D-I-TASSER Q09019-D1

D-I-TASSER results for Q09019-D1

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

Input Sequence in FASTA format

>Q09019 (162 residues)
MAAGGAEGGSGPGAAMGDCAEIKSQFRTREGFYKLLPGDGAARRSGPASAQTPVPPQPPQ
PPPGPASASGPGAAGPASSPPPAGPGPGPALPAVRLSLVRLGEPDSAGAGEPPATPAGLG
SGGDRVCFNLGRELYFYPGCCRRGSQRSIDLNKPIDKRIYKG

Predicted Secondary Structure

Sequence	20 40 60 80 100 120 140 160 \| \| \| \| \| \| \| \| MAAGGAEGGSGPGAAMGDCAEIKSQFRTREGFYKLLPGDGAARRSGPASAQTPVPPQPPQPPPGPASASGPGAAGPASSPPPAGPGPGPALPAVRLSLVRLGEPDSAGAGEPPATPAGLGSGGDRVCFNLGRELYFYPGCCRRGSQRSIDLNKPIDKRIYKG
Prediction	CCCCCCCCCCCCCCCCCCHHHHHHHSSCCCCSSSSSCHHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSSSSCCCCCCCCCCCCCCCCCCCCCCCCSSSSSCCCSSSSSCCCCSCCCCCCCCCCCCCHHHCCCC
Confidence	987656677643444675145554143057358863124413566776667888877777788877778887666677877778888877874379998658898877777887876667788568983274478751310213223333457430101479
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 120 140 160 \| \| \| \| \| \| \| \| MAAGGAEGGSGPGAAMGDCAEIKSQFRTREGFYKLLPGDGAARRSGPASAQTPVPPQPPQPPPGPASASGPGAAGPASSPPPAGPGPGPALPAVRLSLVRLGEPDSAGAGEPPATPAGLGSGGDRVCFNLGRELYFYPGCCRRGSQRSIDLNKPIDKRIYKG
Prediction	754445654444465465464144303245121330433423444436455444534444344444544444444434444444444444444131211414455555555454454546444110000112201113333142155445355414544378
	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                 140                 160

                   |                   |                   |                   |                   |                   |                   |                   |

SS
Seq

CCCCCCCCCCCCCCCCCCHHHHHHHSSCCCCSSSSSCHHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSSSSCCCCCCCCCCCCCCCCCCCCCCCCSSSSSCCCSSSSSCCCCSCCCCCCCCCCCCCHHHCCCC
MAAGGAEGGSGPGAAMGDCAEIKSQFRTREGFYKLLPGDGAARRSGPASAQTPVPPQPPQPPPGPASASGPGAAGPASSPPPAGPGPGPALPAVRLSLVRLGEPDSAGAGEPPATPAGLGSGGDRVCFNLGRELYFYPGCCRRGSQRSIDLNKPIDKRIYKG

5k19A

0.54

0.28

8.02

1.65

CNFpred

-------------------NEIKTQFTTREGLYKLLPHSEYSRPNRVPFNS---------------------------------------SNPVRVSFVNLN-----------------SGNGDRLCFNVGRELYFYIYKGV---RKAADLSKPIDKRIYKG

5k19A2

0.45

0.15

4.51

1.66

HHsearch

------------------------------------------------------------------------------------------SNPVRVSFVNLNS-----------------GNGDRLCFNVGRELYFYIYKGVRKASKCHDFNHPIKKKLFKS

3bs0A1

0.10

0.08

2.99

0.69

CEthreader

EYGSKSFLSQTENGIQTSFDNSSRLIVLWTSLNLELLLP----------------------------SSQVGALTAQGNLSGGLVPSLAGFVGTGGAAHFSLSRNSTAGGAVDAVVGDLEGKATLSAISGDGAVLPLDGDIRVKNVAFISQLGGIDVALPHR

1eg1A

0.10

3.62

0.68

EigenThreader

QPGTSTPEVHPKLT--------TYKCTKSGGCVAQDRWMHDANYNSCTLCPDEATCGKNCFGVDYAASGSSGGYVSPRSDGEYVMLLSALPCGENGSLYLQMDENGGASGYCDAQCPGFCCNEMDILEGNSRANALTPHSCTATACDSAGCGFNPYGSGYKS

5k19A2

0.60

0.19

5.49

0.53

FFAS-3D

------------------------------------------------------------------------------------------SNPVRVSFVNLNS-----------------GNGDRLCFNVGRELYFYI---YKGVRKAADLSKPIDKRIYKG

6xo4C

0.12

0.10

3.49

0.83

SPARKS-K

----------------------DKTFPIMLGYACVVGGRVFKPLHVEGRIDNEQLAAIKLKKASIYDLEYGDVPQCMKSDTLQYTSDKPPG------FYNWHHGAVQYENNRFTVPRGKGDSGRPILDNKGRVVAIVLGGVNEGSRTALSVVTWNQKGVTVK

