D-I-TASSER Q6ZWL3-D1

D-I-TASSER results for Q6ZWL3-D1

[Click result.zip to download all results on this page]

Input Sequence in FASTA format

>Q6ZWL3 (103 residues)
MAGLWLGLVWQKLLLWGAASALSLAGASLVLSLLQRVASYARKWQQMRPIPTVARAYPLV
GHALLMKPDGREFFQQIIEYTEEYRHMPLLKLWVGPVPMVALY

Predicted Secondary Structure

Sequence	20 40 60 80 100 \| \| \| \| \| MAGLWLGLVWQKLLLWGAASALSLAGASLVLSLLQRVASYARKWQQMRPIPTVARAYPLVGHALLMKPDGREFFQQIIEYTEEYRHMPLLKLWVGPVPMVALY
Prediction	CCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCCCSSCCHHHSCCCHHHHHHHHHHHHHHHCCCCSSSSSSCCCSSSSSC
Confidence	8323557766789999999999999999999999999999999999843999999866233334407899999999999999938998599988680289969
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 \| \| \| \| \| MAGLWLGLVWQKLLLWGAASALSLAGASLVLSLLQRVASYARKWQQMRPIPTVARAYPLVGHALLMKPDGREFFQQIIEYTEEYRHMPLLKLWVGPVPMVALY
Prediction	5313213322431233333233333333333333332243231242056146452320000001313453440042025105615643001013333333323
	Values range from 0 (buried residue) to 8 (highly exposed residue)

Predicted Contact, Hydrogen and Distance Map Used in D-I-TASSER simulation

Contact Map

Distance Map

Hydrogen bond networks

D-I-TASSER simulation is guided by the consensus contact map (left figure), distance map (middle figure) and Hydrogen bond network (right figure) derived based on confidence scores of AttentionPotential. In the contact, distance map and hydrogen bond networks, the axes mark the residue index along the sequence. For the contact map, each dot represents a residue pair with predicted contact, while for the distance map and hydrogen bond network, a color scale represents a distance of 1-20+ angstroms or a angle of 0-180 degree.

Top 10 threading templates used by D-I-TASSER

Rank

PDB
hit

ID1

ID2

Cov

Norm.
Zscore

Download
alignment

                  20                  40                  60                  80                 100

                   |                   |                   |                   |                   |

SS
Seq

CCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCCCSSCCHHHSCCCHHHHHHHHHHHHHHHCCCCSSSSSSCCCSSSSSC
MAGLWLGLVWQKLLLWGAASALSLAGASLVLSLLQRVASYARKWQQMRPIPTVARAYPLVGHALLMKPDGREFFQQIIEYTEEYRHMPLLKLWVGPVPMVALY

