D-I-TASSER results for Q9UL41-D1

Input Sequence in FASTA format

>Q9UL41 (463 residues)
MPLTLLQDWCRGEHLNTRRCMLILGIPEDCGEDEFEETLQEACRHLGRYRVIGRMFRREE
NAQAILLELAQDIDYALLPREIPGKGGPWEVIVKPRNSDGEFLNRLNRFLEEERRTVSDM
NRVLGSDTNCSAPRVTISPEFWTWAQTLGAAVQPLLEQMLYRELRVFSGNTISIPGALAF
DAWLEHTTEMLQMWQVPEGEKRRRLMECLRGPALQVVSGLRASNASITVEECLAALQQVF
GPVESHKIAQVKLCKAYQEAGEKVSSFVLRLEPLLQRAVENNVVSRRNVNQTRLKRVLSG
ATLPDKLRDKLKLMKQRRKPPGFLALVKLLREEEEWEATLGPDRESLEGLEVAPRPPARI
TGVGAVPLPASGNSFDARPSQGYRRRRGRGQHRRGGVARAGSRGSRKRKRHTFCYSCGED
GHIRVQCINPSNLLLVKQKKQAAVESGNGNWAWDKSHPKSKAK

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
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Sequence
MPLTLLQDWCRGEHLNTRRCMLILGIPEDCGEDEFEETLQEACRHLGRYRVIGRMFRREENAQAILLELAQDIDYALLPREIPGKGGPWEVIVKPRNSDGEFLNRLNRFLEEERRTVSDMNRVLGSDTNCSAPRVTISPEFWTWAQTLGAAVQPLLEQMLYRELRVFSGNTISIPGALAFDAWLEHTTEMLQMWQVPEGEKRRRLMECLRGPALQVVSGLRASNASITVEECLAALQQVFGPVESHKIAQVKLCKAYQEAGEKVSSFVLRLEPLLQRAVENNVVSRRNVNQTRLKRVLSGATLPDKLRDKLKLMKQRRKPPGFLALVKLLREEEEWEATLGPDRESLEGLEVAPRPPARITGVGAVPLPASGNSFDARPSQGYRRRRGRGQHRRGGVARAGSRGSRKRKRHTFCYSCGEDGHIRVQCINPSNLLLVKQKKQAAVESGNGNWAWDKSHPKSKAK
Prediction
CCHHHHHHHHHHCCCCCCCSSSSSCCCCCCCHHHHHHHHHHHHHCCCCSSSSCHHHHCCHCHHHHHHHHCCCCCCCCCCCCCCCCCCCCSSSSCCCCCCHHHHHHHHCCCCCCCCHHHHHHHHHCCCCCCCCCCCCCCCHHHHHHHCCCCHHHHHHHHHCCCCCCCCCCCCCCCCCCCCHHHHHHHHHHHHHHHCCCHHHHHHHHHHHCCCHHHHHHHHHHHCCCCCCHHHHHHHHHHHHCCCCCHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHCCCCCHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
Confidence
9556999999861878020145625898888899999999975124416984102202300343332222555512386324789985157862899633677644200123332144566641234455544334563022111023310334432111246544468889988865699999999999987099989999999997585899999998622898899999999999947865299999999999628999999999999999999765156651356899999999535751789999998642279735999999999999999988876666541134556765567778887767788777788877666677766677889999887666788886115899989571439898787532356777655667788522379874469

H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

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Sequence
MPLTLLQDWCRGEHLNTRRCMLILGIPEDCGEDEFEETLQEACRHLGRYRVIGRMFRREENAQAILLELAQDIDYALLPREIPGKGGPWEVIVKPRNSDGEFLNRLNRFLEEERRTVSDMNRVLGSDTNCSAPRVTISPEFWTWAQTLGAAVQPLLEQMLYRELRVFSGNTISIPGALAFDAWLEHTTEMLQMWQVPEGEKRRRLMECLRGPALQVVSGLRASNASITVEECLAALQQVFGPVESHKIAQVKLCKAYQEAGEKVSSFVLRLEPLLQRAVENNVVSRRNVNQTRLKRVLSGATLPDKLRDKLKLMKQRRKPPGFLALVKLLREEEEWEATLGPDRESLEGLEVAPRPPARITGVGAVPLPASGNSFDARPSQGYRRRRGRGQHRRGGVARAGSRGSRKRKRHTFCYSCGEDGHIRVQCINPSNLLLVKQKKQAAVESGNGNWAWDKSHPKSKAK
Prediction
5424203300442713341000000015505362025104500410120101033135446021001312540323303351446411020003144464503730542256452334413422444443444434334433324432443144215424435144143354344345303300510340063170446300320161042202300310245333110430141036213435233311330151244661303200410240033016534144531232104200430314630342033333664153034004103434425534544444354464454434444454444444545435443444433443444445444344544554445231200203341111551354753532545353455544543356533254568

