D-I-TASSER Q96MS3-D1

D-I-TASSER results for Q96MS3-D1

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

Input Sequence in FASTA format

>Q96MS3 (156 residues)
MRLLFLAVLRPHTGNAVTAQRVRAHLEAAGHVCVLKDAFDFESRSEIANLILAENCEAAL
ALHLYRGGRLLQGHRIPFGVIFGGTDVNEDANQAEKNTVMGRVLEEARFAVAFTESMKEM
AQAQWPHAKGKVYVQWQVERDTYQQLIRKLEGSTED

Predicted Secondary Structure

Sequence	20 40 60 80 100 120 140 \| \| \| \| \| \| \| MRLLFLAVLRPHTGNAVTAQRVRAHLEAAGHVCVLKDAFDFESRSEIANLILAENCEAALALHLYRGGRLLQGHRIPFGVIFGGTDVNEDANQAEKNTVMGRVLEEARFAVAFTESMKEMAQAQWPHAKGKVYVQWQVERDTYQQLIRKLEGSTED
Prediction	CSSSSSSCCCCCCCCHHHHHHHHHHHHHHCCSSSSSCHHHCCCHHHHHHHHHHCCCCSSSSSSHHHHHHHHHHCCCCSSSSSCCCCHHHHHHCHHHHHHHHHHHHHCCSSSSCCHHHHHHHHHHCCCCCCCSSSSCCSSSCCCCHHHHHHCCCCCC
Confidence	969999328999972899999999999909889970645437878999999717998899972345348887349988999648422155427378999999999688799808999999999768856836872662443873235775177789
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 120 140 \| \| \| \| \| \| \| MRLLFLAVLRPHTGNAVTAQRVRAHLEAAGHVCVLKDAFDFESRSEIANLILAENCEAALALHLYRGGRLLQGHRIPFGVIFGGTDVNEDANQAEKNTVMGRVLEEARFAVAFTESMKEMAQAQWPHAKGKVYVQWQVERDTYQQLIRKLEGSTED
Prediction	330000022454311210042035205624140323325516436403411564404000001023014104735010000011110133354753351035005403201101640153037414616541312323242445513441343568
	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

CSSSSSSCCCCCCCCHHHHHHHHHHHHHHCCSSSSSCHHHCCCHHHHHHHHHHCCCCSSSSSSHHHHHHHHHHCCCCSSSSSCCCCHHHHHHCHHHHHHHHHHHHHCCSSSSCCHHHHHHHHHHCCCCCCCSSSSCCSSSCCCCHHHHHHCCCCCC
MRLLFLAVLRPHTGNAVTAQRVRAHLEAAGHVCVLKDAFDFESRSEIANLILAENCEAALALHLYRGGRLLQGHRIPFGVIFGGTDVNEDANQAEKNTVMGRVLEEARFAVAFTESMKEMAQAQWPHAKGKVYVQWQVERDTYQQLIRKLEGSTED

6kihA

0.09

0.08

3.21

1.33

DEthreader

QPIALISVGDAVAGQNIYVRQLGEALAAAGWHVDMFTRKATKFVEAFKAYHAKYGYPLIHTNYWLWVGWQLRQFNFQWLHTYHSLGVVKYQRDETRLMVEKAILENADCVIVTSPQEEAYLRRVSKAG--QTRLIPCGTNLNWEAIALQMQ-----

6d9tA1

0.12

4.10

1.05

SPARKS-K

MKIGITC-YPSMGGSGIIATELGIKLAERGHEVHFITSFRIRKSTKIAEVIKEYDLDLLHMHYAVPHAICGILARIKIMTTLHGTDITVLGYDHSLQGAIKFGIEKSDIVTSVSKSLAQETHEIIET-NKEIIPIYNGSELITDQYEYYYQKMLNE

6d9tA1

0.11

3.89

0.66

MapAlign

MKIGITCYPSMG-GSGIIATELGIKLAERGHEVHFITSQYPPYDITLSTKIAEVDLDLLHMHYAVPHAICGILADIKIMTTLHGTDITVLGYDHSLQGAIKFGIEKSDIVTSVSKSLAQETHEII-ETNKEIIPIYNSETDQYEYYYQKM------

5d00A

0.13

4.45

0.62

CEthreader

LKIGITCYPS-VGGSGIIATELGKQLAEKGHEIHFITSSTYHPASKIAEVAERENLDIIHAHYALPHAVCAYLANIGIVTTLHGTDITVLGYDPSLKDLIRFAIESSDRVTAVSSALAAETYDLIK-PEKKIETIYNFIKNTAAIKEKHGILPDEK

6d9tA1

0.11

3.93

1.06

MUSTER

MKIGITCY-PSMGGSGIIATELGIKLAERGHEVHFITSNIPFRSTKIAEVIKEYDLDLLHMHYAVPHAICGILARIKIMTTLHGTDITVLGYDHSLQGAIKFGIEKSDIVTSVSKSLAQETHEIIET-NKEIIPIYNGSELITDQYEYYYQKMLNE

