D-I-TASSER P00439-D2

D-I-TASSER results for P00439-D2

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

Input Sequence in FASTA format

>P00439 (335 residues)
VPWFPRTIQELDRFANQILSYGAELDADHPGFKDPVYRARRKQFADIAYNYRHGQPIPRV
EYMEEEKKTWGTVFKTLKSLYKTHACYEYNHIFPLLEKYCGFHEDNIPQLEDVSQFLQTC
TGFRLRPVAGLLSSRDFLGGLAFRVFHCTQYIRHGSKPMYTPEPDICHELLGHVPLFSDR
SFAQFSQEIGLASLGAPDEYIEKLATIYWFTVEFGLCKQGDSIKAYGAGLLSSFGELQYC
LSEKPKLLPLELEKTAIQNYTVTEFQPLYYVAESFNDAKEKVRNFAATIPRPFSVRYDPY
TQRIEVLDNTQQLKILADSINSEIGILCSALQKIK

Predicted Secondary Structure

Sequence	20 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| VPWFPRTIQELDRFANQILSYGAELDADHPGFKDPVYRARRKQFADIAYNYRHGQPIPRVEYMEEEKKTWGTVFKTLKSLYKTHACYEYNHIFPLLEKYCGFHEDNIPQLEDVSQFLQTCTGFRLRPVAGLLSSRDFLGGLAFRVFHCTQYIRHGSKPMYTPEPDICHELLGHVPLFSDRSFAQFSQEIGLASLGAPDEYIEKLATIYWFTVEFGLCKQGDSIKAYGAGLLSSFGELQYCLSEKPKLLPLELEKTAIQNYTVTEFQPLYYVAESFNDAKEKVRNFAATIPRPFSVRYDPYTQRIEVLDNTQQLKILADSINSEIGILCSALQKIK
Prediction	CCCCCCCHHHHHHHHHHHHHCCHHHCCCCCCCCCHHHHHHHHHHHHHHHHHHCCCCCCCCCCCHHHHHHHHHHHHHHHHHHHCHHCHHHHHHHHHHHHHCCCCCCCCCCHHHHHHHHHHCCCCSSSSCCCCCCHHHHHHHHHCCCCCSSSSSCCCCCCCCCCCCCCHHHHHHHHHHHCCHHHHHHHHHHHHHHHCCCHHHHHHHHHHHHHHSSSSSSSCCCSSSSSSSSCCCCHHHHHHHCCCCCCSSCCCHHHHHCCCCCCCCCCCCSSSSCCHHHHHHHHHHHHHHCCCCCCCCCCCCCCSSSSCCCHHHHHHHHHHHHHHHHHHHHHHHHHC
Confidence	99999988999999876530471002334568983577778999998887402588873458999999999999999998621420999999999998529996689998999899986049789974777998999999871813214342378767789997302334311122269899999999999961899999999987775313556761299078973011378899999818998321588999843888988777526886899999999999999668998765674321687438869999999999999999999999729
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| VPWFPRTIQELDRFANQILSYGAELDADHPGFKDPVYRARRKQFADIAYNYRHGQPIPRVEYMEEEKKTWGTVFKTLKSLYKTHACYEYNHIFPLLEKYCGFHEDNIPQLEDVSQFLQTCTGFRLRPVAGLLSSRDFLGGLAFRVFHCTQYIRHGSKPMYTPEPDICHELLGHVPLFSDRSFAQFSQEIGLASLGAPDEYIEKLATIYWFTVEFGLCKQGDSIKAYGAGLLSSFGELQYCLSEKPKLLPLELEKTAIQNYTVTEFQPLYYVAESFNDAKEKVRNFAATIPRPFSVRYDPYTQRIEVLDNTQQLKILADSINSEIGILCSALQKIK
Prediction	72233440510240152025234613642661626103421530050033133545242151364035003300430262057200520250052037326046730030430152027303010220311032430031004220100110143751511622310120000000001430040022003003413760052013000000000004367513010000000330022002551633403044006360413521410000410630251044015305430313121114204215536403400540443042033016328
	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 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.

