D-I-TASSER results for O14640-D3

Input Sequence in FASTA format

>O14640 (475 residues)
RRRRKQRLRQADRASSFSSITDSTMSLNIVTVTLNMERHHFLGISIVGQSNDRGDGGIYI
GSIMKGGAVAADGRIEPGDMLLQVNDVNFENMSNDDAVRVLREIVSQTGPISLTVAKCWD
PTPRSYFTVPRADPVRPIDPAAWLSHTAALTGALPRYGTSPCSSAVTRTSSSSLTSSVPG
APQLEEAPLTVKSDMSAVVRVMQLPDSGLEIRDRMWLKITIANAVIGADVVDWLYTHVEG
FKERREARKYASSLLKHGFLRHTVNKITFSEQCYYVFGDLCSNLATLNLNSGSSGTSDQD
TLAPLPHPAAPWPLGQGYPYQYPGPPPCFPPAYQDPGFSYGSGSTGSQQSEGSKSSGSTR
SSRRAPGREKERRAAGAGGSGSESDHTAPSGVGSSWRERPAGQLSRGSSPRSQASATAPG
LPPPHPTTKAYTVVGGPPGGPPVRELAAVPPELTGSRQSFQKAMGNPCEFFVDIM

Predicted Secondary Structure

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Sequence
RRRRKQRLRQADRASSFSSITDSTMSLNIVTVTLNMERHHFLGISIVGQSNDRGDGGIYIGSIMKGGAVAADGRIEPGDMLLQVNDVNFENMSNDDAVRVLREIVSQTGPISLTVAKCWDPTPRSYFTVPRADPVRPIDPAAWLSHTAALTGALPRYGTSPCSSAVTRTSSSSLTSSVPGAPQLEEAPLTVKSDMSAVVRVMQLPDSGLEIRDRMWLKITIANAVIGADVVDWLYTHVEGFKERREARKYASSLLKHGFLRHTVNKITFSEQCYYVFGDLCSNLATLNLNSGSSGTSDQDTLAPLPHPAAPWPLGQGYPYQYPGPPPCFPPAYQDPGFSYGSGSTGSQQSEGSKSSGSTRSSRRAPGREKERRAAGAGGSGSESDHTAPSGVGSSWRERPAGQLSRGSSPRSQASATAPGLPPPHPTTKAYTVVGGPPGGPPVRELAAVPPELTGSRQSFQKAMGNPCEFFVDIM
Prediction
CCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSSSSSCCCCCCCSSSSCCCCCCCCCCSSSSSSCCCCHHHHCCCCCCCCSSSSSCCSSCCCCCHHHHHHHHHHHCCCCCSSSSSSSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHHHCCCCCCCCCCCCCCCCCCCCCCSSCCHHHHHHHHCCCCCHHHHHHHHHHHHHHHCCCSSSCCCCCCCCCCCCSSCCCCCCHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHHHHCCCCCCSSSSCC
Confidence
9987534577776776554456676652799999957999664799636789998747988867998577419987793999999986689999999999986056786289999860357875344556678888988765556664446778766678876544333445666654334544566644334422133432277765321345421134666211311566666402331106677665565531354220124444455640112421100211466777766556666677667888777678889888899998898888887567899876566677778877777777766677776677888755578777777788878888766566777777776778889888888888887789999999887778994234431667754389852345249

H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

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Sequence
RRRRKQRLRQADRASSFSSITDSTMSLNIVTVTLNMERHHFLGISIVGQSNDRGDGGIYIGSIMKGGAVAADGRIEPGDMLLQVNDVNFENMSNDDAVRVLREIVSQTGPISLTVAKCWDPTPRSYFTVPRADPVRPIDPAAWLSHTAALTGALPRYGTSPCSSAVTRTSSSSLTSSVPGAPQLEEAPLTVKSDMSAVVRVMQLPDSGLEIRDRMWLKITIANAVIGADVVDWLYTHVEGFKERREARKYASSLLKHGFLRHTVNKITFSEQCYYVFGDLCSNLATLNLNSGSSGTSDQDTLAPLPHPAAPWPLGQGYPYQYPGPPPCFPPAYQDPGFSYGSGSTGSQQSEGSKSSGSTRSSRRAPGREKERRAAGAGGSGSESDHTAPSGVGSSWRERPAGQLSRGSSPRSQASATAPGLPPPHPTTKAYTVVGGPPGGPPVRELAAVPPELTGSRQSFQKAMGNPCEFFVDIM
Prediction
8554566446454443344145444524212020316654000000001354654200001302540002323203310100200421034111520030033124443201010021223342432222222222232123212213222331232233233222222222212221222222243422221222100300222523242553411412233012133003101432641542440462045015411032125424034312222442235134242554444444444332343344313434424453243233432424324234444443443444444444444454445445455354443444535444544445444543456445454444544444454143444454444454445424456344336414203400430151301010124

