D-I-TASSER Q7Z4Q2

D-I-TASSER results for Q7Z4Q2

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

Summary of the Protein

Uniprot ID: Q7Z4Q2
Protein Name: HEAT repeat-containing protein 3
Gene Name: HEATR3

Input Sequence in FASTA format

>Q7Z4Q2 (680 residues)
MGKSRTKRFKRPQFSPTGDCQAEAAAAANGTGGEEDDGPAAELLEKLQHPSAEVRECACA
GLARLVQQRPALPGLARRDAVRRLGPLLLDPSLAVRETAAGALRNLSACGGFEVCDDMVT
KDIMTPLVALLKECSAGLDSNEMSLQEKKDQNRNSIENIANETVNVLWNICECSSRAVSI
FNKEGCLEIVLKYLSRFPTNVDLAISVAYCLQTVTEDNPELLKSFSATALNMLESALLSP
VSSMESLLLKTLVAGTIWNLKDIIPCKSQAEIINALLKILSEVLGMDAGEMVIQMKEAET
QRLKTAAEAEEILENTNGDDLIEDDEMEGISHKRRVRRKTFVSDLLPPTDKELRETIALL
TAQQTALEIIVNMCCNEDPSDDEWEELSSSDESDAFMENSFSECGGQLFSPLCLSHEVHT
ALTNYLIPKKIFEKTAFPNSIAVDLCSRNPTWKPLIRKMNTIQCRALFCLQSLVSLLDVE
HLGGAAALQTLAQHLSQLLFSQPDFAKHVDFLEAISSALRALLQTMASKNISQCMTPDQL
MTLCKAGIHSSNVGVRVNVVSILGITGSVLAKEDGTLETLKNIGCFLLEVTTKDPSLVVA
GEALDALFDVFADGKEAERASIQIKLLSALKEFQPVFKMKIRKEGRGNYSTDQLCVLDNV
KMNLRRFIAYQETVEKRLTS

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	Q7Z4Q2-D1	1-286	286		MGKSRTKRFKRPQFSPTGDCQAEAAAAANGTGGEEDDGPAAELLEKLQHPSAEVRECACAGLARLVQQRPALPGLARRDAVRRLGPLLLDPSLAVRETAAGALRNLSACGGFEVCDDMVTKDIMTPLVALLKECSAGLDSNEMSLQEKKDQNRNSIENIANETVNVLWNICECSSRAVSIFNKEGCLEIVLKYLSRFPTNVDLAISVAYCLQTVTEDNPELLKSFSATALNMLESALLSPVSSMESLLLKTLVAGTIWNLKDIIPCKSQAEIINALLKILSEVLGM
2	Q7Z4Q2-D2	287-345	59		DAGEMVIQMKEAETQRLKTAAEAEEILENTNGDDLIEDDEMEGISHKRRVRRKTFVSDL
3	Q7Z4Q2-D3	346-531	186		LPPTDKELRETIALLTAQQTALEIIVNMCCNEDPSDDEWEELSSSDESDAFMENSFSECGGQLFSPLCLSHEVHTALTNYLIPKKIFEKTAFPNSIAVDLCSRNPTWKPLIRKMNTIQCRALFCLQSLVSLLDVEHLGGAAALQTLAQHLSQLLFSQPDFAKHVDFLEAISSALRALLQTMASKNI
4	Q7Z4Q2-D4	532-680	149		SQCMTPDQLMTLCKAGIHSSNVGVRVNVVSILGITGSVLAKEDGTLETLKNIGCFLLEVTTKDPSLVVAGEALDALFDVFADGKEAERASIQIKLLSALKEFQPVFKMKIRKEGRGNYSTDQLCVLDNVKMNLRRFIAYQETVEKRLTS

