D-I-TASSER results for Q9NUN5-D1

Input Sequence in FASTA format

>Q9NUN5 (468 residues)
MATSGAASAELVIGWCIFGLLLLAILAFCWIYVRKYQSRRESEVVSTITAIFSLAIALIT
SALLPVDIFLVSYMKNQNGTFKDWANANVSRQIEDTVLYGYYTLYSVILFCVFFWIPFVY
FYYEEKDDDDTSKCTQIKTALKYTLGFVVICALLLLVGAFVPLNVPNNKNSTEWEKVKSL
FEELGSSHGLAALSFSISSLTLIGMLAAITYTAYGMSALPLNLIKGGALRPLKIVWGIFF
ILVALLFVISLFLSNLDKALHSAGIDSGFIIFGANLSNPLNMLLPLLQTVFPLDYILITI
IIMYFIFTSMAGIRNIGIWFFWIRLYKIRRGRTRPQALLFLCMILLLIVLHTSYMIYSLA
PQYVMYGSQNYLIETNITSDNHKGNSTLSVPKRCDADAPEDQCTVTRTYLFLHKFWFFSA
AYYFGNWAFLGVFLIGLIVSCCKGKKSVIEGVDEDSDISDDEPSVYSA

Predicted Secondary Structure

                  20                  40                  60                  80                 100                 120                 140                 160                 180                 200                 220                 240                 260                 280                 300                 320                 340                 360                 380                 400                 420                 440                 460
                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |
Sequence
MATSGAASAELVIGWCIFGLLLLAILAFCWIYVRKYQSRRESEVVSTITAIFSLAIALITSALLPVDIFLVSYMKNQNGTFKDWANANVSRQIEDTVLYGYYTLYSVILFCVFFWIPFVYFYYEEKDDDDTSKCTQIKTALKYTLGFVVICALLLLVGAFVPLNVPNNKNSTEWEKVKSLFEELGSSHGLAALSFSISSLTLIGMLAAITYTAYGMSALPLNLIKGGALRPLKIVWGIFFILVALLFVISLFLSNLDKALHSAGIDSGFIIFGANLSNPLNMLLPLLQTVFPLDYILITIIIMYFIFTSMAGIRNIGIWFFWIRLYKIRRGRTRPQALLFLCMILLLIVLHTSYMIYSLAPQYVMYGSQNYLIETNITSDNHKGNSTLSVPKRCDADAPEDQCTVTRTYLFLHKFWFFSAAYYFGNWAFLGVFLIGLIVSCCKGKKSVIEGVDEDSDISDDEPSVYSA
Prediction
CCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHSSCCHHHCCCCCHSHHHHHHHHHHHHHHHHHHHHHHSCCCCCCCCCCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHSCCCCCCCCCCHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCSSCCCCCCCCHHHHHHHHHHCCCCHHHHHHHHHHHHHHHHHHHHHHHHSSSSSSSSSSSSCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHCCCCCSCCCCSSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCHHHHCCCHHHHHCCHHHHHCC
Confidence
985345441489999999999999999999998412186653544301026999999999998856653202457888863445541023323434999999999999999999999997853204776424788999999999999999999999998521323578874117899887654211234136788999999999999999844783456789999987421022334899999999999999998888762156652223177887785999999970357437899999999999999999987425899888787546899805899999999999999999999972320001561553489888888998778644545898875144321178999997489999999999999999999999998358874154312100100114665339

H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

                  20                  40                  60                  80                 100                 120                 140                 160                 180                 200                 220                 240                 260                 280                 300                 320                 340                 360                 380                 400                 420                 440                 460
                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |
Sequence
MATSGAASAELVIGWCIFGLLLLAILAFCWIYVRKYQSRRESEVVSTITAIFSLAIALITSALLPVDIFLVSYMKNQNGTFKDWANANVSRQIEDTVLYGYYTLYSVILFCVFFWIPFVYFYYEEKDDDDTSKCTQIKTALKYTLGFVVICALLLLVGAFVPLNVPNNKNSTEWEKVKSLFEELGSSHGLAALSFSISSLTLIGMLAAITYTAYGMSALPLNLIKGGALRPLKIVWGIFFILVALLFVISLFLSNLDKALHSAGIDSGFIIFGANLSNPLNMLLPLLQTVFPLDYILITIIIMYFIFTSMAGIRNIGIWFFWIRLYKIRRGRTRPQALLFLCMILLLIVLHTSYMIYSLAPQYVMYGSQNYLIETNITSDNHKGNSTLSVPKRCDADAPEDQCTVTRTYLFLHKFWFFSAAYYFGNWAFLGVFLIGLIVSCCKGKKSVIEGVDEDSDISDDEPSVYSA
Prediction
734321010000000110000002022201100000014503410000000100210120101000000000104346233331134530440220010101100120022000020200000113357444314200100100000001001323100000021255444232430443155144543241121010000000000001102210000120002100130242101000130011102000000012024014220010034231210000000101310000001112123312100010022000100001014024540201000000032010110110000000000010000101233633454253553341033033610641011010010013111100011110110010113010000023343415523554444643543368