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	CCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSSSSSCCCCCCCSSSSCCCCCCCCCCSSSSSSCCCCHHHHCCCCCCCCSSSSSCCSSCCCCCHHHHHHHHHHHCCCCCSSSSSSSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHHHCCCCCCCCCCCCCCCCCCCCCCSSCCHHHHHHHHCCCCCHHHHHHHHHHHHHHHCCCSSSCCCCCCCCCCCCSSCCCCCCHHHCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCHHHHHHHCCCCCCSSSSCC
							Seq	RRRRKQRLRQADRASSFSSITDSTMSLNIVTVTLNMERHHFLGISIVGQSNDRGDGGIYIGSIMKGGAVAADGRIEPGDMLLQVNDVNFENMSNDDAVRVLREIVSQTGPISLTVAKCWDPTPRSYFTVPRADPVRPIDPAAWLSHTAALTGALPRYGTSPCSSAVTRTSSSSLTSSVPGAPQLEEAPLTVKSDMSAVVRVMQLPDSGLEIRDRMWLKITIANAVIGADVVDWLYTHVEGFKERREARKYASSLLKHGFLRHTVNKITFSEQCYYVFGDLCSNLATLNLNSGSSGTSDQDTLAPLPHPAAPWPLGQGYPYQYPGPPPCFPPAYQDPGFSYGSGSTGSQQSEGSKSSGSTRSSRRAPGREKERRAAGAGGSGSESDHTAPSGVGSSWRERPAGQLSRGSSPRSQASATAPGLPPPHPTTKAYTVVGGPPGGPPVRELAAVPPELTGSRQSFQKAMGNPCEFFVDIM
1	2xkxA	0.12	0.11	3.90	1.30	EigenThreader		ANSPPVIVNTDTLEAPGYV---NGTEGEMEYEEITLERGGLGFSIAGGTDNPHIDPSIFITKIIPGGAAAQDGRLRVNDSILFVNEVDVREVTHSAAVEALKEAGS-IVRLYVMRRKGVGNQHIPGDNSQIGDGLEDVMHEDAVAALKNTKPSNAYLSDSYAPPDITTSYSQHLDNEISHSSYLGTDYPTAMTPT--------SPRRYSPVAKDLLGEEDIPREPRRG--------GEDGAGGPADLSEQAAIALKNAGIIAQYKPEEYSRFEAKIH-------DLREQLMNSSLGSGTASLRSNPKRGFYILFDYDKTKDCGFLSQALSFRFGDVIDAGDEEWRLKAKDWGSSSGSQGREDSVLSYETVTQME-VHYARPIIILGPTKDRANDDLLSEFPDKFGSCVPRPKREYEIDGRDYHFVSSQGKHCILDVSIRPRSLENVLEINKRITEEQARKAFDRATKLEQEFTEC
2	2xkxA	0.10	0.09	3.16	1.16	MapAlign		-----------DTLEAPGYVNGTEGEMEYEEITLERGNSGLGFSIAGGTPHIGDDPSIFITKIIPGGAAAQDGRLRVNDSILFVNEVDVREVTHSAAVEALKEA---GSIVRLYVMRRKPPNQHIPGDNSIYVTKIIEGGAAHHEDAVAALKNTYDVVYLKVAKPSNAYLSDSYAPHRGSTGLGFNIVGGEDGEGIFISFISVNGVDLRLMNSSLGSGTASLRSNPKRGFYIRALFDYDKTSQALSFRFVLHVIDAGWWQARRVHSDSETDDIGFIRRVERREAHKFIEAGQYNSHLYGTSVQ-----------------------------------------------------------------SVREVAEQGKHCILDVSANAVRRLQAAHLHPIAIFIRPRSLENVLEINKRITEEQARKAFDRATKLEQEFTECFSAIVEGDSFEEIYHKVKRVIEDLSGPYIWV---
3	1fshA	0.98	0.19	5.43	1.63	HHsearch		-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------EAPLTVKSDMSAIVRVMQLPDSGLEIRDRMWLKITIANAVIGADVVDWLYTHVEGFKERREARKYASSMLKHGFLRHTVNKITFSEQCYYVFGD----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
4	2xkxA	0.12	0.11	3.96	0.48	CEthreader		QANSPPVIVNTDTLEAPGYVNGTEGEMEYEEITLERGNSGL-GFSIAGNPHIGDDPSIFITKIIPGGAAAQDGRLRVNDSILFVNEVDVREVTHSAAVEALKEA---GSIVRLYVMRRKPPAEKV----------------MEIKLIKGPKGLGFSIAGGVGNQHIPGDNSIYVTKIIEGGAAHKDGRLQIGDKILAVNSVGLEDVMHEDAVAALKNTYDVVYLKVAKPSNAYL---SDSYAPPDITTSYSQHLDNEISHSSYLGTDYPTAMTPTSPRRYSPVAKDLLGEEDIPREPRRIVIHRGSTGLGFNIVGGEDGEGIFISFILAGGPADLSGELRKGDQILSVNGVDLRNASHEQAAIALKNAGQTVTIIAQYKPEEYSRFEAKIHDLREQLMNSSLGSGTASLRSNPKRGFYIRALFDYDKTKDCGFLSQALSFRFGDVLHVIDAGDEEWWQARRVHSDSETDDIGFIP
