A major bottleneck in protein structure prediction is the selection of correct models from a pool of decoys. Relative activities of ∼1,200 individual single-site mutants in a saturation library of the bacterial toxin CcdB were estimated by determining their relative populations using deep sequencing. This phenotypic information was used to define an empirical score for each residue (RankScore), which correlated with the residue depth, and identify active-site residues. Using these correlations, ∼98% of correct models of CcdB (RMSD ≤ 4Å) were identified from a large set of decoys. The model-discrimination methodology was further validated on eleven different monomeric proteins using simulated RankScore values. The methodology is also a rapid, accurate way to obtain relative activities of each mutant in a large pool and derive sequence-structure-function relationships without protein isolation or characterization. It can be applied to any system in which mutational effects can be monitored by a phenotypic readout.

The secretory pathway of eukaryotic cells packages cargo proteins into COPII-coated vesicles for transport from the endoplasmic reticulum (ER) to the Golgi. We now report that complete genetic deficiency for the COPII component SEC24A is compatible with normal survival and development in the mouse, despite the fundamental role of SEC24 in COPII vesicle formation and cargo recruitment. However, these animals exhibit markedly reduced plasma cholesterol, with mutations in Apoe and Ldlr epistatic to Sec24a, suggesting a receptor-mediated lipoprotein clearance mechanism. Consistent with these data, hepatic LDLR levels are up-regulated in SEC24A-deficient cells as a consequence of specific dependence of PCSK9, a negative regulator of LDLR, on SEC24A for efficient exit from the ER. Our findings also identify partial overlap in cargo selectivity between SEC24A and SEC24B, suggesting a previously unappreciated heterogeneity in the recruitment of secretory proteins to the COPII vesicles that extends to soluble as well as trans-membrane cargoes.DOI: http://dx.doi.org/10.7554/eLife.00444.001

The protein CcdB (controller of cell division or death B) is an F-plasmid-encoded toxin that acts as an inhibitor of Escherichia coli DNA gyrase. The stability and aggregation state of CcdB have been characterized as a function of pH and temperature. Size-exclusion chromatography revealed that the protein is a dimer at pH 7.0, but a monomer at pH 4.0. CD analysis and fluorescence spectroscopy showed that the monomer is well folded, and has similar tertiary structure to the dimer. Hence intersubunit interactions are not required for folding of individual subunits. The stability of both forms was characterized by isothermal denaturant unfolding and calorimetry. The free energies of unfolding were found to be 9.2 kcal x mol(-1) (1 cal approximately 4.184 J) and 21 kcal x mol(-1) at 298 K for the monomer and dimer respectively. The denaturant concentration at which one-half of the protein molecules are unfolded (C(m)) of the dimer is dependent on protein concentration, whereas the C(m) of the monomer is independent of protein concentration, as expected. Although thermal unfolding of the protein in aqueous solution is irreversible at neutral pH, it was found that thermal unfolding is reversible in the presence of GdmCl (guanidinium chloride). Differential scanning calorimetry in the presence of low concentrations of GdmCl in combination with isothermal denaturation melts as a function of temperature were used to derive the stability curve for the protein. The value of Delta C (p) (representing the change in excess heat capacity upon protein denaturation) is 2.8+/-0.2 kcal x mol(-1) x K(-1) for unfolding of dimeric CcdB, and only has a weak dependence on denaturant concentration.

Every residue of the 101-aa Escherichia coli toxin CcdB was substituted with Ala, Asp, Glu, Lys, and Arg by using site-directed mutagenesis. The activity of each mutant in vivo was characterized as a function of Controller of Cell Division or Death B protein (CcdB) transcriptional level. The mutation data suggest that an accessibility value of 5% is an appropriate cutoff for definition of buried residues. At all buried positions, introduction of Asp results in an inactive phenotype at all CcdB transcriptional levels. The average amount of destabilization upon substitution at buried positions decreases in the order Asp>Glu>Lys>Arg>Ala. Asp substitutions at buried sites in two other proteins, maltose-binding protein and thioredoxin, also were shown to be severely destabilizing. Ala and Asp scanning mutagenesis, in combination with dose-dependent expression phenotypes, was shown to yield important information on protein structure and activity. These results also suggest that such scanning mutagenesis data can be used to rank order sequence alignments and their corresponding homology models, as well as to distinguish between correct and incorrect structural alignments. With continuous reductions in oligonucleotide costs and increasingly efficient site-directed mutagenesis procedures, comprehensive scanning mutagenesis experiments for small proteins͞domains are quite feasible.accessibility ͉ aspartate ͉ scanning mutagenesis ͉ phenotype

Temperature sensitive (ts) mutants are widely used to reversibly modulate protein function in vivo and to understand functions of essential genes. Despite this, little is known about the protein structural features and mechanisms responsible for generating a ts phenotype. Also, such mutants are often difficult to isolate, limiting their use. In this study, a library consisting of 75% of all possible single-site mutants of the 101-residue, homodimeric Escherichia coli toxin CcdB was constructed. Mutants were characterized in terms of their activity at two different temperatures and at six different expression levels. Of the total of 1430 single-site mutants that were screened, 231 (16%) mutants showed a ts phenotype. The bulk of these consisted of 120 ts mutants found at all 22 buried sites and 34 ts mutants at all seven active site residues involved in binding DNA gyrase. Of the remaining ts mutants, 16 were found at residues in van der Waals contact with active site residues, 36 were at partially buried residues, and 30 resulted from introduction of Pro. Thus virtually all ts mutants could be rationalized in terms of the structure of the native protein and without knowledge of folding pathways. Data were analyzed to obtain insights into molecular features responsible for the ts phenotype and to outline structure- and sequence-based criteria for designing ts mutants of any globular protein. The criteria were validated by successful prediction of ts mutants of three other unrelated proteins, TBP, T4 lysozyme, and Gal4.