[Home] [Server] [Queue] [About] [Remove] [Statistics]

I-TASSER results for job id S693336

(Click on S693336_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
H:Helix; S:Strand; C:Coil

  Predicted Solvent Accessibility

Sequence                  20
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
12o1uA 0.29 0.28 0.97 0.29Download QKKTFEINPRHPLIKDMLAVVLFETATLRSG-
27ml0A 0.12 0.19 0.81 0.94Download LDHGIDVAKTEEKLRTYEELNKQLIM------
44gdo 0.50 0.25 0.38 0.91Download ----------QRQLAEAHAQAK----------
55wyjM 0.25 0.25 0.75 0.91Download -----ELQKAHSEISELYANLVYKLDVLV---
62tmaA 0.13 0.28 0.97 1.15Download -ESDLERAEERAELSEGKCAELEEEIKTVTNN
72o0a 0.17 0.25 0.75 0.77Download --------ASTVEKELLRSRRLENSIIEQKGT
82fknA 0.43 0.47 0.72 0.22Download KPLSIALLGN---AAEVHHTLLN------RGV
92o0a 0.17 0.25 0.75 0.55Download --------ASTVEKELLRSRRLENSIIEQKGT
107expA 0.22 0.22 1.00 0.43Download RQPTLEINTGHKKLHALKDSNIYDNAMIAAGL
(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: SP3   4: HHSEARCH   5: wdPPAS   6: Neff-PPAS   7: HHSEARCH2   8: pGenTHREADER   9: HHSEARCH I   10: PROSPECT2   

   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=-1.49 (Read more about C-score)
  • Estimated TM-score = 0.53±0.15
  • Estimated RMSD = 4.6±3.0Å

  • Download Model 2
  • C-score = -2.37

  • Download Model 3
  • C-score = -4.45

  • Download Model 4
  • C-score = -4.49

  • Download Model 5
  • C-score = -5

  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
17nvlG10.722 1.790.0311.000Download
25mmmi0.720 1.890.1290.969Download
33f2sA0.719 2.410.0631.000Download
42yvaA0.719 1.440.0650.969Download
56zmqA0.719 1.670.0941.000Download
61orsC0.717 1.590.0311.000Download
71x92B0.717 1.470.0320.969Download
82kj9A0.715 1.540.0941.000Download
96o3vA0.715 1.640.0650.969Download

(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
10.10 361 4z31A Nuc.Acid Rep, Mult 16,17,20,21
20.10 354 2fkwM BCL Rep, Mult 20,23,24,27,28,31
30.10 396 3nteA FE Rep, Mult 12,13,14,15,16
40.10 384 2og0A Nuc.Acid Rep, Mult 17,19,20,23,24
50.07 271 4xk89 CLA Rep, Mult 13,14,17,18

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
10.2402zktB0.695 1.600.0631.000  NA
20.2253k96A0.694 1.860.0631.000  NA
30.2213ek6A0.702 2.130.0631.000  NA
40.2193dd6A0.696 1.900.1881.000  NA
50.2111olpA0.694 1.680.1251.000  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 0.320.7165 1.47 0.03 0.971x92B GO:0046872 GO:0016853 GO:0005975 GO:0009103 GO:0005737 GO:0005529 GO:0008968
2 0.220.7019 2.13 0.06 1.003ek6A GO:0033862 GO:0000166 GO:0005737 GO:0016310 GO:0006221 GO:0005524 GO:0016301 GO:0016740 GO:0008652 GO:0009041
3 0.220.7019 1.73 0.12 1.002r6gF GO:0015423 GO:0016021 GO:0015768 GO:0006810 GO:0005886 GO:0015609 GO:0008643 GO:0043190 GO:0005215 GO:0042956 GO:0016020
4 0.220.7101 1.83 0.00 1.001is1A GO:0005737 GO:0006412
5 0.210.6972 1.69 0.09 0.941mi6A GO:0016149 GO:0006415 GO:0003747 GO:0006412 GO:0005737
6 0.210.7041 2.00 0.03 1.003qz3A GO:0005488 GO:0006826 GO:0006879 GO:0008199 GO:0016491 GO:0046914 GO:0055114
7 0.210.6923 1.49 0.03 0.973bjzD GO:0009103 GO:0005737 GO:0046872 GO:0005975 GO:0016853 GO:0005529 GO:0008968
8 0.210.7188 1.44 0.07 0.972yvaA GO:0005975 GO:0005529 GO:0006260
9 0.210.7153 2.37 0.06 1.003g15A GO:0016772 GO:0016773
10 0.210.6332 1.68 0.03 0.843lf9A GO:0006412

Consensus prediction of GO terms
Molecular Function GO:0035639 GO:0032559 GO:0016776 GO:0019201 GO:0015422 GO:0005363 GO:0015608 GO:0008079 GO:0005529 GO:0008968
GO-Score 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.43 0.32 0.32
Biological Process GO:0072528 GO:0044106 GO:0006220 GO:0046394 GO:0009309 GO:0006796 GO:0042955 GO:0000017 GO:0015766 GO:0043624
GO-Score 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.44 0.43
Cellular Component GO:0005737 GO:0031224 GO:0071944 GO:0032991
GO-Score 0.67 0.44 0.44 0.44

(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 S693336_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.