D-I-TASSER A8MZ26-D1

D-I-TASSER results for A8MZ26-D1

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

Input Sequence in FASTA format

>A8MZ26 (106 residues)
MRLKQGSFLWYLYLDKIYCLLSVRNVKALAEYFHILDVHGKNTLNDVLFYHFLHHVTDLK
KAQINIVFDMLDWNAVGEIDFEKFYMLVCMLLAHQNHLEGQFMYRH

Predicted Secondary Structure

Sequence	20 40 60 80 100 \| \| \| \| \| MRLKQGSFLWYLYLDKIYCLLSVRNVKALAEYFHILDVHGKNTLNDVLFYHFLHHVTDLKKAQINIVFDMLDWNAVGEIDFEKFYMLVCMLLAHQNHLEGQFMYRH
Prediction	CCCCCCHHHHHHHCCCCSSSSSSCCHHHHHHHHHHHCCCCCCCHHHHHHHHHHHHHHCCCHHHHHHHHHHHCCCCCSSSCHHHHHHHHHHHHHHHCCCCCCCCCCC
Confidence	9766112455554064335665303899999999854156784137999999999860675699999998377874467145556788999985325412110059
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 \| \| \| \| \| MRLKQGSFLWYLYLDKIYCLLSVRNVKALAEYFHILDVHGKNTLNDVLFYHFLHHVTDLKKAQINIVFDMLDWNAVGEIDFEKFYMLVCMLLAHQNHLEGQFMYRH
Prediction	7624643102103234310001144041013004103125633043110220032024145530330043033423240414311000000012544456423357
	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 AttentionPotential. 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

CCCCCCHHHHHHHCCCCSSSSSSCCHHHHHHHHHHHCCCCCCCHHHHHHHHHHHHHHCCCHHHHHHHHHHHCCCCCSSSCHHHHHHHHHHHHHHHCCCCCCCCCCC
MRLKQGSFLWYLYLDKIYCLLSVRNVKALAEYFHILDVHGKNTLNDVLFYHFLHHVTDLKKAQINIVFDMLDWNAVGEIDFEKFYMLVCMLLAHQNHLEGQFMYRH

