D-I-TASSER O15382

D-I-TASSER results for O15382

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

Summary of the Protein

Uniprot ID: O15382
Protein Name: Branched-chain-amino-acid aminotransferase, mitochondrial
Gene Name: BCAT2

Input Sequence in FASTA format

>O15382 (392 residues)
MAAAALGQIWARKLLSVPWLLCGPRRYASSSFKAADLQLEMTQKPHKKPGPGEPLVFGKT
FTDHMLMVEWNDKGWGQPRIQPFQNLTLHPASSSLHYSLQLFEGMKAFKGKDQQVRLFRP
WLNMDRMLRSAMRLCLPSFDKLELLECIRRLIEVDKDWVPDAAGTSLYVRPVLIGNEPSL
GVSQPTRALLFVILCPVGAYFPGGSVTPVSLLADPAFIRAWVGGVGNYKLGGNYGPTVLV
QQEALKRGCEQVLWLYGPDHQLTEVGTMNIFVYWTHEDGVLELVTPPLNGVILPGVVRQS
LLDMAQTWGEFRVVERTITMKQLLRALEEGRVREVFGSGTACQVCPVHRILYKDRNLHIP
TMENGPELILRFQKELKEIQYGIRAHEWMFPV

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 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.

Information of Domain

No. of Domain	Domain	Domain Boundary	Length of Domain	Models of Domain	Sequence
1	O15382-D1	1-197,387-392	203		MAAAALGQIWARKLLSVPWLLCGPRRYASSSFKAADLQLEMTQKPHKKPGPGEPLVFGKTFTDHMLMVEWNDKGWGQPRIQPFQNLTLHPASSSLHYSLQLFEGMKAFKGKDQQVRLFRPWLNMDRMLRSAMRLCLPSFDKLELLECIRRLIEVDKDWVPDAAGTSLYVRPVLIGNEPSLGVSQPTRALLFVILCPVEWMFPV
2	O15382-D2	198-386	189		GAYFPGGSVTPVSLLADPAFIRAWVGGVGNYKLGGNYGPTVLVQQEALKRGCEQVLWLYGPDHQLTEVGTMNIFVYWTHEDGVLELVTPPLNGVILPGVVRQSLLDMAQTWGEFRVVERTITMKQLLRALEEGRVREVFGSGTACQVCPVHRILYKDRNLHIPTMENGPELILRFQKELKEIQYGIRAH

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.934

(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	1ktaA	0.92	0.92	0.997	0.931	model1_1ktaA.pdb.gz
2	2abjA	0.92	1.02	0.582	0.929	model1_2abjA.pdb.gz
3	3dtgA	0.85	1.97	0.356	0.898	model1_3dtgA.pdb.gz
4	7lv7A	0.82	2.14	0.257	0.865	model1_7lv7A.pdb.gz
5	4dqnA	0.81	1.89	0.281	0.852	model1_4dqnA.pdb.gz
6	3uyyA	0.81	1.74	0.305	0.844	model1_3uyyA.pdb.gz
7	6gkpA	0.71	2.05	0.178	0.758	model1_6gkpA.pdb.gz
8	1wrvB	0.71	2.03	0.266	0.758	model1_1wrvB.pdb.gz
9	6h65A	0.71	2.09	0.199	0.758	model1_6h65A.pdb.gz
10	3u0gA	0.70	2.36	0.245	0.760	model1_3u0gA.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:0030170	1.00	pyridoxal phosphate binding
GO:0004084	1.00	branched-chain-amino-acid transaminase 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:0044763	1.00	single-organism cellular process
GO:0044710	1.00	single-organism metabolic process
GO:0044237	1.00	cellular metabolic process
GO:0043648	0.99	dicarboxylic acid metabolic process
GO:0009067	0.99	aspartate family amino acid biosynthetic process
GO:0008652	0.99	cellular amino acid biosynthetic process
GO:0009099	0.98	valine biosynthetic process
GO:0009098	0.98	leucine biosynthetic process
GO:0006532	0.98	aspartate biosynthetic 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:0044444	1.00	cytoplasmic part
GO:0043231	0.96	intracellular membrane-bounded organelle
GO:0005739	0.94	mitochondrion

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	0.354	1iydA	0.699	2.24	0.257	0.755	2.6.1.42	102,168,170,199,234,266,293,295,339,341
2	0.279	2zgiD	0.544	2.60	0.171	0.600	4.-.-.-	228,229,293
3	0.227	2abjA	0.915	1.02	0.582	0.929	2.6.1.42	229
4	0.189	3dtfA	0.853	2.03	0.353	0.898	2.6.1.42	229
5	0.179	3ht5A	0.806	1.69	0.377	0.837	2.6.1.42	229

	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	0.92	1kt8A	0.911	0.74	0.997	0.918	1.97	ILP	complex1.pdb.gz	102,104,126,168,219,229,234,264,267,268,269,293,295,296,297,339,340
2	0.91	2hg8B	0.923	0.41	0.994	0.926	1.22	MLE	complex2.pdb.gz	102,170,229,267
3	0.81	2coiB	0.896	0.80	0.594	0.906	1.55	GBN	complex3.pdb.gz	168,170,200,267,268,339,340,341
4	0.78	2cogA	0.902	0.77	0.594	0.911	0.97	4MV	complex4.pdb.gz	267,268,340,341
5	0.67	2abjD	0.903	0.87	0.584	0.913	1.62	CBC	complex5.pdb.gz	57,102,168,229,251,267,268,339,341,342
6	0.30	1a3gA	0.687	1.97	0.254	0.732	1.25	PLP	complex6.pdb.gz	126,229,234,264,267,268,295,296,297,340
7	0.07	3ht50	0.806	1.69	0.377	0.837	1.42	III	complex7.pdb.gz	65,83,84,85,86,87,88,89,90,91,94,95,96,97,98,99,100,102,132,133,134,170,172,180,182,183,216,217,218,221,222,223,224,225,230,231,232,235,236,238,239,241
8	0.06	2ej0A	0.694	1.95	0.259	0.740	1.47	MPD	complex8.pdb.gz	119,122,294,295,296,299

	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.