D-I-TASSER Q8NFD2-D1

D-I-TASSER results for Q8NFD2-D1

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

Input Sequence in FASTA format

>Q8NFD2 (104 residues)
MAADPTELRLGSLPVFTRDDFEGDWRLVASGGFSQVFQARHRRWRTEYAIKCAPCLPPDA
ASSDVNYLIEEAAKMKKIKFQHIVSIYGVCKQPLGIVMEFMANG

Predicted Secondary Structure

Sequence	20 40 60 80 100 \| \| \| \| \| MAADPTELRLGSLPVFTRDDFEGDWRLVASGGFSQVFQARHRRWRTEYAIKCAPCLPPDAASSDVNYLIEEAAKMKKIKFQHIVSIYGVCKQPLGIVMEFMANG
Prediction	CCCCCCCCCCCCCCCCCHHHHCHHHSSSSSCCCSSSSSSSSCCCCSSSSSSSSCCCCCCCCHHHHHHHHHHHHHHHHCCCCCSCSSSSSSCCCCSSSSSCCCCC
Confidence	99884221336886336456103212442178819999997789928999983267876225899999999999985899755258888869748987648899
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 \| \| \| \| \| MAADPTELRLGSLPVFTRDDFEGDWRLVASGGFSQVFQARHRRWRTEYAIKCAPCLPPDAASSDVNYLIEEAAKMKKIKFQHIVSIYGVCKQPLGIVMEFMANG
Prediction	85555464625515404475045425404544444303030575724000220444477545542530250052055161420020101045220000022758
	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

CCCCCCCCCCCCCCCCCHHHHCHHHSSSSSCCCSSSSSSSSCCCCSSSSSSSSCCCCCCCCHHHHHHHHHHHHHHHHCCCCCSCSSSSSSCCCCSSSSSCCCCC
MAADPTELRLGSLPVFTRDDFEGDWRLVASGGFSQVFQARHRRWRTEYAIKCAPCLPPDAASSDVNYLIEEAAKMKKIKFQHIVSIYGVCKQPLGIVMEFMANG

