630.684Download
66ysaA0.635 2.250.1600.682Download
75h0iA0.634 2.300.1860.682Download
86xt5A0.632 2.420.1600.682Download
96idvA0.632 2.350.1770.682Download
106aztA0.631 2.310.2180.679Download

(a)Query structure is shown in cartoon, while the structural analog is displayed using backbone trace.
(b)Ranking of proteins is based on TM-score of the structural alignment between the query structure and known structures in the PDB library.
(c)RMSDa is the RMSD between residues that are structurally aligned by TM-align.
(d)IDENa is the percentage sequence identity in the structurally aligned region.
(e)Cov represents the coverage of the alignment by TM-align and is equal to the number of structurally aligned residues divided by length of the query protein.

  Predicted function using COFACTOR and COACH

(This section reports biological annotations of the target protein by COFACTOR and COACH based on the I-TASSER structure prediction. While COFACTOR deduces protein functions (ligand-binding sites, EC and GO) using structure comparison and protein-protein networks, COACH is a meta-server approach that combines multiple function annotation results (on ligand-binding sites) from the COFACTOR, TM-SITE and S-SITE programs.)

  Ligand binding sites

to view
Ligand Binding Site Residues
10.21 27 2ql5A PEPTIDE Rep, Mult 39,144,145,146,185,187
20.18 16 4aw9A PEPTIDE Rep, Mult 41,42,144,145,146,185,187,214,225,228,229,264
30.04 5 1I4OA 1I4OA00 Rep, Mult 41,214,215,216,217,218,229
40.04 5 1shjB NXN Rep, Mult 194,195,203,205,267,269
50.02 2 3dekA RXD Rep, Mult 146,147,187

Download the residue-specific ligand binding probability, which is estimated by SVM.
Download the all possible binding ligands and detailed prediction summary.
Download the templates clustering results.
(a)C-score is the confidence score of the prediction. C-score ranges [0-1], where a higher score indicates a more reliable prediction.
(b)Cluster size is the total number of templates in a cluster.
(c)Lig Name is name of possible binding ligand. Click the name to view its information in the BioLiP database.
(d)Rep is a single complex structure with the most representative ligand in the cluster, i.e., the one listed in the Lig Name column.
Mult is the complex structures with all potential binding ligands in the cluster.

  Enzyme Commission (EC) numbers and active sites

to view
TM-scoreRMSDaIDENaCovEC NumberActive Site Residues
10.2112wdpD0.445 3.470.1230.521  NA
20.1962nn3D0.477 3.270.1120.550  NA
30.1852j30A0.460 3.210.1340.524  NA
40.1781k88A0.465 3.170.1240.529 3.4.22.-  NA
50.1763e4cA0.481 3.690.1070.574  NA

 Click on the radio buttons to visualize predicted active site residues.
(a)CscoreEC is the confidence score for the EC number prediction. CscoreEC values range in between [0-1];
where a higher score indicates a more reliable EC number prediction.
(b)TM-score is a measure of global structural similarity between query and template protein.
(c)RMSDa is the RMSD between residues that are structurally aligned by TM-align.
(d)IDENa is the percentage sequence identity in the structurally aligned region.
(e)Cov represents the coverage of global structural alignment and is equal to the number of structurally aligned residues divided
by length of the query protein.

