D-I-TASSER Q8IY31-D1

D-I-TASSER results for Q8IY31-D1

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

Input Sequence in FASTA format

>Q8IY31 (132 residues)
MAKDILGEAGLHFDELNKLRVLDPEVTQQTIELKEECKDFVDKIGQFQKIVGGLIELVDQ
LAKEAENEKMKAIGARNLLKSIAKQREAQQQQLQALIAEKKMQLERYRVEYEALCKVEAE
QNEFIDQFIFQK

Predicted Secondary Structure

Sequence	20 40 60 80 100 120 \| \| \| \| \| \| MAKDILGEAGLHFDELNKLRVLDPEVTQQTIELKEECKDFVDKIGQFQKIVGGLIELVDQLAKEAENEKMKAIGARNLLKSIAKQREAQQQQLQALIAEKKMQLERYRVEYEALCKVEAEQNEFIDQFIFQK
Prediction	CCHHHHHHCCSSSCCCCCSSSCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCC
Confidence	954577762803526774455173899999999999999999999999999999999999999999999999999999999999999999999999999999999999999999999999999999997239
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 120 \| \| \| \| \| \| MAKDILGEAGLHFDELNKLRVLDPEVTQQTIELKEECKDFVDKIGQFQKIVGGLIELVDQLAKEAENEKMKAIGARNLLKSIAKQREAQQQQLQALIAEKKMQLERYRVEYEALCKVEAEQNEFIDQFIFQK
Prediction	855551562201013413020133633641551363045025415404520540251155116514544141214344154256536444442443155354415425323500441264054116403468
	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

                   |                   |                   |                   |                   |                   |

SS
Seq

CCHHHHHHCCSSSCCCCCSSSCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCC
MAKDILGEAGLHFDELNKLRVLDPEVTQQTIELKEECKDFVDKIGQFQKIVGGLIELVDQLAKEAENEKMKAIGARNLLKSIAKQREAQQQQLQALIAEKKMQLERYRVEYEALCKVEAEQNEFIDQFIFQK

6u0tA

0.10

0.08

3.11

1.33

DEthreader

----KE---FE-------GE-DLA--YDARIKYQKETQKQWIEQQIREKKMREEAERNEERAYATQTLELNRMRGMLEDDFNRKKASIRQAVKEENQQLDKQKRDLEKQSNNEKLNYERTEIDMVKTR-GQK

6vbu72

0.06

2.64

0.46

CEthreader

YFQNTFLDTQLESTGEGVFKSDNISTISILKDVLSKEATKRNEVSVKHTLKLIHPKLEYQLLLAKKVQLIDALKELQVHEGNTNFLIPEYRCILEEADHLQEEYKKQPAHLERLYGMITDLFIDKFKFKGTN

6dd5A

0.08

3.05

0.60

EigenThreader

YFTWPLIAADGGGVDNAGAKAGLTFLVDLIKNWAWSNIDTSKELAKEFLENYEGLEAVNKDKPSYEEELARIAATMENAQKGGLHAWVRFLADTLFSSLKRNALMLETAVWSRQTHRLTDTFINLFQSRTGE

2b5uA3

0.12

0.10

3.48

1.00

FFAS-3D

-----------------------EAAERNYERARAELNQANEDVARNQERQAKAVQVYNSRKSELDAANKTLADAIAEIKQFNTDVNNKQAAFDAAAKEKSDADAALSSAMESRKKKEDKKRSAENNLNDEK

5vtlA2

0.16

0.14

4.80

0.99

SPARKS-K

-----------IPFGVKVLKALAAANVSDASKAREGCQDAVRRAEDAFSSVEEAVGRARAALKEAESAENAAKTALSDVEQYAANAPLLAADLRAEYDQLEAAVRRASEARVAARAAESNARKAAEEAERTA

5xg2A

0.13

0.11

3.67

0.62

CNFpred

-------------------------AEEEKERLKAEILTGEARLPGLRERAENLRRLVEEKRAEISELLSDLEKELELARKDLEKVLAEERAVREEIEVAKRRINELDTLIERERGELAKLRGRIERLERKR

6u0uA

0.07

0.06

2.48

1.17

DEthreader

--K--C------LDG-------DL--NQGNRRRLQQLQQRDWIEQQIREKEERKRQEDEEKKAFEQQTLHINMMRGDLEDNLNQKRRNWEKNTKEFNIQQRNEKLDYERSSHLDNQAQNQYHITY--CNTNN

