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I-TASSER results for job id S802337

(Click on S802337_results.tar.bz2 to download the tarball file including all modeling results listed on this page. Click on Annotation of I-TASSER Output to read the instructions for how to interpret the results on this page. Model results are kept on the server for 60 days, there is no way to retrieve the modeling data older than 2 months)

  Submitted Sequence in FASTA format

>protein
MSEKQSPLPMLSAGIKNKDFEMISEAIKNEIPEKMVNSMLESFDPDTEQFKYLLALKMML
MSKSCTPDSYKNLKLYVGNKFYFYFDIKPNNYTSDTNDTNDTNDTNDTNDISNTNDYIFQ
TDFGSENFCEFCDETTSMFWPEKQTEDLEFVVLQLTNYFLTLGNLLASQPHLKKDTLTTF
KLLCSIHEITHIYFVLLKDYCQTEGLTITINFPQDLSWIFDNPENPIEKTLNAHTNEFSL
FSDEKIGTYTDLKIEQFHDYIRKTYDFKKIFNKIKTFYHADELLDIIKRLDSSNNYPVTK
EQIATFLLYDFIINHNMNDFLLKNE

  Predicted Secondary Structure

Sequence                  20                  40                  60                  80                 100                 120                 140                 160                 180                 200                 220                 240                 260                 280                 300                 320
                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |     
MSEKQSPLPMLSAGIKNKDFEMISEAIKNEIPEKMVNSMLESFDPDTEQFKYLLALKMMLMSKSCTPDSYKNLKLYVGNKFYFYFDIKPNNYTSDTNDTNDTNDTNDTNDISNTNDYIFQTDFGSENFCEFCDETTSMFWPEKQTEDLEFVVLQLTNYFLTLGNLLASQPHLKKDTLTTFKLLCSIHEITHIYFVLLKDYCQTEGLTITINFPQDLSWIFDNPENPIEKTLNAHTNEFSLFSDEKIGTYTDLKIEQFHDYIRKTYDFKKIFNKIKTFYHADELLDIIKRLDSSNNYPVTKEQIATFLLYDFIINHNMNDFLLKNE
PredictionCCCCCCCCCHHHCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHHCCCCCCCCCCCSSSSSCCSSSSSSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSCCCCCHHHHHHHCCHHHCCCCCCCCCCSSSSHHHHHHHHHHHHHHHCCCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCSSSSSCCCCCCHHHCCCCCCHHHHHHHHCCCCSSSSCCCCCCCCCCCCHHHHHHHHHHHCCHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCCHHHHHHHHHHHHHHCCCCHHHHHCCC
Conf.Score9865588504432466656799999987464599999888733986899999999999986077786320041688545789999616877557777777777776544455667627751567314777641312215775555550353344567999876675258542311377899887776444002333355650377489971766420220799972777775045510310233345621001999999999650199999887767408999999997515689766199999999999997276043442479
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
                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |     
MSEKQSPLPMLSAGIKNKDFEMISEAIKNEIPEKMVNSMLESFDPDTEQFKYLLALKMMLMSKSCTPDSYKNLKLYVGNKFYFYFDIKPNNYTSDTNDTNDTNDTNDTNDISNTNDYIFQTDFGSENFCEFCDETTSMFWPEKQTEDLEFVVLQLTNYFLTLGNLLASQPHLKKDTLTTFKLLCSIHEITHIYFVLLKDYCQTEGLTITINFPQDLSWIFDNPENPIEKTLNAHTNEFSLFSDEKIGTYTDLKIEQFHDYIRKTYDFKKIFNKIKTFYHADELLDIIKRLDSSNNYPVTKEQIATFLLYDFIINHNMNDFLLKNE
Prediction8655533132032214443152025104550244104310641426363030000011102234033731440301003300010003254234445446346345345324333210020303363004102611431125532540300001013100100210243331353213103000301300100000012104343020103114302101433741134314233430311346312313413054024103511304400430331120430040043027664231336300000000000334033112548
Values range from 0 (buried residue) to 9 (highly exposed residue)

