D-I-TASSER O15105

D-I-TASSER results for O15105

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

Summary of the Protein

Uniprot ID: O15105
Protein Name: Mothers against decapentaplegic homolog 7
Gene Name: SMAD7

Input Sequence in FASTA format

>O15105 (426 residues)
MFRTKRSALVRRLWRSRAPGGEDEEEGAGGGGGGGELRGEGATDSRAHGAGGGGPGRAGC
CLGKAVRGAKGHHHPHPPAAGAGAAGGAEADLKALTHSVLKKLKERQLELLLQAVESRGG
TRTACLLLPGRLDCRLGPGAPAGAQPAQPPSSYSLPLLLCKVFRWPDLRHSSEVKRLCCC
ESYGKINPELVCCNPHHLSRLCELESPPPPYSRYPMDFLKPTADCPDAVPSSAETGGTNY
LAPGGLSDSQLLLEPGDRSHWCVVAYWEEKTRVGRLYCVQEPSLDIFYDLPQGNGFCLGQ
LNSDNKSQLVQKVRSKIGCGIQLTREVDGVWVYNRSSYPIFIKSATLDNPDSRTLLVHKV
FPGFSIKAFDYEKAYSLQRPNDHEFMQQPWTGFTVQISFVKGWGQCYTRQFISSCPCWLE
VIFNSR

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	O15105-D1	1-228	228		MFRTKRSALVRRLWRSRAPGGEDEEEGAGGGGGGGELRGEGATDSRAHGAGGGGPGRAGCCLGKAVRGAKGHHHPHPPAAGAGAAGGAEADLKALTHSVLKKLKERQLELLLQAVESRGGTRTACLLLPGRLDCRLGPGAPAGAQPAQPPSSYSLPLLLCKVFRWPDLRHSSEVKRLCCCESYGKINPELVCCNPHHLSRLCELESPPPPYSRYPMDFLKPTADCPDA
2	O15105-D2	229-426	198		VPSSAETGGTNYLAPGGLSDSQLLLEPGDRSHWCVVAYWEEKTRVGRLYCVQEPSLDIFYDLPQGNGFCLGQLNSDNKSQLVQKVRSKIGCGIQLTREVDGVWVYNRSSYPIFIKSATLDNPDSRTLLVHKVFPGFSIKAFDYEKAYSLQRPNDHEFMQQPWTGFTVQISFVKGWGQCYTRQFISSCPCWLEVIFNSR

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.52

(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	1dd1B	0.42	1.76	0.293	0.441	model1_1dd1B.pdb.gz
2	1khxA	0.40	1.25	0.314	0.404	model1_1khxA.pdb.gz
3	6mfzA	0.37	7.16	0.052	0.615	model1_6mfzA.pdb.gz
4	5yz0A	0.37	6.94	0.038	0.606	model1_5yz0A.pdb.gz
5	7cd1A	0.36	2.53	0.911	0.385	model1_7cd1A.pdb.gz
6	6g2dC	0.36	7.23	0.032	0.610	model1_6g2dC.pdb.gz
7	6ulwA	0.36	7.09	0.041	0.601	model1_6ulwA.pdb.gz
8	7e9gS	0.35	7.08	0.048	0.589	model1_7e9gS.pdb.gz
9	3hmjG	0.35	6.74	0.053	0.570	model1_3hmjG.pdb.gz
10	5u1sA	0.35	7.82	0.044	0.634	model1_5u1sA.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:1901363	0.72	heterocyclic compound binding
GO:0097159	0.72	organic cyclic compound binding
GO:0003676	0.70	nucleic acid binding
GO:0003677	0.69	DNA binding
GO:0004871	0.51	signal transducer activity
GO:0000975	0.50	regulatory region DNA 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:0065007	0.98	biological regulation
GO:0050789	0.98	regulation of biological process
GO:0050794	0.96	regulation of cellular process
GO:0019222	0.91	regulation of metabolic process
GO:0080090	0.90	regulation of primary metabolic process
GO:0060255	0.90	regulation of macromolecule metabolic process
GO:0031323	0.89	regulation of cellular metabolic process
GO:0006355	0.87	regulation of transcription, DNA-templated
GO:0044699	0.85	single-organism process
GO:0006357	0.75	regulation of transcription from RNA polymerase II promoter
GO:0048519	0.71	negative regulation of biological process
GO:0009987	0.70	cellular process
GO:0032502	0.68	developmental process
GO:0007165	0.68	signal transduction
GO:0044767	0.66	single-organism developmental process
GO:0048523	0.64	negative regulation of cellular process
GO:0048518	0.62	positive regulation of biological process
GO:0007166	0.61	cell surface receptor signaling pathway
GO:0051239	0.60	regulation of multicellular organismal process
GO:0007178	0.60	transmembrane receptor protein serine/threonine kinase signaling pathway
GO:0048522	0.59	positive regulation of cellular process
GO:0032501	0.58	multicellular organismal process
GO:0044763	0.57	single-organism cellular process
GO:0044707	0.57	single-multicellular organism process
GO:0048856	0.53	anatomical structure development
GO:0009892	0.53	negative regulation of metabolic process
GO:0050793	0.52	regulation of developmental process
GO:0031324	0.52	negative regulation of cellular metabolic process
GO:0048583	0.51	regulation of response to stimulus
GO:0009966	0.50	regulation of signal transduction

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:0044424	1.00	intracellular part
GO:0043229	0.95	intracellular organelle
GO:0005634	0.94	nucleus
GO:0044444	0.61	cytoplasmic part
GO:0032991	0.56	macromolecular complex
GO:0005737	0.56	cytoplasm
GO:0043234	0.54	protein complex

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	1kv3A	0.261	7.07	0.027	0.425	2.3.2.13	NA
2	0.060	3ebgA	0.264	6.67	0.053	0.411	3.4.11.-	NA
3	0.060	3cmmC	0.269	6.36	0.033	0.404	6.3.2.19	NA
4	0.060	1w36C	0.274	7.53	0.037	0.476	3.1.11.5	NA
5	0.060	2jg0A	0.266	6.47	0.060	0.411	3.2.1.28	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:

No Binding sites was predicted

Click to view	Rank	Cscore^LB	PDB Hit	TM-score	RMSD^a	IDEN^a	Cov.	BS-score	Lig. Name	Download Complex	Predicted binding site residues

	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.