Values range from 0 (buried residue) to 8 (highly exposed residue)

Predicted Contact, Hydrogen and Distance Map Used in D-I-TASSER simulation

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                 360                 380                 400                 420                 440                 460                    |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |
							SS	CCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHSSCCHHHCCCCCHSHHHHHHHHHHHHHHHHHHHHHHSCCCCCCCCCCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHSCCCCCCCCCCHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHCCHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCSSCCCCCCCCHHHHHHHHHHCCCCHHHHHHHHHHHHHHHHHHHHHHHHSSSSSSSSSSSSCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHCCCCCSCCCCSSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCHHHHCCCHHHHHCCHHHHHCC
							Seq	MATSGAASAELVIGWCIFGLLLLAILAFCWIYVRKYQSRRESEVVSTITAIFSLAIALITSALLPVDIFLVSYMKNQNGTFKDWANANVSRQIEDTVLYGYYTLYSVILFCVFFWIPFVYFYYEEKDDDDTSKCTQIKTALKYTLGFVVICALLLLVGAFVPLNVPNNKNSTEWEKVKSLFEELGSSHGLAALSFSISSLTLIGMLAAITYTAYGMSALPLNLIKGGALRPLKIVWGIFFILVALLFVISLFLSNLDKALHSAGIDSGFIIFGANLSNPLNMLLPLLQTVFPLDYILITIIIMYFIFTSMAGIRNIGIWFFWIRLYKIRRGRTRPQALLFLCMILLLIVLHTSYMIYSLAPQYVMYGSQNYLIETNITSDNHKGNSTLSVPKRCDADAPEDQCTVTRTYLFLHKFWFFSAAYYFGNWAFLGVFLIGLIVSCCKGKKSVIEGVDEDSDISDDEPSVYSA
1	5doqA	0.08	0.06	2.45	1.23	FFAS-3D		MNGYDPSRILTELTLTVHIIYATIGVGVPLMIAIAQNDMHYILLARRWTRGFVITVAVGVVTGTAIGLQLSLLW----------------PNFMQLAGQVISLPLFMETFAFFFEAIFLGIYLYTWDRFENQKKHLLLLIPVAIGSSASAMFITMVNAFMNTPQGFELKNGE--LVNIDPIVAMFNPAMPTKVAHVLATSYMTSAFVLASIAAWHLW----------KGNRHIYHRKALHLTMKTAFIFSVASALVG-----------------------DLSGKFLAEYQPEKLAAAELYIHYLFDVMVTIGVFLMVVAAVYWLGSIFRWKWTAKNWFFGLLVAGGPLAMIAIEAGWYL---AEVGRQPWILRGYMKTAEGATTSAH---------------------------VDTMLVLFCLLYIVLVIASATVLIRMFR-------------------------
2	5y50A	0.07	0.06	2.59	1.09	SPARKS-K		FLRETKKLSYIAGAMIAVNSSMYVLQVISIMMVGHL-GELFLSSTAIAVSFCSVTGFSVVFGLAALETLCGQANGAK--------QYEKLGVHTYTGIVSLFLVCIPLSLLWTYIGDILSLIG-----QDAMVAQEAGKFATWLIPALFGYATLQPLVRFFQAQSLILPLVMSSVSSLCIHIVLCFGLGSLGAAIAIGVSYWLNVTVLGLYMTFSFGIPSASMICLEWWSFEFLVLLSGILEASVLSVCLSTQSSLYQIPESLGARVANELGAGNP----KQARMAVYTAMVITGVESIMVGAIVFGARNVFGYLFS-------------SE--TEVVDYVKSMAPLLSLSVIFDALHAALSGVARGSG----------------------------RQDIGAYVNLAAYYLFGIPTAILLARGLWIGITVGSCVQAVLLGLIVILTNWKKQARKARERVM-------
3	3rkoB	0.11	0.08	2.99	1.67	CNFpred		--------VLDGLSLTMLSVVTGVGFLIHMYASWYMRG---EEGYSRFFAYTNLFIASMVVLVLADNL------------------------------LLMYLGWEGVGLCSYLLIGFY------------YTDPKNGAAAMKAFVVTRVGDVFLAFALFILYNE---LGTLNFREMVELAPAHF-----NNMLMWATLMLLGGAVGKSAQLP-LQTWLADAMA-------GPTPVSALIHAATMVTAGVYLIARTHGLFLM--------------TPEVLHLVGIVGAVTLLLAGFAALVQDIKRVLAYSTMSQIGYMFLALGVQ-------AWDAAIFHLMTHAFFKALLFLASGSVILACHH--EQNIFKMGGL-------RKSIPLVYLCFLVGGAALSALLVTAGFFSKDEILAGAM-LVGAFMTSLYTFRMIFIVFHGKEQI--------------------
4	3o0rB	0.07	0.06	2.59	0.36	CEthreader		-----FASQAVAKPYFVFALILFVGQILFGLIMGLQYVVGDFLFPAIPFNVARMVHTNLLIVWLLFGFMGAAYYLVPEESDCELYS--PKLAWILFWVFAAAGVLTILGYLLVPYAGLARLTGNELWPTMGREFLEQPTISKAGIVIVALGFLFNVGMTVLRGRKTAISMVLMTGLIGLALLFLFSFYNPENLTRDKFYWWWVVHLWVEGVWELIMGAILAFVLVKITGVDREVIEKWLYVIIAMALISGIIGTGHHYFWIGVPGYWLWLGSVFSALEPLPFFAMVLFAFNTINRRRRDYPNRAVALWAMGTTVMAFLGAGVWGFMHTLAPVNYYTHGTQLTAAHGHMAFYGAYAMIVMTIISYAMPRLR------------------------------GIGEAMDNRSQVLEMWGFWLMTVAMVFITLFLSAAGVLQVWLQRMPADGAAMTFMATQDQLAIFYWLR
