A theoretical entropy score as a single value to express inhibitor selectivity

Background  

Designing maximally selective ligands that act on individual targets is the dominant paradigm in drug discovery. Poor selectivity can underlie toxicity and side effects in the clinic, and for this reason compound selectivity is increasingly monitored from very early on in the drug discovery process. To make sense of large amounts of profiling data, and to determine when a compound is sufficiently selective, there is a need for a proper quantitative measure of selectivity.     

The K+ battery-regulating Arabidopsis K+ channel AKT2 is under the control of multiple post-translational steps

Potassium (K⁺) is an important nutrient for plants. It serves as a cofactor of various enzymes and as the major inorganic solute maintaining plant cell turgor. In a recent study, an as yet unknown role of K⁺ in plant homeostasis was shown. It was demonstrated that K⁺ gradients in vascular tissues can serve as an energy source for phloem (re)loading processes and that the voltage-gated K⁺ channels of the AKT2-type play a unique role in this process. The AKT2 channel can be converted by phosphorylation of specific serine residues (S210 and S329) into a non-rectifying channel that allows a rapid efflux of K⁺ from the sieve element/companion cells (SE/CC) complex. The energy of this flux is used by other transporters for phloem (re)loading processes. Nonetheless, the results do indicate that post-translational modifications at S210 and S329 alone cannot explain AKT2 regulation. Here, we discuss the existence of multiple post-translational modification steps that work in concert to convert AKT2 from an inward-rectifying into a non-rectifying K⁺ channel.Key words: potassium, channel, potassium channel, AKT2, phloem (re)loading, post-translational modifications, potassium batteryPotassium (K⁺) is the most abundant mineral element in plants, and together with nitrogen and phosphorous, is limiting for plant production in many natural and agricultural habitats. Voltage-gated K⁺ channels are key players in the acquisition of K⁺ ions from the soil and in its redistribution within the plant.¹ Structurally, these channels result from the assembly of four so-called α-subunits. The subunits are encoded by nine genes in Arabidopsis and both homo- and hetero-tetramers are expressed.^2,3 The K⁺ channel α-subunits can be categorized into four different subfamilies, based on the voltage-gating characteristics of the exogenous K⁺ conductance when expressed in an appropriate heterologous expression system. K_in α-subunits form hyperpolarization-activated channels that mediate K⁺ uptake.^4–7 K_out α-subunits form depolarization-activated channels that mediate K⁺ release from cells.^8–10 K_silent subunits appear unable to yield functional homomeric channels, but can combine with K_in subunits and fine-tune the K⁺-uptake properties of the resulting heteromeric channels.^11–14 Finally, K_weak α-subunits form channels with complex voltage-gating; they allow both K⁺ uptake and release.^15–19 In Arabidopsis, a single member is found in this subfamily, AKT2, and this channel can assemble in heteromeric channels with the K_in subunit KAT2.²⁰To date, only scarce and speculative information has been obtained for the function of K_weak channels. When expressed in heterologous expression systems, two different subpopulations of AKT2 channels differing in their sensitivity to voltage were found.²¹ Channels of the first type showed gating properties and currents analogous to that of K_in channels, while the other sort enabled a non-rectified (leak-like) current; they were open over the entire physiological voltage range.A given channel can be converted from one type to the other by post-translational modifications.²¹ A voltage-dependent phosphorylation was found to be an essential step for this switch,^22,23 although the kinase responsible for this conversion still needs to be uncovered.²⁴ In biophysical studies, mutant versions of the Arabidopsis K_weak channel subunit AKT2 have been created that showed impaired gating mode settings.^22,23 Recently, Gajdanowicz et al. generated transgenic Arabidopsis thaliana plants that express these mutant AKT2 channels in the background of the akt2-1 null-allele plant.