NLStradamus: a simple Hidden Markov Model for nuclear localization signal prediction

Background  

Nuclear localization signals (NLSs) are stretches of residues within a protein that are important for the regulated nuclear import of the protein. Of the many import pathways that exist in yeast, the best characterized is termed the 'classical' NLS pathway. The classical NLS contains specific patterns of basic residues and computational methods have been designed to predict the location of these motifs on proteins. The consensus sequences, or patterns, for the other import pathways are less well-understood.     

Limiting concentrations of activated mononucleotides necessary for poly(C)-directed elongation of oligoguanylates

Summary Selected imidazolide-activated nucleotides have been subjected to hydrolysis under conditions similar to those that favor their template-directed oligomerization. Rate constants of hydrolysis of the P–N bond in guanosine 5-monophosphate 2-methylimidazolide (2-MeImpG) and in guanosine 5-monophosphate imidazolide (ImpG), k_h, have been determined in the presence/absence of magnesium ion as a function of temperature and polycytidylate [poly(C)] concentration. Using the rate constant of hydrolysis of 2-MeImpG and the rate constant of elongation, i.e., the reaction of an oligoguanylate with 2-MeImpG in the presence of poly(C) acting as template, the limiting concentration of 2-MeImpG necessary for oligonucleotide elongation to compete with hydrolysis can be calculated. The limiting concentration is defined as the initial concentration of monomer that results in its equal consumption by hydrolysis and by elongation. These limiting concentrations of 2-MeImpG are found to be 1.7 mM at 37°C and 0.36 mM at 1°C. Boundary conditions in the form of limiting concentration of activated nucleotide may be used to evaluate a prebiotic model for chemical synthesis of biopolymers. For instance, the limiting concentration of monomer can be used as a basis of comparison among catalytic, but nonenzymatic, RNA-type systems.We also determined the rate constant of dimerization of 2-MeImpG, k₂=0.45±0.06 M^–1 h^–1 in the absence of poly(C), and 0.45±0.06k₂0.97±0.13 M^–1 h^–1 in its presence at 37°C and pH 7.95. This dimerization, as well as the trimerization of 2-MeImpG, which represent the first steps in the oligomerization reaction, are markedly slower than the elongation of longer oligoguanylates, (pG) _n n>6. This means that in the presence of low concentrations of 2-MeImpG (1.7 mM) the system directs the elongation of longer oligomers more efficiently than the formation of short oligomers such as dimers and trimers. These results will be discussed as a possible example of chemical selection in template-directed reactions of nucleotides.     

Theoretical study of hydrogenation of the doubly aromatic B 7 − cluster

We have studied the influence of hydrogenation on the relative stability of the low-lying isomers of the anionic B₇⁻ cluster, computationally. It is known that the pure-boron B₇⁻ cluster has a doubly (σ- and π-) aromatic C_6v (³A₁) quasi-planar wheel-type triplet global minimum (structure 1), a low-lying σ-aromatic and π-antiaromatic quasi-planar singlet C_2v (¹A₁) isomer 2 (0.7 kcal mol⁻¹ above the global minimum), and a planar doubly (σ- and π-) antiaromatic C_2v (¹A₁) isomer 3 (7.8 kcal mol⁻¹ above the global minimum). However, upon hydrogenation, an inversion in the stability of the species occurs. The planar B₇H₂⁻ (C_2v, ¹A₁) isomer 4, originated from the addition of two hydrogen atoms to the doubly antiaromatic B₇⁻ isomer 3, becomes the global minimum structure. The second most stable B₇H₂⁻ isomer 5, originated from the quasi-planar triplet wheel isomer 1 of B₇⁻, was found to be 27 kcal mol⁻¹ higher in energy. The inversion in stability occurs due to the loss of the doubly aromatic character in the wheel-type global minimum isomer (C_6v, ³A₁) of B₇⁻ upon H₂−addition. In contrast, the planar isomer of B₇⁻ (C_2v, ¹A₁) gains aromatic character upon addition of two hydrogen atoms, which makes it more stable. Figure The B₇H₂-global minimum structure and its σ-aromatic and π-antiaromatic MOs Dedicated to Professor Dr. Paul von Ragué Schleyer on the occasion of his 75th birthday.     

