Combining Evolutionary Information and an Iterative Sampling Strategy for Accurate Protein Structure Prediction

Recent work has shown that the accuracy of ab initio structure prediction can be significantly improved by integrating evolutionary information in form of intra-protein residue-residue contacts. Following this seminal result, much effort is put into the improvement of contact predictions. However, there is also a substantial need to develop structure prediction protocols tailored to the type of restraints gained by contact predictions. Here, we present a structure prediction protocol that combines evolutionary information with the resolution-adapted structural recombination approach of Rosetta, called RASREC. Compared to the classic Rosetta ab initio protocol, RASREC achieves improved sampling, better convergence and higher robustness against incorrect distance restraints, making it the ideal sampling strategy for the stated problem. To demonstrate the accuracy of our protocol, we tested the approach on a diverse set of 28 globular proteins. Our method is able to converge for 26 out of the 28 targets and improves the average TM-score of the entire benchmark set from 0.55 to 0.72 when compared to the top ranked models obtained by the EVFold web server using identical contact predictions. Using a smaller benchmark, we furthermore show that the prediction accuracy of our method is only slightly reduced when the contact prediction accuracy is comparatively low. This observation is of special interest for protein sequences that only have a limited number of homologs.     

A Multistep High-Content Screening Approach to Identify Novel Functionally Relevant Target Genes in Pancreatic Cancer

In order to foster the systematic identification of novel genes with important functional roles in pancreatic cancer, we have devised a multi-stage screening strategy to provide a rational basis for the selection of highly relevant novel candidate genes based on the results of functional high-content analyses. The workflow comprised three consecutive stages: 1) serial gene expression profiling analyses of primary human pancreatic tissues as well as a number of in vivo and in vitro models of tumor-relevant characteristics in order to identify genes with conspicuous expression patterns; 2) use of ‘reverse transfection array’ technology for large-scale parallelized functional analyses of potential candidate genes in cell-based assays; and 3) selection of individual candidate genes for further in-depth examination of their cellular roles. A total of 14 genes, among them 8 from “druggable” gene families, were classified as high priority candidates for individual functional characterization. As an example to demonstrate the validity of the approach, comprehensive functional data on candidate gene ADRBK1/GRK2, which has previously not been implicated in pancreatic cancer, is presented.     

Fattening strategies of wintering great tits support the optimal body mass hypothesis under conditions of extremely low ambient temperature

1.  In a seasonal environment, subcutaneous energy reserves of resident animals often increase in winter and decline again in summer reflecting gradual seasonal changes in their fattening strategies. We studied changes in body reserves of wintering great tits in relation to their dominance status under two contrasting temperature regimes to see whether individuals are capable of optimizing their body mass even under extreme environmental conditions.
2.  We predicted that dominant individuals will carry a lesser amount of body reserves than subordinate great tits under mild conditions and that the body reserves of the same dominant individuals will increase and exceed the amount of reserves of subordinates under conditions of extremely low ambient temperatures, when ambient temperature dropped down to −37 °C.
3.  The results confirmed the predictions showing that dominant great tits responded to the rising risk of starvation under low temperatures by increasing their body reserves and this was done at the expense of their safety.
4.  Removal experiments revealed that lower body reserves of subordinate flock members are due to the increased intraspecific competition for food under low ambient temperatures.
5.  Our results also showed that fattening strategies of great tits may change much quicker than previously considered, reflecting an adaptive role of winter fattening which is sensitive to changes in ambient temperatures.     

Tissue and data archives from irradiation experiments conducted at Argonne National Laboratory over a period of four decades

Irradiation experiments conducted on dogs and mice at Argonne National Laboratory, IL between 1952 and 1992 led to creation of archives of paraffin-embedded tissues accompanied by extensive datasets with gross pathology and histopathology information. Over the past 40 years, these data were investigated computationally, using different statistical approaches. Embedded tissues are used to this day as a source of genomic and mitochondrial DNA for quantitative PCR amplification. Data and paraffin block sections are available upon request—interested researchers should visit the Websites for dog and for mouse archive.     

Scanning chimeragenesis: the approach used to change the substrate selectivity of fatty acid monooxygenase CYP102A1 to that of terpene ω-hydroxylase CYP4C7

CYP102A1 is a highly active, water-soluble, bacterial monooxygenase enzyme that contains both substrate-binding heme and diflavin reductase subunits, both in a single polypeptide. Recently we developed a procedure which uses the known structure of the substrate-bound heme domain of CYP102A1 and its sequence homology with a cytochrome P450 of unknown structure, both of which react with a common substrate but produce different products, to create recombinant enzymes which have substrate selectivity different from that of CYP102A1, and produce the product of the enzyme of unknown structure. Insect CYP4C7, a terpene hydroxylase from the cockroach, was chosen as the cytochrome P450 of unknown structure, and farnesol was chosen as the substrate. CYP102A1 oxidizes farnesol to three products (2,3-epoxyfarnesol, 10,11-epoxyfarnesol, and 9-hydroxyfarnesol), whereas CYP4C7 produces 12-hydroxyfarnesol as the major product. In earlier work it was found that the chimera C(78-82,F87L) showed a change in substrate selectivity from fatty acids to farnesol, and was approximately sixfold more active than wild-type CYP102A1 (Chen et al. in J Biol Inorg Chem 13:813–824, 2008), but neither it nor any other earlier chimera produced 12-hydroxyfarnesol. In this work we added amino acid residues 327–332, to create six new full-length, functional chimeric proteins. Four of these, the most active of which was C(78-82,F87L,328-330), produce 12-hydroxyfarnesol as the major product, with approximately twofold increase in turnover number as compared with wild-type CYP102A1 toward farnesol. Methylfarnesoate was metabolized to 12-hydroxymethylfarnesoate (70%) and 10,11-epoxymethylfarnesoate (juvenile hormone III) (30%). The latter is metabolized to 65% 12-hydroxy-10,11-epoxymethylfarnesoate and 35% 15-hydroxy-10,11-epoxymethylfarnesoate. Substitution of residues 328–330, APA, by VPL was crucial to accomplishing this change in product.     

