D-I-TASSER Q8IZU9-D6

D-I-TASSER results for Q8IZU9-D6

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

Input Sequence in FASTA format

>Q8IZU9 (244 residues)
AVIIGVAVGAGVAFLVLMATIVAFCCARSQRNLKGVVSAKNDIRVEIVHKEPASGREGEE
HSTIKQLMMDRGEFQQDSVLKQLEVLKEEEKEFQNLKDPTNGYYSVNTFKEHHSTPTISL
SSCQPDLRPAGKQRVPTGMSFTNIYSTLSGQGRLYDYGQRFVLGMGSSSIELCEREFQRG
SLSDSSSFLDTQCDSSVSSSGKQDGYVQFDKASKASASSSHHSQSSSQNSDPSRPLQRRM
QTHV

Predicted Secondary Structure

Sequence	20 40 60 80 100 120 140 160 180 200 220 240 \| \| \| \| \| \| \| \| \| \| \| \| AVIIGVAVGAGVAFLVLMATIVAFCCARSQRNLKGVVSAKNDIRVEIVHKEPASGREGEEHSTIKQLMMDRGEFQQDSVLKQLEVLKEEEKEFQNLKDPTNGYYSVNTFKEHHSTPTISLSSCQPDLRPAGKQRVPTGMSFTNIYSTLSGQGRLYDYGQRFVLGMGSSSIELCEREFQRGSLSDSSSFLDTQCDSSVSSSGKQDGYVQFDKASKASASSSHHSQSSSQNSDPSRPLQRRMQTHV
Prediction	CSSSSSHHHHHHHHHHHHHHHHHHHHSCCCCCCCCCCCCCCCSSSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
Confidence	9157621889999999999999996202467766631135533543146898888886555655544335678787556553456555531001368987887777776788788766788888888888988899888889988889999989888889888999887777788888888888888889899888899888899899898889998877777888888889998876654579
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 120 140 160 180 200 220 240 \| \| \| \| \| \| \| \| \| \| \| \| AVIIGVAVGAGVAFLVLMATIVAFCCARSQRNLKGVVSAKNDIRVEIVHKEPASGREGEEHSTIKQLMMDRGEFQQDSVLKQLEVLKEEEKEFQNLKDPTNGYYSVNTFKEHHSTPTISLSSCQPDLRPAGKQRVPTGMSFTNIYSTLSGQGRLYDYGQRFVLGMGSSSIELCEREFQRGSLSDSSSFLDTQCDSSVSSSGKQDGYVQFDKASKASASSSHHSQSSSQNSDPSRPLQRRMQTHV
Prediction	7210001201110131232210000011365445424453541414134654445556564643444335446455434254351244645424634524534342443654424333434534563433444343444443334343444443343544254444443244345544444344433233243633343534366344344455434344344434355453453434424437
	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                 180                 200                 220                 240

                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |

SS
Seq

CSSSSSHHHHHHHHHHHHHHHHHHHHSCCCCCCCCCCCCCCCSSSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
AVIIGVAVGAGVAFLVLMATIVAFCCARSQRNLKGVVSAKNDIRVEIVHKEPASGREGEEHSTIKQLMMDRGEFQQDSVLKQLEVLKEEEKEFQNLKDPTNGYYSVNTFKEHHSTPTISLSSCQPDLRPAGKQRVPTGMSFTNIYSTLSGQGRLYDYGQRFVLGMGSSSIELCEREFQRGSLSDSSSFLDTQCDSSVSSSGKQDGYVQFDKASKASASSSHHSQSSSQNSDPSRPLQRRMQTHV

2yquA

0.07

2.99

0.46

CEthreader

LDLPALMAHKDKVVQANTQGVEFLFKKNGIARHQGTARFLSERKVLVEETGEELEARYILIATGSAPLIPPWAQVDYERVVTSTEALSFPEVPKRLIVVGGGVIVLEYMDRILPTMDLEVSRAAERVFKKQGLTIRTGVRVTAVVPEAKGARVELEGGEVLEVAVGRRPYTEGLSLENAGLSTDERGRIPVDEHLRTRVPHIYAIGDVVRGPMLAHKASEEGIAAVEHMVRGFGHVDYQAIPSV