5	6m9tA	0.05	0.04	1.84	0.60	EigenThreader		GSVSV----------AFPITMLLTGFVGNALAMLLVSRSYRRRECIGWLALTDLVGQLLTTPVVIVVYLS--------------------KQRWEHIDRLCTFFGLTMTVFGLSSLFIASAMAVERALAIRAPHWYASHTRAVLLGVWLAVLAFALLPVLGVGQPGTTN-------------------WGNLFFASAFAFLGLLALTVTFSCNLATIKALVSR------GSNIFEMLRIDEGNAAKSELDKAIGKDEAEKLFNQDVDATVRGILRNAKLKPVYDSLDAVRRAALINMVFQMG---------------------------------------------------ETGVAGFTNSLRMLQQAVNLAKSRWYNQTPNRAKRVITTFRTGTWDAYGSWGR--------------ITTETAIQLMAIMCVLSVCWSPLLIMMLKMIFNEKQKECNFFLIAVRL
6	3mktA	0.10	0.08	2.88	1.22	FFAS-3D		-IDMAAVSIAASIWLPSILFGVGLLMALVPVVAQLNGAGRQHK--IPFEVHQGLILALLVSVPIIAVLFQTQFIIRFMDVEEAMATKTVGYMHAVIFAVPAYLLFQALIGFIGLLLNIPLNWIFVYGKFGAPELGGVGCGVATAIVYWIMLLLLLFYIVTSKRLAHVKVFETFFEVTLFAVVALLVAPLGSTVVAAHQVALNFSSLVFMFPMSIGAAVSIRVGHKLGTKGAAIAANVGLMTGLATACITALLTVLFREQIALL------YTENQVVVALAMQLLLF------AAIYQCMDAVQVVAAGSLRGY------------------KDMTAIFHRTFISYWVLGLPTGYILGMTN---------------------------------------------------WLTEQPLGAKGFW--LGFIIGLSAAALMLGQRLYWLQKQSDDVQLHLAAK-------
7	6cc4A	0.12	0.11	3.77	1.09	SPARKS-K		NAYIQKYLKSLAAVSSMTMFSRVLGFARDAIVARIFGA---GMATDAFFVAFKLPNLLRRIFAGAFSQAFVPILAEYKSKQGE----DATRVFVSYVSGLLTLALAVVTVAGMLAAPWVIMVTAPGFADTADKFALTSQLLKITFPYILLISLASLVGAILNTWN----RFSIPAFAPTLLNISMFNPPVLALAWAVTVGGVLQLVYQLPHLKKIKQMGPAILGVSVSQISLIINTIFASGSVSWMYYADRLMEFPSGVLGVALGTILLLSFASGNHDEYNRLMDWGLRLCFLLALPSAVALGILSGPLTVSLFQYG---------KFTAFDALMTQRALIAYSVGLIGLIVVKVLAPGFYSR----------------QDIK------------------TPVKIAIVTLILTQLMNLAFIGPLSIGLAACLNASLLYWQLRKQKTPQPGWMAFLLRLVVAVLVMSG
8	3rkoC	0.11	0.09	3.21	1.67	CNFpred		-------LAIDGLSLLMVVLTGLLGVLAVLCSWKEIEKYQGFFHLNLMWILGGVIGVFLAIDMFLFFFFWEMMLVPMYFLIALWGHKASDGKTRITAATKFFIYTQASGLVMLIAILALVFVHYNATGVWTFNYEELLNTPMEYLLMLGFFIAFAVKMPVVPLH--------GWLPD--------------AHSQAPTAGSVDLAGILLKTAAYGLLRFSLPLFPNASAEFAPIAMWLGVIGIFYGAWMAFAQTDIKRLIAYTS------------VSHMGFVLIAIYTGSQLAYQGAVIQMIAHGLSAAGLFILCGQLYERIHTRDMR----MMGGLWSKMKWLPALSLFFAVATLGM-PGTGNFVGEFMI-----------------------------------LFGSFQVVPVITVISTFGLVFASVYSLAMLHRAYFGKAKSQI-------------------
9	5uj9A3	0.09	0.06	2.15	0.67	DEthreader		VVLNKTFGPYFLMSFLFKAVHDLMMFAGPEILKLLINFVND---------L--SA--QT-VLHQYFHICFVSGMIKTAVIGAVMVDAQRFMDLATYI-MIA-VNGTTWVCTPFLALSSNYWLSLWTDIVQEHTQVRLSVYGALGISQGITVFGYSMAVSIGGIFASLDLNVNLVNRFSKELDTVD-S--MIPQVIKMFMGSLFNVIGACII-AVIIPPLGL-------------------I-YFFVQRFYVASSRQLK--RL---ESVSRSPV-------QKAYYPSI----VANRWLAVRLECVGNCIVLFASL-FA---------SRHSLSAGLVGLSVSYSLQVTTYLNWLV-RMS-------------------------------------------------S--EMETNIVAV------------------------------------------------
10	2yevA	0.09	0.08	3.14	0.71	MapAlign		-----GVDFYLAAILLLGFSSLLGNA-NFVATIYNLRAQGMSLPIYVWSVFAASVLNLFSLAGLTAATLLVL--LERKIGLSWFNPAVGGPVLFQQFFWFYSHPTVYVMLLPYLGILAEVASTFAHHMFTVGETLFQIAFAFFTAVPTGVKLFNIIGTLWGGKLQMKTPLYWVLGFIFNFLLGGITGFVVAHFHNVLMAGSGFGAFAGLYYWWPKMTGR-----------MYDERLGRLHFWLFLVGYLLTFLPQYALGYLGMPRRYYTYNADIAGWPELNLLSTIGA---YILGLGGLVWIYTMWKSLRKATASPNFDAATLFAFVAVAALPNVWMWVFLALFAYGLILIAGYLYLRLLLNTFLLVSSSTVHFAHHDLRRGRFNPFRFGLLVTII-LGVLFFLVQSWEFYQFYNLWTAAFFTIVGLHGLHVVIGGFGLILAYLQALRGKITLHNHGTLEAASMYW--


