D-I-TASSER Q6IQ32-D1

D-I-TASSER results for Q6IQ32-D1

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

Input Sequence in FASTA format

>Q6IQ32 (100 residues)
MFQIPVENLDNIRKVRKKVKGILVDIGLDSCKELLKDLKGFDPGEKYFHNTSWGDVSLWE
PSGKKVRYSSAVVPVNQGVNSGVLQLSQPVVSGVLPVGQP

Predicted Secondary Structure

Sequence	20 40 60 80 100 \| \| \| \| \| MFQIPVENLDNIRKVRKKVKGILVDIGLDSCKELLKDLKGFDPGEKYFHNTSWGDVSLWEPSGKKVRYSSAVVPVNQGVNSGVLQLSQPVVSGVLPVGQP
Prediction	CCCCCCCCHHHHHHHHHHHHHHHHHHCHHHHHHHHHHHHCCCCCCCCSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
Confidence	9766632268999999999999999617999999999861699721122576201357777775122323430368787877424688666664358999
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 \| \| \| \| \| MFQIPVENLDNIRKVRKKVKGILVDIGLDSCKELLKDLKGFDPGEKYFHNTSWGDVSLWEPSGKKVRYSSAVVPVNQGVNSGVLQLSQPVVSGVLPVGQP
Prediction	7442317316404512540451025111620451064167243645214524143004244644435134231324442443234254332313244568
	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 DeepPotential. 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

CCCCCCCCHHHHHHHHHHHHHHHHHHCHHHHHHHHHHHHCCCCCCCCSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
MFQIPVENLDNIRKVRKKVKGILVDIGLDSCKELLKDLKGFDPGEKYFHNTSWGDVSLWEPSGKKVRYSSAVVPVNQGVNSGVLQLSQPVVSGVLPVGQP