6jlqC

0.51

0.28

8.04

1.14

CNFpred

-------------------NEIKTQFTTREGLYKLLPHSEYSRPNRVPFNSQ-------------------------------------GSNPVRVSFVNLN---------------DQSGNGDRLCFNVGRELYFYIYKGV---RKAADLSKPIDKRIYKG

6hraB

0.09

0.07

2.59

0.83

DEthreader

RNPFIVWWTVLFANFEALAEGRSQASITGEANVIATSGRAVEAAGDV-DVLLLDKTGR--RGSAIRHVENGHFVVVGVIALKDIVGDGMPKLIVVGQLTRLFSNDKYI-AVINALI--IVFLILALGVS---------------------------------

2pffB

0.18

0.17

5.64

0.71

MapAlign

GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG--GGGGGG---

4aq1A2

0.16

0.15

5.15

0.62

MUSTER

ASATVATSPVTVKLNSSDND-DPTQLVKDEDINEFIAVSKAAKNDGYLYNKPLVTVKDASGEVIPTHDATNGNIWFDEEQAGLAKKFSDVHFDVDFSLANVVKTGSGTVSSSPSLSDALTNSGDAVSFTL-VIKSIYVKGADKDDNNLLAAPVSVNVTVTKG

(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	0.546

(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	6um1A	0.47	5.28	0.047	0.833	model1_6um1A.pdb.gz
2	7tuiA	0.45	5.55	0.093	0.833	model1_7tuiA.pdb.gz
3	7vsgA	0.45	4.88	0.043	0.747	model1_7vsgA.pdb.gz
4	7oh4A	0.44	5.57	0.043	0.821	model1_7oh4A.pdb.gz
5	6zhfA1	0.43	4.58	0.063	0.685	model1_6zhfA1.pdb.gz
6	6lcpA	0.43	4.96	0.014	0.735	model1_6lcpA.pdb.gz
7	6lknA	0.43	4.96	0.036	0.728	model1_6lknA.pdb.gz
8	7rd6A	0.43	4.65	0.034	0.679	model1_7rd6A.pdb.gz
9	7w47A	0.43	4.44	0.049	0.679	model1_7w47A.pdb.gz
10	7ky5A	0.42	5.06	0.036	0.728	model1_7ky5A.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	0.59	heterocyclic compound binding
GO:0097159	0.59	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:0048522	1.00	positive regulation of cellular process
GO:0080090	0.91	regulation of primary metabolic process
GO:0060255	0.91	regulation of macromolecule metabolic process
GO:0031323	0.91	regulation of cellular metabolic process
GO:2000010	0.90	positive regulation of protein localization to cell surface
GO:1903003	0.90	positive regulation of protein deubiquitination
GO:0090326	0.90	positive regulation of locomotion involved in locomotory behavior
GO:0010628	0.90	positive regulation of gene expression
GO:0009987	0.56	cellular process
GO:0044699	0.51	single-organism 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:0016020	1.00	membrane
GO:0044464	0.99	cell part
GO:0044425	0.83	membrane part
GO:0044424	0.83	intracellular part
GO:0016021	0.82	integral component of membrane
GO:0009279	0.53	cell outer membrane
GO:0043226	0.50	organelle

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	1e9yB	0.383	4.84	0.058	0.636	3.5.1.5	147
2	0.060	2cvtA	0.362	4.73	0.040	0.593	1.17.4.1	129,133
3	0.060	1mhsA	0.384	5.01	0.101	0.673	3.6.3.6	NA
4	0.060	1mpxA	0.273	5.45	0.034	0.506	3.2.1.43	NA
5	0.060	3i4zA	0.358	4.32	0.044	0.556	2.5.1.34	160

	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	2agvB	0.432	4.86	0.075	0.716	0.15	BHQ	complex1.pdb.gz	39,41,42,44
2	0.01	3ar6A	0.427	5.03	0.095	0.735	0.10	12D	complex2.pdb.gz	123,125,143,153
3	0.01	3b8eC	0.403	5.28	0.043	0.722	0.10	III	complex3.pdb.gz	39,42,43,46,48
4	0.01	3ar7A	0.434	4.82	0.075	0.716	0.11	128	complex4.pdb.gz	35,37,144
5	0.01	3ar4A	0.431	5.08	0.093	0.735	0.19	ATP	complex5.pdb.gz	99,125,138,139
6	0.01	3kdpC	0.402	5.22	0.043	0.716	0.10	III	complex6.pdb.gz	24,36,37
7	0.01	2agvA	0.430	4.90	0.075	0.716	0.23	BHQ	complex7.pdb.gz	122,144,145,148,149

	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.