Information content of protein sequences

The complexity of large sets of non-redundant protein sequences is measured. This is done by estimating the Shannon entropy as well as applying compression algorithms to estimate the algorithmic complexity. The estimators are also applied to randomly generated surrogates of the protein data. Our results show that proteins are fairly close to random sequences. The entropy reduction due to correlations is only about 1%. However, precise estimations of the entropy of the source are not possible due to finite sample effects. Compression algorithms also indicate that the redundancy is in the order of 1%. These results confirm the idea that protein sequences can be regarded as slightly edited random strings. We discuss secondary structure and low-complexity regions as causes of the redundancy observed. The findings are related to numerical and biochemical experiments with random polypeptides.     

Structural mapping of nucleotide binding sites on chloroplast coupling factor

Fluorescence resonance energy transfer was used to measure the distances between three nucleotide binding sites on solubilized chloroplast coupling factor from spinach and between each nucleotide site and two tyrosine residues which are important for catalytic activity. The nucleotide energy donor was 1,N6-ethenoadenosine di- or triphosphate, and the nucleotide energy acceptor was 2'(3')-(trinitrophenyl)adenosine diphosphate. The tyrosine residues were specifically labeled with 7-chloro-4-nitro-2,1,3-benzoxadiazole, which served as an energy acceptor. The results obtained indicate the three nucleotide binding sites form a triangle with sides of 44, 48, and 36 A. (The assumption has been made in calculating these distances that the energy donor and acceptor rotate rapidly relative to the fluorescence lifetime.) Two of the nucleotide sites are approximately equidistant from each of the two tyrosines: one of the nucleotide sites is about 37 A and the other about 41 A from each tyrosine. The third nucleotide site is about 41 A from one of the tyrosines and greater than or equal to 41 A from the other tyrosine.     

Information capacity of nucleotide sequences and Its applications

The information capacity of nucleotide sequences is defined through the specific entropy of frequency dictionary of a sequence determined with respect to another one containing the most probable continuations of shorter strings. This measure distinguishes a sequence both from a random one, and from ordered entity. A comparison of sequences based on their information capacity is studied. An order within the genetic entities is found at the length scale ranged from 3 to 8. Some other applications of the developed methodology to genetics, bioinformatics, and molecular biology are discussed.     

Further characterization of nucleotide binding sites on chloroplast coupling factor one

The solubilized coupling factor from spinach chloroplasts (CF1) contains one nondissociable ADP/CF1 which exchanges slowly with medium ADP in the presence of Ca2+, Mg2+, or EDTA; medium ATP also exchanges in the presence of Ca2+ or EDTA, but it is hydrolyzed, and only ADP is found bound to CF1. The rate of ATP exchange with heat-activated CF1 is approximately 1000 times slower than the rate of ATP hydrolysis. In the presence of Mg2+, both latent CF1 and heat-activated CF1 bind one ATP/CF1, in addition to the ADP. This MgATP is not removed by dialysis, by gel filtration, or by the substrate CaATP during catalytic turnover; however, it is released when the enzyme is stored several days as an ammonium sulfate precipitate. The photoaffinity label 3'-O-[3-[N-(4-azido-2-nitrophenyl)amino]-propionyl]-ATP binds to the MgATP site, and photolysis results in labeling of the beta subunit of CF1. Equilibrium binding measurements indicate that CF1 has two identical binding sites for ADP with a dissociation constant of 3.9 microM (in addition to the nondissociable ADP site). When MgATP is bound to CF1, one ADP binding site with a dissociation constant of 2.9 microM is found. One ATP binding site is found in addition to the MgATP site with a dissociation constant of 2.9 microM. Reaction of CF1 with the photoaffinity label 3'-O-[3-[N-(4-azido-2-nitrophenyl)amino]propionyl]-ADP indicates that the ADP binding site which is not blocked by MgATP is located near the interface of alpha and beta subunits. No additional binding sites with dissociation constants less than 200 micro M are observed for MgATP with latent CF1 and for CaADP with heat-activated CF1. Thus, three distinct nucleotide binding sites can be identified on CF1, and the tightly bound ADP and MgATP are not at the catalytic site. The active site is either the third ADP and ATP binding site or a site not yet detected.     