²⁵ The major conclusion from analyses of these mutants is that the status switching of AKT2 from an inward-rectifying to a non-rectifying channel is crucial for plants to overcome energy-limiting conditions. This function of AKT2 could be correlated to its expression in phloem tissues. Selective expression of AKT2 under the control of the phloem companion cell-specific AtSUC2 promoter rescued the akt2-1 line, but conversely, selective expression of AKT2 under the control of the guard cell-specific GC1 promoter,²⁶ resulted in further impairment of plant growth (Fig. 1). By combining diverse experimental approaches with mathematical simulation methods, an existing model for phloem (re)loading^18,27 was fundamentally improved. This allowed the uncovering of a novel and interesting role of K⁺ in phloem physiology: K⁺ gradients present between the sieve element/companion cell (SE/CC) complex and the apoplast can serve as an energy source in phloem (re)loading processes. This “potassium battery” can be tapped by means of AKT2 regulation. This clarifies the observation of Deeken et al.²⁸ that in AKT2 loss-of-function mutant plants, assimilates leaking away from the sieve tube were not efficiently reloaded into the main phloem stream.Open in a separate windowFigure 1AKT2 expressed only in guard cells delays plant development. (A–C) Representative wild-type, akt2-1 and akt2-1+pGC1:AKT2 complementation plants grown for 7 weeks (A), 9 weeks (B) and 12 weeks (C) under 12-h day/12-h night conditions at normal light intensity (150 µmol m⁻² s⁻¹). (D) akt2-1+pGC1:AKT2 developed a similar number of leaves as the akt2-1 knock out plants, but bolting-time was delayed. (B and E) After 9 weeks, wild-type plants were at an advanced bolting stage, akt2-1 plants had started bolting, but only initial signs of bolting were visible in akt2-1+pGC1:AKT2 plants. (C and F) At 12 weeks, akt2-1 plants had caught up with the wild-type and akt2-1+pGC1:AKT2 was just starting to bolt, although rosette-leaves were showing clear signs of senescence. For the generation of akt2-1+pGC1:AKT2, the AKT2 cDNA was fused to the guard cell-specific GC1 promoter²⁶ kindly provided by J.I. Schroeder, San Diego. The pGC1:AKT2 construct was cloned into pGreen0229-35S by replacing the 35S promoter and then transformed into the akt2-1 knockout plant. All seeds were cold-treated for 24 h at 4°C. Plants were grown on artificial substrate (type GS-90, Einheitserde). After 2 weeks, seedlings were transferred to single pots. Plants were grown in 60% relative humidity at 21°C during the day and 18°C at night. Phenotypical analyses were done in the middle of the day. Data are shown as means ± SD of n ≥ 9 plants. Statistical analyses using Student''s t test: (D, WT/akt2-1: p < 2e-08; D, WT/pGC-AKT2: p < 2e-08; D, akt2-1/pGC-AKT2: p < 5e-03; E, WT/akt2-1: p < 4e-06; E, WT/pGC-AKT2: p < 1e-10; E, akt2-1/pGC-AKT2: p < 5e-04; F, WT/akt2-1: p = 0.51; F, WT/pGC-AKT2: p < 1e-10; F, akt2-1/pGC-AKT2: p < 1e-10).AKT2 expression is especially abundant in phloem tissues and the root stele, both of which are characterized by a poor availability of oxygen.^29,30 This local internal hypoxia impairs respiratory activity of the vascular tissue and concomitantly, respiratory ATP production is reduced.³¹ As a consequence, phloem transport is very susceptible to decreasing oxygen supply to the plant.^29,32 It is therefore comprehensible that the above mentioned support by the K⁺ driving force for sucrose retrieval is especially relevant in the phloem. Indeed Gajdanowicz et al.²⁵ showed that transgenic plants lacking the AKT2 K⁺ channel were severely impaired in growth when exposed to mild hypoxia (10% v:v), whereas growth of wild-type plants was unaffected by this treatment. These observations illustrate the importance of biochemical flexibility in plant cells to cope with the energetic consequences of the steep oxygen concentration gradients that generally occur in plant stems and roots.In fact, the role of K⁺ gradients in driving sugar, amino acid and organic acid transport across plant cell membranes was first suggested several decades ago.^33,34 Experimental evidence for this concept was provided by various tests in which pieces of plant tissue were incubated in solutions with different K⁺ concentrations and pH levels.^33,34 Unfortunately, at that time the lack of genetic information to support this hypothesis (e.g., identifying transporter proteins that could provide a molecular mechanism to explain the working mechanism of substrate transport driven by a K⁺-motive force) resulted in this idea falling into oblivion. Indeed, the unequivocal experimental observation of this new role of K⁺ gradients in phloem reloading is extremely challenging. Under normal experimental conditions, K⁺ fluxes and sucrose fluxes are coupled during phloem loading in source tissues and unloading in sink tissues. Nonetheless, computational simulations predict that under certain conditions, a local K⁺/Suc antiport is also thermodynamically possible. In this antiport system, the energy from the K⁺ gradient is used to transport Suc into the