D-I-TASSER Q6ZMM2-D1

D-I-TASSER results for Q6ZMM2-D1

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

Input Sequence in FASTA format

>Q6ZMM2 (173 residues)
MGKLRPGRVEWLASGHTERPHLFQNLLLFLWALLNCGLGVSAQGPGEWTPWVSWTRCSSS
CGRGVSVRSRRCLRLPGEEPCWGDSHEYRLCQLPDCPPGAVPFRDLQCALYNGRPVLGTQ
KTYQWVPFHGAPNQCDLNCLAEGHAFYHSFGRVLDGTACSPGAQGVCVAGRCL

Predicted Secondary Structure

Sequence	20 40 60 80 100 120 140 160 \| \| \| \| \| \| \| \| MGKLRPGRVEWLASGHTERPHLFQNLLLFLWALLNCGLGVSAQGPGEWTPWVSWTRCSSSCGRGVSVRSRRCLRLPGEEPCWGDSHEYRLCQLPDCPPGAVPFRDLQCALYNGRPVLGTQKTYQWVPFHGAPNQCDLNCLAEGHAFYHSFGRVLDGTACSPGAQGVCVAGRCL
Prediction	CCCCCCCCCSSSSCCCCCCCCCCCCCCCCCSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSSSSCCCCCCCCCCCCCCSSSSSCCCCCCCCCCCCHHHHCCCCCCCCCCCCCCCCSSSSSSCCCCCCCCCSSSSCCCCSSSSSCCCCCCCSCCCCCCCSSSCCSSC
Confidence	98446898425521688886345655000001023678887876993378999867645459937999953467777889999725788668877999988935620023578543479862788875368886410667179714998153687772799998576446879
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 120 140 160 \| \| \| \| \| \| \| \| MGKLRPGRVEWLASGHTERPHLFQNLLLFLWALLNCGLGVSAQGPGEWTPWVSWTRCSSSCGRGVSVRSRRCLRLPGEEPCWGDSHEYRLCQLPDCPPGAVPFRDLQCALYNGRPVLGTQKTYQWVPFHGAPNQCDLNCLAEGHAFYHSFGRVLDGTACSPGAQGVCVAGRCL
Prediction	73433574241324244732132343022123335164545151415616735315134313312230223034344454142443334304434135433211212144245341625543141222245754431303245442243253041003036544411042516
	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                 160

                   |                   |                   |                   |                   |                   |                   |                   |

SS
Seq

CCCCCCCCCSSSSCCCCCCCCCCCCCCCCCSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSSSSCCCCCCCCCCCCCCSSSSSCCCCCCCCCCCCHHHHCCCCCCCCCCCCCCCCSSSSSSCCCCCCCCCSSSSCCCCSSSSSCCCCCCCSCCCCCCCSSSCCSSC
MGKLRPGRVEWLASGHTERPHLFQNLLLFLWALLNCGLGVSAQGPGEWTPWVSWTRCSSSCGRGVSVRSRRCLRLPGEEPCWGDSHEYRLCQLPDCPPGAVPFRDLQCALYNGRPVLGTQKTYQWVPFHGAPNQCDLNCLAEGHAFYHSFGRVLDGTACSPGAQGVCVAGRCL

3ghnA

0.24

0.17

5.24

0.83

DEthreader

-------------------A-----------------------VHGRWSSWGPRSPCSRSCGGGVVTRRRQCNRPAFGRACVGADLQAEMCNTQACEKTQLEFMSQQCARTDGQPL----SFYHWGAAV-PHSQGLMCRAI--GESFIMKRDSFLTRCMP-PRLSLCVGSCRT

3ghnA

0.25

7.69

2.46

SPARKS-K

DPLDQSSCSRLLVPLLDGTECGVEKWCSKGRCRSLVELTPIAAVHGRWSSWGPRSPCSRSCGGGVVTRRRQCNNPRGGRACVGADLQAEMCNTQACEKTQLEFMSQQCARTDGQP----LSFYHWGAAVPHSQLCRHMCRAIGEFIMKRGDSFLDGTRCMPSGPSLCVLGSCR