5jpqj

0.08

3.16

0.66

CEthreader

CVMIRPLQDGNDPSWLGAFAADFHKRFTPFDHKRLESYADLMPTTGRLREAVKLSGLQQAILLALGLQRKDIDTLATELNLPGSQVLAIFMKIMRKVTQH

4xzcA

0.03

1.81

0.50

EigenThreader

SGIPLAVTSMVKVAELDGDAIELAKKSSALRAQGAWKAGITPVTFPTLSQFLFEMGMGACFGVVPVSSGHSKSLLNYKIGNPCAKEIVQLFRIQKAGFDL

3kyzA

0.10

0.09

3.34

0.42

FFAS-3D

-YFLAPADRHYLADYARQAEDAWRREGAAGAERFRKELSAKEDTWVALVGPHLESLGSTPLSASHLTFRKLDWPSRRLQDE------LPYVSIEFPGH--

2kpoA

0.10

3.69

0.67

SPARKS-K

-MLLYVLIISNDKKLIEEARKMAEKANLDELKKYLEEFRKESQNIKVLILVSNDEELDKAKELAQKMEIDVRTRKVTSPDEAKRWIKEFSEEGGSLEHHH

4eukB

0.18

0.06

1.96

0.41

CNFpred

--------FKKVDPHVHQLKGSSSSIGAQRVKNACVVFRSFC----------------------------------------------------------

6lqgB

0.08

0.07

2.77

1.00

DEthreader

PFT--T-ETVGQRALHSILNAAIMISVIVVMTILLVVLYYCY-KVHAWLIISSLLLFFAIWFGGIISM-FLIYDALRMLVEKKALPAPIS-IT-G-----

5jpqj2

0.02

1.53

0.84

MapAlign

-PLQDGNDPSWLGAFAADFHKRFLSLDHKRLESYANVLDLMPTIAQLYLREAVKLSGLQQAILLALGLQRKDIDTLATELNLPGSQVLAIFMKIMRKVTQ

5xvnE

0.23

0.18

5.66

0.66

MUSTER

MFDMPTDT-ASDRKAYRKFRKFLINEGFTANKAMLARLKQNNPQRGLIT---LLNVTEKQFSRMIY---------------HGEQDNRVANSDIVFLGE-

4i3hA

0.07

0.04

1.63

0.36

HHsearch

LYRLTNTDVVVLQEEEAELREKIAMLARTMYNLMKKELREVKKKFATPRLSSLED---------------------------------------------

5jpqj2

0.06

2.62

0.56

CEthreader

CVMIRPLQDGNDPSWLGAFAADFHKRFYHVVLDLMPTIAQLYFTGRLREAVKLSGLQQAILLALGLQRKDIDTLATELNLPGSQVLAIKIMRKVTQHFGA

(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	0.5191

(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 DeepPotential, 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	5ez3A	0.56	3.55	0.071	0.840	model1_5ez3A.pdb.gz
2	6lq8A2	0.55	3.85	0.040	0.820	model1_6lq8A2.pdb.gz
3	5a1sA	0.54	3.81	0.040	0.850	model1_5a1sA.pdb.gz
4	6at7B	0.53	3.60	0.034	0.800	model1_6at7B.pdb.gz
5	6xkwn	0.53	4.51	0.074	0.920	model1_6xkwn.pdb.gz
6	1r2jA	0.53	3.04	0.025	0.730	model1_1r2jA.pdb.gz
7	6wy9B	0.53	3.76	0.085	0.760	model1_6wy9B.pdb.gz
8	4av3A	0.53	4.30	0.043	0.920	model1_4av3A.pdb.gz
9	1w07B	0.53	3.99	0.096	0.840	model1_1w07B.pdb.gz
10	6iv9A2	0.52	3.78	0.043	0.810	model1_6iv9A2.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:0050662	0.39	coenzyme binding
GO:0000166	0.39	nucleotide binding

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:0044699	0.95	single-organism process
GO:0044763	0.94	single-organism cellular process
GO:0048869	0.88	cellular developmental process
GO:0060548	0.64	negative regulation of cell death
GO:1901700	0.58	response to oxygen-containing compound
GO:0051716	0.58	cellular response to stimulus
GO:0030307	0.58	positive regulation of cell growth
GO:0010033	0.58	response to organic substance
GO:0071300	0.52	cellular response to retinoic acid
GO:0034599	0.52	cellular response to oxidative stress
GO:0030182	0.52	neuron differentiation

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:0005634	1.00	nucleus
GO:0005615	1.00	extracellular space
GO:0005759	0.67	mitochondrial matrix
GO:0005739	0.67	mitochondrion
GO:0030424	0.54	axon
GO:0005737	0.54	cytoplasm
GO:0043025	0.50	neuronal cell body
GO:0030425	0.50	dendrite

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	1esmA	0.499	3.91	0.047	0.780	2.7.1.33	NA
2	0.060	3ii9C	0.506	3.99	0.012	0.750	1.3.99.7	NA
3	0.060	1jqiA	0.520	3.49	0.051	0.740	1.3.99.2	27
4	0.060	1udyA	0.506	3.31	0.038	0.740	1.3.99.3	NA
5	0.060	3no9A	0.496	4.53	0.034	0.820	4.2.1.2	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	0.02	3cf4A	0.512	4.28	0.092	0.890	0.40	SF4	complex1.pdb.gz	27,28,29,69,77,79
2	0.02	2zyaA	0.520	4.08	0.105	0.830	0.22	6PG	complex2.pdb.gz	23,26,27,30,31
3	0.01	2pg0A	0.511	3.61	0.103	0.730	0.14	FAD	complex3.pdb.gz	29,30,36,37,38,79
4	0.01	1pgnA	0.519	4.09	0.053	0.830	0.17	POP	complex4.pdb.gz	24,25,26,27,70
5	0.01	3cf4A	0.512	4.28	0.092	0.890	0.15	UUU	complex5.pdb.gz	27,76,78,80,92
6	0.01	2jifA	0.517	3.48	0.038	0.740	0.11	COS	complex6.pdb.gz	30,83,92
7	0.01	2r0nA	0.516	3.95	0.035	0.770	0.15	TGC	complex7.pdb.gz	19,20,23,24,27,58,76,79,80,96
8	0.01	2w8zB	0.519	4.08	0.074	0.830	0.25	6PG	complex8.pdb.gz	20,23,24,27,28
9	0.01	1rx0C	0.509	3.49	0.049	0.760	0.18	2MC	complex9.pdb.gz	19,22,23,26,90

	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, Qiqige Wuyun, Yang Li, Quancheng Liu, Xiaogen Zhou, Yiheng Zhu, P. Lydia Freddolino, Yang Zhang. Integrating deep learning potentials with I-TASSER for single- and multi-domain protein structure prediction. Submitted. 2023.