D-I-TASSER Q6ZNM6-D1

D-I-TASSER results for Q6ZNM6-D1

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

Input Sequence in FASTA format

>Q6ZNM6 (134 residues)
MASGKDTCPTLPKLTNNCSDESLYKSANKYEEIHLPRFSLKQGMIPRRYVMPWKENMIFR
NVNLKQAEVCGIHTGPLEDSLFLNHSERLCHGEDRKVVFQKGPPEIKIADMPLHSPLSRY
QSTVISHGFRRRLV

Predicted Secondary Structure

Sequence	20 40 60 80 100 120 \| \| \| \| \| \| MASGKDTCPTLPKLTNNCSDESLYKSANKYEEIHLPRFSLKQGMIPRRYVMPWKENMIFRNVNLKQAEVCGIHTGPLEDSLFLNHSERLCHGEDRKVVFQKGPPEIKIADMPLHSPLSRYQSTVISHGFRRRLV
Prediction	CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHHCCCCCCCCCCCHHHHHHHHHHHHHHHHHHCCCCCCCCCCSSCCCHHHHHCCCCCHHHHCCCCCCCCCCCCCCCCHHHHHHHHHHHHHHHHHCC
Confidence	98877899877444865322367788888871115504553699875336844665457899999888829988986301111423443125431012115997110147878871555556776521122039
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 120 \| \| \| \| \| \| MASGKDTCPTLPKLTNNCSDESLYKSANKYEEIHLPRFSLKQGMIPRRYVMPWKENMIFRNVNLKQAEVCGIHTGPLEDSLFLNHSERLCHGEDRKVVFQKGPPEIKIADMPLHSPLSRYQSTVISHGFRRRLV
Prediction	75456762332441355245744543456244230240156362125320340364153353115305434136243421101434441454664541476425444256253333244243201334244427
	Values range from 0 (buried residue) to 8 (highly exposed residue)

Predicted Contact, Hydrogen and Distance Map Used in D-I-TASSER simulation

Contact Map

Distance Map

Hydrogen bond networks

D-I-TASSER simulation is guided by the consensus contact map (left figure), distance map (middle figure) and Hydrogen bond network (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.

Top 10 threading templates used by D-I-TASSER

Rank

PDB
hit

ID1

ID2

Cov

Norm.
Zscore

Download
alignment

                  20                  40                  60                  80                 100                 120

                   |                   |                   |                   |                   |                   |

SS
Seq

CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHHCCCCCCCCCCCHHHHHHHHHHHHHHHHHHCCCCCCCCCCSSCCCHHHHHCCCCCHHHHCCCCCCCCCCCCCCCCHHHHHHHHHHHHHHHHHCC
MASGKDTCPTLPKLTNNCSDESLYKSANKYEEIHLPRFSLKQGMIPRRYVMPWKENMIFRNVNLKQAEVCGIHTGPLEDSLFLNHSERLCHGEDRKVVFQKGPPEIKIADMPLHSPLSRYQSTVISHGFRRRLV

1vt4I3

0.05

2.41

0.61

CEthreader

GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG

1n63B1

0.02

1.54

0.53

EigenThreader

---MGCKRKRVEDIRFTQGKGNYVDDVKLPGSIDTSKAKAL--PGVFAVLAADLKPLNLHVLADEKVL---FQNQEVAFVVAKDRYVAAIELVEVDYEPLETCQCVASMDKIKIRTVVSLISGLGVPVKWVEDR

2xd8A

0.10

3.57

0.27

FFAS-3D

MANANQVALGRSNLSTGATDKYYLKLFSGEMFKGFQHETIARDLVTKRTLK------NGKSLQFIYTGRMTSSFHTPGTPILGNADKAPPVAEKTIVMDDLLISSAFVYDLELRGEISKKIGYALAEKYDRLIF

5lj3W

0.10

3.55

0.92

SPARKS-K

HFNGKYNVDKCVILRDQLETDSESMPSSLKHLTHILDLT--NNDLIMI---PDLSRRDDHTLLLGRNNIVEVDGRLLPMNV---QNLTLNSIRRFEDLQRLRRAPRTLKNLTLINQVCHYREHVLRLEERKSA-

1efkA

0.11

0.05

1.88

0.54

CNFpred

--------------------------------------------------------------VALAVILCNTRHI--SDSVFLEAAKALTSQLTDEELAQ-----GRLYPPL--ANIQEVSINIAIKVTEYLYA

3qxyA

0.06

0.04

2.01

0.83

DEthreader

------S-SWVLLALESRWRPYFALWPELGRLEHPRLLQG-T-GVPEVEDLAIRYLELYHQLVLVMAYMVADL--------------WQHMYGFV-EPYPDNTR-LDQGLLYLSWR-EQQALQVRYGQKMILHQ

6tgbA1

0.06

0.04

1.99

0.79

MapAlign

-----------------------------GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGDKYNKTTQRNVEVIMCVCAEDGKTLPNEYRSVVYYQV-