phloem. This process is only transient; flooding the apoplast with K⁺ will decrease the K⁺ gradient. However, the gradient can be maintained for longer if surrounding cells take up the apoplastic K⁺ for their own use. A K⁺/Suc antiport will not occur in obvious sink or source tissues since the energy balances in such cells are fundamentally different. Consequently, in these tissues only the coupled symport of K⁺ and Suc can be observed. However, the computational predictions allowed the identification of the experimental conditions under which the effect of the K⁺/Suc antiport system is empirically observable at the whole plant level.An essential role in the regulation of AKT2 is played by (de)phosphorylation events of serine residues at positions S210 and S329. The replacement of both serines by asparagine (AKT2-S210N-S329N) resulted in a K⁺-selective leak that is locked in a continuously open mode when the channels are expressed in Xenopus oocytes. Under certain conditions, plants expressing the AKT2-S210N-S329N mutation showed growth benefits over wild-type plants; akt2-1+AKT2-S210N-S329N plants reach the generative state faster, possess an increased number of leaves and increased fresh weight (Fig. 2). Intuitively, one would expect a continuously open channel to cause severe problems for the plant, not a benefit as was observed here. We therefore have to postulate that phosphorylation at residues AKT2-S210 and AKT2-S329 is insufficient for converting AKT2 from an inward-rectifying into a non-rectifying channel; other, as yet unknown mechanisms, must contribute to the switch in the AKT2 gating mode. Such a concept would correspond to results that would otherwise be hard to explain. For instance, when both serine residues were replaced by glutamate, the mutant AKT2-S210E-S329E still showed wild-type characteristics.²² The S to E substitution is expected to mimic the phosphorylated state better than the S to N replacement. Furthermore, position AKT2-K197 has a fundamental influence on the AKT2 gating mode.²³ AKT2 mutants with that particular lysine substituted with a serine are far less sensitive towards (de)phosphorylation; they display the characteristics of a pure inward-rectifying K⁺ channel,²³ and transgenic Arabidopsis plants expressing AKT2 channels with this substitution showed the characteristics of akt2-1 knock-out plants.²⁵ Initially, it was proposed that the positive charge is important for sensitizing AKT2 to phosphorylation. However, the charge-conserving mutant AKT2-K197R is similar to the charge inverting mutant AKT2-K197D,²³ a purely inward-rectifying channel (Fig. 3). We therefore need to take into account that in plants, K197 may also be a target of post-translational modification.³⁵ At present, we can explain the beneficial effect of the AKT2-S210N-S329N mutant on plant growth only by a multiple step regulation of AKT2 (Fig. 4). The double-N mutation would then bypass the phosphorylation step, but AKT2-S210N-S329N could still be deregulated into an inward-rectifying channel. Thus, AKT2 can be considered as a highly specialized K_in channel that can be converted into a leak-like channel by a cascade of post-translational modification steps.Open in a separate windowFigure 2Plants expressing the AKT2-S210N-S329N mutant reach the generative state faster than wild-type plants. The mutant channel AKT2-S210N-S329N was expressed under the control of the native AKT2 promoter in the akt2-1 knock-out background. (A) Photos of representative Arabidopsis thaliana plants grown 7 weeks under short day conditions (12-h day/12-h night, light intensity = 150 µE m⁻²s⁻¹). Seven weeks after sowing, plants expressing only AKT2-S210N-S329N mutant channels (n = 22) differed significantly (Student''s t test, p < 4e-05) from wild-type plants (n = 20) in the height of the main inflorescent stalk (B) and fresh weight (C). At later time points, these differences decrease.²⁵Open in a separate windowFigure 3The mutant AKT2-K197R channel is inward-rectifying. Steady-state current-voltage characteristics measured at the end of activation voltage steps. Currents were normalized to the current values measured at −145 mV in 10 mM K⁺ and are shown as means ± SD (n = 6).Open in a separate windowFigure 4Minimal model for AKT2 gating-mode regulation. To switch AKT2 from an inward-rectifying into a non-rectifying channel, at least two post-translational steps are postulated. (1) Phosphorylation at residues AKT2-S210 and AKT2-S329 (transitions [1]→[2] and [3]→[4]) and (2) a yet unknown modification that most likely involves the residue AKT2-K197 (transitions [1]→[3] and [2]→[4]). Only after both modifications will AKT2 allow the efflux of K⁺ (state [4]).     