Relative Reactivity of Ribosyl 2′-OH vs. 3′-OH in Concentrated Aqueous Solutions of Phosphoimidazolide Activated Nucleotides

Phosphoimidazolide activated ribomononucleotides (*pN, see structure) are useful substrates for the non-enzymatic synthesis of oligonucleotides. In the presence of metal ions, aqueous solutions of *pN yield primarily the two internucleotide-linked (pN^2'pN and pN^3'pN) and the pyrophosphate-linked (N^5'ppN) dimers. Small amounts of cyclic dimers and higher oligomers are also produced. In this study the relative reactivity of 2-OH vs. 3-OH was determined from the ratio of the yields of pN^2'pN vs. pN^3'pN. Experiments were performed at 23 °C in the range 7.2 pH 8.4 with substrates that differ in nucleobase (guanosine (G), cytidine (C), uridine (U), and adenosine (A)) and leaving group (imidazole (Im), 2-methylimidazole (2-MeIm) and 2,4-dimethylimidazole (2,4-diMeIm)). Two metal ions (Mg²⁺ or Mn²⁺) were employed as catalysts. The conditions used here, i.e. a substrate concentration in the range 0.1 M to 1.0 M and metal ion concentration in the range 0.05 M to 0.2 M, favor base-stacking interactions. The ratio pN^2'pN: pN^3'pN = 2-5: 3-5 was found independent of nucleobase and typically varied between 2 to 3 indicating that the 2-OH is about 2 to 3 times more reactive than the 3-OH. *pN with Im, compared to 2-MeIm and 2,4-diMeIm leaving group, produce lower yields of internucleotide linked dimers, and a higher pN^2'pN: pN^3'pN ratio. Trends in the data, observed with all three leaving groups, suggest an increase in pN^2'pN: pN^3'pN ratio with decreasing substrate concentration (up to 5.47 with 0.051 M ImpG). The observations are in accord with earlier studies reporting a relative reactivity 2'-5': 3'-5'= 6 to 9 obtained with Im as the leaving group, in dilute nucleotide solutions and under conditions that disfavor stacking. It is speculated that the concentration induced change in the relative reactivity is the result of self-association via base-stacking that enhances selectively the proximity of the 3-OH of one molecule to the reactive P-N bond of an other molecule. The implication of these conclusions for oligomerization/ligation reactions is discussed.     

A method for measuring binding constants using unpurified in vivo biotinylated ligands

Obtaining accurate kinetics and steady-state binding constants for biomolecular interactions normally requires pure and homogeneous protein preparations. Furthermore, in many cases, one of the ligands must be labeled. Over the past decade, several technologies have been introduced that allow for the measurement of kinetics constants for multiple different interactions in parallel. One such technology is bio-layer interferometry (BLI), which has been used to develop systems that can measure up to 96 biomolecular interactions simultaneously. However, despite the ever-increasing throughput of the tools available for measuring protein–protein interactions, the preparation of pure protein still remains a bottleneck in the process of producing high-quality kinetics data. Here, we show that high-quality binding data can be obtained using soluble lysate fractions containing protein that has been biotinylated in vivo using BirA and then applied to BLI sensors without further purification. Furthermore, we show that BirA ligase does not necessarily need to be co-overexpressed with the protein of interest for biotinylation of the biotin acceptor peptide to occur, suggesting that the activity of endogenous BirA in Escherichia coli is sufficient for producing enough biotinylated protein for a binding experiment.     

Osmium-Based Pyrimidine Contrast Tags for Enhanced Nanopore-Based DNA Base Discrimination

Nanopores are a promising platform in next generation DNA sequencing. In this platform, an individual DNA strand is threaded into nanopore using an electric field, and enzyme-based ratcheting is used to move the strand through the detector. During this process the residual ion current through the pore is measured, which exhibits unique levels for different base combinations inside the pore. While this approach has shown great promise, accuracy is not optimal because the four bases are chemically comparable to one another, leading to small differences in current obstruction. Nucleobase-specific chemical tagging can be a viable approach to enhancing the contrast between different bases in the sequence. Herein we show that covalent modification of one or both of the pyrimidine bases by an osmium bipyridine complex leads to measureable differences in the blockade amplitudes of DNA molecules. We qualitatively determine the degree of osmylation of a DNA strand by passing it through a solid-state nanopore, and are thus able to gauge T and C base content. In addition, we show that osmium bipyridine reacts with dsDNA, leading to substantially different current blockade levels than exhibited for bare dsDNA. This work serves as a proof of principle for nanopore sequencing and mapping via base-specific DNA osmylation.