D-I-TASSER O15427

D-I-TASSER results for O15427

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

Summary of the Protein

Uniprot ID: O15427
Protein Name: Monocarboxylate transporter 4
Gene Name: SLC16A3

Input Sequence in FASTA format

>O15427 (465 residues)
MGGAVVDEGPTGVKAPDGGWGWAVLFGCFVITGFSYAFPKAVSVFFKELIQEFGIGYSDT
AWISSILLAMLYGTGPLCSVCVNRFGCRPVMLVGGLFASLGMVAASFCRSIIQVYLTTGV
ITGLGLALNFQPSLIMLNRYFSKRRPMANGLAAAGSPVFLCALSPLGQLLQDRYGWRGGF
LILGGLLLNCCVCAALMRPLVVTAQPGSGPPRPSRRLLDLSVFRDRGFVLYAVAASVMVL
GLFVPPVFVVSYAKDLGVPDTKAAFLLTILGFIDIFARPAAGFVAGLGKVRPYSVYLFSF
SMFFNGLADLAGSTAGDYGGLVVFCIFFGISYGMVGALQFEVLMAIVGTHKFSSAIGLVL
LMEAVAVLVGPPSGGKLLDATHVYMYVFILAGAEVLTSSLILLLGNFFCIRKKPKEPQPE
VAAAEEEKLHKPPADSGVDLREVEHFLKAEPEKNGEVVHTPETSV

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	O15427-D1	1-217	217		MGGAVVDEGPTGVKAPDGGWGWAVLFGCFVITGFSYAFPKAVSVFFKELIQEFGIGYSDTAWISSILLAMLYGTGPLCSVCVNRFGCRPVMLVGGLFASLGMVAASFCRSIIQVYLTTGVITGLGLALNFQPSLIMLNRYFSKRRPMANGLAAAGSPVFLCALSPLGQLLQDRYGWRGGFLILGGLLLNCCVCAALMRPLVVTAQPGSGPPRPSRRL
2	O15427-D2	218-465	248		LDLSVFRDRGFVLYAVAASVMVLGLFVPPVFVVSYAKDLGVPDTKAAFLLTILGFIDIFARPAAGFVAGLGKVRPYSVYLFSFSMFFNGLADLAGSTAGDYGGLVVFCIFFGISYGMVGALQFEVLMAIVGTHKFSSAIGLVLLMEAVAVLVGPPSGGKLLDATHVYMYVFILAGAEVLTSSLILLLGNFFCIRKKPKEPQPEVAAAEEEKLHKPPADSGVDLREVEHFLKAEPEKNGEVVHTPETSV

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.89

(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	6thaA	0.75	2.64	0.130	0.824	model1_6thaA.pdb.gz
2	6e9nA	0.75	2.50	0.157	0.813	model1_6e9nA.pdb.gz
3	4gbyA	0.74	3.36	0.120	0.856	model1_4gbyA.pdb.gz
4	6lyyA	0.74	2.68	0.479	0.822	model1_6lyyA.pdb.gz
5	4ldsA	0.73	2.95	0.118	0.822	model1_4ldsA.pdb.gz
6	6exsA	0.73	3.50	0.147	0.850	model1_6exsA.pdb.gz
7	6h7dA	0.73	3.36	0.110	0.841	model1_6h7dA.pdb.gz
8	6kkiA	0.73	2.12	0.146	0.783	model1_6kkiA.pdb.gz
9	4zowA	0.73	2.90	0.117	0.813	model1_4zowA.pdb.gz
10	4j05A	0.69	3.38	0.101	0.806	model1_4j05A.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:0005215	1.00	transporter activity
GO:0022857	0.83	transmembrane transporter activity
GO:0022891	0.80	substrate-specific transmembrane transporter activity
GO:0015075	0.55	ion transmembrane transporter activity
GO:0008509	0.52	anion transmembrane transporter activity
GO:0008514	0.50	organic anion transmembrane transporter 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:0006811	0.98	ion transport
GO:0055085	0.95	transmembrane transport
GO:0034220	0.94	ion transmembrane transport
GO:0071702	0.68	organic substance transport
GO:0046942	0.67	carboxylic acid transport
GO:0015718	0.66	monocarboxylic acid transport
GO:0035879	0.62	plasma membrane lactate transport

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:0016021	0.99	integral component of membrane
GO:0044464	0.92	cell part
GO:0044424	0.59	intracellular part
GO:0044459	0.51	plasma membrane part
GO:0005887	0.50	integral component of plasma membrane

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	2fknB	0.327	7.20	0.033	0.538	4.2.1.49	NA
2	0.060	2je8B	0.325	7.38	0.025	0.535	3.2.1.25	NA
3	0.060	1w7cA	0.338	7.62	0.066	0.568	1.4.3.13	NA
4	0.060	3g61A	0.380	7.12	0.052	0.617	3.6.3.44	NA
5	0.060	1aorB	0.329	7.11	0.042	0.529	1.2.7.5	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:

Rank	Cscore^LB	PDB Hit	TM-score	RMSD^a	IDEN^a	Cov.	BS-score	Lig. Name	Download Complex	Predicted binding site residues
1	0.01	1llwA	0.387	7.01	0.034	0.615	0.50	F3S	complex1.pdb.gz	74,75,77,78,79,127
2	0.01	2o01B	0.382	6.65	0.066	0.589	0.44	SF4	complex2.pdb.gz	17,18,19,24
3	0.01	3rkoN	0.396	6.58	0.052	0.600	0.50	LFA	complex3.pdb.gz	19,22,23,26
4	0.01	1lm1A	0.377	7.73	0.059	0.662	0.69	F3S	complex4.pdb.gz	96,97,100,101,102,121,126
5	0.01	1n38A	0.370	6.82	0.063	0.587	0.53	CH1	complex5.pdb.gz	16,17,20,23,24,25
6	0.01	3rkoN	0.396	6.58	0.052	0.600	0.44	LFA	complex6.pdb.gz	82,83,86,126
7	0.01	1ofdB	0.349	7.53	0.052	0.596	0.43	F3S	complex7.pdb.gz	81,90,91,92,94
8	0.01	3rkoL	0.388	6.86	0.056	0.598	0.43	LFA	complex8.pdb.gz	69,73,74
9	0.01	3rkoC	0.392	6.47	0.059	0.594	0.50	LFA	complex9.pdb.gz	21,24,28
10	0.01	2o01A	0.387	6.72	0.039	0.596	0.48	PQN	complex10.pdb.gz	23,24,27,28

	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.