Top 10 threading templates used by D-I-TASSER

Rank

PDB
hit

ID1

ID2

Cov

Norm.
Zscore

Download
alignment

                  20                  40                  60                  80                 100                 120                 140                 160                 180                 200                 220                 240                 260                 280                 300                 320

                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |

SS
Seq

CCCCCCCHHHHHHHHHHHHHCCHHHCCCCCCCCCHHHHHHHHHHHHHHHHHHCCCCCCCCCCCHHHHHHHHHHHHHHHHHHHCHHCHHHHHHHHHHHHHCCCCCCCCCCHHHHHHHHHHCCCCSSSSCCCCCCHHHHHHHHHCCCCCSSSSSCCCCCCCCCCCCCCHHHHHHHHHHHCCHHHHHHHHHHHHHHHCCCHHHHHHHHHHHHHHSSSSSSSCCCSSSSSSSSCCCCHHHHHHHCCCCCCSSCCCHHHHHCCCCCCCCCCCCSSSSCCHHHHHHHHHHHHHHCCCCCCCCCCCCCCSSSSCCCHHHHHHHHHHHHHHHHHHHHHHHHHC
VPWFPRTIQELDRFANQILSYGAELDADHPGFKDPVYRARRKQFADIAYNYRHGQPIPRVEYMEEEKKTWGTVFKTLKSLYKTHACYEYNHIFPLLEKYCGFHEDNIPQLEDVSQFLQTCTGFRLRPVAGLLSSRDFLGGLAFRVFHCTQYIRHGSKPMYTPEPDICHELLGHVPLFSDRSFAQFSQEIGLASLGAPDEYIEKLATIYWFTVEFGLCKQGDSIKAYGAGLLSSFGELQYCLSEKPKLLPLELEKTAIQNYTVTEFQPLYYVAESFNDAKEKVRNFAATIPRPFSVRYDPYTQRIEVLDNTQQLKILADSINSEIGILCSALQKIK

2tohA

0.62

0.59

16.82

1.50

DEthreader

VPWFPRKVSELDKCH-HLV-TPD-LDLDHPGFSDQVYRQRRKLIAEIAFQYKHGEPIPHVEYTAEEIATWKEVYVTLKGLYATHACREHLEGFQLLERYCGYREDSIPQLEDVSRFLKERTGFQLRPVAGLLSARD-LASLAFRVFQCTQYIRHASSPMHSPEPDCCHELLGHVPMLADRTFAQFSQDIGLASLGASDEEIEKLSTVYWFTVEFGLCKQNGELKAYGAGLLSSYGELLHSLSEEPEVRAFDPDTAAVQPYQDQTYQPVYFVSESFNDAKDKLRNYASRIQRPFSVKFDPYTLAIDVLD-S--PH-TIQRSLEGVQ----------

2tohA

0.61

0.60

17.27

3.50

SPARKS-K

VPWFPRKVSELDKCHHL---VTPDLDLDHPGFSDQVYRQRRKLIAEIAFQYKHGEPIPHVEYTAEEIATWKEVYVTLKGLYATHACREHLEGFQLLERYCGYREDSIPQLEDVSRFLKERTGFQLRPVAGLLSARD-LASLAFRVFQCTQYIRHASSPMHSPEPDCCHELLGHVPMLADRTFAQFSQDIGLASLGASDEEIEKLSTVYWFTVEFGLCKQNGELKAYGAGLLSSYGELLHSLSEEPEVRAFDPDTAAVQPYQDQTYQPVYFVSESFNDAKDKLRNYASRIQRPFSVKFDPYTLAIDVLDSPHTIQRSLEGVQDELHTLAHALSAIS

2tohA

0.61

0.60

17.10

2.21

MapAlign

VPWFPRKVSELDKCHHLVTP---DLDLDHPGFSDQVYRQRRKLIAEIAFQYKHGEPIPHVEYTAEEIATWKEVYVTLKGLYATHACREHLEGFQLLERYCGYREDSIPQLEDVSRFLKERTGFQLRPVAGLLSAR-DLASLAFRVFQCTQYIRHASSPMHSPEPDCCHELLGHVPMLADRTFAQFSQDIGLASLGASDEEIEKLSTVYWFTVEFGLCKQNGELKAYGAGLLSSYGELLHSLSEEPEVRAFDPDTAAVQPYQDQTYQPVYFVSESFNDAKDKLRNYASRIQRPFSVKFDPYTLAIDVLDSPHTIQRSLEGVQDELHTLAHALSA--

2tohA

0.61

0.60

17.27

1.54

CEthreader

VPWFPRKVSELDKCHHLVT---PDLDLDHPGFSDQVYRQRRKLIAEIAFQYKHGEPIPHVEYTAEEIATWKEVYVTLKGLYATHACREHLEGFQLLERYCGYREDSIPQLEDVSRFLKERTGFQLRPVAGLLSARD-LASLAFRVFQCTQYIRHASSPMHSPEPDCCHELLGHVPMLADRTFAQFSQDIGLASLGASDEEIEKLSTVYWFTVEFGLCKQNGELKAYGAGLLSSYGELLHSLSEEPEVRAFDPDTAAVQPYQDQTYQPVYFVSESFNDAKDKLRNYASRIQRPFSVKFDPYTLAIDVLDSPHTIQRSLEGVQDELHTLAHALSAIS

