D-I-TASSER Q96M83-D9

D-I-TASSER results for Q96M83-D9

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

Input Sequence in FASTA format

>Q96M83 (118 residues)
QEKKKITPGRERRNTRIVVPNENVISVHQDSKSKLQMQEKKQINSGVERHKTFPLEIKKK
DISLEHLLPEEKVLLSRSESQTKKLQAKVTSRETDIESLRGALGRRLLNDEFKTQSKS

Predicted Secondary Structure

Sequence	20 40 60 80 100 \| \| \| \| \| QEKKKITPGRERRNTRIVVPNENVISVHQDSKSKLQMQEKKQINSGVERHKTFPLEIKKKDISLEHLLPEEKVLLSRSESQTKKLQAKVTSRETDIESLRGALGRRLLNDEFKTQSKS
Prediction	CCCCCCCCCCCCCCCSSSCCCCCSSSSCCCHHHHHHHHHHHHCCCCHHHCCCCCCCCCCCCCCHHHCCCHHHHHHHHHHHHHHHHHHHHHHCHCHHHHHHHHHHHHHHHHHHHCCCCC
Confidence	9644678550024542542798615540104677899998632532110134675223456416650824677765456666535443221020189999999877764654026899
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 \| \| \| \| \| QEKKKITPGRERRNTRIVVPNENVISVHQDSKSKLQMQEKKQINSGVERHKTFPLEIKKKDISLEHLLPEEKVLLSRSESQTKKLQAKVTSRETDIESLRGALGRRLLNDEFKTQSKS
Prediction	8666635454645543122455421313553554244534552455355444141535555141541346543224446543552445246464415414431344124561555578
	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

CCCCCCCCCCCCCCCSSSCCCCCSSSSCCCHHHHHHHHHHHHCCCCHHHCCCCCCCCCCCCCCHHHCCCHHHHHHHHHHHHHHHHHHHHHHCHCHHHHHHHHHHHHHHHHHHHCCCCC
QEKKKITPGRERRNTRIVVPNENVISVHQDSKSKLQMQEKKQINSGVERHKTFPLEIKKKDISLEHLLPEEKVLLSRSESQTKKLQAKVTSRETDIESLRGALGRRLLNDEFKTQSKS