Characterization of nucleotide binding sites on chloroplast coupling factor 1.

A study of the equilibrium binding of ADP, 1,N6-ethenoadenosine diphosphate, adenylyl imidodiphosphate, and 1,N6-ethenoadenylyl imidodiphosphate to solubilized spinach chloroplast coupling factor 1 (CF1) has been carried out. All four nucleotides were found to bind to two apparently identical "tight" sites, with characteristic dissociation contants generally less than 10 muM. The binding to these "tight" sites is similar in the presence of Mg2+ and Ca2+, is stronger in 0.1 M NaC1 than in 20 mM Tris-C1, and is only slightly altered by heat activation. The slow rate of association of ADP and 1,N6-ethenoadenosine diphosphate at these sites rules out the possibility that they are catalytic sites for ATPase activity on the solubilized enzyme. A third tight site for adenylyl imidodiphosphate was found on the heat-activated enzyme. The dissociation constant for this interaction (7.6 muM) is similar to the adenylyl imidodiphosphate competitive inhibition constant for ATPase activity (4 muM). ADP, which inhibits ATPase activity but is not a strong competitive inhibitor, binds only weakly at a third site (dissociation constant greater than 70 muM). One mole of 7-chloro-4-nitrobenzo-2-oxa-1,3-diazole reacted per mole of CF1 prevents ADP and adenylyl imidodiphosphate binding at the "catalytic" site and abolishes the ATPase activity. A model is proposed in which the "tight" nucleotide binding sites act as allosteric conformational switches for the ATPase activity of solubilizedCF1.     

Drug binding sites on P-glycoprotein are altered by ATP binding prior to nucleotide hydrolysis

P-glycoprotein (P-gp) confers multiple drug resistance on cancer cells by acting as a plasma membrane localized ATP-dependent drug efflux pump. Currently, there is little information on the nature of the communication between the energy-providing nucleotide binding domains (NBDs) and the drug binding sites of P-gp to generate transport of substrate. Many substrates and modulators cause alterations in ATP hydrolysis, but what effect do the various stages of the catalytic cycle have on drug interaction with P-gp? Vanadate trapping of Mg.ADP caused a reversible decrease in the binding capacity of the transported substrate [(3)H]-vinblastine and the nontransported modulator [(3)H]XR9576 to P-gp in CH(r)B30 cell membranes. The non-hydrolyzable nucleotide analogue ATP-gamma-S also caused a reduction in the binding capacity of [(3)H]-vinblastine but not for the modulator [(3)H]XR9576. This indicates that signaling to the NBDs following binding of a nontransported modulator is different to that transmitted upon interaction of a transported substrate. Second, it appears that the binding of nucleotide, rather than its hydrolysis, causes the initial conformational shift in the drug-binding site during a transport cycle.     

Classification of nucleotide binding sites on mitochondrial F1-ATPase from yeast

Methods are described to classify nucleotide binding sites of the mitochondrial coupling factor F1 from yeast on the basis of their affinities and stability properties. High affinity sites or states for ATP and related adenine analogs and low affinity sites or states which bind a broad range of different nucleotide triphosphates are found. The results are discussed in terms of a two site, two cycle scheme, where binding of nucleotide at one site facilitates the release of nucleotide at a second site.     

Information analysis of Fis binding sites.

Originally discovered in the bacteriophage Mu DNA inversion system gin, Fis (Factor for Inversion Stimulation) regulates many genetic systems. To determine the base frequency conservation required for Fis to locate its binding sites, we collected a set of 60 experimentally defined wild-type Fis DNA binding sequences. The sequence logo for Fis binding sites showed the significance and likely kinds of base contacts, and these are consistent with available experimental data. Scanning with an information theory based weight matrix within fis, nrd, tgt/sec and gin revealed Fis sites not previously identified, but for which there are published footprinting and biochemical data. DNA mobility shift experiments showed that a site predicted to be 11 bases from the proximal Salmonella typhimurium hin site and a site predicted to be 7 bases from the proximal P1 cin site are bound by Fis in vitro. Two predicted sites separated by 11 bp found within the nrd promoter region, and one in the tgt/sec promoter, were also confirmed by gel shift analysis. A sequence in aldB previously reported to be a Fis site, for which information theory predicts no site, did not shift. These results demonstrate that information analysis is useful for predicting Fis DNA binding.     