5	6pcvA	0.08	0.07	2.71	0.90	EigenThreader		GFLEKSEFRDESQYFRFHADEEMEGTQLAKRLLILPQEEDYG-FDIEEKNKA-----VVVKSVQRGSLAEVAGLQVGRKIYSIN-EDLVFLRPFSEVESILNQSFCSRRPLRLLVATKAQAFRSRREEALGLYQPRGCFGLTAKILEAFAANDSGQRVSPPFKQAPLEPHPLCGLDFCPTNCPSWKCELQLRRDAIFCQALVAAVCTFSEQLLAALGYRYNNNGEYEELEQVAATGLLSPATVKEERTMLEDIWVTLSELDNVGSRQALKVIFYLDSYHFSK-----LPSRLEGGASLFTKVLENVEGLPSPKPGAAGSVGAGLIPISSELCYRLGTGMQRSTLSVSLEQAAILARSHGLLPKCIMQATDIMRKQGPRVEILAKNLRVKDQMPQGAPRLYRLCQPP---------------------------------------------------------------------
6	1fshA	0.98	0.19	5.43	0.89	FFAS-3D		-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------EAPLTVKSDMSAIVRVMQLPDSGLEIRDRMWLKITIANAVIGADVVDWLYTHVEGFKERREARKYASSMLKHGFLRHTVNKITFSEQCYYVFGD----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
7	4btgA	0.11	0.10	3.58	0.81	SPARKS-K		SVGALQLPLQFTRTFSASMTSELLWEVGFFQYAQAGGALSVLTAYITGSSNR---------------AIKADGKVPPTAILEQLRTLAHELFHHITTDFVCHVLSPLG---------FILPDAAYVYRVGRTATYP--NFYALVDCVRASDLR----RMLTALSSVDSKMLQATF---------KAKGALAPA---LISQHLANAATTAFERSRGNFDANVVSSVLTILGRLWSLRNTNGIDQLRSNLAYQDMVKQRGRAEVIFSDEELSST---IIPWFIEAMSEVSPFKLRPINETTSYIGQTSAIDMGQPSHVVVYEDWQFAKEITAFTPVKLANNSNQRFLDVEPGISDRMSATLAPIGNTFAVSAFVKNRTAVYEAVSQRGTVNSNGAEMTLGFPSLDRGIVDESLEARAVAHNPEVVVSEHQGVAAEQGSTELRIPVGYNAIEGGSIRTPEPLEAIAYNKPIQPSEVLQ
8	2kohA	0.33	0.07	2.02	0.88	CNFpred		----------------------------TFEVPLNDSGSAGLGVSVKGNRSKHADLGIFVKSIINGGAASKDGRLRVNDQLIAVNGESLLGKANQEAMETLRRSMSKRGMIQLIVARRISRCNE---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
9	7bvfA	0.06	0.04	1.64	0.67	DEthreader		------------TATIFWPQGSTADNITQITAGAPRA--LDISIPCS-----------AIATLPAN--G----GL----VLSAGGLFVRANQDTVVVASVAAVAGTLPKKPVIFTDLKVG-----------------------------------------YYRYFGTTEADYTSVLALATGWMRLPATL----AGIACWLIV----VFTAGAVFLSAWFELIALGVLVTWVLVER----SIALGR-LAPAAVAIIVTLTALALLARAIAQRI-----L------VFRDQTLATVAESAIK---G---------------------------------GWFYV-------------------------YPLYKALTASCAMADDVLA--AGQLPPRS--PD----RPLVV-S---------KEDPIDIRNRPRPV---LIVLMQRPFSEHLGIAELPPFLFTQALLRLPAAPDAV
10	6pcvA	0.07	0.07	2.73	0.92	MapAlign		---------------------KLVENILAKRLLILPQEEDYGFDIEEK------NKAVVVKSVQRGSLAEV-AGLQVGRKIYSINEDLVFLRPFSEVESILNQSFCSRRPLRLLVAGVVYEYVSHVLEKIVEPRGCFGLTAKILEAFAANDKSRVSPPFKQAPLEPHPLCGLDFCPTNCHINLMEVSYPKLNPMSYTQHCITTMAAPSWKCELQLRRDAIFCQALCTFSEQLLAALGYRYNSSRDASRKWLEQVAATGVWVTLSELDNVTFSFKQLDENYVANTNVFYHIEGSRQALKVIFYLD-------------SYHFSKLPSRLEGGASLRLHTALFTKVLENVEGLPSPGSQAAEDLQQDINAQSLEKVQQYYRKLRAFYLERSNLVKIDQLIRPINALDELCRLMKSFVHPKPGAAGSVGAGLIPISSELCYRLGACQMVMCGTGMQRSTLSVSLEQAAILARSHGLLP