   Predicted normalized B-factor

(B-factor is a value to indicate the extent of the inherent thermal mobility of residues/atoms in proteins. In I-TASSER, this value is deduced from threading template proteins from the PDB in combination with the sequence profiles derived from sequence databases. The reported B-factor profile in the figure below corresponds to the normalized B-factor of the target protein, defined by B=(B'-u)/s, where B' is the raw B-factor value, u and s are respectively the mean and standard deviation of the raw B-factors along the sequence. Click here to read more about predicted normalized B-factor)


  Top 10 threading templates used by I-TASSER

(I-TASSER modeling starts from the structure templates identified by LOMETS from the PDB library. LOMETS is a meta-server threading approach containing multiple threading programs, where each threading program can generate tens of thousands of template alignments. I-TASSER only uses the templates of the highest significance in the threading alignments, the significance of which are measured by the Z-score, i.e. the difference between the raw and average scores in the unit of standard deviation. The templates in this section are the 10 best templates selected from the LOMETS threading programs. Usually, one template of the highest Z-score is selected from each threading program, where the threading programs are sorted by the average performance in the large-scale benchmark test experiments.)

Rank PDB
Hit		Iden1Iden2CovNorm.
Z-score		Download
Align.		                   20                  40                  60                  80                 100                 120                 140                 160                 180                 200                 220                 240                 260                 280                 300                 320
                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |                   |     
Sec.Str
Seq		CCCCCCCCCHHHCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHCCCCHHHHHHHHHHHHHHHCCCCCCCCCCCSSSSSCCSSSSSSSCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCSSSSCCCCCHHHHHHHCCHHHCCCCCCCCCCSSSSHHHHHHHHHHHHHHHCCCCCCCCCHHHHHHHHHHHHHHHHHHHHHHHHHHCCCCSSSSSCCCCCCHHHCCCCCCHHHHHHHHCCCCSSSSCCCCCCCCCCCCHHHHHHHHHHHCCHHHHHHHHHHHHHHHHHHHHHHHHCCCCCCCCCHHHHHHHHHHHHHHCCCCHHHHHCCC
MSEKQSPLPMLSAGIKNKDFEMISEAIKNEIPEKMVNSMLESFDPDTEQFKYLLALKMMLMSKSCTPDSYKNLKLYVGNKFYFYFDIKPNNYTSDTNDTNDTNDTNDTNDISNTNDYIFQTDFGSENFCEFCDETTSMFWPEKQTEDLEFVVLQLTNYFLTLGNLLASQPHLKKDTLTTFKLLCSIHEITHIYFVLLKDYCQTEGLTITINFPQDLSWIFDNPENPIEKTLNAHTNEFSLFSDEKIGTYTDLKIEQFHDYIRKTYDFKKIFNKIKTFYHADELLDIIKRLDSSNNYPVTKEQIATFLLYDFIINHNMNDFLLKNE
11vt4 0.19 0.06 0.92 1.31Download VFAKVSRLQLRQDGVLGSGKTWVALDVCLSYQCKMDFKIWLNLKNCNSPETVLEMLQKLLYQISDHSSNIAELRRLLSKPCLLVLLNVQNA--------------KAWNAFNLSCKILLTT--RFKQVTDFLSADKSLDCRPQNPRRLSIIAESLTTIIESSLNVLE--PA---EYRKMFDRLSVFPPSAHIWFDVIKKYSQPKEST--ISIPSELKVKLEN-EYALHRSIVDHYNIPKTFSDDLIPPYLDQYFYSHIGHHLKNIEHPERMTLFRMVFLDFRFLEQKIRHDSTASILNTLQQLKFYKPYERLVN-AILDFLPKIE
27qj0H 0.12 0.21 0.99 1.01Download ITEAAGKNRLSELGWLDRSGQSFCAALHQELRERLLSVLHSQLQSLKIRLKTLAALELAAYTKTGDPYMRSLVQLSLVSHPVLSF-LYRWIYDGELEDTYHEFFVASDPTVKTDRKYTLRKSFMTMDQSRKVCHDQTPTTKTDLENAFQGKIDAAYFETSYLLDVLNKKYSL-LDHMQAMRLLLGQGDFIRHLMDLLKPELVRDVFSLDYHVDGPIATVFTRNMPEFSGVLHVLECSWDELWNKVQQAQDLDHIIAAHEFLDTIISLRAVFDQIIELQNARAALEELQRRLQFEEKKKEESQLRILIVQQFLLTTDFNEHYKARE
31vt4A 0.23 0.09 0.43 1.23Download -------------------------------------------------------------------------------------------------------------------EYALHR--------SIVDHY---NIPKTDSDDL--IPPYLDQYFYSIGHHLKNIEHPER--MTLFRM-------VFLDFRFLEQKIRH----------DSTAW---NA------------------SGSILNTLQQLK--FYKPYICDNPKYERLVNAI---------LDFLPKIEE--NLICSKY---TDLLRIALMAEDEAIFEQRGG
