ABSTRACT
The Plasmodium FIKK kinases are diverged from human kinases structurally. They harbour conserved ATP-binding domains that are non-homologous to other existing kinases. FIKK9.1 kinase is considered as an essential protein for parasite survival. It is localized in major organelles present in parasite and trafficked throughout the infected RBC. It is speculated that FIKK9.1 may phosphorylate several substrates in the parasite's proteome and contribute to parasite survival. Therefore, FIKK9.1 is an attractive target that may lead to a novel class of antimalarials. To identify specific FIKK9.1 kinase inhibitors, we virtually screened organic structural scaffolds from a library of 623 entries. The top hits were identified based on conformations and molecular interactions with the ATP biophore. The hits were also validated under in vitro conditions. In this study, we identified seven top hit organic compounds that may arrest the growth of parasites by inhibiting FIKK9.1 kinase. Evaluation of top hit compounds in antimalarial activity assay identifies that the highly substituted 1,3-selenazolidin-2-imine 1 and thiophene 2 are inhibiting parasite growth with an IC50 of 3.2 ± 0.27 µg/ml and 3.13 ± 0.16 µg/ml, respectively. These functionalized heterocyclic compounds 1 and 2 kills the malaria parasite with an IC50 of 2.68 ± 0.02 µg/ml and 3.08 ± 0.14 µg/ml, respectively. Isothermal titration calorimetry analysis indicate that ATP is binding to the FIKK9.1 kinase. The dissociation constant (Kd) is measured to be 27.8 ± 2.07 µM with a stoichiometry of n = 1. The heterocyclic scaffolds 1 and 2 were abolishing the binding of ATP into the binding pocket. They in-turn reduce the ability of FIKK9.1 kinase to phosphorylate its substrate. Our study found that compounds 1 and 2 are potent inhibitor of FIKK9.1 kinase and the inhibition of FIKK9.1 kinase using small molecules disturbs the parasite life cycle and leads to the death of parasites. This provides new insight in development of novel antimalarials. Supplementary Information: The online version contains supplementary material available at 10.1007/s13205-023-03677-x.
ABSTRACT
Ultrasound medical (US) imaging non-invasively pictures inside of a human body for disease diagnostics. Speckle noise attacks ultrasound images degrading their visual quality. A twofold processing algorithm is proposed in this work to reduce this multiplicative speckle noise. First fold used block based thresholding, both hard (BHT) and soft (BST), on pixels in wavelet domain with 8, 16, 32 and 64 non-overlapping block sizes. This first fold process is a better denoising method for reducing speckle and also inducing object of interest blurring. The second fold process initiates to restore object boundaries and texture with adaptive wavelet fusion. The degraded object restoration in block thresholded US image is carried through wavelet coefficient fusion of object in original US mage and block thresholded US image. Fusion rules and wavelet decomposition levels are made adaptive for each block using gradient histograms with normalized differential mean (NDF) to introduce highest level of contrast between the denoised pixels and the object pixels in the resultant image. Thus the proposed twofold methods are named as adaptive NDF block fusion with hard and soft thresholding (ANBF-HT and ANBF-ST). The results indicate visual quality improvement to an interesting level with the proposed twofold processing, where the first fold removes noise and second fold restores object properties. Peak signal to noise ratio (PSNR), normalized cross correlation coefficient (NCC), edge strength (ES), image quality Index (IQI) and structural similarity index (SSIM), measure the quantitative quality of the twofold processing technique. Validation of the proposed method is done by comparing with anisotropic diffusion (AD), total variational filtering (TVF) and empirical mode decomposition (EMD) for enhancement of US images. The US images are provided by AMMA hospital radiology labs at Vijayawada, India.
ABSTRACT
Strains of Saccharomyces cerevisiae lacking factors involved in 5' to 3' mRNA decay pathway (DCP1, DCP2, DHH1, PAT1, LSM1 and LSM4) exhibit caspase-dependent apoptosis and accelerated chronological aging. In the present study, yeast strains lacking mRNA decapping activation factors (DCP2 and LSM1), cytoplasmic exosome function (SKI2) or cytoplasmic deadenylases (double deletion of CCR4 and PAN2) showed typical markers of eukaryotic apoptosis such as increased cellular reactive oxygen species levels, externalization of phosphatidyl serine, chromatin fragmentation, enhanced caspase gene (YCA1) expression and protein activity in mid-log phase cultures. The transcript levels of negative regulators of mRNA decapping (eIF4E and Pab1) were considerably elevated in strains defective in cytoplasmic deadenylation and reduced in strains lacking cytoplasmic 3' to 5' exosome function or decapping activators. Among the yeast strains studied, lsm1Δ and ccr4Δpan2Δ mutants displayed strongest apoptotic phenotype followed by mutants lacking DCP2 or SKI2. Among yeast strains exhibiting deadenylation defects, slight apoptotic phenotype was observed in ccr4Δ mutants and cell death markers imperceptible in pan2Δ mutants.