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	CCHHHHHHHHHHCCCCCCCSSSSSCCCCCCCHHHHHHHHHHHHHCCCCSSSSCHHHHCCHCHHHHHHHHCCCCCCCCCCCCCCCCCCCCSSSSCCCCCCHHHHHHHHCCCCCCCCHHHHHHHHHCCCCCCCCCCCCCCCHHHHHHHCCCCHHHHHHHHHCCCCCCCCCCCCCCCCCCCCHHHHHHHHHHHHHHHCCCHHHHHHHHHHHCCCHHHHHHHHHHHCCCCCCHHHHHHHHHHHHCCCCCHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHCCCCCHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
							Seq	MPLTLLQDWCRGEHLNTRRCMLILGIPEDCGEDEFEETLQEACRHLGRYRVIGRMFRREENAQAILLELAQDIDYALLPREIPGKGGPWEVIVKPRNSDGEFLNRLNRFLEEERRTVSDMNRVLGSDTNCSAPRVTISPEFWTWAQTLGAAVQPLLEQMLYRELRVFSGNTISIPGALAFDAWLEHTTEMLQMWQVPEGEKRRRLMECLRGPALQVVSGLRASNASITVEECLAALQQVFGPVESHKIAQVKLCKAYQEAGEKVSSFVLRLEPLLQRAVENNVVSRRNVNQTRLKRVLSGATLPDKLRDKLKLMKQRRKPPGFLALVKLLREEEEWEATLGPDRESLEGLEVAPRPPARITGVGAVPLPASGNSFDARPSQGYRRRRGRGQHRRGGVARAGSRGSRKRKRHTFCYSCGEDGHIRVQCINPSNLLLVKQKKQAAVESGNGNWAWDKSHPKSKAK
1	4m8oA	0.06	0.06	2.49	1.16	MapAlign		LNASKIDDIDSMMGFERYDPYFFIACN---DESRVNDVEELVKKYLCLKSLQIIRKELGLQKTLIKLSFQLFEARKLLKVDAKHLIEDIREYRVENDEVALLQRFFEHILPQGSQGLKAVTQSKLGYNPMTPYAFEKPQHLSEYSVSDAVATYYLYMKYVHSLEAGVFRSDLKNEFKIDPSAIDELLQELPEALEIKNQITQKLLELKSKMDEYNMIKRALQLSYADQVIHIKKRLTEYSSFRDRRYEFKGLAKTWKGITCLTGATIIQMARALVERVGIWCILPLSYPCSMLNYRVLKRRGELQLIKNFQSDIFKVFLEGTLEGCYSAVASVCNRWL-------DVLDSHGLMLEDEDLVSLICENRSMSKTLKEYEGQKSTSITTARRLGDFLGEDMVKDKGLQCKYIISSKPFNAPVTERAIIIDWGYYRERLGSAIQKITIPAALQGVSNPVPRVEHP-
2	6taqB	0.18	0.06	2.05	1.40	HHsearch		------------------------------------------------------------------------------------------------------------------------------------------------------------KGSFSNCTVRFSGQR----DHDAVDEFINAVETYKEVEGISDKDALKGLPLLFKSIAVVWWKGVR--RDAKTWSDALQLLRDHFSPTKPSYQIYMEIFETKQSYDEVIDSFICKQRALLAKLPEG-R----HDEETELDFIYGLMQPK--YRESI----PRHEVKTFRELLDRGRTVERTR------------------------------------------------------------------------------------------------------------------------------
3	4n0tA	0.09	0.07	2.76	0.54	CEthreader		-------------RNRELTTVLVKNLPKSYN----QNKVYKYFKHCGPIIHVDVADSLKKNFRFARIEFARYDGALAAITKTHKVVGQNEIIVSHLTECTLWMTNFPPSYTQRNQDINVVALSIRLPSLRFNTSRRFAYIDVTSKEDARYCVEKLNGLKIEGYTLVTKVSNPLEKSKRTDSATLEGREIMIRNLSTELLDENLLRESFEGFGSIEKINIPAGQKEHSFNNCC------AFMVFENKDSAERALQMNRSLLGNREISVSLADKKPFLERNEVKRLLASRNSKELETLICLFPLSDKVSPSLICQFLQEEIHINEKDIRKILLVSDFNGAIIIFRDSKFAAKMLMILNGSQFQGKVIRSGTINDMKRYYNNQQ----------------------------------------------------------------------------------
4	4n0tA	0.06	0.03	1.42	0.85	EigenThreader		-------------RNRELTTVLVKNLPKSYNQNKVYKYFKHCG---PIIHVD-VADSLKKNFRFARIEFARYDGALAAITKTHKVQNEIIVSHLT----------------------------------------------------------------ECTLWMTNFPPS------YTQRNIRDLLQDI---NVVSKEDARYCVEKLNGLE----------KSKRTDSATLE--------GRLLDENLLRESFEGFGSPAG-------------------QKEHS--------------FNNNKDSAERALQMN---RDKKPFLERNEVKRLLA----------------------------------------------------SRNSKELETLSDKVSPSLICQFLQEEIHINEKDIIFRDSKFAAKMLMILNNDMKRYYNNQQ---------------