2tohA

0.61

0.60

17.19

2.73

MUSTER

VPWFPRKVSELDKCHHLVT---PDLDLDHPGFSDQVYRQRRKLIAEIAFQYKHGEPIPHVEYTAEEIATWKEVYVTLKGLYATHACREHLEGFQLLERYCGYREDSIPQLEDVSRFLKERTGFQLRPVAGLLSAR-DLASLAFRVFQCTQYIRHASSPMHSPEPDCCHELLGHVPMLADRTFAQFSQDIGLASLGASDEEIEKLSTVYWFTVEFGLCKQNGELKAYGAGLLSSYGELLHSLSEEPEVRAFDPDTAAVQPYQDQTYQPVYFVSESFNDAKDKLRNYASRIQRPFSVKFDPYTLAIDVLDSPHTIQRSLEGVQDELHTLAHALSAIS

2tohA

0.61

0.60

17.27

4.81

HHsearch

VPWFPRKVSELDKCHHLVT---PDLDLDHPGFSDQVYRQRRKLIAEIAFQYKHGEPIPHVEYTAEEIATWKEVYVTLKGLYATHACREHLEGFQLLERYCGYREDSIPQLEDVSRFLKERTGFQLRPVAGLLSARD-LASLAFRVFQCTQYIRHASSPMHSPEPDCCHELLGHVPMLADRTFAQFSQDIGLASLGASDEEIEKLSTVYWFTVEFGLCKQNGELKAYGAGLLSSYGELLHSLSEEPEVRAFDPDTAAVQPYQDQTYQPVYFVSESFNDAKDKLRNYASRIQRPFSVKFDPYTLAIDVLDSPHTIQRSLEGVQDELHTLAHALSAIS

2tohA

0.61

0.60

17.19

3.98

FFAS-3D

VPWFPRKVSELDKCHHLV---TPDLDLDHPGFSDQVYRQRRKLIAEIAFQYKHGEPIPHVEYTAEEIATWKEVYVTLKGLYATHACREHLEGFQLLERYCGYREDSIPQLEDVSRFLKERTGFQLRPVAGLLSARDLAS-LAFRVFQCTQYIRHASSPMHSPEPDCCHELLGHVPMLADRTFAQFSQDIGLASLGASDEEIEKLSTVYWFTVEFGLCKQNGELKAYGAGLLSSYGELLHSLSEEPEVRAFDPDTAAVQPYQDQTYQPVYFVSESFNDAKDKLRNYASRIQRPFSVKFDPYTLAIDVLDSPHTIQRSLEGVQDELHTLAHALSAIS

2tohA

0.61

0.59

16.93

2.60

EigenThreader

VPWFPRKVSELDKCH------HPDLDLDHPGFSDQVYRQRRKLIAEIAFQYKHGEPIPHVEYTAEEIATWKEVYVTLKGLYATHACREHLEGFQLLERYCGYREDSIPQLEDVSRFLKERTGFQLRPVAGLLSAR-DLASLAFRVFQCTQYIRHASSPMHSPEPDCCHELLGHVPMLADRTFAQFSQDIGLASLGASDEEIEKLSTVYWFTVEFGLCKQNGELKAYGAGLLSSYGELLHSLSEEPEVRAFDPDTAAVQPYQDQTYQPVYFVSESFNDAKDKLRNYASRIQRPFSVKYT---LAIDVLDSPHTIQRSLEGVQDELHTLAHALSAIS

5fgjA

0.95

0.94

26.29

3.38

CNFpred

VPWFPRTIQELDRFANQIL---AELDADHPGFKDPVYRARRKQFADIAYNYRHGQPIPRVEYTEEEKQTWGTVFRTLKALYKTHACYEHNHIFPLLEKYCGFREDNIPQLEDVSQFLQTCTGFRLRPVAGLLSSRDFLGGLAFRVFHCTQYIRHGSKPMYTPEPDICHELLGHVPLFSDRSFAQFSQEIGLASLGAPDEYIEKLATIYWFTVEFGLCKEGDSIKAYGAGLLSSFGELQYCLSDKPKLLPLELEKTACQEYSVTEFQPLYYVAESFSDAKEKVRTFAATIPRPFSVRYDPYTQRVEVLDNTQQLKILADSINSEVGILCNALQK--