(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

Rank^a	Estimated TM-score^b
1	0.5255


(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.
1	5uj9A	0.43	6.42	0.055	0.632
2	4av3A	0.42	6.85	0.089	0.664
3	4a01A	0.42	6.86	0.081	0.662
4	5twvB	0.42	6.55	0.043	0.639
5	6rc9A1	0.40	7.62	0.049	0.682
6	5u71A1	0.40	6.93	0.076	0.628
7	5tsiA	0.39	6.82	0.052	0.618
8	4f4cA	0.39	6.36	0.069	0.583
9	3hfxA	0.39	6.42	0.083	0.573
10	3g61A	0.39	6.65	0.066	0.592



(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	0.54	transporter activity
GO:0015235	0.51	cobalamin transporter activity






(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:

Biological Process (BP)


GO term	Cscore^GO	Name
GO:0044699	0.87	single-organism process
GO:0071704	0.85	organic substance metabolic process
GO:0044763	0.85	single-organism cellular process
GO:0044710	0.85	single-organism metabolic process
GO:0044237	0.85	cellular metabolic process
GO:0006810	0.59	transport
GO:0006897	0.56	endocytosis






(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:

Cellular Component (CC)


GO term	Cscore^GO	Name
GO:0044464	0.96	cell part
GO:0016020	0.94	membrane
GO:0044424	0.88	intracellular part
GO:0044444	0.87	cytoplasmic part
GO:0005886	0.53	plasma membrane






(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:

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	2wyhA	0.334	6.91	0.052	0.519	3.2.1.24	NA
2	0.060	1orvA	0.341	6.65	0.045	0.532	3.4.14.5	NA
3	0.060	1ti2A	0.339	7.69	0.012	0.581	1.97.1.2	NA
4	0.060	1j36A	0.330	7.39	0.029	0.553	3.4.15.1	NA
5	0.060	3djlA	0.335	6.79	0.035	0.515	1.3.99.-	NA



(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:

No Binding sites was predicted

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.