(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	0.5361


(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	7bvcB	0.39	6.82	0.045	0.617
2	7bvfA	0.39	6.88	0.031	0.611
3	7bvcA	0.38	7.01	0.051	0.611
4	7cpxA	0.38	7.42	0.053	0.623
5	6s8bK	0.38	7.48	0.059	0.634
6	4ii2A	0.37	7.10	0.033	0.596
7	5wtjA	0.37	7.02	0.037	0.587
8	5xjcQ	0.36	7.34	0.054	0.594
9	7kiyA	0.36	7.14	0.037	0.596
10	6z2wE	0.36	6.78	0.039	0.562



(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:0005102	0.86	receptor binding
GO:0005109	0.72	frizzled binding






(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:0050794	0.91	regulation of cellular process
GO:0007165	0.85	signal transduction
GO:0007166	0.84	cell surface receptor signaling pathway
GO:0016055	0.80	Wnt signaling pathway
GO:2000026	0.71	regulation of multicellular organismal development
GO:0022603	0.69	regulation of anatomical structure morphogenesis
GO:0060070	0.68	canonical Wnt signaling pathway
GO:0035567	0.68	non-canonical Wnt signaling pathway
GO:0090175	0.67	regulation of establishment of planar polarity
GO:0060071	0.66	Wnt signaling pathway, planar cell polarity pathway
GO:0044699	0.64	single-organism process
GO:0051960	0.60	regulation of nervous system development
GO:0045995	0.59	regulation of embryonic development
GO:0090179	0.57	planar cell polarity pathway involved in neural tube closure
GO:0032502	0.56	developmental process
GO:0009987	0.50	cellular process






(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	0.98	cell part
GO:0044424	0.97	intracellular part
GO:0044444	0.82	cytoplasmic part
GO:0005829	0.70	cytosol
GO:0043226	0.59	organelle
GO:0043229	0.58	intracellular organelle






(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	2vdcF	0.345	7.16	0.046	0.552	1.4.1.13	17,43,61
2	0.060	3ikmD	0.323	7.63	0.028	0.552	2.7.7.7	97
3	0.060	3b9jI	0.144	5.21	0.030	0.194	1.17.1.4 1.17.3.2	84,118
4	0.060	2iw5A	0.319	7.55	0.041	0.545	1.-.-.-	33
5	0.060	1fa9A	0.310	7.24	0.042	0.505	2.4.1.1	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	1fiqA	0.151	5.10	0.049	0.200	0.69	FES	61,63,64,67,75,79
2	0.01	2ckjA	0.261	8.03	0.031	0.465	0.70	FES	75,76,77,78
3	0.01	2ckjA	0.261	8.03	0.031	0.465	0.73	FES	47,48,49,50,55,56
4	0.01	2ckjC	0.302	7.59	0.036	0.509	0.65	FES	48,49,50,55,56,58



(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.