D-I-TASSER Q96MS0-D2

D-I-TASSER results for Q96MS0-D2

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

Input Sequence in FASTA format

>Q96MS0 (147 residues)
LLLGFNSSLAALNHTLLPPGDPSLNGSRVGPEDAMPRIVEQPPDLLVSRGEPSSLERERS
GERKAVQAVPLAAQRVLHPDEEAWLPYSRPSFLSRGQGTSTCSTAGSNSSRGSSSSRGSR
GPGRSRSRSQSRSQSQRPGQKRREEPR

Predicted Secondary Structure

Sequence	20 40 60 80 100 120 140 \| \| \| \| \| \| \| LLLGFNSSLAALNHTLLPPGDPSLNGSRVGPEDAMPRIVEQPPDLLVSRGEPSSLERERSGERKAVQAVPLAAQRVLHPDEEAWLPYSRPSFLSRGQGTSTCSTAGSNSSRGSSSSRGSRGPGRSRSRSQSRSQSQRPGQKRREEPR
Prediction	CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSCCCCSSSSCCCCSSSSSSSCCCCCCCCCCCCCCCSSSCCCCCSSSSSSSCCCCCCCCCSSSSCCCCCSSSCCSSCCCCCCCCCCCCCCCCCCCCCCCCCHHHCCCCC
Confidence	922135764335766689887434676666455898246178853772897506888846971432246887624555897615566524765567838997046714520100222345677787755444433673321024799
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 120 140 \| \| \| \| \| \| \| LLLGFNSSLAALNHTLLPPGDPSLNGSRVGPEDAMPRIVEQPPDLLVSRGEPSSLERERSGERKAVQAVPLAAQRVLHPDEEAWLPYSRPSFLSRGQGTSTCSTAGSNSSRGSSSSRGSRGPGRSRSRSQSRSQSQRPGQKRREEPR
Prediction	442223441441436314444341525434457331303521442314474322041346454453365446333130362320122135544665412120232244324414354455554535566544544554155456658
	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

                   |                   |                   |                   |                   |                   |                   |

SS
Seq

CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSCCCCSSSSCCCCSSSSSSSCCCCCCCCCCCCCCCSSSCCCCCSSSSSSSCCCCCCCCCSSSSCCCCCSSSCCSSCCCCCCCCCCCCCCCCCCCCCCCCCHHHCCCCC
LLLGFNSSLAALNHTLLPPGDPSLNGSRVGPEDAMPRIVEQPPDLLVSRGEPSSLERERSGERKAVQAVPLAAQRVLHPDEEAWLPYSRPSFLSRGQGTSTCSTAGSNSSRGSSSSRGSRGPGRSRSRSQSRSQSQRPGQKRREEPR

4d64A

0.07

3.02

0.48

CEthreader

GKNGDNNKSSAGMAKDNGDGSSSRTPNQKAGVVTSEGDSYYSATGKRAQAWNVGGKFDANNVYLAAMYGQTQNTSRYGDLDLIANKTENVENQSKGKNLGNGYDNQDLVKYISVGSYYYFNKNMSAVVDYKINLLKDNDFTKEYGIN

1zb1A

0.10

3.57

0.50

EigenThreader

NANGELAPSSLSEQNLKYYSFLEHLYFRLGSKGSRLKMDEDYKNSIANLTKAFSCFEYLSENFLANICHAEAQESSKQYTLISKLSRATCFYKSLSAYYHGLHLEEENRVGEAIAFLDFSMQQLISSLPFKTWLVEFIDFDGFKETL

4bmlA

0.13

0.12

4.24

0.37

FFAS-3D

-----NTNDAQAIVDGFFEAAAVLDERSAPQEGRV--AVLSPRSLISSVDTNILNREIGNSQGDMNSGKGLYSIAGIRILKSNNLAGLYGQDLSSAAVTGENNDYQVDASALAGLHREAAGCIQSVAPTIQTTSGDFNVQYQGD---

7jjvA

0.10

0.08

3.03

1.54

SPARKS-K

------MQCDGLDGAGTSNGQAGASGLAGGPNCNGGKGGKGAPGTAGGAGGVGGAGGTGNTNG-----------------GAGGSGGNSDVAAGGAGAAGGAAGGAGTGGTGGNGGAGK--PGGAPGAGGAGTPAGSAGSPGQTTVL

5o60Y

0.14

0.05

1.62

0.23

CNFpred

--------------------------------------------------------------------------------------------------AAVCDICGKGPGFGKSVSHSHRRTSRRWNPNIQPVRAVTRPGGNKQRIN

6pnsA

0.06

0.04

1.82

0.83

DEthreader

---------------------------------VEAE-----NTSGFST-EIYVKKRFGPLIKINSRIKYQTSINLVLVPQLIVTLPLEYFSRV--GGIGKVISMATSEQLFYTSVAQCYVPQDVSRGFCHDLAILMLTLALNPCYA