Preclinical in vitro screening of newly synthesised amidino substituted benzimidazoles and benzothiazoles

Newly synthesised benzimidazole/benzotiazole derivatives bearing amidino, namely 3,4,5,6-tetrahydropyrimidin-1-ium chloride, substituents have been evaluated for their potential antitumor activity in vitro. Compounds and standard drugs (doxorubicin, staurosporine and vandetanib) were tested on three human lung cancer cell lines A549, HCC827 and NCI-H358. We tested compounds in MTS citotoxicity assay and in BrdU proliferative assay performed on 2 D and 3 D assay format. Because benzmidazole scaffold is similar to natural purines, we tested the most active compounds for ability to induce cell apoptosis of A549 by binding to DNA in comparison with doxorubicin and saturosporine. Additionally, the ADME properties of the most active benzothiazole/benzimidazole and non-active compounds were determined to see if the different ADME properties are the cause of different activity in 2 D and 3 D assays, as well as to see if the tested active compounds have drug like properties and potency for further profilation. ADME characterisation included solubility, lipophilicity, permeability, metabolic stability and binding to plasma proteins. In general, the benzothiazole derivatives were more active in comparison to their benzimidazole analogues. The exception was 2-phenyl substituted benzimidazole 6a being active with very pronounced activity especially towards HCC827 cells. All active compounds have similar mode of action on A549 cell line as standard compound doxorubicin, which binds to nucleic acids with the DNA double helix. Tested active benzothiazole compounds were characterised by moderate to good solubility, good metabolic stability, low permeability and high binding to plasma proteins. One tested active benzimidazole derivative showed ADME properties, but lower lipophilicity resulted in low PPB and higher metabolic instability. In addition, no significant difference was observed in ADME profile between active and non-active compounds.     

Barks of Three Wild Pyrus Taxa: Phenolic Constituents,Antioxidant Activity,and in Vitro and in Silico Investigations of α-Amylase and α-Glucosidase Inhibition

Dry MeOH extracts of the twig barks of Pyrus communis subsp. pyraster, P. spinosa and their hybrid P.×jordanovii nothosubsp. velenovskyi, collected in wild in Serbia, were analyzed. By LC/MS, the contents of arbutin (99.9–131.0 mg/g), chlorogenic acid (2.2–6.3 mg/g), catechin (1.0–5.3 mg/g) and total dimeric and trimeric procyanidins (42.2–61.3 mg/g), including procyanidin B2 (8.9–17.2 mg/g), were determined. Colorimetrically, high contents of total phenolics (436.2–533.4 mg GAE/g) and tannins (339.4–425.7 mg GAE/g), as well as strong total antioxidant activities (FRAP values 4.5–5.9 mmol Fe²⁺/g), and DPPH (SC₅₀=6.6–7.1 μg/ml) and hydroxyl radical (SC₅₀=447.1–727.7 μg/ml) scavenging abilities were revealed. In vitro, all extracts exhibited notable inhibition of α-amylase (IC₅₀=310.8–617.7 μg/ml) and particularly strong inhibition of α-glucosidase (IC₅₀=2.1–3.7 μg/ml). Molecular docking predicted that among identified compounds procyanidin B2 is the best inhibitor of these carbohydrate-digesting enzymes. Obtained results showed that the barks of investigated Pyrus hybrid and its parent taxa have similar composition and bioactivity.     

Identifying subgroups of age and cohort effects in obesity prevalence

The obesity epidemic represents an important public health issue in the United States. Studying obesity trends across age groups over time helps to identify crucial relationships between the disease and medical treatment allowing for the development of effective prevention policies. We aim to define subgroups of age and cohort effects in obesity prevalence over time by considering an optimization approach applied to the age‐period‐cohort (APC) model. We consider a heterogeneous regression problem where the regression coefficients are age dependent and belong to subgroups with unknown grouping information. Using the APC model, we apply the alternating direction method of multipliers (ADMM) algorithm to develop a two‐step algorithm for (1) subgrouping of cohort effects based on similar characteristics and (2) subgrouping age effects over time. The proposed clustering approach is illustrated for the United States population, aged 18–79, during the period 1990–2017.     

Basidiomycetes harbour a hidden treasure of proteolytic diversity

This survey is the first to investigate the proteolytic potential of a large number of basidiomycetes. Aqueous extracts of 43 basidiomycetes were investigated for their content of proteolytic activities, using gelatin zymography. The activities were characterised qualitatively using class specific inhibitors. All four catalytic classes of proteases were present, with 4% of all activities classified as aspartic, 5% as cysteine, 6% as metallo and 22% as serine proteases, while the remaining activities could not be assigned unambiguously. The majority of the latter were not inhibited by any of the inhibitors used and were termed insensitive. Different proteolytic activities are evenly distributed among members of all orders of basidiomycetes, although some taxa are a richer source of proteases than others. A significant number of the cysteine protease activities shown here have not previously been reported in basidiomycetes. The fungal cysteine and serine protease inhibitors, clitocypin and CNSPI (Clitocybe nebularis serine protease inhibitor), both inhibited a number of activities and even a few activities that were otherwise insensitive to all other inhibitors used, hence indicating their potential for a regulatory role. The number and diversity of proteases in basidiomycetes are seen to be remarkable and encourage further investigation.