D-I-TASSER O15229

D-I-TASSER results for O15229

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

Summary of the Protein

Uniprot ID: O15229
Protein Name: Kynurenine 3-monooxygenase
Gene Name: KMO

Input Sequence in FASTA format

>O15229 (486 residues)
MDSSVIQRKKVAVIGGGLVGSLQACFLAKRNFQIDVYEAREDTRVATFTRGRSINLALSH
RGRQALKAVGLEDQIVSQGIPMRARMIHSLSGKKSAIPYGTKSQYILSVSRENLNKDLLT
AAEKYPNVKMHFNHRLLKCNPEEGMITVLGSDKVPKDVTCDLIVGCDGAYSTVRSHLMKK
PRFDYSQQYIPHGYMELTIPPKNGDYAMEPNYLHIWPRNTFMMIALPNMNKSFTCTLFMP
FEEFEKLLTSNDVVDFFQKYFPDAIPLIGEKLLVQDFFLLPAQPMISVKCSSFHFKSHCV
LLGDAAHAIVPFFGQGMNAGFEDCLVFDELMDKFSNDLSLCLPVFSRLRIPDDHAISDLS
MYNYIEMRAHVNSSWFIFQKNMERFLHAIMPSTFIPLYTMVTFSRIRYHEAVQRWHWQKK
VINKGLFFLGSLIAISSTYLLIHYMSPRSFLRLRRPWNWIAHFRNTTCFPAKAVDSLEQI
SNLISR

Predicted Contact and Distance Map Used in D-I-TASSER simulation

Contact Map

Distance Map

D-I-TASSER simulation is guided by the consensus contact map (left figure) and distance map (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.

Information of Domain

No. of Domain	Domain	Domain Boundary	Length of Domain	Models of Domain	Sequence
1	O15229-D1	1-81,106-185,285-373	250		MDSSVIQRKKVAVIGGGLVGSLQACFLAKRNFQIDVYEAREDTRVATFTRGRSINLALSHRGRQALKAVGLEDQIVSQGIPILSVSRENLNKDLLTAAEKYPNVKMHFNHRLLKCNPEEGMITVLGSDKVPKDVTCDLIVGCDGAYSTVRSHLMKKPRFDYMISVKCSSFHFKSHCVLLGDAAHAIVPFFGQGMNAGFEDCLVFDELMDKFSNDLSLCLPVFSRLRIPDDHAISDLSMYNYIEMRAHVNS
2	O15229-D2	82-105,186-284	123		MRARMIHSLSGKKSAIPYGTKSQYSQQYIPHGYMELTIPPKNGDYAMEPNYLHIWPRNTFMMIALPNMNKSFTCTLFMPFEEFEKLLTSNDVVDFFQKYFPDAIPLIGEKLLVQDFFLLPAQP
3	O15229-D3	374-486	113		SWFIFQKNMERFLHAIMPSTFIPLYTMVTFSRIRYHEAVQRWHWQKKVINKGLFFLGSLIAISSTYLLIHYMSPRSFLRLRRPWNWIAHFRNTTCFPAKAVDSLEQISNLISR

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.8

(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	5fn0A	0.77	3.07	0.342	0.852	model1_5fn0A.pdb.gz
2	6lkdA	0.74	3.01	0.745	0.819	model1_6lkdA.pdb.gz
3	6c6nA	0.69	3.37	0.148	0.788	model1_6c6nA.pdb.gz
4	5wgrA	0.68	4.42	0.105	0.831	model1_5wgrA.pdb.gz
5	3nixA	0.66	3.42	0.114	0.763	model1_3nixA.pdb.gz
6	6bzaA	0.66	4.60	0.103	0.821	model1_6bzaA.pdb.gz
7	6u0pA	0.66	3.97	0.105	0.765	model1_6u0pA.pdb.gz
8	5dbjE	0.66	3.84	0.121	0.776	model1_5dbjE.pdb.gz
9	6pvfA	0.66	3.64	0.161	0.749	model1_6pvfA.pdb.gz
10	4j2wA	0.65	2.69	0.353	0.710	model1_4j2wA.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:0004497	1.00	monooxygenase activity
GO:0097159	0.72	organic cyclic compound binding
GO:1901363	0.71	heterocyclic compound binding
GO:0016705	0.71	oxidoreductase activity, acting on paired donors, with incorporation or reduction of molecular oxygen
GO:0016709	0.70	oxidoreductase activity, acting on paired donors, with incorporation or reduction of molecular oxygen, NAD(P)H as one donor, and incorporation of one atom of oxygen
GO:0000166	0.70	nucleotide binding
GO:0050662	0.68	coenzyme binding
GO:0004502	0.68	kynurenine 3-monooxygenase activity
GO:0050660	0.67	flavin adenine dinucleotide binding
GO:0016174	0.66	NAD(P)H oxidase 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:0044710	1.00	single-organism metabolic process
GO:0044711	0.96	single-organism biosynthetic process
GO:0044550	0.95	secondary metabolite biosynthetic process
GO:0009987	0.85	cellular process
GO:0044281	0.84	small molecule metabolic process
GO:0071704	0.82	organic substance metabolic process
GO:0044237	0.82	cellular metabolic process
GO:0044763	0.81	single-organism cellular process
GO:0044238	0.74	primary metabolic process
GO:1901360	0.72	organic cyclic compound metabolic process
GO:0006733	0.72	oxidoreduction coenzyme metabolic process
GO:0006807	0.70	nitrogen compound metabolic process
GO:0006725	0.70	cellular aromatic compound metabolic process
GO:0006082	0.70	organic acid metabolic process
GO:0046483	0.69	heterocycle metabolic process
GO:0042180	0.69	cellular ketone metabolic process
GO:0034641	0.69	cellular nitrogen compound metabolic process
GO:1901564	0.68	organonitrogen compound metabolic process
GO:0006139	0.68	nucleobase-containing compound metabolic process
GO:0019674	0.67	NAD metabolic process
GO:1901605	0.65	alpha-amino acid metabolic process
GO:0070189	0.64	kynurenine metabolic 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	1.00	cell part
GO:0044424	0.99	intracellular part
GO:0044444	0.98	cytoplasmic part
GO:0016020	0.93	membrane
GO:0044446	0.91	intracellular organelle part
GO:0044429	0.88	mitochondrial part
GO:0031966	0.87	mitochondrial membrane
GO:0005741	0.85	mitochondrial outer membrane
GO:0043226	0.56	organelle
GO:0043227	0.55	membrane-bounded organelle

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	0.273	1dodA	0.638	3.67	0.137	0.739	1.14.13.2	14,52,166,168,304
2	0.103	3cgvA	0.617	3.74	0.127	0.731	1.3.1.-	NA
3	0.066	1y56B	0.493	4.30	0.119	0.601	1.5.99.8	NA
4	0.066	1ng4B	0.484	4.23	0.139	0.586	1.4.3.19	15,17,38,116
5	0.066	1ng3A	0.483	4.23	0.139	0.586	1.4.3.19 1.5.3.-	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	0.62	1dobA	0.638	3.66	0.137	0.739	1.16	FAD	complex1.pdb.gz	14,15,17,18,19,37,38,39,111,166,167,168,303,304,316

	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.