7kgdA

0.07

2.72

0.53

EigenThreader

MPALLAAQDELMAMAAKNVSDIISTSMGEAKSRMLKVMGSSGQLGIPNFDTSSGEAMREMEQLIAKLQEKQSESQMAFLLGLSMLVVFLVLAALYESWAIPLSVMLVVPLG--------IFGAIIAIMSRGLMNDVFFKIGLITIIGLSAKNAILIVEFAKMLKEEGMSLIEATVAAAKLRLRPILMTSLAFTCGVIPLVIA----TGASSETQHALGTGVFGGMISATILAIFFVPVFFIFIL

7abiK

0.16

0.08

2.72

0.39

FFAS-3D

-------------------------------------------------------NDEEEYEAWKVRELKR-------IKRDREDREALEKEKAEIE-------RMRNLTEEERRAE-----LRANGKVITNKAVKGKYKFLQKY------------------------------------YHRGAFFMDEDEEVYKRDFSAPTLEDHFNK---------TILPKVMQVKNFGRSGRTK-YTH-

5yfpB

0.07

2.66

0.83

SPARKS-K

LTDSPTIIEMWLLILKYINDLWKICDQFIGTYQNSIINEKR------KENILIGDSNIIE---------SYQKSLILKEEQINEVRLKGEEFITSVSQNLISFFT-------SSQSSLPSSLKDSTGDITRS---NKDSGSPLDYGF--IPPNCNGLSCLRYLPKIVEPILKFSTELAQLNITTNGIICRNTLSTIINRCVGASNFYQLENWQVYETVTFSSKSQDSSKNLTFEYGVTQFPEIV

3qicA

0.11

0.03

1.02

0.54

CNFpred

RRACESVSTRAAHMCSAGLAGVINRMRESRSED--------VMRITVGVDG--------------------------MVYKLHPSFKERFHASVR-----------------------------------------------------------------------------------------------------------------------------------------------------

6fvbA

0.05

0.04

1.71

0.67

DEthreader

--K-QSFEEWTTLSLYKFIKCGWQTAIRLIRCAEQAAQL---LLIQVF-P-----TN-I-SGDELRIIRRRAVLTTVQVRVNTLSDILRNLVSGSLQNFKSYALEIWEVLALDALEAPSSYLCSQ-IQ------------IIARISY-V---NPDAL-------------------------T--LATYHDNLP-------IRKIVSKDQT-YDSVVNKLLTGWIFFKVH-LG--HLNDIVEQL

3jd8A

0.06

2.55

0.79

MapAlign

WTILGLDAMYVIMWITYMAFLLVFFGAFFAFEGCLRRLFTRWGSFCVRNPGCVIFFSLVFITACSSGLVTNPVDLWSAPSQARLEKEYFDQHFGPFFRTEQLIIRAKHIYQPYPSGADVPFGPPLDIQILHQVLDLQIAIENITASYDNETVTLQDICLAPLSPYNTNCTILSVLNYFQNSHSVLDHKKGDDFFVYADYHTHAPASLNDTSLLHDPCLGTFGGPVFPWLVLGGYNNATALVITF

6etxG

0.13

4.54

0.78

MUSTER

HGQIRVFNHSRDRWLRVLSPFAPDYIQRSLFHRKGINEESCFSFLRFIDISPAEMANLMLQGLLARWLALFLSLKASYRLHQLRSEGESHQRYLRNKDFLLGVNFPLSFPNLCSCPLLKSLVFSSHCKAVSGYSDQVVHQRRSATSSLRRCLLTELPSFLCVASPRVTAVPLDSYCNDRSAEYEGGSLAAKQCLLNGAPELAADWLNRRSQFFPEPAGGLWSIRPQNGWSFIRIPGKESLITDS

