D-I-TASSER Q6ZRQ5

D-I-TASSER results for Q6ZRQ5

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

Summary of the Protein

Uniprot ID: Q6ZRQ5
Protein Name: Protein MMS22-like
Gene Name: MMS22L

Input Sequence in FASTA format

>Q6ZRQ5 (1243 residues)
MENCSAASTFLTDSLELELGTEWCKPPYFSCAVDNRGGGKHFSGESYLCSGALKRLILNL
DPLPTNFEEDTLEIFGIQWVTETALVNSSRELFHLFRQQLYNLETLLQSSCDFGKVSTLH
CKADNIRQQCVLFLHYVKVFIFRYLKVQNAESHVPVHPYEALEAQLPSVLIDELHGLLLY
IGHLSELPSVNIGAFVNQNQIKLFPPSWHLLHLHLDIHWLVLEILYMLGEKLKQVVYGHQ
FMNLASDNLTNISLFEEHCETLLCDLISLSLNRYDKVRSSESLMSDQCPCLCIKELWVLL
IHLLDHRSKWFVSESFWNWLNKLLKTLLEKSSDRRRSSMPVIQSRDPLGFSWWIITHVAS
FYKFDRHGVPDEMRKVESNWNFVEELLKKSISVQGVILEEQLRMYLHCCLTLCDFWEPNI
AIVTILWEYYSKNLNSSFSISWLPFKGLANTMKSPLSMLEMVKTCCCDKQDQELYKSSSS
YTIFLCILAKVVKKAMKSNGPHPWKQVKGRIYSKFHQKRMEELTEVGLQNFFSLFLLLAA
VAEVEDVASHVLDLLNFLKPAFVTSQRALIWKGHMAFLLMYAQKNLDIGVLAEKFSCAFR
EKAKEFLVSKNEEMVQRQTIWTLLSIYIDGVQEVFETSYCLYPSHEKLLNDGFSMLLRAC
RESELRTVLSFLQAVLARIRSMHQQLCQELQRDNVDLFVQSSLSAKERHLAAVASALWRH
FFSFLKSQRMSQVVPFSQLADAAADFTLLAMDMPSTAPSDFQPQPVISIIQLFGWDDIIC
PQVVARYLSHVLQNSTLCEALSHSGYVSFQALTVRSWIRCVLQMYIKNLSGPDDLLIDKN
LEEAVEKEYMKQLVKLTRLLFNLSEVKSIFSKAQVEYLSISEDPKKALVRFFEAVGVTYG
NVQTLSDKSAMVTKSLEYLGEVLKYIKPYLGKKVFSAGLQLTYGMMGILVKSWAQIFATS
KAQKLLFRIIDCLLLPHAVLQQEKELPAPMLSAIQKSLPLYLQGMCIVCCQSQNPNAYLN
QLLGNVIEQYIGRFLPASPYVSDLGQHPVLLALRNTATIPPISSLKKCIVQVIRKSYLEY
KGSSPPPRLASILAFILQLFKETNTDIYEVELLLPGILKCLVLVSEPQVKRLATENLQYM
VKACQVGSEEEPSSQLTSVFRQFIQDYGMRYYYQVYSILETVATLDQQVVIHLISTLTQS
LKDSEQKWGLGRNIAQREAYSKLLSHLGQMGQDEMQRLENDNT