46d03E 0.15 0.25 0.98 0.52Download NRAKNT-VKGLINILENESYDVKLRQYEEKK-EAFRGCLLNKNRKNLDQIKKINNEIRDLLEKKCSQDCQTNVYFDMIKIYLVDFKMPYENYDTFIKQYKNIRKIEKQIDNPVTINAITQKEMGYEYHLQKVKHSIDQV--SDGVKPKQVTKNRLKEYYFNIGNYYSIFKFGKDSLNMLNKALIHKEKIVHNLLGELFGHLEER-ISKLIDYFIESNNIISQSEKLAEDVYDKNTKLLTLYPHLEINEFYDNNVEDLRESIIYIQSYVSSIKSAYRYNVLEKDSVESKQKNIPANSNAQ-KKVDELLSIIDSISYSNNFQKMKDY
57esyB 0.09 0.16 0.83 0.58Download -----------------DRFPLVQRLFEEGIRENIRDFLLHEIPRNAENYDRIFDCITGFAFGNFDRHPLEPITKYIFRHFHAILHIRAHDAQQGAINLQTLNVNGNDVHVWEVSCTLLELDIDLGLYHDYQNNN------ANNFLAGDLVQVPTENVHNTLNQVVNDGWKNIAQALMPLVDTINVDKFRSILHGTFYASDNPYKVLAMYKVGQRLDLLLLRQPR--DLDTHPIGYVLRLANNAE-------------EVGQQQNDARQEIGRLKKQHRG------FIPITSGNE----------VVLFPIVFNRDAHEAGNLIL
61wy0A 0.14 0.23 0.90 0.50Download --EKEELFARIK-----EKAKLIDEKIFELIPRVLYEAARHYPLAGG---KRVRPFVVLTSTEAVGGDPLRAIYPLIHNYSLVHDDI-MDM--DETRRGKPTVHRIWGVNMALAGDLLFRAEIPPEKKARVLEVIVKASFEKKSTEEYMEMISGKTGALFEASAKVGG--IIGTDNEEYIKALSSWGRNVGIAFQIWDDVLDLIADEKKLGKPVGSDIRKGKKTLIVAHFFENADEKDKQRFLKIFGKDIKSDVMEAIDLLKKYGSIDYAAEIAKDMIKKAN--EALRILPKS------KARMDLELLAKFIVERE---------
71vt4A 0.50 0.09 0.02 0.80Download ----------------------------------------------------------------------------------------------------------------------------------------------------------LDQYFY---------------------------------------------------------------------------------------------------------------------------------------------------------------------
87ogtB 0.12 0.19 0.92 0.70Download LNEVINQMERLDGDYNNTVYSSEQYIQELDKREDMIDQVSKKLSSIEASLKIKNATDLQQAKLRESEISQKLTNVNVKIKDVQQ-QIESNEEQRNLDSATLKEIKSIIEQRKQKLSKILPRYQELTKEEAMYKLQLASLQQSELSKEEKERLESLTKEISAAHNKLNITSDALEGITTTIDSLNAELESKLIPQENDLESKMSEVGDAFIFGLQDELKELQLEKESVEKQHENAVLELGTV-QREIESLIAEETNNKKLLEKANNQQRLLLKKLDNFQKSVEKTMIKKTTLVTRREELQQ-------------------------
91vt4A 0.23 0.09 0.31 0.96Download -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------EYALHRSIVDHYNIPKTFSDDLIPPYLDQYFYSHIGHHLKNIEHPERMTLFRMVFLDFRFLEQKIRHDSTASILNTLQQLKFYKPYERLVN-AILDFLPKIE
104o87A 0.23 0.20 0.74 0.10Download -----------------------------------------SMNPTTCLNEGAIGYMAIDILQSQ------NIEITINDNEYKL--NKFNNYNLDLGNTDNIKNYINGHDPGGKNKYLIIEASGNLNNNKFNVNLKSIF---SNAENLKVGHSDLLKLFSSIVNSKGS----DNQKKVLNSLLDNINDRRLKKLVSTNEIAKNNKLNVMIDANGH-----DLLKIDYDKTF---------------VTANDLKN--------KIID-KNKLENAKNYFKIDKILEDIKSKFSKNNENIKGSIRDHAKLIEFTENKKFNTI-NDNS
(a)All the residues are colored in black; however, those residues in template which are identical to the residue in the query sequence are highlighted in color. Coloring scheme is based on the property of amino acids, where polar are brightly coloured while non-polar residues are colored in dark shade. (more about the colors used)
(b)Rank of templates represents the top ten threading templates used by I-TASSER.
(c)Ident1 is the percentage sequence identity of the templates in the threading aligned region with the query sequence.
(d)Ident2 is the percentage sequence identity of the whole template chains with query sequence.
(e)Cov represents the coverage of the threading alignment and is equal to the number of aligned residues divided by the length of query protein.
(f)Norm. Z-score is the normalized Z-score of the threading alignments. Alignment with a Normalized Z-score >1 mean a good alignment and vice versa.
(g)Download Align. provides the 3D structure of the aligned regions of the threading templates.
(h)The top 10 alignments reported above (in order of their ranking) are from the following threading programs:
       1: HHSEARCH2   2: PROSPECT2   3: HHSEARCH2   4: MUSTER   5: SPARKS-X   6: SP3   7: HHSEARCH   8: Neff-PPAS   9: HHSEARCH2   10: pGenTHREADER   

