D-I-TASSER results for A8MT19-D2

Input Sequence in FASTA format

>A8MT19 (160 residues)
LIPLGLKETKDIDFSVILKDFILEHYSEDGYLYEDEITDLMDPRQACRTPSRDEARVELL
MTYFIQLGFAWIRFKKYNTSPRIFFYRYDSLNGVLVSQQNLLLEKASVLFNTGALYTQIG
TWRYWQMQAGLQSAIDAFQRAAGVLNYLKETFTHTPSYDM

Predicted Secondary Structure

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Sequence
LIPLGLKETKDIDFSVILKDFILEHYSEDGYLYEDEITDLMDPRQACRTPSRDEARVELLMTYFIQLGFAWIRFKKYNTSPRIFFYRYDSLNGVLVSQQNLLLEKASVLFNTGALYTQIGTWRYWQMQAGLQSAIDAFQRAAGVLNYLKETFTHTPSYDM
Prediction
CCCCCCCCCCCCCHHHHHHHHHHHHHCCCHHHHHHHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHHHHCCCCCCCCCCSSSSSSCCCCCCCCSCCCHHHHHHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCC
Confidence
9766775689888699999999998299999999999999999998147899978999999999999999971899866651268775078998310010488899999999999999998616899288999999999999999999985789999999

H:Helix; S:Strand; C:Coil

Predicted Solvent Accessibility

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Sequence
LIPLGLKETKDIDFSVILKDFILEHYSEDGYLYEDEITDLMDPRQACRTPSRDEARVELLMTYFIQLGFAWIRFKKYNTSPRIFFYRYDSLNGVLVSQQNLLLEKASVLFNTGALYTQIGTWRYWQMQAGLQSAIDAFQRAAGVLNYLKETFTHTPSYDM
Prediction
7241414527715135203510463155436404520540460154247374455115202400310230243033567424040202202474423443041230001100000102102433474471034005102300200420474247544767

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 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                    |                   |                   |                   |                   |                   |                   |                   |
							SS	CCCCCCCCCCCCCHHHHHHHHHHHHHCCCHHHHHHHHHHHHHHHHHHCCCCCCHHHHHHHHHHHHHHHHHHHCCCCCCCCCCSSSSSSCCCCCCCCSCCCHHHHHHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCC
							Seq	LIPLGLKETKDIDFSVILKDFILEHYSEDGYLYEDEITDLMDPRQACRTPSRDEARVELLMTYFIQLGFAWIRFKKYNTSPRIFFYRYDSLNGVLVSQQNLLLEKASVLFNTGALYTQIGTWRYWQMQAGLQSAIDAFQRAAGVLNYLKETFTHTPSYDM
1	3rauA1	0.29	0.29	8.93	1.50	DEthreader		MIWLDLKEAGDFHFQPAVKKFVLKNYGENPEAYNEELKKLELLRQNAVRVPRDFEGCSVLRKYLGQLHYLQSRVPMGGQEAAVPVTWTEIFSGKSVAHEDIKYEQACILYNLGALHSMLGAMDKRVSEEGMKVSCTHFQCAAGAFAYLREHFPQAYSVDM
2	3rauA1	0.29	0.29	8.93	2.49	SPARKS-K		MIWLDLKEAGDFHFQPAVKKFVLKNYGENPEAYNEELKKLELLRQNAVRVPRDFEGCSVLRKYLGQLHYLQSRVPMGSQEAAVPVTWTEIFSGKSVAHEDIKYEQACILYNLGALHSMLGAMDKRVSEEGMKVSCTHFQCAAGAFAYLREHFPQAYSVDM
3	6kp3A1	0.28	0.28	8.59	1.58	MapAlign		FISVQLKKTSEVDLAKPLVKFIQQTYGEEQAQYCRAAEELSKLRRAAGPLDKHEGALETLLRYYDQICSIEPKFPFSENQICLTFTWKDAFGSVKLALASLGYEKSCVLFNCAALASQIAAEQNLDNDEGLKIAAKHYQFASGAFLHIKETLSREPTVDI
4	6kp3A1	0.28	0.28	8.43	1.38	CEthreader		FISVQLKKTSEVDLAKPLVKFIQQTYPSEQAQYCRAAEELSKLRRAAVPLDKHEGALETLLRYYDQICSIEPKFPFSENQICLTFTWKDAFDKVKLALASLGYEKSCVLFNCAALASQIAAEQNLDNDEGLKIAAKHYQFASGAFLHIKETVLSAPTVDI
5	3rauA1	0.29	0.29	8.93	1.81	MUSTER		MIWLDLKEAGDFHFQPAVKKFVLKNYGENPEAYNEELKKLELLRQNAVRVPRDFEGCSVLRKYLGQLHYLQSRVPMGSQEAAVPVTWTEIFSGKSVAHEDIKYEQACILYNLGALHSMLGAMDKRVSEEGMKVSCTHFQCAAGAFAYLREHFPQAYSVDM
6	2r02A	0.27	0.27	8.26	4.00	HHsearch		FISVQLKKTSEVDLAKPLVKFIQQTYPSGQAQYCRAAEELSKLRRAAVGRPKHEGALETLLRYYDQICSIEPKFPFSENQICLTFTWKDAFDKGKLALASLGYEKSCVLFNCAALASQIAAEQNLDNDEGLKIAAKHYQFASGAFLHIKETVLSAPTVDI
7	3rauA1	0.29	0.29	8.93	2.43	FFAS-3D		MIWLDLKEAGDFHFQPAVKKFVLKNYGENPEAYNEELKKLELLRQNAVRVPRDFEGCSVLRKYLGQLHYLQSRVPMGSQEAAVPVTWTEIFSGKSVAHEDIKYEQACILYNLGALHSMLGAMDKRVSEEGMKVSCTHFQCAAGAFAYLREHFPQAYSVDM
8	3rauA1	0.25	0.25	7.74	1.38	EigenThreader		PMIWLDLKEAGFQ--PAVKKFVLKNYGENPEAYNEELKKLELLRQNAVRVPRDFEGCSVLRKYLGQLHYLQSRVPMGSGQEAAVVTWTEIFSGKSVAHEDIKYEQACILYNLGALHSMLGAMDKRVSEEGMKVSCTHFQCAAGAFAYLREHFPQAYSVDM
9	3rauA	0.29	0.29	8.93	1.47	CNFpred		MIWLDLKEAGDFHFQPAVKKFVLKNYGENPEAYNEELKKLELLRQNAVRVPRDFEGCSVLRKYLGQLHYLQSRVPMGSQEAAVPVTWTEIFSGKSVAHEDIKYEQACILYNLGALHSMLGAMDKRVSEEGMKVSCTHFQCAAGAFAYLREHFPQAYSVDM
10	3rauA	0.29	0.29	8.93	1.50	DEthreader		MIWLDLKEAGDFHFQPAVKKFVLKNYGENPEAYNEELKKLELLRQNAVRVPRDFEGCSVLRKYLGQLHYLQSRVPMGGQEAAVPVTWTEIFSGKSVAHEDIKYEQACILYNLGALHSMLGAMDKRVSEEGMKVSCTHFQCAAGAFAYLREHFPQAYSVDM


