D-I-TASSER Q86U38-D3

D-I-TASSER results for Q86U38-D3

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

Input Sequence in FASTA format

>Q86U38 (107 residues)
PGVVIALVGACRRVGAYQAKVLQLLLEAFHCAEPSSRQVACVPLFATLMAYEVYYGLTEE
EGAVPAEHQVAMAAARALGDVTVLGSLLLQHLLHFSTPGLVLRSLGA

Predicted Secondary Structure

Sequence	20 40 60 80 100 \| \| \| \| \| PGVVIALVGACRRVGAYQAKVLQLLLEAFHCAEPSSRQVACVPLFATLMAYEVYYGLTEEEGAVPAEHQVAMAAARALGDVTVLGSLLLQHLLHFSTPGLVLRSLGA
Prediction	CCHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCCSSHHHHHHHHHHHHHHHCCCCCCCCCCHHHHCCCCCCCCCCCSSSSHHHHHHHHHHCCCCHHHHHHHCC
Confidence	92459999999984413999999999997899950021321212344412787614430013442122101221135774245257999999915992899987309
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 \| \| \| \| \| PGVVIALVGACRRVGAYQAKVLQLLLEAFHCAEPSSRQVACVPLFATLMAYEVYYGLTEEEGAVPAEHQVAMAAARALGDVTVLGSLLLQHLLHFSTPGLVLRSLGA
Prediction	83003300510442444234005202510516557743220030103033344146355565545464455445654344021200210210142742141142248
	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

                   |                   |                   |                   |                   |

SS
Seq

CCHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCCSSHHHHHHHHHHHHHHHCCCCCCCCCCHHHHCCCCCCCCCCCSSSSHHHHHHHHHHCCCCHHHHHHHCC
PGVVIALVGACRRVGAYQAKVLQLLLEAFHCAEPSSRQVACVPLFATLMAYEVYYGLTEEEGAVPAEHQVAMAAARALGDVTVLGSLLLQHLLHFSTPGLVLRSLGA

