Search

Background: We applied mathematical models to clinical trial data available at Project Data Sphere LLC (Cary, NC, USA), a non-profit universal access data-sharing warehouse. Our aim was to assess the rates of cancer growth and regression using the comparator groups of eight randomised clinical trials that enrolled patients with metastatic castration-resistant prostate cancer., Methods: In this retrospective analysis, we used data from eight randomised clinical trials with metastatic castration-resistant prostate cancer to estimate the growth (g) and regression (d) rates of disease burden over time. Rates were obtained by applying mathematical models to prostate-specific antigen levels as the representation of tumour quantity. Rates were compared between study interventions (prednisone, mitoxantrone, and docetaxel) and off-treatment data when on-study treatment had been discontinued to understand disease behaviour during treatment and after discontinuation. Growth (g) was examined for association with a traditional endpoint (overall survival) and for its potential use as an endpoint to reduce sample size in clinical trials., Findings: Estimates for g, d, or both were obtained in 2353 (88%) of 2678 patients with data available for analysis; g differentiated docetaxel (a US Food and Drug Administration-approved therapy) from prednisone and mitoxantrone and was predictive of overall survival in a landmark analysis at 8 months. A simulated sample size analysis, in which g was used as the endpoint, compared docetaxel data with mitoxantrone data and showed that small sample sizes were sufficient to achieve 80% power (16, 47, and 25 patients, respectively, in the three docetaxel comparator groups). Similar results were found when the mitoxantrone data were compared with the prednisone data (41, 39, and 41 patients in the three mitoxantrone comparator groups). Finally, after discontinuation of docetaxel therapy, median tumour growth (g) increased by nearly five times., Interpretation: The application of mathematical models to existing clinical data allowed estimation of rates of growth and regression that provided new insights in metastatic castration-resistant prostate cancer. The availability of clinical data through initiatives such as Project Data Sphere, when combined with innovative modelling techniques, could greatly enhance our understanding of how cancer responds to treatment, and accelerate the productivity of clinical development programmes., Funding: None., (Copyright © 2017 Elsevier Ltd. All rights reserved.)

Mutations in the chloroquine resistance transporter (PfCRT) are the primary determinant of chloroquine (CQ) resistance in the malaria parasite Plasmodium falciparum. A number of distinct PfCRT haplotypes, containing between 4 and 10 mutations, have given rise to CQ resistance in different parts of the world. Here we present a detailed molecular analysis of the number of mutations (and the order of addition) required to confer CQ transport activity upon the PfCRT as well as a kinetic characterization of diverse forms of PfCRT. We measured the ability of more than 100 variants of PfCRT to transport CQ when expressed at the surface of Xenopus laevis oocytes. Multiple mutational pathways led to saturable CQ transport via PfCRT, but these could be separated into two main lineages. Moreover, the attainment of full activity followed a rigid process in which mutations had to be added in a specific order to avoid reductions in CQ transport activity. A minimum of two mutations sufficed for (low) CQ transport activity, and as few as four conferred full activity. The finding that diverse PfCRT variants are all limited in their capacity to transport CQ suggests that resistance could be overcome by reoptimizing the CQ dosage.

Resistance to quinoline antimalarial drugs has emerged in different parts of the world and involves sets of discrete mutational changes in pfcrt and pfmdr1 in the human malaria parasite Plasmodium falciparum. To better understand how the different polymorphic haplotypes of pfmdr1 and pfcrt contribute to drug resistance, we have conducted a linkage analysis in the F1 progeny of a genetic cross where we assess both the susceptibility and the amount of accumulation of chloroquine, amodiaquine, quinine and quinidine. Our data show that the different pfcrt and pfmdr1 haplotypes confer drug-specific responses which, depending on the drug, may affect drug accumulation or susceptibility or both. These findings suggest that PfCRT and PfMDR1 are carriers of antimalarial drugs, but that the interaction with a drug interferes with the carriers' natural transport function such that they are now themselves targets of these drugs. How well a mutant PfCRT and PfMDR1 type copes with its competing transport functions is determined by its specific sets of amino acid substitutions., (© 2011 Blackwell Publishing Ltd.)

Drug resistance represents a major obstacle in the radical control of malaria. Drug resistance can arise in many different ways, but recent developments highlight the importance of mutations in transporter molecules as being major contributors to drug resistance in the human malaria parasite Plasmodium falciparum. While approximately 2.5% of the P. falciparum genome encodes membrane transporters, this review concentrates on three transporters, namely the chloroquine resistance transporter PfCRT, the multi-drug resistance transporter 1 PfMDR1, and the multi-drug resistance-associated protein PfMRP, which have been strongly associated with resistance to the major antimalarial drugs. The studies that identified these entities as contributors to resistance, and the possible molecular mechanisms that can bring about this phenotype, are discussed. A deep understanding of the underpinning mechanisms, and of the structural specificities of the players themselves, is a necessary basis for the development of the new drugs that will be needed for the future armamentarium against malaria., (Copyright 2010 Australian Society for Parasitology Inc. Published by Elsevier Ltd. All rights reserved.)