5	6tapA	0.15	0.05	1.75	1.00	FFAS-3D		-------------------------------------------------------------------------------------------------------------------------------------------------------------KGNFSACHSFGGTR----DHDVVEEFIGNIETYKDVEGISDENALKGISLLFYGMASTWWQGVRKEATTW--KEAIALIREHFSPTKPAYQIYMEFFQNKQDDHDPIDTFVIQKRALLAQLPSGRH-----DEETELDLLFGL------LNIKYRKHISRHSVHTFKDLLEQGRIIEH--------------------------------------------------------------------------------------------------------------------------------
6	7abiM	0.09	0.08	2.84	0.63	SPARKS-K		---------------------------------------------------------------FSVKCWLRYIEFKQGAPKPRLNQLYERALKLLPCSYKLWYRYLKARRAQVKHRCVTDPAYEDVNNCHERAFVFMHKMPRLWLDYCQFLMDQGRVTHTRRTFDRALRALP--ITQH------SRIWPLYLRFSHPLPETAVRGYRRFLKSAEEYIEYLKSSDRL---DEAAQRLATVVNDERNYQLWHELCDLISQNPDKVQS---LNVDAIIRGGLTRFTDQLGKLWCSLADYYIRS-GHFEKARDVYEEAIRTMTVRDFTQVFDSYAQFEESETASELGREEEDDVDLEARFEQLISRRPLLLNSVLLRQNPHHVHEWHKRVALHQGRPREIINTYTEAVQTVDPFK----------------ATGKPHTLWVAFAKFYEDNGQLDDARKATKVNFKQV
7	4uqiA	0.11	0.06	2.28	0.73	CNFpred		AATSLITTLAQKN---PEEFKTSV--------SLAVSRLSRIVTSA-QDYTYYFVPAP--WLSVKLLRLL--------------------QCYPPP-EDPAVRGRLTECL-------ETILNKAQEPPKSK-----KVQHSNAKNAVLFEAISLIIHHDS------------------EPNLLVRACNQLGQFLQHRETNLRYLALESMC-HIETVINALKTERDVSVRQRAVDLLYAMCDR-SNAQQIVAEMLSYLETA---DYSIREEIVLKVAILAEKYAVDYTWYVDTILNLIRIAGYVSEEVWYRVIQIVINRQGYAAKTVFEALQAPACHENLVK--------------------------------------------------------------------------------------------------------------------------
8	6sytA	0.07	0.05	2.10	0.67	DEthreader		EFIPSSKLLFLRYHKEV----ETCALNNLLHSLQL-------------NVDNAKFVVIFDL-----------------------------------------------------------------------------------------HFPAIQYAVLYTLYCTHDHFIS------HFSIILNLLGILLKKDNLNQDTRKLLMTWALEAAVLRCGLLANTLVEDVNICLQACSSLHALSSSLPD-LLSIPLDVVLSNEGRSIAPVLSTLQLYCSSALE---SNLSTEDCLIPLFSEALWM----M--NQ-LEIKEQTVPIR-HLM-LGL-TRLLAQCSETTAQDLVQHKQTHAMLTLAKWIQAEWISQSTLSKNILLIILGQYLWARWGRVVVVDFYLHALLLVRSICLLVAQDSP-HLILYPAIYIVDKLSSANPTMV------TE--VTIHSLGSD---
9	6fijA	0.08	0.08	3.03	1.05	MapAlign		RAPAVLKAELAWEIGSCLAASWTSAVGG-ISPQDLQDRISAYTAELASVSVPYLSAAVGPGQSSVSAAP--VI-LDAFLSTLLRPLTTTRLITAPDRMAVSIANHQFWDVLINGVDTALLTATENYFHKFSGPSYTIDTACSSSLAALHMACNALWRGEVILGIATNHSAEAASITRPHAGAQQDLFQQVLTEGTGTQAGDSGETTSSMVNNLTNMITWIRAVATGTDLLQIRSSLQEQLKRFASFRSDIARYDQITASPTLQQLTHVCFQMALYAALYAAGVLSQSDTLYLVGRRAQLVRAKEEAIVAAYEFSCRNVLGGTVAQIQAAKAALEALQVAAACSIQDPQIPVISPAYGKVIRSAKDFQPEYFTHHCRSSVNMVDALQSAVEEGLLDKNVIGLEIGPGPVVTQFVKEAVGTTMQTFASINKDKDTWQLMTQALAKFYLAGASVEWSRYHEDFPGA
10	1st6A	0.12	0.11	3.96	0.64	MUSTER		NACTKLVRAAQMLQADPYRGILLLLTFDEAEVRKIIRVCKGILEYLTVAEVVETM-LTHQEHRVMLVNSMNTVKELL---TTKNTKSQ---------GIEEALKNRNFTVEKMSAEINEIIRVLQLTSWDEAWASKDTEAMKRALALIDSKMNQAKGWLRD------PNAPPGDAGEQAIRQILDEAGKAGELCAGKERREILGTCKTL-GQMTDQLADLRARGQGATPMAMQKAQQVSQG----LDLLTAKVENAA-----KLEAMTNSKQAIAKKIDAAQNWLADPNGGSEGEEHIR-----GIMSEARKVAELCEEPKERDDILRSLGEISALTAKLSDLRRHGKGDSPEARALAKQIATSLQNLQSKTNRAVANTRPVKAAVHLEGKIEQAQRWIDNPTVDDRGVGQAAIRGLVAEGRLANVMMGPYRQDLLAKCDRVDQLAAQLADLAARGEGESPQA