   Top 5 final models predicted by I-TASSER

(For each target, I-TASSER simulations generate a large ensemble of structural conformations, called decoys. To select the final models, I-TASSER uses the SPICKER program to cluster all the decoys based on the pair-wise structure similarity, and reports up to five models which corresponds to the five largest structure clusters. The confidence of each model is quantitatively measured by C-score that is calculated based on the significance of threading template alignments and the convergence parameters of the structure assembly simulations. C-score is typically in the range of [-5, 2], where a C-score of a higher value signifies a model with a higher confidence and vice-versa. TM-score and RMSD are estimated based on C-score and protein length following the correlation observed between these qualities. Since the top 5 models are ranked by the cluster size, it is possible that the lower-rank models have a higher C-score in rare cases. Although the first model has a better quality in most cases, it is also possible that the lower-rank models have a better quality than the higher-rank models as seen in our benchmark tests. If the I-TASSER simulations converge, it is possible to have less than 5 clusters generated; this is usually an indication that the models have a good quality because of the converged simulations.)
    (By right-click on the images, you can export image file or change the configurations, e.g. modifying the background color or stopping the spin of your models)
  • Download Model 1
  • C-score=-2.60 (Read more about C-score)
  • Estimated TM-score = 0.41±0.14
  • Estimated RMSD = 12.5±4.3Å

  • Download Model 2
  • C-score = -2.29

  • Download Model 3
  • C-score = -5

  • Download Model 4
  • C-score = -4.12

  • Download Model 5
  • C-score = -4.40


  Proteins structurally close to the target in the PDB (as identified by TM-align)

