D-I-TASSER P17275-D1

D-I-TASSER results for P17275-D1

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

Input Sequence in FASTA format

>P17275 (347 residues)
MCTKMEQPFYHDDSYTATGYGRAPGGLSLHDYKLLKPSLAVNLADPYRSLKAPGARGPGP
EGGGGGSYFSGQGSDTGASLKLASSELERLIVPNSNGVITTTPTPPGQYFYPRGGGSGGG
AGGAGGGVTEEQEGFADGFVKALDDLHKMNHVTPPNVSLGATGGPPAGPGGVYAGPEPPP
VYTNLSSYSPASASSGGAGAAVGTGSSYPTTTISYLPHAPPFAGGHPAQLGLGRGASTFK
EEPQTVPEARSRDATPPVSPINMEDQERIKVERKRLRNRLAATKCRKRKLERIARLEDKV
KTLKAENAGLSSTAGLLREQVAQLKQKVMTHVSNGCQLLLGVKGHAF

Predicted Secondary Structure

Sequence	20 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 340 \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| MCTKMEQPFYHDDSYTATGYGRAPGGLSLHDYKLLKPSLAVNLADPYRSLKAPGARGPGPEGGGGGSYFSGQGSDTGASLKLASSELERLIVPNSNGVITTTPTPPGQYFYPRGGGSGGGAGGAGGGVTEEQEGFADGFVKALDDLHKMNHVTPPNVSLGATGGPPAGPGGVYAGPEPPPVYTNLSSYSPASASSGGAGAAVGTGSSYPTTTISYLPHAPPFAGGHPAQLGLGRGASTFKEEPQTVPEARSRDATPPVSPINMEDQERIKVERKRLRNRLAATKCRKRKLERIARLEDKVKTLKAENAGLSSTAGLLREQVAQLKQKVMTHVSNGCQLLLGVKGHAF
Prediction	CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHCCC
Confidence	98767787668765456677778787788870112567787888877666687777888776778876677788766666789986232111357887678999875456788887778877788888865432234543322235765567999877788899888877767788889877876566888888888776666777788788877888888788887667788887765555666666776677887666776425899999998762999999999999999999999999999999999999999999999999999997289445541111369
	H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

Sequence	20 40 60 80 100 120 140 160 180 200 220 240 260 280 300 320 340 \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| \| MCTKMEQPFYHDDSYTATGYGRAPGGLSLHDYKLLKPSLAVNLADPYRSLKAPGARGPGPEGGGGGSYFSGQGSDTGASLKLASSELERLIVPNSNGVITTTPTPPGQYFYPRGGGSGGGAGGAGGGVTEEQEGFADGFVKALDDLHKMNHVTPPNVSLGATGGPPAGPGGVYAGPEPPPVYTNLSSYSPASASSGGAGAAVGTGSSYPTTTISYLPHAPPFAGGHPAQLGLGRGASTFKEEPQTVPEARSRDATPPVSPINMEDQERIKVERKRLRNRLAATKCRKRKLERIARLEDKVKTLKAENAGLSSTAGLLREQVAQLKQKVMTHVSNGCQLLLGVKGHAF
Prediction	74442331113342232442343443342543431345142424434432444434434444444443343444443442514214033022433443344432443431224444444444445443454343235122321442145444444434444444342433333334432222333332222222344333333343434444454444444444544444545444543554444445465544444343343556643444443564430054035213521550253055046315404521540451044025203503736141134265455
	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 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.

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                 340

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

SS
Seq

CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHCCC
MCTKMEQPFYHDDSYTATGYGRAPGGLSLHDYKLLKPSLAVNLADPYRSLKAPGARGPGPEGGGGGSYFSGQGSDTGASLKLASSELERLIVPNSNGVITTTPTPPGQYFYPRGGGSGGGAGGAGGGVTEEQEGFADGFVKALDDLHKMNHVTPPNVSLGATGGPPAGPGGVYAGPEPPPVYTNLSSYSPASASSGGAGAAVGTGSSYPTTTISYLPHAPPFAGGHPAQLGLGRGASTFKEEPQTVPEARSRDATPPVSPINMEDQERIKVERKRLRNRLAATKCRKRKLERIARLEDKVKTLKAENAGLSSTAGLLREQVAQLKQKVMTHVSNGCQLLLGVKGHAF

4btgA

0.12

4.11

1.12

SPARKS-K

SDEELSSPWFIEAMSEVSPFKLRPINESAIDHMGQPSHVVVQFAKEITAFTPVKLANNSNRFLDVEPGISDRMSATLAPIGAVSAFVKNRTAVYENGAEMTLGFPSVVERDYALDRDGIVDESLEARASNDLKRSMFNYYAAVMHYAVAHNPEVVQGVAAEQRTELRIPVGYNAIEGGSIRTPEPLAYNKPIQPSEVLQAKVLDLANIHIWPWHEASTEFAYEDAYSVTIRNKRYTAEVKE--FELLGLGQRRERVRLKPTVAEDDRTLAAARRTSRDDAEKLAIDGRRMQNAVTLLRKIEMIGTTASAVHLAQSRIVDQMAGRINRHRIRIWAGLAVLMMGLLSRS

