D-I-TASSER P10145-D1

D-I-TASSER results for P10145-D1

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

Input Sequence in FASTA format

>P10145 (99 residues)
MTSKLAVALLAAFLISAALCEGAVLPRSAKELRCQCIKTYSKPFHPKFIKELRVIESGPH
CANTEIIVKLSDGRELCLDPKENWVQRVVEKFLKRAENS

Predicted Secondary Structure

Sequence	20 40 60 80 \| \| \| \| MTSKLAVALLAAFLISAALCEGAVLPRSAKELRCQCIKTYSKPFHPKFIKELRVIESGPHCANTEIIVKLSDGRELCLDPKENWVQRVVEKFLKRAENS
Prediction	CCCHHHHHHHHHHHHHHHHHCCCCCCCCCCCCCCSSCCCCCCCCCHHHSSSSSSSCCCCCCCCCSSSSSSCCCCSSSCCCCCHHHHHHHHHHHHHHHCC
Confidence	972589999999999999724444567788863165130258779556428999818999998379999828978966988499999999999962049
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 \| \| \| \| MTSKLAVALLAAFLISAALCEGAVLPRSAKELRCQCIKTYSKPFHPKFIKELRVIESGPHCANTEIIVKLSDGRELCLDPKENWVQRVVEKFLKRAENS
Prediction	863301002312200101313334344574523031343445403363055043345345164330101025655211327362045005303755678
	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

                   |                   |                   |                   |

SS
Seq

CCCHHHHHHHHHHHHHHHHHCCCCCCCCCCCCCCSSCCCCCCCCCHHHSSSSSSSCCCCCCCCCSSSSSSCCCCSSSCCCCCHHHHHHHHHHHHHHHCC
MTSKLAVALLAAFLISAALCEGAVLPRSAKELRCQCIKTYSKPFHPKFIKELRVIESGPHCANTEIIVKLSDGRELCLDPKENWVQRVVEKFLKRAENS