5jk5A

0.63

0.58

16.56

1.50

DEthreader

APWFPRKISDLDLFANKVLEMGSDLTSDHPGASDPVYRERRREIAKIASTYKHGDEIPRIDYTEEEIKTWGVVYNRLKELFPTNACHQHAYIFPLLEQNCGYSPDNIPQLQDISNFLQECTGWRIRPVQGLLSARDFLNGLAFRVFHATQYIRHPSVPLYTPEPDCCHELLGHVPLLADPDFADFSQEIGLASIGASDEDIQLLSTCYWFTVEFGLCKEGDTIRAYGAGILSSTGEMEHFLTDKAKKLPFNPFDACNTEYPITTFQPLYYVAESFQKAKEQMRQFADSFKKPFSIRYNPYTQSIE-I-----L-----------------D--N-

(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	0.8643

(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	2tohA	0.98	0.51	0.610	0.988	model1_2tohA.pdb.gz
2	5jk5A	0.91	0.85	0.634	0.922	model1_5jk5A.pdb.gz
3	2phmA	0.89	1.02	0.951	0.907	model1_2phmA.pdb.gz
4	3e2tA	0.85	2.03	0.647	0.913	model1_3e2tA.pdb.gz
5	1ltuA	0.69	2.66	0.262	0.758	model1_1ltuA.pdb.gz
6	2v27B	0.68	2.04	0.277	0.722	model1_2v27B.pdb.gz
7	4bptA1	0.35	1.92	0.336	0.373	model1_4bptA1.pdb.gz
8	1kaeA	0.29	6.59	0.047	0.481	model1_1kaeA.pdb.gz
9	1g8xA1	0.26	6.12	0.051	0.412	model1_1g8xA1.pdb.gz
10	2qmxA2	0.25	5.92	0.073	0.403	model1_2qmxA2.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	0.99	oxidoreductase activity
GO:0016714	0.98	oxidoreductase activity, acting on paired donors, with incorporation or reduction of molecular oxygen, reduced pteridine as one donor, and incorporation of one atom of oxygen
GO:0004511	0.63	tyrosine 3-monooxygenase 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	0.92	single-organism process
GO:0009987	0.71	cellular process
GO:0008152	0.71	metabolic process
GO:0050896	0.70	response to stimulus
GO:0071704	0.61	organic substance metabolic process
GO:0042221	0.61	response to chemical
GO:0044237	0.60	cellular metabolic process
GO:0007610	0.57	behavior
GO:0044708	0.55	single-organism behavior
GO:0010033	0.55	response to organic substance
GO:0044710	0.54	single-organism metabolic process
GO:0006807	0.54	nitrogen compound metabolic process
GO:1901700	0.53	response to oxygen-containing compound
GO:1901564	0.51	organonitrogen compound metabolic process
GO:0009725	0.51	response to hormone
GO:0007617	0.51	mating behavior
GO:0044763	0.50	single-organism cellular process
GO:0044281	0.50	small molecule 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	0.94	intracellular part
GO:0005737	0.74	cytoplasm
GO:0005623	0.63	cell
GO:0044444	0.53	cytoplasmic part

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	0.690	2tohA	0.986	0.51	0.608	0.991	1.14.16.2	168,232
2	0.643	3e2tA	0.854	2.03	0.647	0.913	1.14.16.4	168,232
3	0.304	2pahA	0.901	2.27	0.924	0.952	1.14.16.1	168,232
4	0.304	1phzA	0.892	1.01	0.951	0.907	1.14.16.1	168,232
5	0.229	2v27B	0.676	2.04	0.277	0.722	1.14.16.1	168,232

	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	3pahA	0.898	1.08	1.000	0.916	1.89	ALE	complex1.pdb.gz	131,132,137,168,173,208,213
2	0.90	6pahA	0.898	1.09	1.000	0.916	1.24	DAH	complex2.pdb.gz	130,168,173,208,213
3	0.86	1mmkA	0.867	1.80	0.984	0.916	1.68	H4B	complex3.pdb.gz	128,130,131,132,134,137,147,169,173,208,209,213
4	0.79	1dmwA	0.898	1.08	1.000	0.916	1.85	HBI	complex4.pdb.gz	130,131,132,134,137,138,205,208
5	0.72	3hf8A	0.803	0.83	0.656	0.815	1.64	ML0	complex5.pdb.gz	131,132,133,134,153,160,161,162,163,164,168,209,213,229,232,233,260,262
6	0.50	1j8u0	0.898	1.08	1.000	0.916	1.76	III	complex6.pdb.gz	119,120,121,122,144,180,187,296,297,299,300,301,303
7	0.49	1kw0A	0.866	1.79	0.984	0.913	1.02	TIH	complex7.pdb.gz	153,160,161,168,213,214,229,232,233

	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.