Virulence and drug resistance are traits that pathogens can acquire independently, albeit these traits can influence each other. A recent publication has reported on the co-evolution of virulence and pyrimethamine resistance in malaria parasites. Here, we discuss this finding in the context of the folate biosynthesis pathway and explain how mutational changes in this pathway can affect both parasite replication rates and the development of drug resistance.

Resistance to several anti-malarial drugs has been associated with polymorphisms within the P-glycoprotein homologue (Pgh-1, PfMDR1) of the human malaria parasite Plasmodium falciparum. Pgh-1, coded for by the gene pfmdr1, is predominately located at the membrane of the parasite's digestive vacuole. How polymorphisms within this transporter mediate alter anti-malarial drug responsiveness has remained obscure. Here we have functionally expressed pfmdr1 in Xenopus laevis oocytes. Our data demonstrate that Pgh-1 transports vinblastine, an established substrate of mammalian MDR1, and the anti-malarial drugs halofantrine, quinine and chloroquine. Importantly, polymorphisms within Pgh-1 alter the substrate specificity for the anti-malarial drugs. Wild-type Pgh-1 transports quinine and chloroquine, but not halofantrine, whereas polymorphic Pgh-1 variants, associated with altered drug responsivenesses, transport halofantrine but not quinine and chloroquine. Our data further suggest that quinine acts as an inhibitor of Pgh-1. Our data are discussed in terms of the model that Pgh-1-mediates, in a variant-specific manner, import of certain drugs into the P. falciparum digestive vacuole, and that this contributes to accumulation of, and susceptibility to, the drug in question.

Although quinine, the active ingredient of chinchona bark, has been used in the treatment of malaria for several centuries, there is little information regarding the interactions of this drug with the human malaria parasite Plasmodium falciparum. To better understand quinine's mode of action and the mechanism underpinning reduced responsiveness, we have investigated the factors that contribute to quinine accumulation by parasites that differ in their susceptibility to quinine. Interestingly, passive distribution, in accordance with the intracellular pH gradients, and intracellular binding could account for only a small fraction of the high amount of quinine accumulated by the parasites investigated. The results of trans-stimulation kinetics suggest that high accumulation of quinine is brought about by a carrier-mediated import system. This import system seems to be weakened in parasites with reduced quinine susceptibility. Other data show that polymorphisms within PfCRT are causatively linked with an increased verapamil-sensitive quinine efflux that, depending on the genetic background, resulted in reduced quinine accumulation. The polymorphisms within PfMDR1 investigated did not affect quinine accumulation. Our data are consistent with the model that several factors, including acidotropic trapping, binding to intracellular sites and carrier-mediated import and export transport systems, contribute to steady-state intracellular quinine accumulation.

Chloroquine (CQ), an antimalarial drug with a long history, now frequently fails in the field owing to the rapid spread of resistant Plasmodium falciparum strains. CQ resistance is linked to a K76T mutation in PfCRT, a membrane-located food vacuolar protein and member of the drug-metabolite transporter superfamily, but there is as yet no agreed mechanism of how mutated PfCRT brings about CQ resistance. Current models suggest that mutated PfCRT acts either as a channel or a transporter of CQ, enabling CQ to leave the digestive food vacuole of the parasite, in which the CQ accumulates. Here, we review the pros and cons of the carrier and transporter models in light of recent developments in the field.

The mechanism underpinning chloroquine drug resistance in the human malarial parasite Plasmodium falciparum has remained controversial. Currently discussed models include a carrier or a channel for chloroquine, the former actively expelling the drug, the latter facilitating its passive diffusion, out of the parasite's food vacuole, where chloroquine accumulates and inhibits haem detoxification. Here we have challenged both models using an established trans-stimulation efflux protocol. While carriers may demonstrate trans-stimulation, channels do not. Our data reveal that extracellular chloroquine stimulates chloroquine efflux in the presence and absence of metabolic energy in both chloroquine-sensitive and -resistant parasites, resulting in a hyperbolic increase in the apparent initial efflux rates as the concentration of external chloroquine increases. In the absence of metabolic energy, the apparent initial efflux rates were comparable in both parasites. Significant differences were only observed in the presence of metabolic energy, where consistently higher apparent initial efflux rates were found in chloroquine-resistant parasites. As trans-stimulation is characteristic of a carrier, and not a channel, we interpret our data in favour of a carrier for chloroquine being present in both chloroquine-sensitive and -resistant parasites, however, with different transport modalities.

