D-I-TASSER Q6MZW2-D3

D-I-TASSER results for Q6MZW2-D3

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

Input Sequence in FASTA format

>Q6MZW2 (89 residues)
PPVIRVYPESQAQEPGVAASLRCHAEGIPMPRITWLKNGVDVSTQMSKQLSLLANGSELH
ISSVRYEDTGAYTCIAKNEVGVDEDISSL

Predicted Secondary Structure

Sequence	20 40 60 80 \| \| \| \| PPVIRVYPESQAQEPGVAASLRCHAEGIPMPRITWLKNGVDVSTQMSKQLSLLANGSELHISSVRYEDTGAYTCIAKNEVGVDEDISSL
Prediction	CCSSSSCCCSSSSCCCCSSSSSSSSSSCCCCSSSSSSCCSSCCCCCCCSSSSSCCCCSSSSCCCCHHHCSSSSSSSSSCCCSSSSSSSC
Confidence	98799817619992993199999999518988999989999589998149998997599995665244679999999379689999989
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 \| \| \| \| PPVIRVYPESQAQEPGVAASLRCHAEGIPMPRITWLKNGVDVSTQMSKQLSLLANGSELHISSVRYEDTGAYTCIAKNEVGVDEDISSL
Prediction	75514540562415445504041404453445046244755057775341413664334304504564464534404153443424168
	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

                   |                   |                   |                   |

SS
Seq

CCSSSSCCCSSSSCCCCSSSSSSSSSSCCCCSSSSSSCCSSCCCCCCCSSSSSCCCCSSSSCCCCHHHCSSSSSSSSSCCCSSSSSSSC
PPVIRVYPESQAQEPGVAASLRCHAEGIPMPRITWLKNGVDVSTQMSKQLSLLANGSELHISSVRYEDTGAYTCIAKNEVGVDEDISSL

