D-I-TASSER Q8TAS1-D1

D-I-TASSER results for Q8TAS1-D1

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

Input Sequence in FASTA format

>Q8TAS1 (113 residues)
MAGSGCAWGAEPPRFLEAFGRLWQVQSRLGSGSSASVYRVRCCGNPGSPPGALKQFLPPG
TTGAAASAAEYGFRKERAALEQLQGHRNIVTLYGVFTIHFSPNVPSRCLLLEL

Predicted Secondary Structure

Sequence	20 40 60 80 100 \| \| \| \| \| MAGSGCAWGAEPPRFLEAFGRLWQVQSRLGSGSSASVYRVRCCGNPGSPPGALKQFLPPGTTGAAASAAEYGFRKERAALEQLQGHRNIVTLYGVFTIHFSPNVPSRCLLLEL
Prediction	CCCCCCCCCCCCCHHHHHCCCSSSHHHSCCCCCCCCSSSSSSCCCCCCCCHHHHCCCCCCCCCCCHHHCCCHHHHHHHHHHHHCCCCCSSSSSSSSSCCCCCCCCCSSSSSSC
Confidence	98776666679842565225400012013789875079997269999872010101368888642221010038889999986178980588988741578998524788629
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 \| \| \| \| \| MAGSGCAWGAEPPRFLEAFGRLWQVQSRLGSGSSASVYRVRCCGNPGSPPGALKQFLPPGTTGAAASAAEYGFRKERAALEQLQGHRNIVTLYGVFTIHFSPNVPSRCLLLEL
Prediction	75454474555334126234532534542463433312312337546433120451335446563554444224634521561674632120201013334461322011255
	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

CCCCCCCCCCCCCHHHHHCCCSSSHHHSCCCCCCCCSSSSSSCCCCCCCCHHHHCCCCCCCCCCCHHHCCCHHHHHHHHHHHHCCCCCSSSSSSSSSCCCCCCCCCSSSSSSC
MAGSGCAWGAEPPRFLEAFGRLWQVQSRLGSGSSASVYRVRCCGNPGSPPGALKQFLPPGTTGAAASAAEYGFRKERAALEQLQGHRNIVTLYGVFTIHFSPNVPSRCLLLEL