MicroRNA‐155 prevents necrotic cell death in human cardiomyocyte progenitor cells via targeting RIP1

To improve regeneration of the injured myocardium, cardiomyocyte progenitor cells (CMPCs) have been put forward as a potential cell source for transplantation therapy. Although cell transplantation therapy displayed promising results, many issues need to be addressed before fully appreciating their impact. One of the hurdles is poor graft‐cell survival upon injection, thereby limiting potential beneficial effects. Here, we attempt to improve CMPCs survival by increasing microRNA‐155 (miR‐155) levels, potentially to improve engraftment upon transplantation. Using quantitative PCR, we observed a 4‐fold increase of miR‐155 when CMPCs were exposed to hydrogen‐peroxide stimulation. Flow cytometric analysis of cell viability, apoptosis and necrosis showed that necrosis is the main cause of cell death. Overexpressing miR‐155 in CMPCs revealed that miR‐155 attenuated necrotic cell death by 40 ± 2.3%via targeting receptor interacting protein 1 (RIP1). In addition, inhibiting RIP1, either by pre‐incubating the cells with a RIP1 specific inhibitor, Necrostatin‐1 or siRNA mediated knockdown, reduced necrosis by 38 ± 2.5% and 33 ± 1.9%, respectively. Interestingly, analysing gene expression using a PCR‐array showed that increased miR‐155 levels did not change cell survival and apoptotic related gene expression. By targeting RIP1, miR‐155 repressed necrotic cell death of CMPCs, independent of activation of Akt pro‐survival pathway. MiR‐155 provides the opportunity to block necrosis, a conventionally thought non‐regulated process, and might be a potential novel approach to improve cell engraftment for cell therapy.     

On the origins of nitric oxide

Nitric oxide (NO) is widely recognized for its role as signaling compound. However, the metabolic mechanisms that determine changes in the level of NO in plants are only poorly understood, despite this knowledge being crucial to understanding the signal function of NO. To date, at least seven possible pathways of NO biosynthesis have been described for plants, although the molecular and enzymatic components are resolved for only one of these. Currently, this represents the most significant bottleneck for NO research. In this review, we provide an overview of the multiplicity of NO production and scavenging pathways in plants. Furthermore, we discuss which areas should be focused on in future studies to investigate the origin of fluctuations in the level of NO in plants.     

Renal fibrosis: insight from proteomics in animal models and human disease

Chronic kidney disease (CKD) is the end-point of a number of renal and systemic diseases. The high incidence and financial burden of CKD makes it imperative to diagnose CKD at early stages when therapeutic interventions are far more effective. A key component of CKD is the development of renal fibrosis. Renal fibrosis is a complex process, associated with many cell types and pathways, resulting in structural and functional alterations. Identification of specific biomarkers of renal fibrosis may thus not only help us to understand the pathophysiological mechanisms involved in this process, but also improve diagnosis in the clinic. In this review, the existing literature on proteomic approaches to study renal fibrosis is presented and evaluated. The importance of using animal models along with patient material is discussed and future directions, considered key to this field, are proposed.     

Uremic toxins inhibit transport by breast cancer resistance protein and multidrug resistance protein 4 at clinically relevant concentrations

During chronic kidney disease (CKD), there is a progressive accumulation of toxic solutes due to inadequate renal clearance. Here, the interaction between uremic toxins and two important efflux pumps, viz. multidrug resistance protein 4 (MRP4) and breast cancer resistance protein (BCRP) was investigated. Membrane vesicles isolated from MRP4- or BCRP-overexpressing human embryonic kidney cells were used to study the impact of uremic toxins on substrate specific uptake. Furthermore, the concentrations of various uremic toxins were determined in plasma of CKD patients using high performance liquid chromatography and liquid chromatography/tandem mass spectrometry. Our results show that hippuric acid, indoxyl sulfate and kynurenic acid inhibit MRP4-mediated [(3)H]-methotrexate ([(3)H]-MTX) uptake (calculated Ki values: 2.5 mM, 1 mM, 25 μM, respectively) and BCRP-mediated [(3)H]-estrone sulfate ([(3)H]-E1S) uptake (Ki values: 4 mM, 500 μM and 50 μM, respectively), whereas indole-3-acetic acid and phenylacetic acid reduce [(3)H]-MTX uptake by MRP4 only (Ki value: 2 mM and IC(50) value: 7 mM, respectively). In contrast, p-cresol, p-toluenesulfonic acid, putrescine, oxalate and quinolinic acid did not alter transport mediated by MRP4 or BCRP. In addition, our results show that hippuric acid, indole-3-acetic acid, indoxyl sulfate, kynurenic acid and phenylacetic acid accumulate in plasma of end-stage CKD patients with mean concentrations of 160 μM, 4 μM, 129 μM, 1 μM and 18 μM, respectively. Moreover, calculated Ki values are below the maximal plasma concentrations of the tested toxins. In conclusion, this study shows that several uremic toxins inhibit active transport by MRP4 and BCRP at clinically relevant concentrations.     

