Selection of DNA binding sites by regulatory proteins. Statistical-mechanical theory and application to operators and promoters

We present a statistical-mechanical selection theory for the sequence analysis of a set of specific DNA regulatory sites that makes it possible to predict the relationship between individual base-pair choices in the site and specific activity (affinity). The theory is based on the assumption that specific DNA sequences have been selected to conform to some requirement for protein binding (or activity), and that all sequences that can fulfil this requirement are equally likely to occur. In most cases, the number of specific DNA sequences that are known for a certain DNA-binding protein is very small, and we discuss in detail the small-sample uncertainties that this leads to. When applied to the binding sites for cro repressor in phage lambda, the theory can predict, from the sequence statistics alone, their rank order binding affinities in reasonable agreement with measured values. However, the statistical uncertainty generated by such a small sample (only 6 sites known) limits the result to order-of-magnitude comparisons. When applied to the much larger sample of Escherichia coli promoter sequences, the theory predicts the correlation between in vitro activity (k2KB values) and homology score (closeness to the consensus sequence) observed by Mulligan et al. (1984). The analysis of base-pair frequencies in the promoter sample is consistent with the assumption that base-pairs at different positions in the sites contribute independently to the specific activity, except in a few marginal cases that are discussed. When the promoter sites are ordered according to predicted activities, they seem to conform to the Gaussian distribution that results from a requirement for maximal sequence variability within the constraint of providing a certain average activity. The theory allows us to compare the number of specific sites with a certain activity to the number that would be expected from random occurrence in the genome. While strong promoters are "overspecified", in the sense that their probability of random occurrence is very low, random sequences with weak promoter-like properties are expected to occur in very large numbers. This leads to the conclusion that functional specificity is based on other properties in addition to primary sequence recognition; some possibilities are discussed. Finally, we show that the sequence information, as defined by Schneider et al. (1986), can be used directly (at least in the case of equilibrium binding sites) to estimate the number of protein molecules that are specifically bound at random "pseudosites" in the genome.(ABSTRACT TRUNCATED AT 400 WORDS)     

Mechanism of DNA binding by the ADR1 zinc finger transcription factor as determined by SPR

The ADR1 protein recognizes a six base-pair consensus DNA sequence using two zinc fingers and an adjacent accessory motif. Kinetic measurements were performed on the DNA-binding domain of ADR1 using surface plasmon resonance. Binding by ADR1 was characterized to two known native binding sequences from the ADH2 and CTA1 promoter regions, which differ in two of the six consensus positions. In addition, non-specific binding by ADR1 to a random DNA sequence was measured. ADR1 binds the native sites with nanomolar affinities. Remarkably, ADR1 binds non-specific DNA with affinities only approximately tenfold lower than the native sequences. The specific and non-specific binding affinities are conferred mainly by differences in the association phase of DNA binding. The association rate for the complex is strongly influenced by the proximal accessory region, while the dissociation reaction and specificity of binding are controlled by the two zinc fingers. Binding kinetics of two ADR1 mutants was also examined. ADR1 containing an R91K mutation in the accessory region bound with similar affinity to wild-type, but with slightly less sequence specificity. The R91K mutation was observed to increase binding affinity to a suboptimal sequence by decreasing the complex dissociation rate. L146H, a change-of-specificity mutation at the +3 position of the second zinc finger, bound its preferred sequence with a slightly higher affinity than wild-type. The L146H mutant indicates that beneficial protein-DNA contacts provide similar levels of stabilization to the complex, whether they are hydrogen-bonding or van der Waals interactions.