6w1wA

0.08

0.07

2.71

1.17

DEthreader

TKQWIECLQLLQKTLKQNITLTNEAQQVFTKSYNQAKNAEELLASSIQDGWEMVRAT---IGSQSIEVQ-QDL-DKLTQLQT--L-ASAQAIAITLS---T--

4k0fA2

0.15

0.14

4.59

1.40

HHsearch

IVGEALEYVNIGLSHFLALAQRISLIIIIPFIYNIVWQLL--YSL-RKDRPPVFYWIPWVGSAVVYGMK---PYEFFEECQKKY--GDIFSFVLLGRVMTVYL

6yrfA

0.09

3.35

1.00

DEthreader

SNEQNQMLNHVNAQLNAINSTLNIYLPKITSMLNEVMKQNHVLSLQIEFLSKLTYQIKVFEYLTFHDVTGNNGRSALKTASELITEKVYFILLQAKL-IQKFL

4k0fA

0.11

3.83

0.79

SPARKS-K

SIVGEALEYVNIGLSHFLALPLAQRISLIIIIPFIYNIVWQLLYSLRKDRPPLVFYIPWVGSAVVYGMK---PYEFFEECQKKYG--DIFSFVLLGRVMTVYL

7as90

0.03

1.79

0.76

MapAlign

KTPSENAQAYFTKYQKAKNSVAVVEEQIRLAQEEIEYFDQLIQQLSSAARDDIWLHTKDIPGSHVVIPDEQTIMEAATIAAYFDSSSVPVDYTTYDSQHTVFV

4k0fA2

0.12

4.10

0.82

CEthreader

SIVGEALEYVNIGLSHFLALPLAQRISLIIIIPFIYNIVWQLLYSLRKDRPPLVFYIPWVGSAVVY---GMKPYEFFEECQKKY--GDIFSFVLLGRVMTVYL

5t6qA1

0.24

0.17

5.14

0.72

MUSTER

----------------------------GFLKLLRLLLRRQRLARAMDS-FPGPPTHWLFGHALEIQKTG--SLDKVVTWTQQF--PYAHPLWVGQFGFLNIY

4k0fA

0.16

5.14

1.39

HHsearch

IVGEALEYVNIGLSHFLALLAQRISLIIIIPFIYNIVWQLL-YSLRKDRPPLVFYWIPWVGSAVVYGMK---PYEFFEECQKKY--GDIFSFVLLGRVMTVYL

5ylwA1

0.25

0.12

3.61

0.83

FFAS-3D

-------------------------------------------------LPPGPFPYPIVGNMLQLGANP---HQVFAKLSKRYG--PLMSIHLGSLYTVIV-

4k0fA2

0.17

0.16

5.09

0.73

EigenThreader

IVGEALEYVNIGLSHFLA------LAQRISLIIIIPFIYNIVWQLLYSRPPLVFYWIPWVGSAVVYGMKPYEFFEECQKKYG-----DIFSFVLLGRVMTVYL

(a)	ID1 is the number of template residues identical to query divided by number of aligned residues.
(b)	ID2 is the number of template residues identical to query divided by query sequence length.
(c)	Cov is equal the number of aligned template residues divided by query sequence length.
(d)	Norm. Zscore is the normalized Z-score of the threading alignments. A Normalized Z-score >1 means a good alignment and is highlighted in bold.
(e)	Download alignment lists the threading program used to identify the template, and provide the 3D structure of aligned regions of threading templates (threading[1-10].pdb.gz).
(f)	Template residues identical to query sequence are highlighted in color.

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.5564

(a)

D-I-TASSER simulations generate a large ensemble of structural conformations, i.e. decoys. These decoys are clustered by SPICKER based on pairwise structure similarity to report up to five final models from the five largest clusters. Models are ranked in descending order of cluster size. If the simulations converge well, it is possible to have less than 5 models generated, which is usually an indication of good model quality.

(b)

The model confidence is quantitatified by estimated TM-score (eTM-score), calculated based on significance of threading template alignments, contact map satisfaction rate, mean absolute error between distance of model and distance of AttentionPotential, and convergence of D-I-TASSER simulations. eTM-score is typically in the range of [0, 1], with higher eTM-score signifies higher model confidence.

Proteins with similar structure

Top 10 structural analogs in PDB (as identified by TM-align)

Rank	PDB Hit	TM-score	RMSD^a	IDEN^a	Cov.	Download Alignment
1	5c73C	0.64	3.51	0.050	0.874	model1_5c73C.pdb.gz
2	5l22B	0.62	3.10	0.049	0.854	model1_5l22B.pdb.gz
3	3odnA	0.62	3.63	0.052	0.893	model1_3odnA.pdb.gz
4	5ochA1	0.61	3.41	0.049	0.854	model1_5ochA1.pdb.gz
5	5wtiZ	0.59	3.53	0.063	0.854	model1_5wtiZ.pdb.gz
6	6ezvX	0.59	3.87	0.041	0.893	model1_6ezvX.pdb.gz
7	6w1wA	0.59	3.17	0.065	0.825	model1_6w1wA.pdb.gz
8	6wg3B3	0.59	3.43	0.078	0.835	model1_6wg3B3.pdb.gz
9	4l6rA	0.59	4.03	0.094	0.874	model1_4l6rA.pdb.gz
10	6thkA	0.59	4.17	0.049	0.883	model1_6thkA.pdb.gz

(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)	RMSD^a is the RMSD between residues that are structurally aligned by TM-align.
(d)	IDEN^a 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 Gene Ontology (GO) Terms

Molecular Function (MF)

GO term	Cscore^GO	Name
GO:0004497	1.00	monooxygenase activity

Download full result of the above consensus prediction.

Click the graph to show a high resolution version.

(a)

Cscore^GO is the confidence score of predicted GO terms. Cscore^GO values range in between [0-1]; where a higher value indicates a better confidence in predicting the function using the template.

(b)

The graph shows the predicted terms within the Gene Ontology hierachy for Molecular Function. Confidently predicted terms are color coded by Cscore^GO:

[0.4,0.5)

[0.5,0.6)

[0.6,0.7)

[0.7,0.8)

[0.8,0.9)

[0.9,1.0]

Biological Process (BP)

GO term	Cscore^GO	Name
GO:0044763	1.00	single-organism cellular process
GO:0006629	1.00	lipid metabolic process
GO:0044281	0.90	small molecule metabolic process
GO:0044237	0.90	cellular metabolic process
GO:0044255	0.87	cellular lipid metabolic process
GO:0032787	0.87	monocarboxylic acid metabolic process
GO:0010430	0.86	fatty acid omega-oxidation

Download full result of the above consensus prediction.

Click the graph to show a high resolution version.