3ghnA

0.25

7.69

0.95

MapAlign

LSCHTDPLDSCSRLLLDGTECGVEKWCSKGRCRSLVELTPIAAVHGRWSSWGPRSPCSRSCGGGVVTRRRQCNPPAFGRACVGADLQAEMCNTQACEKTQLEFMSQQCARTDGQPL----SFYHWGAAVPHSQGCRHMCRAIGESFIMKRGSFLDGTRCMPSGLSLCVLGSCR

3ghnA

0.25

7.69

1.16

CEthreader

DPLDQSSCSRLLVPLLDGTECGVEKWCSKGRCRSLVELTPIAAVHGRWSSWGPRSPCSRSCGGGVVTRRRQCNNPFGGRACVGADLQAEMCNTQACEKTQLEFMSQQCARTDGQPL----SFYHWGAAVPHSALCRHMCRAIGEFIMKRGDSFLDGTRCMDGTLSLCVLGSCR

3ghnA

0.29

0.27

8.09

1.40

MUSTER

TDPLDQSS------SRLLVPLLD----KWCSKGR--ELTPIAAVHGRWSSWGPRSPCSRSCGGGVVTRRRQCNNPRGGRACVGADLQAEMCNTQACEKTQLEFMSQQCARTDGQPLS----FYHWGAAVPHSQLCRHMCRAIGESFIMKRDSFLDGTRCMPSTLSLCVLGSCR

3ghnA

0.28

0.27

8.14

3.42

HHsearch

LSCHTDPDSSCSRLL---VPLLDGTECGEKWCSKRCRSLEIAAVHGRWSSWGPRSPCSRSCGGGVVTRRRQCNNPFGGRACVGADLQAEMCNTQACEKTQLEFMSQQCARTDGQPL----SFYHWGAAVPGDALCRHMCRAIGESFIMKRDSFLDGTRCMPSTLSLCVLGSCR

3ghnA

0.27

0.26

7.99

1.21

FFAS-3D

TDPLDQSSCSRLLPLLDGTEC----GVEKWCSKGRCRSTPIAAVHGRWSSWGPRSPCSRSCGGGVVTRRRQCNNPRPARACVGADLQAEMCNTQACEKTQLEFMSQQCARTDGQPLSFYH-WGAAVPHSQGDALCRHMCRAIGESFIMKRGSFLDGTRCEDGTLSLCVLGSC-

1w0rA

0.12

4.06

0.68

EigenThreader

SGWGPWEPCSTRRRACNHHCPGQAQESEACDTQQV----CPTHGAWATWGPWTPCSASCHGGPHEPKETRSRKCSAPEPSCPGLAYEQRRCTGLPPCWGPWGP-------VSPCPVTCGLGQTMEQRCQEIPGQQSRGRRHCYSIQGSWSEWSTWGLCMPPCGPNPTRARQRL

3vn4A

0.34

0.24

7.27

3.47

CNFpred

---------------------------------------------GRWSSWGPRSPCSRSCGGGVVTRRRQCNNPRPGRACVGADLQAEMCNTQACEKTQLEFMSQQCARTDGQPL----SFYHWGAAVQGDALCRHMCRAIGESFIMKRGSFLDGTRCMPGTLSLCVSGSCR

6qigA

0.22

0.14

4.57

0.83

DEthreader

----------------GSAGHPP--------------------VHGRWSSWGPRSPCSRSCGGGVVTRRRQNNPRPAGRACVGADLQAEMCNTQACEKTQLEFMSQQCART-------------HWGAAVPHSQGLMCRA---------RGDSFLTRCMPGPRLSLCSGSCRT