4c8bA

0.32

0.28

8.40

1.33

DEthreader

----------SALPTIPYHKLA-DLRYLSRGASGTVSSARHADWRVQVAVKHLHITP--LLDSERKDVLREAEILHKARFSYILPILGICNEFLGIVTEYMPLF

2x4fA1

0.14

0.13

4.59

1.83

SPARKS-K

IPAPPAPFDHRIVT-AKQGAVNSFYTVSKTEILGQVHKCEETATGLKLAAKIIKTR----GMKDKEEVKNEISVMNQLDHANLIQLYDAFESDIVLVMEYVDGG

5ek7A

0.19

0.16

5.28

0.45

MapAlign

-------AVLKFTTEIHPSCV-TRQKVIGAGEFGEVYKGMLKTKEVPVAIKTLKA---GYTEKQRVDFLGEAGIMGQFSHHNIIRLEGVISKPMMIITEYM---

5ek7A1

0.21

0.20

6.41

0.26

CEthreader

TYEDPNQAVLKFTTEIHPSCV-TRQKVIGAGEFGEVYKGMLKTKEVPVAIKTLKAG---YTEKQRVDFLGEAGIMGQFSHHNIIRLEGVISKPMMIITEYMENG

2j0kB2

0.21

0.20

6.40

1.79

MUSTER

DEEDTYTMPSTRDYEIQRERIEL-GRCIGEGQFGDVHQGIYMSPENPAMAVAIKTCKNCTSDSVREKFLQEALTMRQFDHPHIVKLIGVITEPVWIIMEL----

6ygnA

0.12

4.07

0.66

HHsearch

EVDETREVSMTKASHSSTKELYMIAEDLGRGEFGIVHRCVETSSKKTYMAKFVKVKG-----TDQVLVKKEISILNIARHRNILHLHESFEEELVMIFEFISGL

4c8bA1

0.30

0.25

7.60

1.50

FFAS-3D

----------SALPTIPYHKLAD-LRYLSRGASGTVSSARHADWRVQVAVKHLH-IHTPLLDSERKDVLREAEILHKARFSYILPILGICNEFLGIVTEY----

2ozoA2

0.26

0.24

7.42

0.60

EigenThreader

MDTSVFESLKDKKLFLKRDNLLIADIELGCGNFGSVRQGVYRKKQIDVAIKVLKQGTEKAD---TEEMMREAQIMHQLDNPYIVRLIGVCQAALMLVMEM----

1koaA

0.20

0.15

4.93

1.59

CNFpred

-------------------DHYDIHEELGTGAFGVVHRVTERATGNNFAAKFVMTP----HESDKETVRKEIQTMSVLRHPTLVNLHDAFEDEMVMIYEFMSGG

6cpyA

0.12

0.11

3.76

1.33

DEthreader

--------VT-GVPSLKRSELTAEFNIIGSTSTCMLYKGTLS-SGVEIAVASSLVSAKDWSKENESQYRKKITNLSKVSHKNFMNLLGYCEETRVMVFEYAPLF

(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	0.761

(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	4c8bA	0.80	1.20	0.319	0.875	model1_4c8bA.pdb.gz
2	5ek7A1	0.80	2.22	0.210	0.962	model1_5ek7A1.pdb.gz
3	7kjaA	0.79	1.97	0.186	0.933	model1_7kjaA.pdb.gz
4	7bttA	0.79	1.91	0.253	0.913	model1_7bttA.pdb.gz
5	3ewhA	0.78	2.09	0.237	0.933	model1_3ewhA.pdb.gz
6	2j0kB	0.78	2.41	0.230	0.942	model1_2j0kB.pdb.gz
7	2ogvA	0.78	1.89	0.200	0.913	model1_2ogvA.pdb.gz
8	3fxxA	0.78	1.79	0.221	0.913	model1_3fxxA.pdb.gz
9	6cpyA	0.78	1.85	0.119	0.904	model1_6cpyA.pdb.gz
10	5k5xA	0.78	1.91	0.230	0.913	model1_5k5xA.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:0004672	0.96	protein kinase activity
GO:0097159	0.63	organic cyclic compound binding
GO:1901363	0.62	heterocyclic compound binding
GO:0004674	0.60	protein serine/threonine kinase activity
GO:0035639	0.57	purine ribonucleoside triphosphate binding
GO:0032555	0.57	purine ribonucleotide binding
GO:0032550	0.57	purine ribonucleoside binding
GO:0005524	0.55	ATP binding
GO:0005102	0.51	receptor binding
GO:0004713	0.50	protein tyrosine kinase 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	0.95	cellular process
GO:0065007	0.91	biological regulation
GO:0050789	0.91	regulation of biological process
GO:0050794	0.90	regulation of cellular process
GO:0008152	0.90	metabolic process
GO:0071704	0.89	organic substance metabolic process
GO:0044238	0.89	primary metabolic process
GO:0044237	0.89	cellular metabolic process
GO:0044260	0.88	cellular macromolecule metabolic process
GO:0006468	0.87	protein phosphorylation
GO:0044699	0.81	single-organism process
GO:0007165	0.81	signal transduction
GO:0044763	0.73	single-organism cellular process
GO:0050896	0.72	response to stimulus
GO:0006950	0.64	response to stress
GO:0035556	0.62	intracellular signal transduction
GO:0048869	0.60	cellular developmental process
GO:0032502	0.58	developmental process
GO:0018193	0.58	peptidyl-amino acid modification
GO:0030154	0.57	cell differentiation
GO:0044767	0.56	single-organism developmental process
GO:0048518	0.55	positive regulation of biological process
GO:0007166	0.55	cell surface receptor signaling pathway
GO:0048583	0.54	regulation of response to stimulus
GO:0048856	0.52	anatomical structure development
GO:0046777	0.52	protein autophosphorylation
GO:0051716	0.51	cellular response to stimulus
GO:0051239	0.51	regulation of multicellular organismal process
GO:0016043	0.51	cellular component organization
GO:0002376	0.51	immune system process
GO:0048522	0.50	positive regulation of cellular process
GO:0007169	0.50	transmembrane receptor protein tyrosine kinase signaling pathway

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:0044424	0.95	intracellular part
GO:0016020	0.88	membrane
GO:0044425	0.83	membrane part
GO:0005886	0.81	plasma membrane
GO:0044459	0.77	plasma membrane part
GO:0043226	0.74	organelle
GO:0043227	0.71	membrane-bounded organelle
GO:0043229	0.70	intracellular organelle
GO:0043231	0.67	intracellular membrane-bounded organelle
GO:0005737	0.62	cytoplasm
GO:0044444	0.59	cytoplasmic part
GO:0031224	0.55	intrinsic component of membrane
GO:0016021	0.54	integral component of membrane
GO:0005634	0.53	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	1gagA	0.717	1.98	0.253	0.856	2.7.10.1 2.7.1.112	49
2	0.060	1wmkB	0.748	2.37	0.152	0.885	2.7.11.1 2.7.1.37	NA
3	0.060	1mp8A	0.732	1.73	0.261	0.846	2.7.10.2 2.7.1.112	49
4	0.060	2w4kA	0.749	2.43	0.174	0.885	2.7.11.1	NA
5	0.060	3ggfA	0.683	2.05	0.198	0.827	2.7.11.1	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:

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	0.36	2ijmA	0.737	1.69	0.261	0.846	0.87	ATP	complex1.pdb.gz	28,29,30,31,36,49,51,71,98,99
	2	0.34	2vwwA	0.702	1.41	0.244	0.788	0.98	7X2	complex2.pdb.gz	28,49,51,71,84,96,98,99,100,101,102,104

	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.