(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	0.8893


(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.
1	3rauA1	0.94	1.31	0.294	1.000
2	6kp3A	0.94	1.43	0.275	1.000
3	2r02A	0.93	1.45	0.281	1.000
4	1zb1A	0.85	2.16	0.239	0.969
5	3r9mA	0.79	2.31	0.208	0.931
6	3eeiA	0.39	4.93	0.051	0.669
7	2xdtA2	0.38	4.98	0.064	0.619
8	4akkA2	0.37	3.71	0.075	0.519
9	3kozA	0.37	5.31	0.049	0.650
10	2xciA	0.35	4.30	0.062	0.519



(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	0.57	DNA binding
GO:0003824	0.51	catalytic 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:0009987	0.97	cellular process
GO:0071704	0.93	organic substance metabolic process
GO:0065007	0.93	biological regulation
GO:0050789	0.93	regulation of biological process
GO:0044238	0.92	primary metabolic process
GO:0043170	0.92	macromolecule metabolic process
GO:0044237	0.91	cellular metabolic process
GO:0044260	0.90	cellular macromolecule metabolic process
GO:0048518	0.87	positive regulation of biological process
GO:0048522	0.86	positive regulation of cellular process
GO:1901362	0.81	organic cyclic compound biosynthetic process
GO:0044271	0.81	cellular nitrogen compound biosynthetic process
GO:0018130	0.81	heterocycle biosynthetic process
GO:0006351	0.80	transcription, DNA-templated
GO:0044699	0.76	single-organism process
GO:0016043	0.72	cellular component organization
GO:0044763	0.66	single-organism cellular process
GO:0006508	0.63	proteolysis
GO:0051603	0.61	proteolysis involved in cellular protein catabolic process
GO:0051179	0.57	localization
GO:0044767	0.57	single-organism developmental process
GO:0006996	0.57	organelle organization
GO:0051049	0.55	regulation of transport
GO:0051641	0.53	cellular localization
GO:0051234	0.53	establishment of localization
GO:0048869	0.53	cellular developmental process
GO:0006511	0.53	ubiquitin-dependent protein catabolic process
GO:0060627	0.51	regulation of vesicle-mediated transport
GO:0051130	0.51	positive regulation of cellular component organization
GO:0051050	0.51	positive regulation of transport
GO:0061024	0.50	membrane organization






(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:0043226	0.98	organelle
GO:0043229	0.97	intracellular organelle
GO:0043227	0.96	membrane-bounded organelle
GO:0043231	0.95	intracellular membrane-bounded organelle
GO:0005634	0.90	nucleus
GO:0044444	0.87	cytoplasmic part
GO:0005737	0.60	cytoplasm
GO:0005829	0.51	cytosol






(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	1cc1L	0.510	3.83	0.053	0.738	1.12.99.6	NA
2	0.060	2vx3A	0.507	4.84	0.060	0.812	2.7.12.1	NA
3	0.060	2pfdB	0.544	4.00	0.043	0.800	2.1.2.5 4.3.1.4	115
4	0.060	1y0vD	0.482	3.63	0.041	0.644	4.6.1.1	113,138
5	0.060	2vuxB	0.461	4.68	0.038	0.738	1.17.4.1	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	0.06	2r03A	0.932	1.45	0.281	1.000	0.51	III	110,113,114,117,120
2	0.01	1y8nA	0.523	4.17	0.054	0.800	0.62	RED	109,144,145
3	0.01	1cc1L	0.510	3.83	0.053	0.738	0.68	H2S	110,113,114,141,144
4	0.01	1y8oA	0.524	4.17	0.054	0.800	0.56	RED	110,113,141
5	0.01	2bu8A	0.508	4.57	0.045	0.812	0.57	TF4	109,110,113,140,144,145,148



(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.