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	Q6ZRQ5-D1	1-542	542		MENCSAASTFLTDSLELELGTEWCKPPYFSCAVDNRGGGKHFSGESYLCSGALKRLILNLDPLPTNFEEDTLEIFGIQWVTETALVNSSRELFHLFRQQLYNLETLLQSSCDFGKVSTLHCKADNIRQQCVLFLHYVKVFIFRYLKVQNAESHVPVHPYEALEAQLPSVLIDELHGLLLYIGHLSELPSVNIGAFVNQNQIKLFPPSWHLLHLHLDIHWLVLEILYMLGEKLKQVVYGHQFMNLASDNLTNISLFEEHCETLLCDLISLSLNRYDKVRSSESLMSDQCPCLCIKELWVLLIHLLDHRSKWFVSESFWNWLNKLLKTLLEKSSDRRRSSMPVIQSRDPLGFSWWIITHVASFYKFDRHGVPDEMRKVESNWNFVEELLKKSISVQGVILEEQLRMYLHCCLTLCDFWEPNIAIVTILWEYYSKNLNSSFSISWLPFKGLANTMKSPLSMLEMVKTCCCDKQDQELYKSSSSYTIFLCILAKVVKKAMKSNGPHPWKQVKGRIYSKFHQKRMEELTEVGLQNFFSLFLLLAAVA
2	Q6ZRQ5-D2	543-660	118		EVEDVASHVLDLLNFLKPAFVTSQRALIWKGHMAFLLMYAQKNLDIGVLAEKFSCAFREKAKEFLVSKNEEMVQRQTIWTLLSIYIDGVQEVFETSYCLYPSHEKLLNDGFSMLLRAC
3	Q6ZRQ5-D3	661-794,985-1108	258		RESELRTVLSFLQAVLARIRSMHQQLCQELQRDNVDLFVQSSLSAKERHLAAVASALWRHFFSFLKSQRMSQVVPFSQLADAAADFTLLAMDMPSTAPSDFQPQPVISIIQLFGWDDIICPQVVARYLSHVLQNELPAPMLSAIQKSLPLYLQGMCIVCCQSQNPNAYLNQLLGNVIEQYIGRFLPASPYVSDLGQHPVLLALRNTATIPPISSLKKCIVQVIRKSYLEYKGSSPPPRLASILAFILQLFKETNTDIY
4	Q6ZRQ5-D4	795-984	190		STLCEALSHSGYVSFQALTVRSWIRCVLQMYIKNLSGPDDLLIDKNLEEAVEKEYMKQLVKLTRLLFNLSEVKSIFSKAQVEYLSISEDPKKALVRFFEAVGVTYGNVQTLSDKSAMVTKSLEYLGEVLKYIKPYLGKKVFSAGLQLTYGMMGILVKSWAQIFATSKAQKLLFRIIDCLLLPHAVLQQEK
5	Q6ZRQ5-D5	1109-1243	135		EVELLLPGILKCLVLVSEPQVKRLATENLQYMVKACQVGSEEEPSSQLTSVFRQFIQDYGMRYYYQVYSILETVATLDQQVVIHLISTLTQSLKDSEQKWGLGRNIAQREAYSKLLSHLGQMGQDEMQRLENDNT

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.49

(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	3s4wA	0.44	7.59	0.060	0.588	model1_3s4wA.pdb.gz
2	3s4wB	0.41	8.07	0.069	0.568	model1_3s4wB.pdb.gz
3	5t8vA	0.41	9.05	0.064	0.605	model1_5t8vA.pdb.gz
4	5f0oA	0.39	7.85	0.066	0.528	model1_5f0oA.pdb.gz
5	6wg3E	0.38	8.55	0.056	0.557	model1_6wg3E.pdb.gz
6	6zz6D	0.38	8.39	0.061	0.543	model1_6zz6D.pdb.gz
7	5y81A	0.37	7.90	0.064	0.504	model1_5y81A.pdb.gz
8	6tnfA	0.37	8.34	0.077	0.520	model1_6tnfA.pdb.gz
9	6yufD	0.35	8.55	0.065	0.508	model1_6yufD.pdb.gz
10	5yz0A	0.35	8.14	0.083	0.494	model1_5yz0A.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:0019899	0.37	enzyme binding
GO:1901363	0.35	heterocyclic compound binding
GO:0097159	0.35	organic cyclic compound 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:0031297	1.00	replication fork processing
GO:0000724	1.00	double-strand break repair via homologous recombination

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:0044428	1.00	nuclear part
GO:0044454	0.81	nuclear chromosome part
GO:0032991	0.81	macromolecular complex
GO:0043596	0.80	nuclear replication fork
GO:0043234	0.80	protein complex
GO:0042555	0.78	MCM complex
GO:0035101	0.78	FACT complex
GO:0005654	0.59	nucleoplasm

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	2qf7A	0.235	9.53	0.040	0.365	6.4.1.1	NA
2	0.060	2pffB	0.170	8.57	0.022	0.245	2.3.1.86	NA
3	0.060	3c5wA	0.160	4.41	0.067	0.181	3.1.3.16	NA
4	0.060	3ecqB	0.237	10.20	0.051	0.382	3.2.1.97	NA
5	0.060	2x6fA	0.225	6.83	0.076	0.291	2.7.1.137 2.7.1.153 2.7.1.154	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:

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
	1	0.01	1g9aA	0.239	9.95	0.031	0.383	0.16	BAB	complex1.pdb.gz	350,351,353,354

	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.