5yjeA

0.09

3.36

0.76

MapAlign

FTLQVPSMYIEVENEVTVVGGVKLSRLKCNREGKEWETVLTSRILTAAGSCDVVCVACEKRMLSVFSTCTGSYVMALTAAATLSVWDVHRQVVVHGIPVMNLSDGKAYCFNPSLSTWNLVSDKQDSLAQCADFRCSGPLAIIQ----

2eo9A

0.15

0.12

3.90

0.72

MUSTER

----------------------GSSGSSG-----PPVIRQGPVNQTVAVDGTFVLSCVATGSPVPTILWRKDGVLVSTQDSRIKQLENGRYAKLGDTGRYTCIASTPSGEATWSAYIEVQEFGVPVQPPRPTDPNLIPS-----AP-

2myxA

0.11

0.03

0.99

0.38

HHsearch

---------------------------------------------------------------------------------------------------------GAMGPQGSTQNALRRTGRV-NGGHP---VTTQMVETVQNLAP

3s6lA

0.12

4.12

0.46

CEthreader

VRTSSLGDTSAGNGANASGGNGTAVGGAASASGTDATALGQASNASGNHSTALGQASSASGSGSTAVGQGAGAPGDGASAFGQGALASGTDSTALGAHSTAAAPNSAAIGANSVASAPNSVSFGSRGHER-RLTNVAPGIDGTDAAN

(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	0.4808

(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	1tubA	0.46	4.81	0.025	0.789	model1_1tubA.pdb.gz
2	6mzoA	0.45	4.86	0.032	0.789	model1_6mzoA.pdb.gz
3	6nagA	0.45	4.97	0.051	0.809	model1_6nagA.pdb.gz
4	2fahA2	0.45	5.12	0.096	0.830	model1_2fahA2.pdb.gz
5	2i2xA	0.45	5.06	0.071	0.816	model1_2i2xA.pdb.gz
6	3dt7A	0.44	4.72	0.054	0.769	model1_3dt7A.pdb.gz
7	4wieA1	0.36	5.47	0.066	0.714	model1_4wieA1.pdb.gz
8	3of7A2	0.35	4.42	0.052	0.578	model1_3of7A2.pdb.gz
9	2btoB1	0.33	5.60	0.057	0.626	model1_2btoB1.pdb.gz
10	2btqB1	0.32	5.22	0.099	0.599	model1_2btqB1.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:1901363	0.38	heterocyclic compound binding
GO:0097367	0.38	carbohydrate derivative binding
GO:0097159	0.38	organic cyclic compound binding
GO:0035639	0.37	purine ribonucleoside triphosphate binding
GO:0032561	0.37	guanyl ribonucleotide binding
GO:0032550	0.37	purine ribonucleoside binding
GO:0005198	0.31	structural molecule activity
GO:0003824	0.31	catalytic 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:0044699	0.94	single-organism process
GO:0044763	0.90	single-organism cellular process
GO:0006928	0.70	movement of cell or subcellular component
GO:0032502	0.64	developmental process
GO:0044767	0.60	single-organism developmental process
GO:0007411	0.59	axon guidance

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:0005737	0.56	cytoplasm

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	2i2xA	0.450	5.06	0.071	0.816	2.1.1.90	94,98
2	0.060	1l2lA	0.423	5.09	0.063	0.748	2.7.1.147	52
3	0.060	1ua4A	0.428	5.07	0.088	0.769	2.7.1.147	NA
4	0.060	2d4aD	0.432	4.68	0.100	0.748	1.1.1.37	57
5	0.060	1oqzB	0.431	5.25	0.063	0.796	3.5.1.93	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	0.01	1z5wA	0.424	5.13	0.049	0.789	0.16	GTP	complex1.pdb.gz	24,37,39,106,108
2	0.01	3dtbA	0.448	5.07	0.052	0.823	0.12	PGA	complex2.pdb.gz	37,106,107
3	0.01	1z5vA	0.453	4.77	0.050	0.782	0.13	GSP	complex3.pdb.gz	97,98,145
4	0.01	3ryiA	0.395	5.66	0.065	0.775	0.13	GTP	complex4.pdb.gz	95,96,97,98,106
5	0.01	2qeyA	0.445	4.97	0.045	0.816	0.12	GTP	complex5.pdb.gz	43,89,90
6	0.01	3dtbA	0.448	5.07	0.052	0.823	0.19	GDP	complex6.pdb.gz	4,40,88,104,108
7	0.01	2gmvA	0.441	5.12	0.059	0.809	0.13	PEP	complex7.pdb.gz	99,100,101
8	0.01	1ia0A	0.460	4.81	0.025	0.789	0.11	GTP	complex8.pdb.gz	56,98,107,111
9	0.01	1khfA	0.403	5.29	0.060	0.755	0.13	PEP	complex9.pdb.gz	55,95,96,101
10	0.01	2i2xG	0.404	5.56	0.047	0.782	0.12	B13	complex10.pdb.gz	63,96,102

	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.