2kluA

0.09

0.02

0.93

1.08

HHsearch

GSMALIVLGGVAGLLLFIGLGIFFSVRSRHRRRQAERM--SQIKRLLSEKKTS--QS------PHRFQKTHSPI--------------------------------------------------------------------------------------------------------------------------------------------------------------------------

5x5yF

0.07

2.99

0.39

CEthreader

MAFRIPGFLQLILPLGLFLGILLAYGRLYLESEMTVLSATGMSQKRLLGYTMAPALLVAILVAWLSLFLAPQGINQFALLLNKQDTLTEFDTLVPGQAMRDGTRVTYTEELSKDRGELAGIFISQKDLSNQERGISILVAEKGTQNIQADGSRYLILHNGYRYDGNPGQANYRAIQYDTYGVMLPKPDAVPTADLFGSDNPRYQAELQWRLSTPLLVFVVTLLAVPLSRVNPRQGRFLKLLPAI

(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	0.421

(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	6p2kA	0.45	5.54	0.046	0.746	model1_6p2kA.pdb.gz
2	5h4eA	0.44	5.32	0.047	0.701	model1_5h4eA.pdb.gz
3	3a23A	0.43	5.93	0.068	0.725	model1_3a23A.pdb.gz
4	3c68A2	0.43	5.49	0.028	0.684	model1_3c68A2.pdb.gz
5	1ve6A	0.43	5.80	0.069	0.734	model1_1ve6A.pdb.gz
6	7kv1A	0.43	5.78	0.033	0.725	model1_7kv1A.pdb.gz
7	2dkcA	0.43	5.95	0.071	0.725	model1_2dkcA.pdb.gz
8	6eqoA	0.43	5.45	0.058	0.693	model1_6eqoA.pdb.gz
9	2j5wA	0.43	6.38	0.025	0.787	model1_2j5wA.pdb.gz
10	6mgjA	0.43	5.56	0.041	0.701	model1_6mgjA.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:0019904	0.33	protein domain specific binding
GO:0030165	0.31	PDZ domain 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:0009987	0.98	cellular process
GO:0044763	0.97	single-organism cellular process
GO:0016043	0.93	cellular component organization
GO:0048856	0.88	anatomical structure development
GO:0044767	0.87	single-organism developmental process
GO:0048513	0.77	animal organ development
GO:0007155	0.66	cell adhesion
GO:0098609	0.62	cell-cell adhesion
GO:0048869	0.62	cellular developmental process
GO:0007156	0.55	homophilic cell adhesion via plasma membrane adhesion molecules
GO:0022607	0.51	cellular component assembly
GO:0030097	0.50	hemopoiesis
GO:0021766	0.50	hippocampus development
GO:0007416	0.50	synapse assembly

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	1.00	cell part
GO:0016020	0.97	membrane
GO:0005886	0.91	plasma membrane
GO:0044425	0.64	membrane part
GO:0016021	0.57	integral component of membrane
GO:0097458	0.56	neuron part
GO:0044424	0.51	intracellular part
GO:0005576	0.51	extracellular region

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	1tu5A	0.402	5.81	0.052	0.680	1.4.3.21	NA
2	0.060	1v8bA	0.410	5.92	0.052	0.701	3.3.1.1	NA
3	0.060	1no3A	0.413	5.78	0.030	0.676	1.13.11.12	NA
4	0.060	1ksiA	0.413	5.66	0.094	0.676	1.4.3.21	NA
5	0.060	2ebsB	0.402	5.83	0.047	0.689	3.2.1.150	194

	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:

Click to view	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	2xawA	0.425	5.72	0.040	0.705	0.43	III	complex1.pdb.gz	151,152,155,161,181,182
	2	0.01	1r1rA	0.423	5.72	0.031	0.705	0.43	III	complex2.pdb.gz	99,101,102,103,136,137

	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.