5yz0C

0.10

3.74

1.05

SPARKS-K

MSKNPSGKNRETVPIKDNFELEVLQAQYKELKEKMKVMEEEVLIKNGEIKILRDSLHQTESVLEEQRRSHFLLEQEKTQALSD-KEKEFSKKLQSLQSELQFKDAEMNELRTKLQTSE

2pffB

0.19

6.03

1.18

HHsearch

YVNKTHLPAGKQVEISLVNGAKNLVVGPPQSLYGLNLTLRKAKAPSGLDQSRIPFSERKLKFSNRVASPFHSLLVPASDLINKDLVKNNVSFGSISERIVDCIIRLPVKWETTTQFKA

4hdjA

0.07

2.83

0.49

CEthreader

RSVGDGQGDLYNLLEPAVDGSTIYAASAEGRVMAIQRETGDVLWKKDLERPVSGGVGVGYGLVLVGTLRGDVIALDEATGKKKWTKRVNSEVLSAQTQDDKLIGLDAASGDQRWIYES

4zryA

0.07

2.76

0.50

EigenThreader

LTTEIDNNIEQISSYKSEIT--ELRRNVQALEIELQSQLALKQSLEASLAETEGRYC----VQLSQIQAQISALEEQLQQIRAETECQNTEYQQLLDIKIRLENEIQTYRSLLEGE--

4pxtA

0.20

0.18

5.69

0.41

FFAS-3D

--RHKALDSQEK--------FATIIDSSLQSVEEHAKQHKKLEQLGASLPDAEELQNLQEELANERALAQQEDALLESQEQIKNLRSKNSISSVHLNKEESRLTRNHRIDDIKSG---

5yfpE2

0.11

0.10

3.64

1.01

SPARKS-K

--------FIKNVKFKEQLIDFENHSVIIETSMQNLINDVETVIKNESKIVKRVFEEKATHVIQLFI---QRVFAQKIEPRFEVLLRNSLSIS-NLAYVRILHGLFTLFGKFTKSLID

4bzjA

0.19

0.04

1.36

0.35

CNFpred

--------------------------------------------------------------------------------------------IAQRNEMLIKLGDRLKENGHRQDSLT

3c3lA

0.05

0.04

2.05

0.83

DEthreader

VYSLVGI---AQGTEARWKLLNIVNLLTVLAGLQWRLTATSNTAIKDDTRVNTITIGITQGESLVYTELQKATQS-LNNLA-----AAPAQA-GVAGIPFM-TIGTGWGNPIKVYYMA

6oycA1

0.05

2.32

0.95

MapAlign

---LVKKSGDLIAKVQFGEEGNLTHIDYFANEQIAKKYLSSILYYDNGGEAYQDYLAPSGERIMREYLREGDHHVEIIREKYLTYLHKEVSKSDTIIVSFILSVFIICDVVHVSP---

1w9rA

0.21

0.19

5.94

0.66

MUSTER

-----------GSHMPEKKVAEAEKKVEEAKKKAEDQKEEDRRNYPTNTYKTLELEIAESDVEVKKALVKEEAKEPRNEEKVKQAKAEVESKKAEATRLEKIKTDRKKAEEEAKRKAA

(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	0.408

(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	3rkoL	0.51	4.09	0.035	0.780	model1_3rkoL.pdb.gz
2	4he8L	0.51	3.86	0.009	0.754	model1_4he8L.pdb.gz
3	3aoeA	0.51	4.65	0.039	0.839	model1_3aoeA.pdb.gz
4	2bo8A	0.51	4.29	0.097	0.797	model1_2bo8A.pdb.gz
5	6xjhA	0.50	3.74	0.064	0.771	model1_6xjhA.pdb.gz
6	6tjvF	0.50	4.23	0.045	0.771	model1_6tjvF.pdb.gz
7	6y795	0.50	4.22	0.026	0.771	model1_6y795.pdb.gz
8	6elhA3	0.50	4.37	0.064	0.856	model1_6elhA3.pdb.gz
9	5ee7A1	0.50	3.99	0.047	0.805	model1_5ee7A1.pdb.gz
10	4l6rA	0.45	4.42	0.058	0.763	model1_4l6rA.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:0003824	0.64	catalytic activity
GO:0016638	0.57	oxidoreductase activity, acting on the CH-NH2 group of donors

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:0009987	0.84	cellular process
GO:0044699	0.79	single-organism process
GO:0044763	0.73	single-organism cellular process
GO:0071704	0.66	organic substance metabolic process
GO:0044237	0.66	cellular metabolic process
GO:0044710	0.62	single-organism metabolic process
GO:0006807	0.61	nitrogen compound metabolic process
GO:0044238	0.60	primary metabolic process
GO:1901564	0.57	organonitrogen compound metabolic process
GO:0019752	0.57	carboxylic acid metabolic process

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:0044464	1.00	cell part
GO:0044424	0.93	intracellular part
GO:0005737	0.62	cytoplasm
GO:0044444	0.54	cytoplasmic part

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	1orvA	0.404	5.02	0.018	0.763	3.4.14.5	NA
2	0.060	1aupA	0.458	4.80	0.017	0.864	1.4.1.2	NA
3	0.060	3d9wA	0.464	4.56	0.041	0.814	2.3.1.5	NA
4	0.060	1gw6A	0.463	4.61	0.059	0.814	3.3.2.6	NA
5	0.060	1z68A	0.449	4.46	0.076	0.814	3.4.21.-	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	0.01	3i0xA	0.472	4.03	0.044	0.763	0.14	QNA	complex1.pdb.gz	33,34,35,104
2	0.01	3rycA	0.355	5.03	0.069	0.695	0.13	GTP	complex2.pdb.gz	100,104,107
3	0.01	3hkdA	0.356	5.25	0.026	0.737	0.14	GTP	complex3.pdb.gz	2,3,18,21,22,23
4	0.01	3f10A	0.475	4.10	0.053	0.763	0.22	8HG	complex4.pdb.gz	9,35,36,39
5	0.01	1ia0A	0.475	4.91	0.053	0.881	0.12	GTP	complex5.pdb.gz	2,5,23,63,105
6	0.01	3i0wA	0.469	4.21	0.045	0.771	0.20	UUU	complex6.pdb.gz	15,102,103,106,110

	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.