4tn3A

0.11

4.06

0.58

MapAlign

HCARHGEKLLLFCQEDSKVICFLMEEVAQEYHVKLQTALEMLRQKQQEAEKLEADIREEKASWKIQIDYDKTNVSADFEQLREILDWEESNELQNLEKEEEDILKSLTKSETEMVQQTQYMRELISELEHR-

4cgkA

0.11

4.07

0.68

MUSTER

VNSKSITEAISRVAAMSEIVSANNKMLEQQKADKKAISEKQVANNDAINTVIANQQKLADDAQALTTKQAELKAAELSLAAEKATAEGEKASLLEQKAAAEAEARAAAVAEAAYKEKRASQQQSVLASANTN

6f1tX2

0.13

0.09

3.14

0.63

HHsearch

------------------------QHIIRLESLQAEIKMLSDRKRELEHRLSATLEENDLL------------------QGTVEELQDRVLILERQGHDKDLQLHQSQLELQEVRLSYRQLQGGGGGGGGGG

(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	0.4677

(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	2i1kA	0.77	2.77	0.085	0.947	model1_2i1kA.pdb.gz
2	5xg2A	0.75	2.34	0.099	0.871	model1_5xg2A.pdb.gz
3	5wk5A	0.75	2.35	0.063	0.894	model1_5wk5A.pdb.gz
4	3na7A1	0.74	2.56	0.034	0.871	model1_3na7A1.pdb.gz
5	6xkyA	0.74	2.21	0.047	0.879	model1_6xkyA.pdb.gz
6	5xbjA	0.73	2.63	0.081	0.886	model1_5xbjA.pdb.gz
7	5wjtA	0.73	2.67	0.068	0.894	model1_5wjtA.pdb.gz
8	4e40A	0.73	2.26	0.096	0.879	model1_4e40A.pdb.gz
9	6z6fD	0.72	2.38	0.067	0.856	model1_6z6fD.pdb.gz
10	3g67A	0.72	2.19	0.128	0.849	model1_3g67A.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:0002046	0.50	opsin binding
GO:1901363	0.40	heterocyclic compound binding
GO:0097159	0.40	organic cyclic compound binding
GO:0035639	0.30	purine ribonucleoside triphosphate binding
GO:0032555	0.30	purine ribonucleotide binding
GO:0032550	0.30	purine ribonucleoside 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:0042384	1.00	cilium assembly
GO:0034067	1.00	protein localization to Golgi apparatus
GO:0006810	0.97	transport
GO:0098840	0.96	protein transport along microtubule
GO:0061512	0.96	protein localization to cilium
GO:0051642	0.96	centrosome localization
GO:0042073	0.96	intraciliary transport

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:0043226	1.00	organelle
GO:0044446	0.97	intracellular organelle part
GO:0044444	0.96	cytoplasmic part
GO:0005929	0.96	cilium
GO:0043231	0.95	intracellular membrane-bounded organelle
GO:0032991	0.95	macromolecular complex
GO:0043234	0.94	protein complex
GO:0043232	0.94	intracellular non-membrane-bounded organelle
GO:0005815	0.94	microtubule organizing center
GO:0030992	0.93	intraciliary transport particle B
GO:0005813	0.93	centrosome
GO:0005794	0.89	Golgi apparatus

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	0.067	1cxzB	0.501	1.80	0.105	0.553	2.7.11.13	NA
2	0.066	1urfA	0.469	2.45	0.066	0.561	2.7.11.13	NA
3	0.060	1p49A	0.566	4.21	0.050	0.841	3.1.6.2	NA
4	0.060	2iw5A	0.669	3.22	0.110	0.879	1.-.-.-	NA
5	0.060	3e04D	0.543	2.78	0.070	0.674	4.2.1.2	112

	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	0.03	2iw50	0.669	3.22	0.110	0.879	0.35	III	complex1.pdb.gz	33,34,37,41,44,45,47,48,51,54,55,58,61,62,65,68,80,81,84,87,88,90,91,92,93,97,100,101,111,118
2	0.02	1ujw1	0.654	2.79	0.116	0.849	0.27	III	complex2.pdb.gz	64,65,66,67,70,90,95
3	0.01	2raj0	0.626	3.08	0.085	0.864	0.18	III	complex3.pdb.gz	46,49,50,53,56,57,63,64,67,74,75,77
4	0.01	2hdi1	0.299	4.40	0.030	0.439	0.15	III	complex4.pdb.gz	65,67,82,86
5	0.01	2yvcC	0.250	3.70	0.048	0.333	0.37	III	complex5.pdb.gz	54,55,59,60,65,66,67,86,90,93,97,100

	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.