(a)

Cscore^GO is the confidence score of predicted GO terms. Cscore^GO values range in between [0-1]; where a higher value indicates a better confidence in predicting the function using the template.

(b)

The graph shows the predicted terms within the Gene Ontology hierachy for Biological Process. Confidently predicted terms are color coded by Cscore^GO:

[0.4,0.5)

[0.5,0.6)

[0.6,0.7)

[0.7,0.8)

[0.8,0.9)

[0.9,1.0]

Cellular Component (CC)

GO term	Cscore^GO	Name
GO:0005789	1.00	endoplasmic reticulum membrane

Download full result of the above consensus prediction.

Click the graph to show a high resolution version.

(a)

Cscore^GO is the confidence score of predicted GO terms. Cscore^GO values range in between [0-1]; where a higher value indicates a better confidence in predicting the function using the template.

(b)

The graph shows the predicted terms within the Gene Ontology hierachy for Cellular Component. Confidently predicted terms are color coded by Cscore^GO:

[0.4,0.5)

[0.5,0.6)

[0.6,0.7)

[0.7,0.8)

[0.8,0.9)

[0.9,1.0]

Predicted Enzyme Commission (EC) Numbers

Top 5 enzyme homologs in PDB

Rank	Cscore^EC	PDB Hit	TM-score	RMSD^a	IDEN^a	Cov.	EC Number	Predicted Active Site Residues
1	0.060	1fziA	0.504	3.88	0.051	0.786	1.14.13.25	NA
2	0.060	1fd9A	0.524	3.73	0.020	0.816	5.2.1.8	NA
3	0.060	2e9fB	0.498	4.12	0.096	0.786	4.3.2.1	NA
4	0.060	1tj7A	0.539	3.59	0.060	0.786	4.3.2.1	NA
5	0.060	2np0A	0.477	2.84	0.029	0.612	3.4.24.69	NA

	Click on the radio buttons to visualize predicted active site residues.
(a)	Cscore^EC is the confidence score for the Enzyme Commission (EC) number prediction. Cscore^EC 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)	RMSD^a is the RMSD between residues that are structurally aligned by TM-align.
(d)	IDEN^a 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.

Predicted Ligand Binding Sites

Template proteins with similar binding site:

Rank	Cscore^LB	PDB Hit	TM-score	RMSD^a	IDEN^a	Cov.	BS-score	Lig. Name	Download Complex	Predicted binding site residues
1	0.08	2hydA	0.549	4.18	0.069	0.864	0.40	ADP	complex1.pdb.gz	66,73,76
2	0.01	3fs30	0.531	3.76	0.100	0.806	0.30	III	complex2.pdb.gz	4,7,8,11,12,14,15,17,18,19,21,22,24,25,28,29,32,33,35,36,39,40,43,44,100
3	0.01	1qzzA	0.366	4.80	0.056	0.699	0.12	SAM	complex3.pdb.gz	61,64,65,68,96,100
4	0.01	3c2wC	0.532	3.43	0.030	0.709	0.11	BLA	complex4.pdb.gz	62,63,77,80
5	0.01	1zg3A	0.586	2.87	0.049	0.806	0.20	2HI	complex5.pdb.gz	62,63,67,92,93,94,95
6	0.01	2hydA	0.549	4.18	0.069	0.864	0.22	ADP	complex6.pdb.gz	58,59,60,61,62
7	0.01	3gwzA	0.412	4.98	0.113	0.874	0.19	SAH	complex7.pdb.gz	29,33,37,95,96
8	0.01	1zgaA	0.555	3.21	0.039	0.806	0.21	HMK	complex8.pdb.gz	62,73,92,93,94
9	0.01	3gxoA	0.413	4.98	0.113	0.874	0.17	MQA	complex9.pdb.gz	38,41,42,45
10	0.01	1zgaA	0.555	3.21	0.039	0.806	0.19	SAH	complex10.pdb.gz	60,66,67,76,77

	Click on the radio buttons to visualize predicted binding site and residues.
(a)	Cscore^LB is the confidence score of predicted binding site. Cscore^LB values range in between [0-1]; where a higher score indicates a more reliable ligand-binding site prediction.
(b)	BS-score is a measure of local similarity (sequence & structure) between template binding site and predicted binding site in the query structure. Based on large scale benchmarking analysis, we have observed that a BS-score >1 reflects a significant local match between the predicted and template binding site.
(c)	TM-score is a measure of global structural similarity between query and template protein.
(d)	RMSD^a the RMSD between residues that are structurally aligned by TM-align.
(e)	IDEN^a is the percentage sequence identity in the structurally aligned region.
(f)	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.

[Click result.zip to download all results on this page]

References:
1.	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. In preparation, 2020.