1tlkA

0.27

8.27

1.50

DEthreader

KPYFTKTILDMDVVEGSAARFDCKVEGYPDPEVMWFKDDNPVKE-SRHFQIDYDGNCSLTISEVCGDDDAKYTCKAVNSLGEATCTAEL

3pucA

0.28

8.58

1.21

SPARKS-K

KPVIVTGLQDTTVSSDSVAKFAVKATGEPRPTAIWTKDGKAITQGGKYKLSEDKGGFFLEIHKTDTSDSGLYTCTVKNSAGSVSSSCKL

3dmkA2

0.39

11.62

0.47

MapAlign

PPVIRQAFQEETMEPGPSVFLKCVAGGNPTPEISWELDGKKIANNDRYQVGQYVTVSYLNITSVHANDGGLYKCIAKSKVGVAEHSAKL

3dmkA

0.39

11.62

0.34

CEthreader

PPVIRQAFQEETMEPGPSVFLKCVAGGNPTPEISWELDGKKIANNDRYQVGQYVTVSYLNITSVHANDGGLYKCIAKSKVGVAEHSAKL

3b43A3

0.28

8.58

1.24

MUSTER

PPVFRKKPHPVETLKGADVHLECELQGTPPFQVSWHKDKRELRSGKKYKIMSENFLTSIHILNVDSADIGEYQCKASNDVGSDTCVGSI

3b43A

0.29

8.89

0.41

HHsearch

PPYFIEPLEHVEAAIGEPITLQCKVDGTPEIRIAWYKEHTKLRSAPAYKMQFKNNVASLVINKVDHSDVGEYTCKAENSVGAVASSAVL

3b43A2

0.29

8.89

1.80

FFAS-3D

PPFFDLKPVSVDLALGESGTFKCHVTGTAPIKITWAKDNREIRPGGNYKMTLVENTATLTVLKVTKGDAGQYTCYASNVAGKDSCSAQL

2dm2A

0.24

7.37

0.30

EigenThreader

APFFEMKLKHYKIFEGMPVTFTCRVAGNPKPKIYWFKDGKQISPKSDHYTIQRDGTCSLHTTASTLDDDGNYTIMAANPQGRISCTGRL

2rikA

0.29

8.89

1.68

CNFpred

PPFFDLKPVSVDLALGESGTFKCHVTGTAPIKITWAKDNREIRPGGNYKMTLVENTATLTVLKVTKGDAGQYTCYASNVAGKDSCSAQL

6fwxB2

0.22

7.07

1.50

DEthreader

APTFTQPLQSVVVLEGSTATFEAHISGFPVPEVSWFRDGQVISDSSPGVQISFSGRAKLTIPAVTKANSGRYSLKATNGSGQATSTAEL

(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	0.8932

(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	1tlkA	0.97	0.59	0.281	1.000	model1_1tlkA.pdb.gz
2	3qp3A	0.96	0.67	0.202	1.000	model1_3qp3A.pdb.gz
3	1ya5A	0.96	0.74	0.258	1.000	model1_1ya5A.pdb.gz
4	2wwkO	0.95	0.78	0.236	1.000	model1_2wwkO.pdb.gz
5	6fwxB1	0.95	0.79	0.258	1.000	model1_6fwxB1.pdb.gz
6	1u2hA	0.95	0.89	0.270	1.000	model1_1u2hA.pdb.gz
7	2nziA1	0.95	0.85	0.225	1.000	model1_2nziA1.pdb.gz
8	3b43A	0.94	0.95	0.292	1.000	model1_3b43A.pdb.gz
9	3pucA	0.94	0.92	0.281	1.000	model1_3pucA.pdb.gz
10	1g1cA	0.94	0.97	0.292	1.000	model1_1g1cA.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:0004872	0.47	receptor activity
GO:0042802	0.41	identical protein binding
GO:0004888	0.41	transmembrane signaling receptor activity
GO:0003824	0.34	catalytic activity
GO:0016740	0.31	transferase 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:0044699	0.87	single-organism process
GO:0044763	0.82	single-organism cellular process
GO:0032502	0.69	developmental process
GO:0065007	0.68	biological regulation
GO:0050789	0.68	regulation of biological process
GO:0050794	0.65	regulation of cellular process
GO:0044767	0.63	single-organism developmental 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:0044464	0.96	cell part
GO:0044424	0.66	intracellular part
GO:0016020	0.52	membrane

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	0.305	1tnnA	0.781	2.25	0.322	0.978	2.7.11.1	34,36,84
2	0.270	2cknA	0.734	2.21	0.238	0.933	2.7.10.1	22,36,40,58,88
3	0.269	2bk8A	0.883	1.34	0.182	0.989	2.7.11.1	34
4	0.256	2eo1A	0.821	1.84	0.190	0.944	2.7.11.1	34,87
5	0.229	2gqhA	0.795	1.59	0.181	0.933	2.7.11.1	50,87

	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	0.15	1yeeL	0.832	1.91	0.193	0.989	0.79	PNB	complex1.pdb.gz	32,75,77,82,84
2	0.10	1i8iA	0.846	1.69	0.161	0.978	0.62	III	complex2.pdb.gz	2,26,82
3	0.08	1cbvL	0.832	1.97	0.225	1.000	0.60	QNA	complex3.pdb.gz	27,28,77,78,82
4	0.08	3scmC	0.838	1.82	0.207	0.978	0.63	LGN	complex4.pdb.gz	31,78,79
5	0.07	1q72H	0.793	2.29	0.193	0.989	0.70	COC	complex5.pdb.gz	30,32,77,78,81
6	0.07	1bafL	0.835	1.73	0.172	0.978	0.62	NPP	complex6.pdb.gz	35,37,41,71,73
7	0.07	1tlk0	0.972	0.59	0.281	1.000	1.07	III	complex7.pdb.gz	26,28,30,32,33,34,42,50,52,53,54,55
8	0.06	2iep0	0.888	1.33	0.310	0.978	0.75	III	complex8.pdb.gz	5,6,9,58
9	0.04	1ehlL	0.833	1.84	0.195	0.978	0.67	QNA	complex9.pdb.gz	37,38,42

	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.