(After the structure assembly simulation, I-TASSER uses the TM-align structural alignment program to match the first I-TASSER model to all structures in the PDB library. This section reports the top 10 proteins from the PDB that have the closest structural similarity, i.e. the highest TM-score, to the predicted I-TASSER model. Due to the structural similarity, these proteins often have similar function to the target. However, users are encouraged to use the data in the next section 'Predicted function using COACH' to infer the function of the target protein, since COACH has been extensively trained to derive biological functions from multi-source of sequence and structure features which has on average a higher accuracy than the function annotations derived only from the global structure comparison.)


Top 10 Identified stuctural analogs in PDB

Click
to view		RankPDB HitTM-scoreRMSDaIDENaCovAlignment
13iz8A0.830 2.680.1250.935Download
25julA0.777 3.270.1130.929Download
33izaA0.736 3.510.0480.901Download
43lqrA0.597 3.560.0420.729Download
57crcA0.592 4.580.0650.785Download
66j5tG0.588 4.280.0830.760Download
72a5yC0.571 3.440.0490.695Download
86b5bA0.561 5.810.0610.883Download
97jlvA0.550 4.330.0770.711Download
104knhA0.504 5.900.0710.788Download

(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)RMSDa is the RMSD between residues that are structurally aligned by TM-align.
(d)IDENa 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 function using COFACTOR and COACH

(This section reports biological annotations of the target protein by COFACTOR and COACH based on the I-TASSER structure prediction. While COFACTOR deduces protein functions (ligand-binding sites, EC and GO) using structure comparison and protein-protein networks, COACH is a meta-server approach that combines multiple function annotation results (on ligand-binding sites) from the COFACTOR, TM-SITE and S-SITE programs.)

  Ligand binding sites


Click
to view		RankC-scoreCluster
size		 PDB
Hit		 Lig
Name		 Download
Complex		 Ligand Binding Site Residues
10.06 2 3hpsB LEU Rep, Mult 53,54,55,58,59,67,71
20.05 1 N/A N/A N/A 92,145
30.03 1 2bptA PEPTIDE Rep, Mult 21,24,25,28,29,84
40.03 1 1oahA HEM N/A 171,174
50.03 1 2a69F MG N/A 299,301


Download the residue-specific ligand binding probability, which is estimated by SVM.
Download the all possible binding ligands and detailed prediction summary.
Download the templates clustering results.
(a)C-score is the confidence score of the prediction. C-score ranges [0-1], where a higher score indicates a more reliable prediction.
(b)Cluster size is the total number of templates in a cluster.
(c)Lig Name is name of possible binding ligand. Click the name to view its information in the BioLiP database.
(d)Rep is a single complex structure with the most representative ligand in the cluster, i.e., the one listed in the Lig Name column.
Mult is the complex structures with all potential binding ligands in the cluster.

  Enzyme Commission (EC) numbers and active sites


Click
to view		RankCscoreECPDB
Hit		TM-scoreRMSDaIDENaCovEC NumberActive Site Residues
10.1042eabA0.459 6.680.0320.785 3.2.1.63  NA
20.1033figB0.456 5.910.0420.714 2.3.3.13  NA
30.1011w6jA0.455 6.030.0480.708 5.4.99.7  NA
40.0992qnoA0.428 5.980.0580.665 3.2.1.4  NA
50.0981h54B0.442 6.540.0410.735 2.4.1.8  NA

 Click on the radio buttons to visualize predicted active site residues.
(a)CscoreEC is the confidence score for the EC number prediction. CscoreEC 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)RMSDa is the RMSD between residues that are structurally aligned by TM-align.
(d)IDENa 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.

