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TALOS : Protein backbone angle restraints from searching a database for chemical shift and sequence homology 
Gabriel Cornilescu, Frank Delaglio and Ad Bax 

Laboratory of Chemical Physics 
National Institute of Diabetes and Digestive and Kidney Diseases 
National Institutes of Health 
Bethesda, Maryland 20892-0520 


 

Abstract: Chemical shifts of backbone atoms in proteins are exquisitely sensitive to local conformation, and homologous proteins show quite similar patterns of secondary chemical shifts. The inverse of this relation is used to search a database for triplets of adjacent residues with secondary chemical shifts and sequence similarity which provide the best match to the query triplet of interest. The database contains 13Ca, 13Cb, 13C', 1Ha and 15N chemical shifts for 20 proteins for which a high resolution X-ray structure is available. The computer program TALOS was developed to search this database for strings of residues with chemical shift and residue type homology. The relative importance of the weighting factors attached to the secondary chemical shifts of the five types of resonances relative to that of sequence similarity was optimized empirically. TALOS yields the 10 triplets which have the closest similarity in secondary chemical shift and amino acid sequence to those of the query sequence. If the central residues in these 10 triplets exhibit similar phi and psi backbone angles, their averages can reliably be used as angular restraints for the protein whose structure is being studied. Tests carried out for proteins of known structure indicate that the root-mean-square difference (rmsd) between the output of TALOS and the X-ray derived backbone angles is about 15s. Approximately 3% of the predictions made by TALOS are found to be in error.

J. Biomol. NMR, 13 (1999) 289-302

The following table shows proteins contained in the TALOS database. Also listed are references describing the chemical shifts, the X-ray structure, the accession codes for data deposited in the BMRB and PDB databeses, the resolution at which the crystal structure was solved, and the types of nuclei for which chemical shifts are available.
 
Protein 

Chemical shifts ref.

(BMRB code)

No. of residues  X-ray structure ref. 

(PDB code) 

Resolution
(Angs.)
Shifts 
Alpha-lytic protease 

Davis et al., 1997 

198  Fujinaga et al., 1985 

( 2alp )

1.7  Ca , Cb , C', Ha , N
Basic pancreatic trypsin inhibitor

Hansen P.E., 1991 

58  Wlodawer et al., 1984 

( 5pti

1.1  Ca , Cb , C', Ha , N 
Calbindin 

Drakenberg et al., 1989 

( 390

76  Svensson et al., 1992 

( 4icb

1.6  Ca , Cb , Ha , N 
Calmodulin 

Ikura et al.,1990 

( 547

148 Chattopadhyaya et al., 1992 

( 1cll

1.7 Ca , Cb , C', Ha , N 
Calmodulin/M13 

Ikura et.al, 1991 

( 1648

148 Meador et al., 1992 

( 1cdl) 

2.2 Ca , Cb , C', Ha , N
Cutinase 
Pompers et al., 1997 

( 4101 )

214  Longhi et al., 1997 

( 1cex )

1.0 Ca , Cb , C', Ha , N
Cyclophilin 
Ottiger et al., 1997 
165  Ke, 1992 

(2cpl

1.63 Ca , Cb , Ha , N
Cyanovirin-N 

Bewley et al.,1998 

101 Yang et al., 1999 

(3ezm)

1.5 Ca , Cb , C', Ha , N
Dehydrase 

Copie et al., 1996

171 Leesong et al., 1996

(1mka)

2.0 Ca , Cb , C', Ha , N
D-maltodextrin-binding protein 

Gardner et al., 1998 

370 Sharff et al., 1993 

( 1dmb )

1.8  Ca , Cb , C', Ha , N
HIV-1 protease 

Yamazaki et al., 1996 

99 Lam et. al, 1994  1.8  Ca , Cb , C', Ha , N
Human carbonic anhydrase I 

Sethson et al., 1996 

( 4022 )

260 Kumar and Kannan, 1994 

( 1hcb )

1.6 Ca , Cb , C', Ha , N
Human thioredoxin in reduced form 

Qin et al., 1996 

105 Weichsel et al., 1996 

( 1ert )

1.7 Ca , Cb , Ha , N
III-glc 

Pelton et al., 1991 

168 Worthylake et al., 1991

( 1f3g )

2.1 Ca , Cb , C', Ha , N
Interleukin-1? (Clore et al., 1990), (1061) 153 Veerapandian et al., 1992, (4i1b) 2.0 Ca , Cb , Ha , N
Metallo-? -lactamase 

Scrofani et al., 1998 

( 4102 )

232 Concha et al., 1996 

( 1znb )

1.85 Ca , Cb , C', Ha , N
Profilin 

Archer et. al 1994 

125 Fedorov et al., 1994 

( 1acf )

2.0 Ca , Cb , C', Ha , N
Serine protease PB 92 

Fogh et al., 1995 

269 Betzel et al., 1992

( 1svn )

1.4 Ca , Cb , C', Ha , N
Staph nuclease 

D. A. Torchia, personal communication 

141 Loll and Lattman, 1989 

( 1snc )

1.65 Ca , Cb , C', Ha , N
Ubiquitin 

Wang et. al 1995 

76 Vijay-Kumar et al., 1987 

( 1ubq )

1.8 Ca , Cb , C', Ha , N

 
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