1vt4I3

0.15

5.03

1.29

MapAlign

-----GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG--GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG

2vkyB2

0.10

0.01

0.53

2.25

HHsearch

----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------LKYDPDQYSIEADKKFKLIKQIEDKIEEILSKIYHIENEIARIKKLIG-------------------------

1vt4I3

0.15

5.05

0.66

CEthreader

GGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGGG

7k18A

0.06

2.62

0.65

EigenThreader

VFIFAVVGMQLFGKNYSELRHRISDSGLLPRWHMMDFFHAFLIIFRILCGEWIETMWDCMEVSGQSLCLLVFLLVMVIGNLVVLNLFLALLLSSFWCWLDFLIVDVSLVSLVANTLGFAEMGPIKSLRTLRALRPLRALSRGMRVVVNALVGAGKFGRCINQTEGDLPLNYTIVNNVTGE---LYWTKVKVNFDNVGAGYLALLQVATFKGWMDIMYAAVDSRGYEEQPQWEDNKKPQKPIPRPLNMVETDDQSLRHYYFTNSWNIFDFVVVILSIVGTVLSDIIQKARIGRILRLIIRTLLFALMMSLPALFNIGLLLFLVMFIYSIFGMANFAYV---KWEAGID

2wt7B

0.22

0.05

1.46

0.75

FFAS-3D

-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------LRGFTKDEVIRLKQKRRTLKNRGYAQSCRYKRVQQKHHLENEKTQLIQQVEQLKQEVSRLARERDAYKVKSEK-----------------

4nl6A

0.11

0.09

3.09

0.96

SPARKS-K

GGSGGGVPEQEDSVLFRRGTGQSDDSDIWDDTALIKKHALKNGDICETSGKPKTTPKRKPAKKNKSQKKNTAASLQ----------------QWKVGDKCSAIWSEDGCIYPATIASIDFKRETCVV--------------------NREEQNLSDLLSPICEVANNIEQNAQENENESQVSTDESENSRSPGNKSDNIKPKSALPPPPPMPGPRLGPGKPGLKFNGPPPPPPPPPPHLL------PPFPSGPPPPPICPDSLDDADALGSMLISWYMSGYHTGYYMGFRQNQKEGRCSHSLN--------------------------------------------

6ek4A

0.10

0.02

0.75

0.55

CNFpred

---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------LADARAKLDERINQINKDCDDLKIQLKGVEQRIAGIEDVHQIDKERTTLLLQAAKLEQAWNIFAKQLQNTID--------------

6r9tA

0.06

0.04

1.75

0.67

DEthreader

MDEKHHSVDTGQASGELLQQ------I-GESDTDPQPTISSPVCQEQVEAGR---------------TQNELLQHVKAHEHAAQAAASATQTIAAAQLVASVPTIQDQAS------------------AM-QLSQCAKNLGTALAL----Q--LVEPQFANQIQVAKHTSALCNSRLAARTTNPTAKRQFVQSAKEVANSTNPEANLSAFASEFSS----E-----------------------------------------------KHRVQELKVSHVLALGTQCITAASAVSKLGDLSVMNATTEHIALELDHVLLTLQKPSPEL-------------------

6i7sG

0.07

2.74

1.08

MapAlign

--LNNDRLYKLTYSTEVLLDRGKGKLQDSVGYRISSNVDV--------------ALLWRNPDGDDDQLIQITMKDVNVENVNQQRGEKSIFKGKSPSKIMGKENLEALQRPTLLHLIHGKVKEFYSYEAVAIENIKRGLASSGTTNEVDISGNCKVTYQAHQDKVIKIKALDSCKIPNQVLGVSSKATSVTTYKIEDSFVIAVLAEETHNFGLNFRSTRKYLQPDNLSKAEAVRNFLAFIQHLRTAKKEEILQILKMENKEVLPQLVDAVTSAQTSDSLEAILDFSIILQERFLYACGLLRALISKFKGSIGSSDIRETVMIITGTLVRKLCQNEGCKLKAVVEAKK