4qnyA1

0.15

0.13

4.47

1.17

DEthreader

-------TKSLELAEVCRLDDRYLLERIIGAGSYGVVIRARDTKS-DNRLVAMKRVNKE-I-FEE-VILAKRILREIKLLAHF-NDDNIIGLRNILTPED-ENFDHFYIVMDI

2y7jA1

0.19

0.17

5.41

1.99

SPARKS-K

--------ELPDWAAAKEFYQKYDPKDVIGRGVSSVVRRCVHRATGHE--FAVKIMEVTAERLEQLEEVREATRRETHILRQVAGHPHIITLIDSYESS-----SFMFLVFDL

3ll6A1

0.24

0.21

6.60

0.47

MapAlign

-------QSDFVGQTVELGELRLRVRRVLAEGGFAFVYEAQDVGS--GREYALKRLLSN------EEEKNRAIIQEVCFMKKLSGHPNIVQFCSAASIGSDTGQAEFLLLTEL

3ll6A1

0.24

0.21

6.60

0.28

CEthreader

-------QSDFVGQTVELGELRLRVRRVLAEGGFAFVYEAQDVGSGR--EYALKRLLSNE------EEKNRAIIQEVCFMKKLSGHPNIVQFCSAASIGSDTGQAEFLLLTEL

2y7jA1

0.19

0.17

5.41

1.72

MUSTER

--------ELPDWAAAKEFYQKYDPKDVIGRGVSSVVRRCVHRATG--HEFAVKIMEVTAERLEQLEEVREATRRETHILRQVAGHPHIITLIDSYESSS-----FMFLVFDL

6ygnA

0.18

0.16

5.17

0.62

HHsearch

PSEPSEPSMKASHSSTKELYEKYMIAEDLGRGEFGIVHRCVETSSK--KTYMAKFVKVKGT---DQ----VLVKKEISILNIA-RHRNILHLHESFESM-----EELVMIFEF

5o0yA1

0.21

0.17

5.33

1.42

FFAS-3D

-----------------TLNDRYLLLHLLGRGGFSEVYKAFDLTE--QRYVAVKIHQLNKNRDEKKENYHKHACREYRIHKEL-DHPRIVKLYDYFS----LDTDSFCTVLEY

4qnyA1

0.16

0.14

4.73

0.55

EigenThreader

--TKS---LAELQAEVCRLDDRYLLERIIGAGSYGVVIRARDT-KSDNRLVAMKRVNKEIF---EEVILAKRILREIKLLAHFNDDNIIG-LRNILTPEDPENFDHFYIVMDI

2y7jA

0.21

0.17

5.35

1.35

CNFpred

---------------AKEFYQKYDPKDVIGRGVSSVVRRCVHRA--TGHEFAVKIMEVTRLSPEQLEEVREATRRETHILRQVAGHPHIITLIDSYESS-----SFMFLVFDL

4qnyA

0.15

0.13

4.47

1.17

DEthreader

-------TKSLELAEVCRLDDRYLLERIIGAGSYGVVIRARDTKS-DNRLVAMKRVNKE-I-FEE-VILAKRILREIKLLAHF-NDDNIIGLRNILTPED-ENFDHFYIVMDI

(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	0.7787

(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	4qnyA1	0.76	2.63	0.165	0.903	model1_4qnyA1.pdb.gz
2	1ql6A1	0.74	1.39	0.217	0.805	model1_1ql6A1.pdb.gz
3	3ll6A1	0.74	2.26	0.247	0.858	model1_3ll6A1.pdb.gz
4	3pg1A	0.73	3.01	0.200	0.929	model1_3pg1A.pdb.gz
5	5hnvA	0.73	2.02	0.179	0.841	model1_5hnvA.pdb.gz
6	5z33A	0.72	2.37	0.214	0.867	model1_5z33A.pdb.gz
7	2y7jA1	0.71	2.21	0.196	0.823	model1_2y7jA1.pdb.gz
8	1q99B	0.71	2.12	0.144	0.850	model1_1q99B.pdb.gz
9	4o2zA	0.71	2.43	0.092	0.858	model1_4o2zA.pdb.gz
10	1wakA1	0.71	2.09	0.188	0.841	model1_1wakA1.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:0004674	1.00	protein serine/threonine kinase activity
GO:1901363	0.98	heterocyclic compound binding
GO:0097159	0.98	organic cyclic compound binding
GO:0043021	0.97	ribonucleoprotein complex binding
GO:0003729	0.97	mRNA 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:0050794	0.99	regulation of cellular process
GO:0044260	0.99	cellular macromolecule metabolic process
GO:0044238	0.99	primary metabolic process
GO:0080090	0.98	regulation of primary metabolic process
GO:0060255	0.98	regulation of macromolecule metabolic process
GO:0031323	0.98	regulation of cellular metabolic process
GO:0016070	0.98	RNA metabolic process
GO:0006468	0.98	protein phosphorylation
GO:0046825	0.97	regulation of protein export from nucleus
GO:0018105	0.97	peptidyl-serine phosphorylation
GO:0000381	0.97	regulation of alternative mRNA splicing, via spliceosome
GO:0000184	0.97	nuclear-transcribed mRNA catabolic process, nonsense-mediated decay

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:0044422	0.99	organelle part
GO:0043229	0.99	intracellular organelle
GO:0035770	0.98	ribonucleoprotein granule
GO:0035145	0.98	exon-exon junction complex
GO:0043227	0.63	membrane-bounded organelle
GO:0043231	0.61	intracellular membrane-bounded organelle
GO:0005634	0.58	nucleus

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	2v7oA	0.664	1.78	0.188	0.743	2.7.11.17	NA
2	0.060	3c0gB	0.664	2.50	0.157	0.779	2.7.11.1	NA
3	0.060	3e7oA	0.687	2.67	0.206	0.850	2.7.11.24	33
4	0.060	1u5qA	0.679	1.50	0.219	0.752	2.7.11.1	47
5	0.060	1ql6A	0.743	1.39	0.217	0.805	2.7.11.19 2.7.1.38	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	0.55	1phkA	0.725	1.22	0.227	0.779	0.81	ATP	complex1.pdb.gz	29,30,32,35,37,52,54,111,112
2	0.28	2rkuA	0.696	2.15	0.194	0.823	0.82	R78	complex2.pdb.gz	27,28,29,31,37,39,52,90,111,112,113
3	0.27	3da6A	0.649	2.79	0.211	0.832	0.81	BZ9	complex3.pdb.gz	29,30,37,52,54,56,73,76,109,111,113

	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.