Study of camelpox virus pathogenesis in athymic nude mice

Camelpox virus (CMLV) is the closest known orthopoxvirus genetically related to variola virus. So far, CMLV was restricted to camelids but, recently, three human cases of camelpox have been described in India, highlighting the need to pursue research on its pathogenesis, which has been hampered by the lack of small animal models. Here, we confirm that NMRI immunocompetent mice are resistant to intranasal (i.n.) CMLV infection. However, we demonstrate that CMLV induced a severe disease following i.n. challenge of athymic nude mice, which was accompanied with a failure in gaining weight, leading to euthanasia of the animals. On the other hand, intracutaneous (i.c.) infection resulted in disease development without impacting the body weight evolution. CMLV replication in tissues and body fluids was confirmed in the two models. We further analyzed innate immune and B cell responses induced in the spleen and draining lymph nodes after exposure to CMLV. In both models, strong increases in CD11b(+)F4/80(+) macrophages were seen in the spleen, while neutrophils, NK and B cell responses varied between the routes of infection. In the lymph nodes, the magnitude of CD11c(+)CD8α(+) lymphoid and CD11c(+)CD11b(+) myeloid dendritic cell responses increased in i.n. challenged animals. Analysis of cytokine profiles revealed significant increases of interleukin (IL)-6 and IL-18 in the sera of infected animals, while those of other cytokines were similar to uninfected controls. The efficacy of two antivirals (cidofovir or HPMPC, and its 2, 6-diaminopurine analog) was evaluated in both models. HPMPC was the most effective molecule affording 100% protection from morbidity. It appeared that both treatments did not affect immune cell responses or cytokine expression. In conclusion, we demonstrated that immunodeficient mice are permissive for CMLV propagation. These results provide a basis for studying the pathogenesis of CMLV, as well as for evaluating potential antiviral therapies in an immunodeficiency context.     

Novel peptides based on HIV-1 gp120 sequence with homology to chemokines inhibit HIV infection in cell culture

The sequential interaction of the envelope glycoprotein of the human immunodeficiency virus type 1 (HIV-1) with CD4 and certain chemokine coreceptors initiates host cell entry of the virus. The appropriate chemokines have been shown to inhibit viral replication by blocking interaction of the gp120 envelope protein with the coreceptors. We considered the possibility that this interaction involves a motif of the gp120 that may be structurally homologous to the chemokines. In the amino acid sequences of most chemokines there is a Trp residue located at the beginning of the C-terminal α-helix, which is separated by six residues from the fourth Cys residue. The gp120 of all HIV-1 isolates have a similar motif, which includes the C-terminal part of a variable loop 3 (V3) and N-terminal part of a conserved region 3 (C3). Two synthetic peptides, derived from the relevant gp120 sequence inhibited HIV-1 replication in macrophages and T lymphocytes in sequence-dependent manner. The peptides also prevented binding of anti-CXCR4 antibodies to CXCR4, and inhibited the intracellular Ca(2+) influx in response to CXCL12/SDF-1α. Thus these peptides can be used to dissect gp120 interactions with chemokine receptors and could serve as leads for the design of new inhibitors of HIV-1.     

Qualitative and quantitative multiplexed proteomic analysis of complex yeast protein fractions that modulate the assembly of the yeast prion Sup35p

Background

The aggregation of the baker''s yeast prion Sup35p is at the origin of the transmissible [PSI⁺] trait. We and others have shown that molecular chaperones modulate Sup35p aggregation. However, other protein classes might be involved in [PSI⁺] formation.

Results

We designed a functional proteomic study that combines two techniques to identify modulators of Sup35p aggregation and describe the changes associated to [PSI⁺] formation. The first allows measuring the effect of fractionated Saccharomyces cerevisiae cytosolic extracts from [PSI⁺] and [psi⁻] yeast cells on Sup35p assembly. The second is a multiplex qualitative and quantitative comparison of protein composition of active and inactive fractions using a gel-free and label-free LC-MS approach. We identify changes in proteins involved in translation, folding, degradation, oxido-reduction and metabolic processes.

Conclusion

Our functional proteomic study provides the first inventory list of over 300 proteins that directly or indirectly affect Sup35p aggregation and [PSI⁺] formation. Our results highlight the complexity of the cellular changes accompanying [PSI⁺] formation and pave the way for in vitro studies aimed to document the effect of individual and/or combinations of proteins identified here, susceptible of affecting Sup35p assembly.