(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	0.479

(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	6r9tA	0.41	6.26	0.041	0.663	model1_6r9tA.pdb.gz
2	7c6oA	0.38	6.98	0.024	0.674	model1_7c6oA.pdb.gz
3	5m59A	0.38	6.45	0.030	0.623	model1_5m59A.pdb.gz
4	6ysgA	0.38	6.11	0.054	0.602	model1_6ysgA.pdb.gz
5	7abis	0.38	6.89	0.044	0.651	model1_7abis.pdb.gz
6	3h0gA	0.37	6.81	0.056	0.628	model1_3h0gA.pdb.gz
7	4c2mA	0.37	6.78	0.031	0.628	model1_4c2mA.pdb.gz
8	2ycuA	0.37	5.90	0.043	0.553	model1_2ycuA.pdb.gz
9	4xqkA	0.37	6.56	0.048	0.608	model1_4xqkA.pdb.gz
10	6eqoA	0.36	7.19	0.033	0.651	model1_6eqoA.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:0003677	0.97	DNA binding
GO:0044212	0.95	transcription regulatory region DNA binding
GO:0003700	0.94	transcription factor activity, sequence-specific DNA binding
GO:0043565	0.92	sequence-specific DNA binding
GO:0000976	0.91	transcription regulatory region sequence-specific DNA binding
GO:0000977	0.81	RNA polymerase II regulatory region sequence-specific DNA binding
GO:0000981	0.77	RNA polymerase II transcription factor activity, sequence-specific DNA binding
GO:0001159	0.76	core promoter proximal region DNA binding
GO:0000978	0.75	RNA polymerase II core promoter proximal region sequence-specific DNA binding
GO:0008134	0.71	transcription factor binding
GO:0000989	0.69	transcription factor activity, transcription factor binding
GO:0003713	0.68	transcription coactivator 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:0065007	0.92	biological regulation
GO:0050789	0.92	regulation of biological process
GO:0050794	0.91	regulation of cellular process
GO:0009987	0.90	cellular process
GO:0080090	0.87	regulation of primary metabolic process
GO:0060255	0.87	regulation of macromolecule metabolic process
GO:0031323	0.87	regulation of cellular metabolic process
GO:0006355	0.86	regulation of transcription, DNA-templated
GO:0048518	0.84	positive regulation of biological process
GO:0045935	0.83	positive regulation of nucleobase-containing compound metabolic process
GO:0031328	0.83	positive regulation of cellular biosynthetic process
GO:0010604	0.83	positive regulation of macromolecule metabolic process
GO:0006357	0.83	regulation of transcription from RNA polymerase II promoter
GO:0045893	0.82	positive regulation of transcription, DNA-templated
GO:0050896	0.78	response to stimulus
GO:0051716	0.74	cellular response to stimulus
GO:0042221	0.74	response to chemical
GO:0048523	0.73	negative regulation of cellular process
GO:0045944	0.73	positive regulation of transcription from RNA polymerase II promoter
GO:0070887	0.71	cellular response to chemical stimulus
GO:0031327	0.71	negative regulation of cellular biosynthetic process
GO:0010605	0.71	negative regulation of macromolecule metabolic process
GO:0010033	0.70	response to organic substance
GO:0000122	0.70	negative regulation of transcription from RNA polymerase II promoter
GO:1901700	0.68	response to oxygen-containing compound
GO:0071310	0.68	cellular response to organic substance
GO:0051726	0.68	regulation of cell cycle
GO:0045595	0.68	regulation of cell differentiation
GO:0010941	0.68	regulation of cell death
GO:0009628	0.68	response to abiotic stimulus
GO:0009605	0.68	response to external stimulus
GO:0045597	0.67	positive regulation of cell differentiation
GO:0042493	0.67	response to drug
GO:0042127	0.67	regulation of cell proliferation
GO:0034097	0.67	response to cytokine
GO:0032870	0.67	cellular response to hormone stimulus
GO:0014070	0.67	response to organic cyclic compound
GO:0051591	0.66	response to cAMP
GO:0009612	0.66	response to mechanical stimulus
GO:0009314	0.66	response to radiation
GO:0043207	0.65	response to external biotic stimulus
GO:0032496	0.64	response to lipopolysaccharide

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:0044424	1.00	intracellular part
GO:0032991	0.81	macromolecular complex
GO:0043234	0.80	protein complex
GO:0044446	0.79	intracellular organelle part
GO:0044428	0.76	nuclear part
GO:0005667	0.74	transcription factor complex
GO:0044427	0.71	chromosomal part
GO:0000790	0.70	nuclear chromatin
GO:0043229	0.64	intracellular organelle
GO:0043231	0.62	intracellular membrane-bounded organelle
GO:0005634	0.60	nucleus

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	1jqnA	0.325	7.03	0.019	0.568	4.1.1.31	NA
2	0.060	1iwpA	0.322	6.66	0.050	0.542	4.2.1.30	NA
3	0.060	1y791	0.341	6.06	0.088	0.527	3.4.15.5	241
4	0.060	1n1hA	0.332	6.09	0.061	0.527	2.7.7.48	NA
5	0.060	2x0sA	0.330	7.17	0.036	0.588	2.7.9.1	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	0.01	2ja50	0.064	4.30	0.022	0.084	0.41	III	complex1.pdb.gz	314,315,316,322,323
	2	0.01	2fmm9	0.141	5.44	0.097	0.210	0.55	III	complex2.pdb.gz	307,308,311,312,313,319,320,330,331,332,333,334

	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.