5wlpA

0.11

0.10

3.51

0.48

MUSTER

--SNATNSFVMPKLSLTQKNPVFRRTGSSFYQ-SIPKEYQSLFELPKYHFPQYTQELREMVSLLNRIVQY------SQGKPVI-----ICQPGQVIQVKNVLKSFLRNKLVKLLFPPVVVTNKRDLKKMFQRLQ

1vt4I3

0.13

0.10

3.64

1.00

HHsearch

-------EYALHR--------------SIVDHYNIPKTFDSDDLIPPYLDQYFYSHI---GHHLKNIEHPERMTLFRMVFLDFRFLEQKIHDSTWNASGSILPKLDFLPKIEENLICSKYTDLLRFEEAHKQVQ

2mpvA

0.06

0.05

2.35

0.57

CEthreader

--------NFCDITITPATNRDVNVDRSANIDLSFTIRQPQRCADAGMRIKAWGEANHGQLLIKPQGGNKRFSYIPGFVLTNPGVYQLGMQGSITPAIPLRPGLYEVVLNAELVTNDNKQNATAVAKTATSTIT

(a)	ID1 is the number of template residues identical to query divided by number of aligned residues.
(b)	ID2 is the number of template residues identical to query divided by query sequence length.
(c)	Cov is equal the number of aligned template residues divided by query sequence length.
(d)	Norm. Zscore is the normalized Z-score of the threading alignments. A Normalized Z-score >1 means a good alignment and is highlighted in bold.
(e)	Download alignment lists the threading program used to identify the template, and provide the 3D structure of aligned regions of threading templates (threading[1-10].pdb.gz).
(f)	Template residues identical to query sequence are highlighted in color.

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.536

(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	1i6vD	0.47	5.19	0.064	0.895	model1_1i6vD.pdb.gz
2	5tw1D	0.47	5.04	0.016	0.881	model1_5tw1D.pdb.gz
3	7aocA	0.46	4.95	0.046	0.836	model1_7aocA.pdb.gz
4	7mlbD	0.46	5.02	0.041	0.866	model1_7mlbD.pdb.gz
5	5u71A1	0.46	5.18	0.078	0.836	model1_5u71A1.pdb.gz
6	7szjD1	0.46	4.98	0.056	0.828	model1_7szjD1.pdb.gz
7	5uj9A3	0.46	4.68	0.044	0.784	model1_5uj9A3.pdb.gz
8	5tsiA	0.46	4.92	0.054	0.798	model1_5tsiA.pdb.gz
9	7cpxA	0.46	5.11	0.088	0.813	model1_7cpxA.pdb.gz
10	8dkcD	0.45	4.81	0.056	0.806	model1_8dkcD.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:0003824	0.78	catalytic activity
GO:1901363	0.65	heterocyclic compound binding
GO:0097159	0.65	organic cyclic compound binding
GO:0003676	0.64	nucleic acid binding
GO:0016740	0.59	transferase activity
GO:0034062	0.57	RNA polymerase 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	0.88	cellular process
GO:0008152	0.82	metabolic process
GO:0044237	0.79	cellular metabolic process
GO:0071704	0.76	organic substance metabolic process
GO:0044238	0.73	primary metabolic process
GO:0043170	0.71	macromolecule metabolic process
GO:0044260	0.70	cellular macromolecule metabolic process
GO:0006807	0.67	nitrogen compound metabolic process
GO:0006725	0.65	cellular aromatic compound metabolic process
GO:0034641	0.63	cellular nitrogen compound metabolic process
GO:0016070	0.62	RNA metabolic process
GO:0009059	0.61	macromolecule biosynthetic process
GO:0097659	0.60	nucleic acid-templated transcription
GO:0034645	0.60	cellular macromolecule biosynthetic process
GO:0010467	0.57	gene expression

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:0061695	1.00	transferase complex, transferring phosphorus-containing groups
GO:0044424	1.00	intracellular part
GO:0000428	0.86	DNA-directed RNA polymerase complex
GO:0044446	0.83	intracellular organelle part
GO:0043227	0.76	membrane-bounded organelle
GO:0043231	0.75	intracellular membrane-bounded organelle
GO:0044428	0.74	nuclear part
GO:0005634	0.73	nucleus
GO:0044444	0.64	cytoplasmic part
GO:0055029	0.57	nuclear DNA-directed RNA polymerase complex
GO:0044451	0.57	nucleoplasm part

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	1ynnD	0.279	5.36	0.043	0.575	2.7.7.6	36,70
2	0.060	1pvjA	0.410	5.37	0.027	0.776	3.4.22.10	85
3	0.060	2azdB	0.397	4.95	0.046	0.724	2.4.1.1	54
4	0.060	1ofdA	0.393	4.81	0.050	0.709	1.4.7.1	NA
5	0.060	1ahpA	0.400	4.92	0.046	0.724	2.4.1.1	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	0.01	2p9i3	0.231	5.90	0.018	0.470	0.60	III	complex1.pdb.gz	71,72,73,75,76,78,79
2	0.01	1zyrN	0.385	5.48	0.087	0.761	0.59	STD	complex2.pdb.gz	71,74,79
3	0.01	2onk2	0.281	5.50	0.043	0.567	0.66	III	complex3.pdb.gz	62,63,65,66,67,68,69,70,71,72,73,74

	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.