  Gene Ontology (GO) terms
Top 10 homologous GO templates in PDB 
RankCscoreGOTM-scoreRMSDaIDENaCovPDB HitAssociated GO Terms
1 0.230.4815 3.69 0.11 0.573e4cA GO:0004197 GO:0006508 GO:0006915 GO:0008234
2 0.180.4773 3.27 0.11 0.552nn3D GO:0008233 GO:0016787 GO:0008234 GO:0006915 GO:0004197 GO:0006508
3 0.170.4734 3.75 0.10 0.562fp3A GO:0004197 GO:0006508 GO:0006915 GO:0008234
4 0.170.4674 3.13 0.13 0.531jxqA GO:0004197 GO:0006508 GO:0006915 GO:0008234
5 0.170.4604 3.21 0.13 0.522j30A GO:0001782 GO:0006309 GO:0045786 GO:0006917 GO:0042981 GO:0008624 GO:0034612 GO:0030264 GO:0004861 GO:0008234 GO:0005634 GO:0008631 GO:0030216 GO:0046007 GO:0008635 GO:0009611 GO:0045736 GO:0005737 GO:0005829 GO:0006921 GO:0005739 GO:0006974 GO:0008625 GO:0009411 GO:0043029 GO:0045165 GO:0016787 GO:0001836 GO:0007507 GO:0051402 GO:0004197 GO:0043066 GO:0008629 GO:0048011 GO:0005730 GO:0007605 GO:0006508 GO:0006915 GO:0005654 GO:0005515 GO:0008233 GO:0005886 GO:0030889
6 0.170.4589 2.85 0.13 0.513od5A GO:0010033 GO:0004175 GO:0005634 GO:0004197 GO:0006915 GO:0008233 GO:0005515 GO:0002525 GO:0010039 GO:0043525 GO:0046670 GO:0016787 GO:0042542 GO:0043065 GO:0006917 GO:0002088 GO:0009408 GO:0009749 GO:0010038 GO:0010243 GO:0034097 GO:0006921 GO:0006508 GO:0005654 GO:0005829 GO:0032355 GO:0033574 GO:0005737 GO:0008234 GO:0010332
7 0.170.4643 3.43 0.11 0.531gqfA GO:0004197 GO:0005792 GO:0005789 GO:0006915 GO:0001836 GO:0005654 GO:0005829 GO:0006508 GO:0008234 GO:0005737 GO:0007507 GO:0008629 GO:0031966 GO:0005515 GO:0006917 GO:0016787 GO:0009411 GO:0005625 GO:0008233 GO:0008635 GO:0006921 GO:0007568
8 0.170.4530 3.23 0.13 0.523bijA GO:0004197 GO:0006508
9 0.170.4653 3.17 0.12 0.531k88A GO:0006921 GO:0006917 GO:0004197 GO:0005625 GO:0007568 GO:0007507 GO:0005792 GO:0016787 GO:0005789 GO:0008629 GO:0006915 GO:0008635 GO:0001836 GO:0031966 GO:0005654 GO:0009411 GO:0005829 GO:0005515 GO:0006508 GO:0008233 GO:0008234 GO:0005737
10 0.170.4582 3.05 0.14 0.521i4eB GO:0004197 GO:0006508 GO:0006915 GO:0008234

Consensus prediction of GO terms
Molecular Function GO:0004197 GO:0016538 GO:0030291
GO-Score 0.64 0.35 0.35
Biological Process GO:0006508 GO:0008624 GO:0007169 GO:0006919 GO:0030888 GO:0050954 GO:0071901 GO:0071763 GO:0034097 GO:0002260
GO-Score 0.64 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35 0.35
Cellular Component GO:0071944 GO:0031981 GO:0043232 GO:0044444
GO-Score 0.35 0.35 0.35 0.35

(a)CscoreGO is a combined measure for evaluating global and local similarity between query and template protein. It's range is [0-1] and higher values indicate more confident predictions.
(b)TM-score is a measure of global structural similarity between query and template protein.
(c)RMSDa is the RMSD between residues that are structurally aligned by TM-align.
(d)IDENa is the percentage sequence identity in the structurally aligned region.
(e)Cov represents the coverage of global structural alignment and is equal to the number of structurally aligned residues divided by length of the query protein.
(f)The second table shows a consensus GO terms amongst the top scoring templates. The GO-Score associated with each prediction is defined as the average weight of the GO term, where the weights are assigned based on CscoreGO of the template.

[Click on S693431_results.tar.bz2 to download the tarball file including all modeling results listed on this page]

Please cite the following articles when you use the I-TASSER server:
  • Wei Zheng, Chengxin Zhang, Yang Li, Robin Pearce, Eric W. Bell, Yang Zhang. Folding non-homology proteins by coupling deep-learning contact maps with I-TASSER assembly simulations. Cell Reports Methods, 1: 100014 (2021).
  • Chengxin Zhang, Peter L. Freddolino, and Yang Zhang. COFACTOR: improved protein function prediction by combining structure, sequence and protein-protein interaction information. Nucleic Acids Research, 45: W291-299 (2017).
  • Jianyi Yang, Yang Zhang. I-TASSER server: new development for protein structure and function predictions, Nucleic Acids Research, 43: W174-W181, 2015.