(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	0.6115

(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	3ghnA	0.86	2.18	0.250	0.960	model1_3ghnA.pdb.gz
2	6qigA	0.66	3.22	0.267	0.844	model1_6qigA.pdb.gz
3	2c4mC	0.48	5.30	0.071	0.809	model1_2c4mC.pdb.gz
4	2amvA	0.47	4.89	0.048	0.763	model1_2amvA.pdb.gz
5	4bqeA	0.47	5.29	0.033	0.821	model1_4bqeA.pdb.gz
6	4l22A	0.46	4.92	0.060	0.763	model1_4l22A.pdb.gz
7	5lr8A	0.45	5.54	0.046	0.827	model1_5lr8A.pdb.gz
8	2aw3A	0.45	5.29	0.061	0.775	model1_2aw3A.pdb.gz
9	1ygpA	0.45	5.41	0.052	0.798	model1_1ygpA.pdb.gz
10	7k18A	0.44	5.34	0.068	0.769	model1_7k18A.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:0003824	1.00	catalytic activity
GO:0046922	0.99	peptide-O-fucosyltransferase 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	0.93	single-organism process
GO:0065007	0.91	biological regulation
GO:0050789	0.91	regulation of biological process
GO:0009987	0.79	cellular process
GO:0044763	0.76	single-organism cellular process
GO:0010468	0.76	regulation of gene expression
GO:0050794	0.74	regulation of cellular process
GO:0048519	0.66	negative regulation of biological process
GO:0048518	0.64	positive regulation of biological process
GO:0048583	0.63	regulation of response to stimulus
GO:0048522	0.63	positive regulation of cellular process
GO:0051239	0.62	regulation of multicellular organismal process
GO:0048523	0.62	negative regulation of cellular process
GO:0032502	0.62	developmental process
GO:2000026	0.61	regulation of multicellular organismal development
GO:0044767	0.61	single-organism developmental process
GO:0051241	0.60	negative regulation of multicellular organismal process
GO:0051093	0.59	negative regulation of developmental process
GO:0048585	0.59	negative regulation of response to stimulus
GO:0022603	0.59	regulation of anatomical structure morphogenesis
GO:0051128	0.57	regulation of cellular component organization
GO:0043170	0.57	macromolecule metabolic process
GO:0016043	0.57	cellular component organization
GO:0044238	0.56	primary metabolic process
GO:0032101	0.55	regulation of response to external stimulus
GO:0019538	0.55	protein metabolic process
GO:0032102	0.54	negative regulation of response to external stimulus
GO:0040017	0.53	positive regulation of locomotion
GO:0030334	0.53	regulation of cell migration
GO:0051271	0.52	negative regulation of cellular component movement
GO:0051129	0.52	negative regulation of cellular component organization
GO:0050922	0.52	negative regulation of chemotaxis
GO:0043062	0.52	extracellular structure organization
GO:0030335	0.52	positive regulation of cell migration
GO:0009966	0.51	regulation of signal transduction
GO:0032501	0.50	multicellular organismal process

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	0.69	cell part
GO:0044424	0.66	intracellular part
GO:0043227	0.65	membrane-bounded organelle
GO:0044444	0.64	cytoplasmic part
GO:0043231	0.61	intracellular membrane-bounded organelle
GO:0005783	0.60	endoplasmic reticulum
GO:0044421	0.59	extracellular region 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	2rgrA	0.430	5.19	0.073	0.740	5.99.1.3	NA
2	0.060	2x0sA	0.402	5.39	0.077	0.699	2.7.9.1	NA
3	0.060	2nyaF	0.386	5.66	0.050	0.734	1.7.99.4	NA
4	0.060	1vbgA	0.395	5.38	0.049	0.682	2.7.9.1	NA
5	0.060	2nyaA	0.390	5.68	0.064	0.740	1.7.99.4	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	0.19	3ghmA	0.864	2.23	0.256	0.965	1.32	UUU	complex1.pdb.gz	59,60,61,96,103
	2	0.01	2skcA	0.470	4.74	0.042	0.751	0.46	FPO	complex2.pdb.gz	58,64,168

	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.