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.8

(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	5hb4B	0.65	5.60	0.082	0.837	model1_5hb4B.pdb.gz
2	4gmnA	0.65	4.26	0.147	0.771	model1_4gmnA.pdb.gz
3	3ea5B	0.60	5.02	0.090	0.746	model1_3ea5B.pdb.gz
4	6ahoA	0.60	5.26	0.120	0.757	model1_6ahoA.pdb.gz
5	6xteA	0.59	4.80	0.072	0.732	model1_6xteA.pdb.gz
6	1u6gC	0.58	4.68	0.116	0.709	model1_1u6gC.pdb.gz
7	3c2hB	0.58	5.12	0.074	0.729	model1_3c2hB.pdb.gz
8	1wa5B	0.52	3.90	0.101	0.600	model1_1wa5B.pdb.gz
9	2ynsA	0.52	3.89	0.111	0.597	model1_2ynsA.pdb.gz
10	1b3uA	0.46	6.22	0.074	0.625	model1_1b3uA.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:0008565	0.76	protein transporter activity
GO:0008139	0.72	nuclear localization sequence binding
GO:1901363	0.61	heterocyclic compound binding
GO:0097159	0.61	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:0044699	0.88	single-organism process
GO:0009987	0.82	cellular process
GO:0051179	0.74	localization
GO:0051234	0.73	establishment of localization
GO:0051641	0.72	cellular localization
GO:0006810	0.72	transport
GO:0046907	0.71	intracellular transport
GO:0008104	0.71	protein localization
GO:0045184	0.70	establishment of protein localization
GO:0006606	0.69	protein import into nucleus
GO:0006607	0.68	NLS-bearing protein import into nucleus
GO:0008152	0.64	metabolic process
GO:0071704	0.63	organic substance metabolic process
GO:0044237	0.63	cellular metabolic process
GO:0065007	0.62	biological regulation
GO:0044238	0.61	primary metabolic process
GO:0043170	0.61	macromolecule metabolic process
GO:0050789	0.60	regulation of biological process
GO:0044260	0.60	cellular macromolecule metabolic process
GO:0050794	0.59	regulation of cellular process
GO:0034641	0.59	cellular nitrogen compound metabolic process
GO:0006139	0.57	nucleobase-containing compound metabolic process
GO:0090304	0.56	nucleic acid metabolic process
GO:0044763	0.54	single-organism cellular process
GO:0071840	0.53	cellular component organization or biogenesis
GO:0016043	0.50	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:0044424	1.00	intracellular part
GO:0043229	0.97	intracellular organelle
GO:0005634	0.94	nucleus
GO:0044422	0.89	organelle part
GO:0044446	0.88	intracellular organelle part
GO:0044428	0.86	nuclear part
GO:0005737	0.80	cytoplasm
GO:0044444	0.78	cytoplasmic part
GO:0005643	0.70	nuclear pore
GO:0005829	0.69	cytosol
GO:0005654	0.62	nucleoplasm
GO:0032991	0.57	macromolecular complex
GO:0043234	0.51	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	1d8dA	0.323	5.58	0.068	0.419	2.5.1.58	572
2	0.060	3k1dA	0.321	7.90	0.033	0.504	2.4.1.18	NA
3	0.060	1ea0A	0.351	8.28	0.039	0.575	1.4.1.13	NA
4	0.060	1z1wA	0.336	6.57	0.065	0.469	3.4.11.-	NA
5	0.060	2np0A	0.344	8.45	0.037	0.575	3.4.24.69	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	0.13	1ee4A	0.524	3.66	0.143	0.599	0.84	III	complex1.pdb.gz	18,22,24,25,26,57,60,64,67,68,101,105,108,166
2	0.10	1un0A	0.521	3.96	0.129	0.606	0.89	III	complex2.pdb.gz	15,18,22,25,26,56,60,66,67,68,72,97,98,101,104,105,108,110,114,162,165
3	0.09	3l6yE	0.476	3.44	0.135	0.534	0.86	III	complex3.pdb.gz	9,13,16,18,19,22,63,64,67,68,72,101,104,105,108,115,169

	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.