D-I-TASSER P07437

D-I-TASSER results for P07437

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

Summary of the Protein

Uniprot ID: P07437
Protein Name: Tubulin beta chain
Gene Name: TUBB

Input Sequence in FASTA format

>P07437 (444 residues)
MREIVHIQAGQCGNQIGAKFWEVISDEHGIDPTGTYHGDSDLQLDRISVYYNEATGGKYV
PRAILVDLEPGTMDSVRSGPFGQIFRPDNFVFGQSGAGNNWAKGHYTEGAELVDSVLDVV
RKEAESCDCLQGFQLTHSLGGGTGSGMGTLLISKIREEYPDRIMNTFSVVPSPKVSDTVV
EPYNATLSVHQLVENTDETYCIDNEALYDICFRTLKLTTPTYGDLNHLVSATMSGVTTCL
RFPGQLNADLRKLAVNMVPFPRLHFFMPGFAPLTSRGSQQYRALTVPELTQQVFDAKNMM
AACDPRHGRYLTVAAVFRGRMSMKEVDEQMLNVQNKNSSYFVEWIPNNVKTAVCDIPPRG
LKMAVTFIGNSTAIQELFKRISEQFTAMFRRKAFLHWYTGEGMDEMEFTEAESNMNDLVS
EYQQYQDATAEEEEDFGEEAEEEA

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

Contact Map

Distance Map

D-I-TASSER simulation is guided by the consensus contact map (left figure) and distance map (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.

Information of Domain

No. of Domain	Domain	Domain Boundary	Length of Domain	Models of Domain	Sequence
1	P07437-D1	1-248	248		MREIVHIQAGQCGNQIGAKFWEVISDEHGIDPTGTYHGDSDLQLDRISVYYNEATGGKYVPRAILVDLEPGTMDSVRSGPFGQIFRPDNFVFGQSGAGNNWAKGHYTEGAELVDSVLDVVRKEAESCDCLQGFQLTHSLGGGTGSGMGTLLISKIREEYPDRIMNTFSVVPSPKVSDTVVEPYNATLSVHQLVENTDETYCIDNEALYDICFRTLKLTTPTYGDLNHLVSATMSGVTTCLRFPGQLNA
2	P07437-D2	249-370	122		DLRKLAVNMVPFPRLHFFMPGFAPLTSRGSQQYRALTVPELTQQVFDAKNMMAACDPRHGRYLTVAAVFRGRMSMKEVDEQMLNVQNKNSSYFVEWIPNNVKTAVCDIPPRGLKMAVTFIGN
3	P07437-D3	371-444	74		STAIQELFKRISEQFTAMFRRKAFLHWYTGEGMDEMEFTEAESNMNDLVSEYQQYQDATAEEEEDFGEEAEEEA

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.8307

(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	6kppB	0.95	1.16	0.965	0.964	model1_6kppB.pdb.gz
2	6kppA	0.92	1.88	0.423	0.962	model1_6kppA.pdb.gz
3	3cb2A	0.91	2.00	0.339	0.957	model1_3cb2A.pdb.gz
4	2btoB	0.90	1.83	0.344	0.937	model1_2btoB.pdb.gz
5	7evbB	0.89	1.98	0.328	0.941	model1_7evbB.pdb.gz
6	5flzC	0.89	2.51	0.256	0.969	model1_5flzC.pdb.gz
7	1tubA1	0.52	2.15	0.388	0.549	model1_1tubA1.pdb.gz
8	3r3sA	0.37	4.01	0.050	0.453	model1_3r3sA.pdb.gz
9	3ba6A	0.29	7.35	0.045	0.484	model1_3ba6A.pdb.gz
10	1cruB	0.29	7.00	0.036	0.473	model1_1cruB.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:0005198	0.58	structural molecule 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:0009987	0.98	cellular process
GO:0044699	0.92	single-organism process
GO:0044763	0.90	single-organism cellular process
GO:0071840	0.61	cellular component organization or biogenesis
GO:0016043	0.60	cellular component organization

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	0.99	cell part
GO:0044424	0.97	intracellular part
GO:0044446	0.85	intracellular organelle part
GO:0044430	0.80	cytoskeletal part
GO:0043226	0.73	organelle
GO:0043229	0.66	intracellular organelle
GO:0005874	0.66	microtubule
GO:0043227	0.60	membrane-bounded organelle
GO:0044444	0.52	cytoplasmic part
GO:0043231	0.52	intracellular membrane-bounded organelle

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	1cgtA	0.412	6.23	0.053	0.610	2.4.1.19	108
2	0.060	1g5aA	0.392	6.71	0.052	0.610	2.4.1.4	NA
3	0.060	1vjpA	0.405	5.24	0.067	0.545	5.5.1.4	NA
4	0.060	2et6A	0.412	5.65	0.063	0.572	1.1.1.-	NA
5	0.060	1wvgA	0.392	5.06	0.047	0.509	4.2.1.45	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	0.94	3ryfB	0.945	1.48	0.965	0.973	1.90	GTP	complex1.pdb.gz	10,11,12,15,96,97,98,99,138,141,142,143,144,171,175,177,181,204,222,226
2	0.86	3n2gD	0.936	1.34	0.967	0.962	1.92	GDP	complex2.pdb.gz	10,11,12,16,138,140,143,144,177,204,222,225,226
3	0.48	3e22B	0.922	1.20	0.964	0.944	1.60	TZT	complex3.pdb.gz	11,15,72,220,221,222,223
4	0.34	3e22C	0.900	1.44	0.433	0.930	1.68	MG	complex4.pdb.gz	96,99,142,143
5	0.15	3hkdD	0.937	1.33	0.970	0.962	1.23	N16	complex5.pdb.gz	50,134,167,236,239,240,246,250,253,314,368
6	0.14	1ia0B	0.882	1.87	0.882	0.923	0.91	TXL	complex6.pdb.gz	23,227,234,270,272,273,274,318,358,359,360,361
7	0.07	2btq0	0.914	1.85	0.353	0.953	1.09	III	complex7.pdb.gz	29,30,245,321,355,359,362
8	0.07	2btq1	0.914	1.85	0.353	0.953	0.95	III	complex8.pdb.gz	129,251,252,254,255,256,258,259,260,261,312,344,345,347,348,350

	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.