Resistance to the antimalarial drug chloroquine has been linked with polymorphisms within a gene termed pfcrt in the human malarial parasite Plasmodium falciparum, yet the mechanism by which this gene confers the reduced drug accumulation phenotype associated with resistance is largely unknown. To investigate the role of pfcrt in mediating chloroquine resistance, we challenged P. falciparum clones differing only in their pfcrt allelic form with the "varying-trans" procedure. In this procedure, movement of labeled substrate across a membrane is measured when unlabeled substrate is present on the trans side of the membrane. If a transporter is mediating the substrate flow, a stimulation of cis-to-trans movement may be observed with increasing concentrations of trans substrate. We present evidence for an association of those pfcrt alleles found in chloroquine-resistant P. falciparum strains with the phenomenon of stimulated chloroquine accumulation under varying-trans conditions. Such an association is not seen with polymorphisms within pfmdr1, which encodes a homologue of the human multidrug resistance efflux pump. Our data are interpreted in terms of a model in which pfcrt is directly or indirectly involved in carrier-mediated chloroquine efflux from resistant cells.

Intraerythrocytic malaria parasites induce considerable change in the permeability of the membrane of their host cell. Using classical techniques of radiolabel uptake and iso-osmotic lysis, the permeability characteristics of the host-cell membrane have been determined. In a recent analysis of these results, we concluded that there are at least two types of channel that conform to the data: a low copy number (four channels per cell) type that mediates the transport of cations, anions and most other osmolytes that were tested, and a high copy number (300-400 channels per cell) type that is an anion channel that could also mediate the translocation of purine nucleosides. Patch-clamping experiments using cells infected with Plasmodium falciparum reveal 200-1000 anion channels of more than one type that are of host-cell endogenous provenance. Recent reports show that parasites can grow normally in erythrocytes that lack these endogenous agencies and in which the anion channels are not expressed, although their osmolyte permeability is present. We suggest that only the latter type of channel is important for normal development of the parasite.

99mTc-sestamibi, a substrate of the multidrug transporter P-glycoprotein (Pgp), has been used as a functional imaging agent for the multidrug resistance-1 (MDR1) phenotype. In vitro, retention of (99m)Tc-sestamibi by cells that overexpress Pgp can be enhanced by the addition of Pgp inhibitors. XR9576 (Tariquidar) is a potent and selective noncompetitive inhibitor of Pgp that is active at 25-80 nM. A Phase I trial of XR9576 in combination with vinorelbine (Navelbine) was conducted in 26 patients with metastatic cancers. A (99m)Tc-sestamibi scan was obtained at baseline followed 48-96 h later by a second scan 1-3 h after the administration of XR9576. Time activity curves and areas under the curves (AUCs) were obtained for tumor, liver, lung, and heart, and tissue:heart AUC ratios were calculated. XR9576 enhanced (99m)Tc-sestamibi accumulation and retention in the liver of all but two patients with a mean change of +128%. Furthermore, in 13 of 17 patients with tumor masses visible by (99m)Tc-sestamibi, the tumor:heart (99m)Tc-sestamibi AUC(0-3 h) increased after the administration of XR9576, with increases of 36-263% seen in 8 patients. We conclude that in vivo administration of XR9576 inhibits (99m)Tc-sestamibi efflux in both the normal liver and in drug resistant tumors. This study provides convincing evidence of the existence of XR9576-inhibitable (99m)Tc-sestamibi efflux in a large fraction of drug resistant tumors. One can predict that efflux of Pgp substrates also occurs in these tumors. XR9576 provides an efficient way to inhibit this efflux and offers the potential to increase drug exposure in human cancer.

Multidrug resistance can arise from the presence of the membrane-bound pump, P-glycoprotein, in a tumor. Major efforts have been made to develop inhibitors of this pump, and a number of promising blockers have reached late stages of clinical trials. The kinetics of the inhibition of P-glycoprotein is complex, with binding sites that can interact synergistically. Reversers of increased affinity and specificity could, in principle, be developed on the basis of these synergies, and offer some promise in cancer therapeutics.

Plant cells and bacterial cells are surrounded by a massive polysaccharide wall, which constrains their high internal osmotic pressure (tens of atmospheres). Animal cells, in contrast, are in osmotic equilibrium with their environment, have no restraining surround, and can take on a variety of shapes and can change these from moment to moment. This osmotic balance is achieved, in the first place, by the action of the energy-consuming sodium pump, one of the P-type ATPase transport protein family, members of which are found also in bacteria. The pump's action brings about a transmembranal electrochemical gradient of sodium ions, harnessed in a range of transport systems which couple the dissipation of this gradient to establishing a gradient of the coupled substrate. These transport systems include many which are responsible for short-term regulation of the cell's volume in response to acute changes of their osmotic balance. Thus, the primary role of the sodium pump as a regulator of cell volume has been built upon to provide the basis for an enormous variety of physiological functions.