Interactions of the actin and nucleotide binding sites on myosin subfragment 1.

The effects of selected nucleotides (N) on the binding of myosin subfragment 1 (S-1) and pure F-actin (A) were measured by time-resolved fluorescence depolarization for 0.15 M KCl, pH 7.0 at 4 degrees. The association constants K'A, KN, and K'N in the scheme (see article), were determined for the magnesium salts of ADP, adenyl-5'-yl imidodiphosphate AMP-P(NH)P, and PPi. The nucleotide binding site on S-1 was "mapped" with respect to its interaction on the actin binding site. The subsites were the beta- and gamma-phosphoryl groups of ATP bind had the largest effects. A quantitative measure of the interaction, the interaction free energy, was defined as -RT ln (KA/K'A). For ADP, K'A was 2.7 X 10(5) M-1 and the interaction free energy was -4.67 kJ M-1. For AMP-P(NH)P and PPi it was much larger. A ternary complex was shown to exist for ADP, S-1, and actin in the presence of Mg2+ and evidence from AMP-P(NH)P and PPi measurements indicated that ATP also likely forms a ternary complex. The mechanism of (S-1)-actin dissociation is discussed in light of these results.     

Differential specificities and simultaneous occupancy of human MutSalpha nucleotide binding sites

We have examined the permissible nucleotide occupancy states of human MutSalpha. The MSH2.MSH6 heterodimer binds 1 mol of ADP and 1 mol of adenosine 5'-O-(thiotriphosphate) (ATPgammaS), with a K(d) for each nucleotide of about 1 microm. Anisotropy measurements using BODIPY TR and BODIPY FL fluorescent derivatives of ADP and 5'-adenylyl-beta,gamma-imidodiphosphate (AMPPNP) also indicate an interaction stoichiometry of 1 mol of ADP and 1 mol of triphosphate analogue per MutSalpha heterodimer. Di- and triphosphate sites can be simultaneously occupied as judged by sequential filling of the two binding site classes with differentially radiolabeled ADP and ATPgammaS and by fluorescence resonance energy transfer between BODIPY TR- and BODIPY FL-labeled ADP and AMPPNP. ATP hydrolysis by MutSalpha is accompanied by a pre-steady-state burst of ADP formation, and analysis of MutSalpha-bound nucleotide during the first turnover has demonstrated the presence of both ADP and ATP. Simultaneous presence of ADP and a nonhydrolyzable ATP analogue modulates MutSalpha.heteroduplex interaction in a manner that is distinct from that observed in the presence of ADP or nonhydrolyzable triphosphate alone, and it is unlikely that this effect is due to the presence of a mixed population of binary complexes between MutSalpha and ADP or a triphosphate analogue. These findings imply that MutSalpha has two nucleotide binding sites with differential specificities for ADP and ATP and suggest that the ADP.MutSalpha.ATP ternary complex has an important role in mismatch repair.     

Isolation from alfalfa of resistance gene analogues containing nucleotide binding sites

Cloned resistance (R) genes from a broad range of plant species are known to share similarities in DNA sequence and structural motifs. Degenerate oligonucleotide primers designed from conserved regions of the nucleotide binding site (NBS), common to many R genes, were used to amplify the NBS regions from genomic DNA from alfalfa (Medicago sativa L). Sequence comparisons of the amplified fragments indicated that at least 18 families of NBS-containing R genes are present in alfalfa. Comparisons to R genes from other species suggested a polyphyletic origin of these gene families. Using the same degenerate primers, PCR analysis of cDNA prepared from a plant not challenged with a pest or pathogen revealed that many of the NBS-containing gene families were transcribed actively. Amplification of NBS regions from other Medicago species showed the presence of some NBS-containing genes not present in alfalfa. These results indicate that the NBS-containing R genes comprise a large gene family in Medicago, at least some of which are transcribed in healthy plants, and that different Medicago species carry unique NBS genes.     

