D-I-TASSER P07858

D-I-TASSER results for P07858

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

Summary of the Protein

Uniprot ID: P07858
Protein Name: Cathepsin B
Gene Name: CTSB

Input Sequence in FASTA format

>P07858 (339 residues)
MWQLWASLCCLLVLANARSRPSFHPLSDELVNYVNKRNTTWQAGHNFYNVDMSYLKRLCG
TFLGGPKPPQRVMFTEDLKLPASFDAREQWPQCPTIKEIRDQGSCGSCWAFGAVEAISDR
ICIHTNAHVSVEVSAEDLLTCCGSMCGDGCNGGYPAEAWNFWTRKGLVSGGLYESHVGCR
PYSIPPCEHHVNGSRPPCTGEGDTPKCSKICEPGYSPTYKQDKHYGYNSYSVSNSEKDIM
AEIYKNGPVEGAFSVYSDFLLYKSGVYQHVTGEMMGGHAIRILGWGVENGTPYWLVANSW
NTDWGDNGFFKILRGQDHCGIESEVVAGIPRTDQYWEKI

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 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.

Information of Domain

No. of Domain	Domain	Domain Boundary	Length of Domain	Models of Domain	Sequence
1	P07858-D1	1-339	339		MWQLWASLCCLLVLANARSRPSFHPLSDELVNYVNKRNTTWQAGHNFYNVDMSYLKRLCGTFLGGPKPPQRVMFTEDLKLPASFDAREQWPQCPTIKEIRDQGSCGSCWAFGAVEAISDRICIHTNAHVSVEVSAEDLLTCCGSMCGDGCNGGYPAEAWNFWTRKGLVSGGLYESHVGCRPYSIPPCEHHVNGSRPPCTGEGDTPKCSKICEPGYSPTYKQDKHYGYNSYSVSNSEKDIMAEIYKNGPVEGAFSVYSDFLLYKSGVYQHVTGEMMGGHAIRILGWGVENGTPYWLVANSWNTDWGDNGFFKILRGQDHCGIESEVVAGIPRTDQYWEKI

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.7817

(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	2pbhA	0.93	0.52	0.997	0.935	model1_2pbhA.pdb.gz
2	5fpwA	0.81	1.52	0.416	0.844	model1_5fpwA.pdb.gz
3	6czkA	0.77	2.92	0.239	0.864	model1_6czkA.pdb.gz
4	3qj3A	0.77	3.01	0.281	0.861	model1_3qj3A.pdb.gz
5	1cs8A	0.76	2.93	0.230	0.856	model1_1cs8A.pdb.gz
6	7pckA	0.76	2.89	0.225	0.853	model1_7pckA.pdb.gz
7	2o6xA	0.75	3.10	0.253	0.853	model1_2o6xA.pdb.gz
8	2c0yA	0.75	2.98	0.248	0.844	model1_2c0yA.pdb.gz
9	5ef4A	0.75	2.97	0.215	0.850	model1_5ef4A.pdb.gz
10	1pciA	0.75	3.16	0.249	0.853	model1_1pciA.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:0008233	1.00	peptidase activity
GO:0004197	0.99	cysteine-type endopeptidase 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:0006508	0.99	proteolysis
GO:0051603	0.98	proteolysis involved in cellular protein catabolic 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:0043231	0.99	intracellular membrane-bounded organelle
GO:0000323	0.98	lytic vacuole
GO:0005764	0.97	lysosome
GO:0005615	0.97	extracellular space

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	0.624	1csbE	0.585	1.48	0.971	0.602	3.4.22.1	133,135,139,141,146,153,156,158,160,163,167,328
2	0.490	1itoA	0.722	1.24	0.876	0.738	3.4.22.1	102,108,278,298
3	0.343	1cqdC	0.581	2.00	0.286	0.620	3.4.22.67	102,106,108,111,278
4	0.330	9papA	0.572	1.94	0.306	0.608	3.4.22.2	106,108,111,152,155
5	0.329	1nb3A	0.594	2.07	0.307	0.634	3.4.22.16	107,284

	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	0.79	1theA	0.728	1.19	0.821	0.743	1.86	0E6	complex1.pdb.gz	102,106,107,108,109,148,151,152,153,154,252,255,275,277,278,324
2	0.63	1sp4B	0.586	1.42	0.843	0.602	1.30	EP2	complex2.pdb.gz	152,153,154,155,200,252,277,278,300
3	0.53	1qdqA	0.721	1.28	0.880	0.738	1.80	074	complex3.pdb.gz	102,103,106,108,109,152,153,277,278,300,324
4	0.47	3n3gA	0.589	2.00	0.327	0.622	1.41	935	complex4.pdb.gz	102,106,108,151,152,153,155,252,277,279
5	0.46	3ai8B	0.734	1.30	0.984	0.752	1.54	HNQ	complex5.pdb.gz	102,103,104,105,106,199,200,300
6	0.43	2dc8A	0.722	1.28	0.868	0.738	1.78	59A	complex6.pdb.gz	102,106,107,108,109,152,153,277,278,300
7	0.41	1the0	0.728	1.19	0.821	0.743	1.79	III	complex7.pdb.gz	145,154,156,160,230,231,233,234,254,316,317,319,320,323
8	0.31	3s3rB	0.707	1.68	0.573	0.732	1.64	0IW	complex8.pdb.gz	102,108,109,148,150,151,152,153,155,252,277,278,300,324
9	0.24	1cteB	0.728	1.26	0.813	0.743	1.30	PYS	complex9.pdb.gz	102,108,253,255,259,278,279,280,298,300
10	0.20	3h8bA	0.585	2.18	0.302	0.625	1.33	NSY	complex10.pdb.gz	102,104,105,106,108,146,148,152,153,154,155,252,255,256,257,260,261,277,278,279,300,324

	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.