5wzgA

0.22

0.19

5.89

1.17

DEthreader

SGVVASLIAVSQRLQSHENKCCEALVGAV-CST-NESRISILPRLLFLYYFCRDKST--------------WEW-APGAKMHVMGCLILQGIFKFSHIQPYITSLTS

5wzgA

0.23

0.20

6.14

1.03

MapAlign

SGVVASLIAVSQRLQSHENKCCEALVGAV-C-STNESRISILPRLLFL---DYYF------------GCRDKSTWEWAAKMHVMGCLILQGIFKFSHIQPYITSLTS

5wzgA

0.22

0.19

5.91

1.10

CEthreader

SGVVASLIAVSQRLQSHENKCCEALVGAVCS--TNESRISILPRLLFLDYYFGCRDKSTW-------------EWAPGAKMHVMGCLILQGIFKFSSDHPYITSLTS

5wzgA

0.23

0.20

6.16

1.71

HHsearch

SGVVASLIAVSQRLQSHENKCCEALVGAVCSTNES--RISILPRLLFLDYYFGCRDKST-------------WEWAPGAKMHVMGCLILQGIFKFSSDHPYITSLTS

6z2wE

0.08

0.07

2.56

0.83

DEthreader

LNEASVSIQTCF-KTNNITRLTSWTV-IL-----------GR-LACLESEVCHCDI--EK---TGN--PFVRINP-NRPEAKSEIFRILHNFLHIFSLLSILCLSTI

5wzgA

0.23

0.20

6.16

0.96

SPARKS-K

SGVVASLIAVSQRLQSHENKCCEALVGAVC--STNESRISILPRLLFL---DYYFGCRDKSTWEW----------APGAKMHVMGCLILQGIFKFSSDHPYITSLTS

5whqA

0.06

2.44

0.63

MapAlign

---Y--VNPEGPDGIPDPVASAKDIRVT--FGRMAMNDEETVALITHGAGPTHH-VGKEPEAAPIEHQGLGWANSFGTITSGLEVTWTPLTTDIARMDPAYDKICRD

5svdA2

0.14

0.11

3.85

0.62

CEthreader

MDFGTAIINTSNKQGGYRDDVIAQLIQKYYPEKSDAKN--ILESCLLLSASTLGNTRD-----------------DWPTAEERRRSVFLEQLIDYDDKFITIDSMLA

5wzgA

0.22

0.19

5.91

0.86

MUSTER

SGVVASLIAVSQRLQSHENKCCEALVGAVCST--NESRISILPRLLFLDYYFGC-------------RDKSTWEWAPGAKMHVMGCLILQGIFKFSSDQPYITSLTS

5wzgA3

0.21

0.12

3.86

1.71

HHsearch

-------------------------------STNES-RISILPRLLFLDYYFGCRDKST--W-----------EWAPGAKMHVMGCLILQGIFKFSSDHPYITSLTS

(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	0.7302

(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	5wzgA	0.71	2.01	0.225	0.832	model1_5wzgA.pdb.gz
2	5svdA2	0.54	2.73	0.130	0.720	model1_5svdA2.pdb.gz
3	6z2wE	0.53	3.71	0.091	0.813	model1_6z2wE.pdb.gz
4	1g6wD2	0.52	3.39	0.047	0.794	model1_1g6wD2.pdb.gz
5	3ddpD	0.52	4.29	0.110	0.925	model1_3ddpD.pdb.gz
6	6hzeA	0.51	3.99	0.069	0.822	model1_6hzeA.pdb.gz
7	5lkbA	0.51	3.61	0.047	0.804	model1_5lkbA.pdb.gz
8	3pzdA1	0.51	3.93	0.039	0.860	model1_3pzdA1.pdb.gz
9	2w2hA	0.49	4.00	0.078	0.804	model1_2w2hA.pdb.gz
10	3kjyA2	0.46	3.98	0.122	0.757	model1_3kjyA2.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:0044822	1.00	poly(A) RNA 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:0065007	0.80	biological regulation
GO:0050896	0.77	response to stimulus
GO:0010252	0.76	auxin homeostasis
GO:0009749	0.76	response to glucose
GO:0009744	0.76	response to sucrose
GO:0009987	0.66	cellular process
GO:0008152	0.56	metabolic process
GO:0071704	0.53	organic substance metabolic process
GO:0044237	0.53	cellular metabolic process
GO:0034641	0.50	cellular nitrogen compound metabolic 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:0005737	1.00	cytoplasm
GO:0043229	0.91	intracellular organelle
GO:0044446	0.88	intracellular organelle part
GO:0044428	0.86	nuclear part
GO:0043232	0.84	intracellular non-membrane-bounded organelle
GO:0005730	0.83	nucleolus

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	2azdB	0.432	4.84	0.080	0.804	2.4.1.1	50
2	0.060	3n2zB	0.482	4.20	0.029	0.841	3.4.16.2	NA
3	0.060	2qnoA	0.501	3.46	0.086	0.729	3.2.1.4	92
4	0.060	1l2aE	0.459	3.56	0.021	0.720	3.2.1.4	NA
5	0.060	1i19A	0.459	4.42	0.120	0.766	1.1.3.6	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	2wfyD	0.518	4.29	0.100	0.925	0.27	III	complex1.pdb.gz	4,7,84,87,88,102
2	0.01	2uxiB	0.494	3.85	0.116	0.804	0.20	G50	complex2.pdb.gz	29,85,88
3	0.01	1urcD	0.527	4.03	0.093	0.897	0.23	III	complex3.pdb.gz	3,21,24,25,87,88,89
4	0.01	2uxuA	0.495	3.70	0.105	0.794	0.24	NAR	complex4.pdb.gz	4,84,92
5	0.01	1okwD	0.526	4.05	0.093	0.897	0.19	III	complex5.pdb.gz	22,87,88,91
6	0.01	2uxuB	0.491	3.72	0.105	0.794	0.24	NAR	complex6.pdb.gz	3,84,88
7	0.01	1ol1D	0.529	4.02	0.093	0.897	0.16	III	complex7.pdb.gz	89,90,92
8	0.01	1okvD	0.527	4.03	0.093	0.897	0.17	III	complex8.pdb.gz	18,87,91
9	0.01	2uueD	0.524	4.08	0.093	0.897	0.12	III	complex9.pdb.gz	12,85,86
10	0.01	2uxoB	0.491	3.74	0.105	0.794	0.19	TAC	complex10.pdb.gz	2,45,92

	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, Chengxin Zhang, Yang Li, Robin Pearce, Eric W. Bell, Yang Zhang. Folding non-homology proteins by coupling deep-learning contact maps with I-TASSER assembly simulations. In preparation, 2020.