D-I-TASSER Q9H4B7

D-I-TASSER results for Q9H4B7

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

Summary of the Protein

Uniprot ID: Q9H4B7
Protein Name: Tubulin beta-1 chain
Gene Name: TUBB1

Input Sequence in FASTA format

>Q9H4B7 (451 residues)
MREIVHIQIGQCGNQIGAKFWEMIGEEHGIDLAGSDRGASALQLERISVYYNEAYGRKYV
PRAVLVDLEPGTMDSIRSSKLGALFQPDSFVHGNSGAGNNWAKGHYTEGAELIENVLEVV
RHESESCDCLQGFQIVHSLGGGTGSGMGTLLMNKIREEYPDRIMNSFSVMPSPKVSDTVV
EPYNAVLSIHQLIENADACFCIDNEALYDICFRTLKLTTPTYGDLNHLVSLTMSGITTSL
RFPGQLNADLRKLAVNMVPFPRLHFFMPGFAPLTAQGSQQYRALSVAELTQQMFDARNTM
AACDLRRGRYLTVACIFRGKMSTKEVDQQLLSVQTRNSSCFVEWIPNNVKVAVCDIPPRG
LSMAATFIGNNTAIQEIFNRVSEHFSAMFKRKAFVHWYTSEGMDINEFGEAENNIHDLVS
EYQQFQDAKAVLEEDEEVTEEAEMEPEDKGH

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	Q9H4B7-D1	1-451	451		MREIVHIQIGQCGNQIGAKFWEMIGEEHGIDLAGSDRGASALQLERISVYYNEAYGRKYVPRAVLVDLEPGTMDSIRSSKLGALFQPDSFVHGNSGAGNNWAKGHYTEGAELIENVLEVVRHESESCDCLQGFQIVHSLGGGTGSGMGTLLMNKIREEYPDRIMNSFSVMPSPKVSDTVVEPYNAVLSIHQLIENADACFCIDNEALYDICFRTLKLTTPTYGDLNHLVSLTMSGITTSLRFPGQLNADLRKLAVNMVPFPRLHFFMPGFAPLTAQGSQQYRALSVAELTQQMFDARNTMAACDLRRGRYLTVACIFRGKMSTKEVDQQLLSVQTRNSSCFVEWIPNNVKVAVCDIPPRGLSMAATFIGNNTAIQEIFNRVSEHFSAMFKRKAFVHWYTSEGMDINEFGEAENNIHDLVSEYQQFQDAKAVLEEDEEVTEEAEMEPEDKGH

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.7667

(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	0.94	0.68	0.809	0.951	model1_6kppB.pdb.gz
2	6kppA	0.91	1.96	0.407	0.947	model1_6kppA.pdb.gz
3	3cb2A	0.90	2.02	0.334	0.942	model1_3cb2A.pdb.gz
4	2btoB	0.89	1.76	0.358	0.922	model1_2btoB.pdb.gz
5	5flzC	0.87	2.61	0.228	0.953	model1_5flzC.pdb.gz
6	1tubA1	0.51	2.24	0.382	0.541	model1_1tubA1.pdb.gz
7	3r3sA	0.36	4.10	0.060	0.446	model1_3r3sA.pdb.gz
8	3ba6A	0.34	7.00	0.041	0.550	model1_3ba6A.pdb.gz
9	1cruB	0.30	6.64	0.030	0.468	model1_1cruB.pdb.gz
10	3vhlA	0.26	5.88	0.041	0.368	model1_3vhlA.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	0.75	structural molecule activity
GO:1901363	0.71	heterocyclic compound binding
GO:0097159	0.71	organic cyclic compound binding
GO:0005200	0.68	structural constituent of cytoskeleton
GO:0032555	0.62	purine ribonucleotide binding
GO:0032550	0.62	purine ribonucleoside binding
GO:0035639	0.61	purine ribonucleoside triphosphate binding
GO:0003824	0.50	catalytic 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	0.94	single-organism process
GO:0044763	0.92	single-organism cellular process
GO:0071840	0.69	cellular component organization or biogenesis
GO:0016043	0.67	cellular component organization
GO:0007017	0.57	microtubule-based 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	0.99	cell part
GO:0044424	0.97	intracellular part
GO:0044446	0.85	intracellular organelle part
GO:0044430	0.81	cytoskeletal part
GO:0043226	0.73	organelle
GO:0005874	0.67	microtubule
GO:0043229	0.64	intracellular organelle
GO:0043227	0.60	membrane-bounded organelle
GO:0044444	0.52	cytoplasmic part
GO:0043231	0.51	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	1cygA	0.408	6.59	0.021	0.630	2.4.1.19	NA
2	0.060	2wanA	0.397	6.55	0.066	0.601	3.2.1.41	224
3	0.060	1b90A	0.409	6.19	0.045	0.603	3.2.1.2	177
4	0.060	1f6wA	0.395	5.70	0.048	0.559	3.1.1.13 3.1.1.3	NA
5	0.060	1zjaA	0.398	6.65	0.041	0.608	5.4.99.11	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	0.93	3hkdD	0.931	1.03	0.803	0.947	1.82	GDP	complex1.pdb.gz	10,11,12,16,99,138,140,141,142,143,144,176,177,181,204,222,225,226
2	0.81	1tvkB	0.892	1.90	0.795	0.942	1.63	GDP	complex2.pdb.gz	12,15,138,141,142,143,144,177,178,204,222,226
3	0.77	1ffxD	0.864	1.68	0.722	0.900	1.65	GDP	complex3.pdb.gz	10,11,12,141,143,171,180,204,207,225,226,229
4	0.43	3e22B	0.915	0.98	0.802	0.929	1.83	TZT	complex4.pdb.gz	11,15,72,175,176,177,220,221,222,223
5	0.27	3hkdC	0.897	1.75	0.411	0.931	1.69	MG	complex5.pdb.gz	96,97,98,99,142,143
6	0.13	3n2gD	0.930	1.04	0.801	0.947	1.12	G2N	complex6.pdb.gz	4,50,134,236,239,240,246,250,253
7	0.07	2btq0	0.902	1.86	0.357	0.938	1.03	III	complex7.pdb.gz	29,30,321,355,359,362
8	0.07	2btq1	0.902	1.86	0.357	0.938	1.03	III	complex8.pdb.gz	129,251,252,254,255,256,258,259,260,261,312,348,350

	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.