D-I-TASSER P30038

D-I-TASSER results for P30038

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

Summary of the Protein

Uniprot ID: P30038
Protein Name: Delta-1-pyrroline-5-carboxylate dehydrogenase, mitochondrial
Gene Name: ALDH4A1

Input Sequence in FASTA format

>P30038 (563 residues)
MLLPAPALRRALLSRPWTGAGLRWKHTSSLKVANEPVLAFTQGSPERDALQKALKDLKGR
MEAIPCVVGDEEVWTSDVQYQVSPFNHGHKVAKFCYADKSLLNKAIEAALAARKEWDLKP
IADRAQIFLKAADMLSGPRRAEILAKTMVGQGKTVIQAEIDAAAELIDFFRFNAKYAVEL
EGQQPISVPPSTNSTVYRGLEGFVAAISPFNFTAIGGNLAGAPALMGNVVLWKPSDTAML
ASYAVYRILREAGLPPNIIQFVPADGPLFGDTVTSSEHLCGINFTGSVPTFKHLWKQVAQ
NLDRFHTFPRLAGECGGKNFHFVHRSADVESVVSGTLRSAFEYGGQKCSACSRLYVPHSL
WPQIKGRLLEEHSRIKVGDPAEDFGTFFSAVIDAKSFARIKKWLEHARSSPSLTILAGGK
CDDSVGYFVEPCIVESKDPQEPIMKEEIFGPVLSVYVYPDDKYKETLQLVDSTTSYGLTG
AVFSQDKDVVQEATKVLRNAAGNFYINDKSTGSIVGQQPFGGARASGTNDKPGGPHYILR
WTSPQVIKETHKPLGDWSYAYMQ

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	P30038-D1	1-312,532-563	344		MLLPAPALRRALLSRPWTGAGLRWKHTSSLKVANEPVLAFTQGSPERDALQKALKDLKGRMEAIPCVVGDEEVWTSDVQYQVSPFNHGHKVAKFCYADKSLLNKAIEAALAARKEWDLKPIADRAQIFLKAADMLSGPRRAEILAKTMVGQGKTVIQAEIDAAAELIDFFRFNAKYAVELEGQQPISVPPSTNSTVYRGLEGFVAAISPFNFTAIGGNLAGAPALMGNVVLWKPSDTAMLASYAVYRILREAGLPPNIIQFVPADGPLFGDTVTSSEHLCGINFTGSVPTFKHLWKQVAQNLDRFHTFPRLAPGGPHYILRWTSPQVIKETHKPLGDWSYAYMQ
2	P30038-D2	313-531	219		GECGGKNFHFVHRSADVESVVSGTLRSAFEYGGQKCSACSRLYVPHSLWPQIKGRLLEEHSRIKVGDPAEDFGTFFSAVIDAKSFARIKKWLEHARSSPSLTILAGGKCDDSVGYFVEPCIVESKDPQEPIMKEEIFGPVLSVYVYPDDKYKETLQLVDSTTSYGLTGAVFSQDKDVVQEATKVLRNAAGNFYINDKSTGSIVGQQPFGGARASGTNDK

Top 1 final models from D-I-TASSER

Click to view	Rank^a	Download	Estimated TM-score^b
	1	model1.pdb.gz	0.965

(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	3v9gA	0.96	0.77	1.000	0.961	model1_3v9gA.pdb.gz
2	4idmA	0.91	1.61	0.454	0.936	model1_4idmA.pdb.gz
3	4f9iA	0.88	1.97	0.305	0.922	model1_4f9iA.pdb.gz
4	3qanA	0.88	1.62	0.324	0.911	model1_3qanA.pdb.gz
5	5ur2A	0.88	1.69	0.280	0.913	model1_5ur2A.pdb.gz
6	2eiiA	0.88	1.75	0.313	0.909	model1_2eiiA.pdb.gz
7	7my9A	0.84	2.04	0.264	0.876	model1_7my9A.pdb.gz
8	6fjxA	0.82	2.43	0.266	0.872	model1_6fjxA.pdb.gz
9	4oe4A	0.82	1.32	0.431	0.840	model1_4oe4A.pdb.gz
10	3hazA	0.82	1.91	0.270	0.851	model1_3hazA.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:0016491	1.00	oxidoreductase activity
GO:0016620	0.99	oxidoreductase activity, acting on the aldehyde or oxo group of donors, NAD or NADP as acceptor
GO:0004029	0.96	aldehyde dehydrogenase (NAD) 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:0008152	0.92	metabolic process
GO:0009987	0.91	cellular process
GO:0044710	0.87	single-organism metabolic process
GO:0071704	0.86	organic substance metabolic process
GO:0044237	0.85	cellular metabolic process
GO:0044763	0.82	single-organism cellular process
GO:0044281	0.77	small molecule metabolic process
GO:0044238	0.65	primary metabolic process
GO:0006807	0.58	nitrogen compound metabolic process
GO:0006082	0.58	organic acid metabolic process
GO:1901564	0.55	organonitrogen compound metabolic process
GO:0019752	0.52	carboxylic acid 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	0.99	cell part
GO:0044424	0.96	intracellular part
GO:0044444	0.88	cytoplasmic part
GO:0043226	0.75	organelle
GO:0043227	0.70	membrane-bounded organelle
GO:0043229	0.65	intracellular organelle
GO:0043231	0.59	intracellular 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	0.213	2j5nB	0.876	1.76	0.313	0.909	1.5.1.12	206,314
2	0.198	2ve5A	0.805	2.23	0.243	0.853	1.2.1.8	NA
3	0.192	3ifgA	0.796	2.43	0.229	0.847	1.2.1.16	NA
4	0.192	3ifh6	0.796	2.43	0.229	0.847	1.2.1.16	216,291
5	0.188	1o01C	0.815	2.26	0.234	0.863	1.2.1.3	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:

Rank	Cscore^LB	PDB Hit	TM-score	RMSD^a	IDEN^a	Cov.	BS-score	Lig. Name	Download Complex	Predicted binding site residues
1	0.13	1cw3B	0.814	2.28	0.234	0.863	0.17	NAD	complex1.pdb.gz	234,235,236,237,242,262,270
2	0.10	3fg0A	0.810	2.40	0.259	0.863	0.10	NAD	complex2.pdb.gz	97,98,207,237
3	0.10	1cw3E	0.814	2.30	0.234	0.863	0.12	NAD	complex3.pdb.gz	242,243,264,273
4	0.10	1nzzG	0.814	2.30	0.234	0.863	0.12	NAD	complex4.pdb.gz	219,242,243,262,264,286
5	0.09	2eiiA	0.876	1.75	0.313	0.909	0.18	VAL	complex5.pdb.gz	97,98,266,267
6	0.06	1o04A	0.814	2.28	0.232	0.863	0.18	NAD	complex6.pdb.gz	210,211,236,347
7	0.06	2bjaA	0.876	1.75	0.313	0.909	0.24	NAD	complex7.pdb.gz	110,111,257,258
8	0.05	3hazA	0.818	1.91	0.270	0.851	0.10	NAD	complex8.pdb.gz	242,245,249
9	0.04	2onmA	0.814	2.30	0.234	0.863	0.23	ADP	complex9.pdb.gz	202,220,223,226,227
10	0.04	2onmK	0.814	2.29	0.234	0.863	0.16	ADP	complex10.pdb.gz	109,204,224,227

	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.