  Gene Ontology (GO) terms
Top 10 homologous GO templates in PDB 
RankCscoreGOTM-scoreRMSDaIDENaCovPDB HitAssociated GO Terms
1 0.180.8302 2.68 0.12 0.941vt4I GO:0005524 GO:0006915
2 0.160.7355 3.51 0.05 0.903izaA GO:0005794 GO:0005515 GO:0005829 GO:0006919 GO:0008656 GO:0006915 GO:0008635 GO:0005634 GO:0007399 GO:0008629 GO:0005737 GO:0000166 GO:0005524 GO:0005730 GO:0042981 GO:0005622 GO:0006952
3 0.130.5965 3.64 0.05 0.733lqqA GO:0051432 GO:0006915 GO:0005829 GO:0005624 GO:0005524 GO:0005634 GO:0043281 GO:0048598 GO:0048471 GO:0005625 GO:0000166 GO:0005739 GO:0043065 GO:0008219 GO:0008361 GO:0005515 GO:0051434 GO:0005622 GO:0042981
4 0.110.4792 6.50 0.05 0.803m62A GO:0005737 GO:0006950 GO:0016567 GO:0030433 GO:0005515 GO:0006511 GO:0034450 GO:0005634 GO:0016874 GO:0000151 GO:0004842
5 0.110.4809 4.57 0.07 0.641z6tB GO:0006919 GO:0008635 GO:0005515 GO:0042981 GO:0007399 GO:0005524 GO:0005794 GO:0005634 GO:0005829 GO:0008656 GO:0008629 GO:0005737 GO:0006915 GO:0000166 GO:0005730 GO:0005622 GO:0006952
6 0.110.4830 4.21 0.07 0.642fnaA GO:0000166 GO:0005524
7 0.110.4693 4.39 0.07 0.632qenA GO:0000166 GO:0005524
8 0.100.4654 6.58 0.07 0.773pvmA GO:0005576 GO:0006954 GO:0006956 GO:0004866 GO:0005615 GO:0005515
9 0.080.4707 4.59 0.08 0.641w5sB GO:0005524 GO:0006260 GO:0000166
10 0.080.3500 6.87 0.01 0.622pffB GO:0004312 GO:0016296 GO:0055114 GO:0005739 GO:0005829 GO:0004319 GO:0004321 GO:0016297 GO:0019171 GO:0005737 GO:0006633 GO:0005835 GO:0005515 GO:0016295 GO:0016740 GO:0016829 GO:0004318 GO:0016409 GO:0008152 GO:0016491 GO:0004317 GO:0016787 GO:0004314 GO:0005811 GO:0004313 GO:0004320 GO:0003824 GO:0008610


Consensus prediction of GO terms		 
Molecular Function GO:0016505 GO:0043028 GO:0005524 GO:0005515
GO-Score 0.50 0.50 0.46 0.42
Biological Process GO:0006917 GO:0050896 GO:0048731 GO:0006919
GO-Score 0.50 0.50 0.50 0.50
Cellular Component GO:0031981 GO:0043232 GO:0005829
GO-Score 0.50 0.50 0.34

(a)CscoreGO is a combined measure for evaluating global and local similarity between query and template protein. It's range is [0-1] and higher values indicate more confident predictions.
(b)TM-score is a measure of global structural similarity between query and template protein.
(c)RMSDa is the RMSD between residues that are structurally aligned by TM-align.
(d)IDENa 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.
(f)The second table shows a consensus GO terms amongst the top scoring templates. The GO-Score associated with each prediction is defined as the average weight of the GO term, where the weights are assigned based on CscoreGO of the template.


[Click on S802337_results.tar.bz2 to download the tarball file including all modeling results listed on this page]


Please cite the following articles when you use the I-TASSER server:
  • 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. Cell Reports Methods, 1: 100014 (2021).
  • Chengxin Zhang, Peter L. Freddolino, and Yang Zhang. COFACTOR: improved protein function prediction by combining structure, sequence and protein-protein interaction information. Nucleic Acids Research, 45: W291-299 (2017).
  • Jianyi Yang, Yang Zhang. I-TASSER server: new development for protein structure and function predictions, Nucleic Acids Research, 43: W174-W181, 2015.