Four tight nucleotide binding sites of chloroplast coupling factor 1.

We have examined the properties of the four tight nucleotide binding sites of reductively activated chloroplast coupling factor 1. Tight sites are here defined as those which retain bound nucleotides after passage of the chloroplast coupling factor 1 through Sephadex gel filtration centrifuge columns. Two of the sites, here called sites 4 and 5, have not been characterized in detail before. Site 4 has properties similar to those of site 1. It binds to ADP, ATP, and adenylyl-beta,gamma-imidodiphosphate (AMP-PNP) tightly in the presence or absence of Mg2+. Bound ADP exchanges rapidly with medium ADP, but rapid exchange with ATP or AMP-PNP requires Mg2+. Site 4 may slowly hydrolyze bound ATP in the absence of medium nucleotides. Site 5 has properties similar to those of site 2. Tight binding of ATP and AMP-PNP requires Mg2+, but Mg29+)-ADP is not tightly bound. Site 5 does not hydrolyze bound ATP in the absence of medium nucleotides. Complete filling of all four tight nucleotide binding sites requires about one millimolar nucleotide, suggesting that low affinity binding sites are converted to tight binding via a nucleotide binding-induced conformational change.     

Adenine nucleotide binding sites on beef heart F1-ATPase. Specificity of cooperative interactions between catalytic sites

Cooperative interactions between nucleotide binding sites on beef heart mitochondrial F1-ATPase have been studied by measuring substrate-promoted release of 5'adenylyl-beta,gamma-imidodiphosphate (AMP-PNP) from a single high affinity site. The site is initially loaded by incubating F1 with an equimolar amount of the nonhydrolyzable ATP analog. When unbound [3H]AMP-PNP is removed and the complex diluted to a concentration below the Kd, release of ligand shows an apparent absolute requirement for medium ADP. Release is biphasic with the extent of release during the initial rapid phase dependent on the concentration of medium ADP. Although phosphate alone has no effect, it enhances the rapid phase of ADP-promoted release over 2-fold with a half-maximal effect at 60 micrometers P1. The binding of efrapeptin (A23871) to the F1.AMP-PNP complex completely prevents ADP-promoted dissociation. Although AMP-PNP release also occurs in the presence of medium ATP, the F1.AMP-PNP complex does not dissociate if an ATP-regenerating system of sufficient capacity to prevent accumulation of medium ADP is added. Consistent with an inability of nucleoside triphosphate to promote release is the failure of medium, nonradioactive AMP-PNP to affect retention of the 3H-labeled ligand. The stability of F1.AMP-PNP complex in the absence of medium nucleotide and the highly specific ability of ADP plus P1 to promote rapid release of the ATP analog are interpreted as support for an ATP synthesis mechanism that requires substrate binding at one catalytic site for product release from an adjacent interacting site.     

Insertion sites and the terminal nucleotide sequences of the Tn4 transposon.

The nucleotide sequences at the ends of the Tn4 transposon (mercury spectinomycin and sulfonamide resistance) have been determined. They are inverted repeated sequences of 38 nucleotides with three mismatched base pairs. These sequences are strongly homologous with the terminal sequences of Tn501 (mercury resistance) but less so with those of Tn3 (ampicillin resistance). The Tn4 transposon generates pentanucleotide members (Tn3, Tn1000, Tn501, Tn551, IS2) with the exception of Tn1721 and bacteriophage Mu. Among the three Tn4 insertion sites examined here, two of them occurred near a nonanucleotide sequence in perfect homology with part of the terminal inverted-repeat sequence of Tn4 and the third insertion occurred near a sequence of partial homology to one end of Tn4. All three insertions were in the same orientation such that IRb is proximal to its homologous sequence on the recipient DNA.