6d9tA1

0.10

3.76

1.40

HHsearch

MKIGITC-YPSMGGSGIIATELGIKLAERGHEVHFITSNIPFRSTKIAEVIKEYDLDLLHMHYAVPHAICGRESDIKIMTTLHGTDITVLGYDHSLQGAIKFGIEKSDIVTSVSKSLAQETHEIIETN-KEIIPIYNGSELITDQYEYYYQKMLNE

2gekA2

0.11

0.10

3.74

1.42

FFAS-3D

MRIGMVCPFDVPGGVQSHVLQLAEVLRDAGHEVSVLAPASPHVHRKVKKWIAEGDFDVLHIHEPNASMLALQAAEGPIVATFHTSTTKSLTL-SVFQGILRPYHEKIIGRIAVSDLARRWQMEALG---SDAVEIPNGVYDWSVRVYETVSGAGIK

2bisA

0.10

3.52

0.53

EigenThreader

MKVLLLGFEVKVGGLAEALTAISEALASLGHEVLVFTPSHGRFQRASVLLLNDLLPDVVHFHDVFAGALIKKYFKIPAVFTIHRLN-----KSKFYFHEAHTGGYIADIVTTVSRGYLIDEWGFFRNFEGKITYVFNGIDCSFW-------NESYL

3mboA

0.12

4.10

1.19

CNFpred

KLKIGITCYPSVGGSGVVGTELGKQLAERGHEIHFITSGLP-LASKMAEVAQRENLDILHVHYAIPHAICAYLAKIKIVTTLHGTDITVLGSDPSLNNLIRFGIEQSDVVTAVSHSLINETHELVKP-NKDIQTVYNFIDERVYFKRDMTQLKKEY

6d9tA

0.09

0.08

3.19

1.33

DEthreader

MKIGITCYP-SMGGSGIIATELGIKLAERGHEVHFITSNVYITLTKIAEVIKEYDLDLLHMHYAVPHAICGILRDIKIMTTLH-GTDITVLGDHSLQGAIKFGIEKSDIVTSVSKSLAQETHEIETNK-E-IIPIYNFVRAGSELITDQYY-----

(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	0.8696

(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	6d9tA	0.87	1.83	0.110	0.987	model1_6d9tA.pdb.gz
2	6kihA	0.86	2.04	0.103	0.994	model1_6kihA.pdb.gz
3	5d00A	0.86	2.08	0.136	0.987	model1_5d00A.pdb.gz
4	3c4qA	0.85	2.38	0.097	0.994	model1_3c4qA.pdb.gz
5	2jjmL	0.85	1.86	0.120	0.962	model1_2jjmL.pdb.gz
6	6tvpA	0.84	2.22	0.126	0.968	model1_6tvpA.pdb.gz
7	2r66A	0.82	2.36	0.123	0.994	model1_2r66A.pdb.gz
8	3okaA	0.82	2.40	0.066	0.974	model1_3okaA.pdb.gz
9	3s27A	0.82	2.48	0.116	0.994	model1_3s27A.pdb.gz
10	4xsoB	0.82	2.04	0.110	0.929	model1_4xsoB.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:1901265	0.40	nucleoside phosphate binding
GO:0036094	0.40	small molecule binding
GO:0004376	0.37	glycolipid mannosyltransferase activity
GO:0000009	0.37	alpha-1,6-mannosyltransferase activity
GO:0008194	0.36	UDP-glycosyltransferase activity
GO:0046872	0.34	metal ion binding
GO:0003677	0.34	DNA 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:0071792	0.40	bacillithiol metabolic process
GO:0051188	0.40	cofactor biosynthetic process
GO:0044272	0.40	sulfur compound biosynthetic process
GO:0016138	0.40	glycoside biosynthetic process
GO:0090407	0.37	organophosphate biosynthetic process
GO:0070085	0.37	glycosylation
GO:0046467	0.37	membrane lipid biosynthetic process
GO:0006664	0.37	glycolipid metabolic process
GO:0006650	0.37	glycerophospholipid metabolic process
GO:0010126	0.36	mycothiol metabolic process
GO:0006355	0.34	regulation of transcription, DNA-templated
GO:0000160	0.34	phosphorelay signal transduction system

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:0005737	1.00	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	0.392	2yxbA	0.585	2.77	0.158	0.731	5.4.99.2	26
2	0.342	1y80A	0.558	2.77	0.075	0.679	2.1.1.13	26
3	0.067	3lwzA	0.606	3.33	0.103	0.808	4.2.1.10	46,51
4	0.067	1cb7A	0.580	3.16	0.126	0.737	5.4.99.1	83
5	0.067	2uygA	0.569	3.35	0.123	0.769	4.2.1.10	10

	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	0.07	3l01A	0.799	2.40	0.111	0.962	0.42	MTT	complex1.pdb.gz	83,84,85,86,87,103,104,107
2	0.06	3rhzA	0.782	2.71	0.091	0.987	0.41	UDP	complex2.pdb.gz	7,14,38,65,66,69
3	0.02	3okaA	0.820	2.40	0.066	0.974	0.42	GDD	complex3.pdb.gz	63,67,80,81,112

	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.