4zaiA

0.29

0.20

6.15

1.00

DEthreader

-----------------------------SLR-CRCVQESSVFIPRRFIDRIQILPRGNGCPRKEIIVWKKNKSIVCVDPQAEWIQRMMEVLRKRSSST

4zaiA

0.31

0.24

7.32

2.97

SPARKS-K

----------------------MVLEVYYTSLRCRCVQESSVFIPRRFIDRIQILPRGNGCPRKEIIVWKKNKSIVCVDPQAEWIQRMMEVLRKRSSST

1mgsA

0.46

0.29

8.55

0.95

MapAlign

-------------------------------LRCQCLQTLQ-GIHPKNIQSVNVKSPGPHCAQTEVIATLKNGRKACLNPASPIVKKIIEKMLNS----

1mgsA

0.42

0.31

9.19

0.80

CEthreader

-------------------------ASVATELRCQCLQTL-QGIHPKNIQSVNVKSPGPHCAQTEVIATLKNGRKACLNPASPIVKKIIEKMLNSDKSN

4zaiA

0.31

0.24

7.32

2.22

MUSTER

----------------------MVLEVYYTSLRCRCVQESSVFIPRRFIDRIQILPRGNGCPRKEIIVWKKNKSIVCVDPQAEWIQRMMEVLRKRSSST

1ilqA

1.00

0.72

20.08

1.87

HHsearch

----------------------------AKELRCQCIKTYSKPFHPKFIKELRVIESGPHCANTEIIVKLSDGRELCLDPKENWVQRVVEKFLKRAENS

1ilqA

1.00

0.72

20.08

1.30

FFAS-3D

----------------------------AKELRCQCIKTYSKPFHPKFIKELRVIESGPHCANTEIIVKLSDGRELCLDPKENWVQRVVEKFLKRAENS

1f9pA

0.38

0.30

8.99

0.82

EigenThreader

----------NLAKG----KEESLDSDLYAELRCMCIKTTSGIHPK-NIQSLEVIGKGTHCNQVEVIATLKDGRKICLDPDAPRIKKIVQKKLA----G

1icwA

0.97

0.68

18.97

1.51

CNFpred

------------------------------ELRCQCIKTYSKPFHPKFIKELRVIESGPHCANTCIIVKLSDGRELALDPKENWVQRVVEKFLKRAENS

1o80A

0.23

0.16

5.07

1.00

DEthreader

-------------------------S-RTV-R-CTCISISNQPVNPRSLEKLEIIPASQFCPRVEIIATMKKGEKRCLNPESKAIKNLLKAVSKEM-SK

(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	0.637

(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	4zaiA	0.65	1.78	0.286	0.768	model1_4zaiA.pdb.gz
2	1mgsA	0.60	2.00	0.431	0.697	model1_1mgsA.pdb.gz
3	5izbA	0.60	2.07	0.213	0.737	model1_5izbA.pdb.gz
4	2jyoA	0.59	2.23	0.261	0.697	model1_2jyoA.pdb.gz
5	1f2lD	0.58	1.77	0.176	0.687	model1_1f2lD.pdb.gz
6	1esrA	0.58	1.92	0.219	0.687	model1_1esrA.pdb.gz
7	1o80A	0.58	1.99	0.250	0.697	model1_1o80A.pdb.gz
8	1eotA	0.58	2.20	0.222	0.687	model1_1eotA.pdb.gz
9	1eihA	0.58	1.94	0.203	0.697	model1_1eihA.pdb.gz
10	1ilqA	0.57	1.95	0.958	0.687	model1_1ilqA.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:0042379	0.99	chemokine receptor binding
GO:0008009	0.92	chemokine activity
GO:0045236	0.77	CXCR chemokine receptor 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	1.00	regulation of cellular process
GO:0048518	0.99	positive regulation of biological process
GO:0002376	0.93	immune system process
GO:0048584	0.91	positive regulation of response to stimulus
GO:0048522	0.90	positive regulation of cellular process
GO:0050896	0.87	response to stimulus
GO:0032103	0.87	positive regulation of response to external stimulus
GO:0007165	0.86	signal transduction
GO:0007166	0.83	cell surface receptor signaling pathway
GO:0006950	0.82	response to stress
GO:0070098	0.81	chemokine-mediated signaling pathway
GO:0040017	0.80	positive regulation of locomotion
GO:0010033	0.80	response to organic substance
GO:0007186	0.79	G-protein coupled receptor signaling pathway
GO:0006952	0.77	defense response
GO:0050921	0.76	positive regulation of chemotaxis
GO:0032879	0.76	regulation of localization
GO:0006954	0.76	inflammatory response
GO:0030335	0.75	positive regulation of cell migration
GO:0002682	0.71	regulation of immune system process
GO:0009987	0.70	cellular process
GO:0002685	0.70	regulation of leukocyte migration
GO:0002684	0.70	positive regulation of immune system process
GO:0044699	0.69	single-organism process
GO:0002687	0.69	positive regulation of leukocyte migration
GO:1901700	0.66	response to oxygen-containing compound
GO:0002688	0.66	regulation of leukocyte chemotaxis
GO:0002690	0.65	positive regulation of leukocyte chemotaxis
GO:0044763	0.64	single-organism cellular process
GO:0042127	0.64	regulation of cell proliferation
GO:0033993	0.63	response to lipid
GO:0006955	0.60	immune response
GO:0043207	0.59	response to external biotic stimulus
GO:0040011	0.58	locomotion
GO:0032496	0.57	response to lipopolysaccharide
GO:0006928	0.57	movement of cell or subcellular component
GO:0016477	0.53	cell migration
GO:0006935	0.52	chemotaxis
GO:0019222	0.51	regulation of metabolic process
GO:0050900	0.50	leukocyte migration

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:0044421	0.94	extracellular region part
GO:0005615	0.93	extracellular space
GO:0044464	0.71	cell part

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	3f2gB	0.445	4.79	0.098	0.818	4.99.1.2	NA
2	0.060	1qo8D	0.443	3.97	0.050	0.727	1.3.99.1	NA
3	0.060	2d0vA	0.444	4.61	0.033	0.808	1.1.99.8	NA
4	0.060	2htrA	0.453	4.05	0.074	0.748	3.2.1.18	NA
5	0.060	1w6sC	0.431	4.76	0.033	0.808	1.1.99.8	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	0.13	1icw0	0.594	1.74	0.971	0.697	0.55	III	complex1.pdb.gz	50,56,57,64,89
2	0.08	1dok0	0.561	2.08	0.208	0.667	1.00	III	complex2.pdb.gz	34,38,39,40,48,59,67,70,72,74,75,76,77
3	0.03	1nr40	0.535	1.96	0.185	0.657	0.84	III	complex3.pdb.gz	35,36,37,38,39,40,69,73,75,77

	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.