1y1xA

0.12

0.10

3.68

1.17

DEthreader

--------SL--ATTEKLLMYLHHFILSMREGFRKRDSSGDGRLDSNEVRAALLSSGQVSEQTFQALMRKFDRQRRGSLGFDDYVELSIFVCRVRNVFAY-GQV--

4tncA1

0.14

0.12

4.19

1.47

SPARKS-K

---------AMDQQAEARAFLSEEMIAEFKAAFDMFDADGGGDISTKELGTVMRMLQNPTKEELDAIIEEVDEDGSGTIDFEEFLVMMVRQMKEDAKGKSEE----

4tncA1

0.15

0.12

4.15

1.24

FFAS-3D

------------QQAEARAFLSEEMIAEFKAAFDMFDADGGGDISTKELGTVMRMLGNPTKEELDAIIEEVDEDGSGTIDFEEFLVMMVRQMKEDAKGKSE-----

3siaA

0.10

0.09

3.48

1.17

DEthreader

PPSV-RNTW--WF--PLLNTIPLDQYTRIYQWFMGVDRDRSGTLEINELMMGQFPGIRLSPQTALRMMRIFDTDFNGHISFYEFMAMYKFMELAYLF-LIL-LHFA

5i2lA

0.08

2.93

1.41

SPARKS-K

-----------FNPYTEFKEFSRKQIKDMEKMFKQYDAGRDGFIDLMELKLMMEKLAPQTHLGLKNMIKEVDEDFDSKLSFREFLLIFRKAAAGELQEDSGLCVLA

3siaA

0.07

2.74

0.66

MapAlign

-GQFPGGIRLSPQTALRMMRIMYKFMELAYNLFVMNARARSGTLEPHEILPALQQLFYINQRTSLLLHRLFAM---AFCDLNCWIAICAFAAQTGKFLDVVTSLL-

4wpxA

0.15

0.14

4.76

0.34

CEthreader

------QIQYTIPPREDYNKLSDEQKTRISEAFELFDSNKDGLLSYEEFRFVLRALFDLPKQQTYDMLVRHGQPVYRQFNLATAQALAGTLIRQRDPRDELRRAFR

3k21A

0.16

5.32

0.94

MUSTER

FKYGLLLKFQKLAMTIIAQQSNDYDVEKLKSTFLVLDEDGKGYITKEQLKKGLEKDGLKLPYNFDLLLDQIDSDGSGKIDYTEFIAAALD-RKQLSKKLIYCAFRV

4oy4A

0.17

0.14

4.64

0.79

HHsearch

-------------------QLTEEQIAEFKEAFSLFDKDGDGTITTKELGTVMRSLGNPTEAELQDMINEVDADGDGTIDFPEFLTMMARKMKDTDSEEIREAFRV

1a2xA1

0.16

0.12

4.08

1.20

FFAS-3D

-------------QAEARSYLSEEMIAEFKAAFDMFDADGGGDISVKELGTVMRMLGTPTKEELDAIIEEVDEDGSGTIDFEEFLVMMVRQMKED-----------

(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	0.7205

(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 AttentionPotential, 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	3siaA	0.76	2.59	0.117	0.972	model1_3siaA.pdb.gz
2	1y1xA	0.75	2.61	0.108	0.915	model1_1y1xA.pdb.gz
3	1hqvA	0.72	3.02	0.117	0.943	model1_1hqvA.pdb.gz
4	1ij5A	0.72	2.84	0.144	0.906	model1_1ij5A.pdb.gz
5	1qxpB	0.72	2.93	0.098	0.953	model1_1qxpB.pdb.gz
6	1k94A	0.71	2.83	0.140	0.887	model1_1k94A.pdb.gz
7	1juoA	0.70	2.34	0.125	0.859	model1_1juoA.pdb.gz
8	4okhA	0.70	2.93	0.147	0.896	model1_4okhA.pdb.gz
9	2i7aA	0.67	2.96	0.100	0.887	model1_2i7aA.pdb.gz
10	1kfuL2	0.67	3.02	0.129	0.887	model1_1kfuL2.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:0046872	0.97	metal ion binding
GO:0005509	0.96	calcium ion binding
GO:0097159	0.76	organic cyclic compound binding
GO:0036094	0.65	small molecule binding
GO:0003824	0.59	catalytic activity
GO:0016787	0.53	hydrolase activity
GO:1901363	0.52	heterocyclic compound binding
GO:0019842	0.51	vitamin binding
GO:0005496	0.51	steroid binding
GO:0046983	0.50	protein dimerization activity
GO:0042802	0.50	identical protein 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:0009987	0.95	cellular process
GO:0065007	0.77	biological regulation
GO:0050789	0.77	regulation of biological process
GO:0050794	0.76	regulation of cellular process
GO:0008152	0.71	metabolic process
GO:0044238	0.69	primary metabolic process
GO:0044237	0.69	cellular metabolic process
GO:0043170	0.69	macromolecule metabolic process
GO:0044260	0.68	cellular macromolecule metabolic process
GO:0007165	0.65	signal transduction
GO:0035556	0.64	intracellular signal transduction
GO:0050896	0.60	response to stimulus
GO:0033554	0.59	cellular response to stress
GO:0006810	0.57	transport
GO:0009628	0.55	response to abiotic stimulus
GO:0060255	0.54	regulation of macromolecule metabolic process
GO:0031323	0.54	regulation of cellular metabolic process
GO:0080090	0.53	regulation of primary metabolic process
GO:0048518	0.53	positive regulation of biological process
GO:0048522	0.52	positive regulation of cellular process
GO:0048583	0.51	regulation of response to stimulus
GO:0048519	0.51	negative regulation of biological process
GO:0031325	0.51	positive regulation of cellular metabolic process
GO:0019538	0.51	protein metabolic process
GO:0010604	0.51	positive regulation of macromolecule metabolic process
GO:2000026	0.50	regulation of multicellular organismal development
GO:1902531	0.50	regulation of intracellular signal transduction
GO:0051247	0.50	positive regulation of protein metabolic process
GO:0050790	0.50	regulation of catalytic activity
GO:0046907	0.50	intracellular transport
GO:0044267	0.50	cellular protein metabolic process
GO:0042981	0.50	regulation of apoptotic process
GO:0042221	0.50	response to chemical
GO:0032879	0.50	regulation of localization
GO:0032268	0.50	regulation of cellular protein metabolic process
GO:0023057	0.50	negative regulation of signaling
GO:0015031	0.50	protein transport
GO:0010648	0.50	negative regulation of cell communication

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	0.99	intracellular part
GO:0043226	0.95	organelle
GO:0043229	0.93	intracellular organelle
GO:0043227	0.93	membrane-bounded organelle
GO:0043231	0.89	intracellular membrane-bounded organelle
GO:0005634	0.84	nucleus
GO:0044444	0.79	cytoplasmic part
GO:0016020	0.78	membrane
GO:0005737	0.78	cytoplasm
GO:0044422	0.66	organelle part
GO:0005886	0.66	plasma membrane
GO:0044446	0.63	intracellular organelle part
GO:0005829	0.53	cytosol

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	2weiA	0.400	4.27	0.041	0.717	2.7.1.17	NA
2	0.060	1fbvA	0.571	3.68	0.095	0.859	6.3.2.19	NA
3	0.060	1gz7C	0.448	3.75	0.055	0.679	3.1.1.3	NA
4	0.060	2pm8A	0.493	3.47	0.040	0.736	3.1.1.8	NA
5	0.060	1tuzA	0.489	2.99	0.080	0.660	2.7.1.107	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	0.23	1ij6A	0.714	2.88	0.144	0.906	0.99	CA	complex1.pdb.gz	72,74,76,78,83
	2	0.19	1hqvA	0.719	3.02	0.117	0.943	0.89	CA	complex2.pdb.gz	69,72,75,77

	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.