(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	0.6481


(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	5t8vA	0.41	7.65	0.064	0.717
2	5xjcA	0.40	6.82	0.032	0.635
3	5fvmA	0.40	7.16	0.038	0.641
4	6bcuA	0.40	6.32	0.044	0.596
5	6u5vB	0.38	7.01	0.046	0.618
6	6l7eA	0.38	7.20	0.037	0.622
7	6r9tA	0.38	7.65	0.049	0.654
8	3jb9A	0.38	7.24	0.040	0.631
9	5x6oC	0.38	6.87	0.047	0.600
10	5y81A	0.38	7.37	0.044	0.631



(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:1901363	0.70	heterocyclic compound binding
GO:0097159	0.70	organic cyclic compound binding
GO:0003824	0.53	catalytic activity
GO:0030374	0.51	ligand-dependent nuclear receptor transcription coactivator 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:0065007	0.91	biological regulation
GO:0050794	0.90	regulation of cellular process
GO:0031323	0.54	regulation of cellular metabolic process
GO:0080090	0.51	regulation of primary metabolic process
GO:0060255	0.51	regulation of macromolecule metabolic process
GO:0009987	0.50	cellular process
GO:0007165	0.50	signal transduction






(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:0044424	1.00	intracellular part
GO:0016020	1.00	membrane
GO:0044446	0.97	intracellular organelle part
GO:0043234	0.89	protein complex
GO:1990234	0.87	transferase complex
GO:0044425	0.87	membrane part
GO:0044428	0.86	nuclear part
GO:0005942	0.86	phosphatidylinositol 3-kinase complex
GO:0043229	0.76	intracellular organelle
GO:0005737	0.73	cytoplasm
GO:0044444	0.71	cytoplasmic part
GO:0005886	0.60	plasma membrane
GO:0043231	0.58	intracellular membrane-bounded organelle
GO:0005829	0.58	cytosol
GO:0044451	0.55	nucleoplasm part
GO:0016604	0.53	nuclear body
GO:0016607	0.51	nuclear speck






(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	2e1qA	0.316	7.06	0.041	0.512	1.17.3.2 1.17.1.4	NA
2	0.060	3h0gA	0.312	7.91	0.041	0.557	2.7.7.6	NA
3	0.060	2qf7B	0.325	7.69	0.041	0.572	6.4.1.1	NA
4	0.060	2vdcA	0.312	7.37	0.035	0.523	1.4.1.13	NA
5	0.060	1qhaA	0.284	6.91	0.043	0.451	2.7.1.1	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:


Rank	Cscore^LB	PDB Hit	TM-score	RMSD^a	IDEN^a	Cov.	BS-score	Lig. Name	Predicted binding site residues
1	0.01	2nm1A	0.210	7.69	0.047	0.363	0.15	III	210,211,212,240,287,288
2	0.01	3ho8B	0.307	7.80	0.032	0.540	0.19	COA	183,208,209,210,211



(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.

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.