Whole-Organism Analysis by Vibrational Spectroscopy.

Vibrational spectroscopy has contributed to the understanding of biological materials for many years. As the technology has advanced, the technique has been brought to bear on the analysis of whole organisms. Here, we discuss advanced and recently developed infrared and Raman spectroscopic instrumentation to whole-organism analysis. We highlight many of the recent contributions made in this relatively new area of spectroscopy, particularly addressing organisms associated with disease with emphasis on diagnosis and treatment. The application of vibrational spectroscopic techniques to entire organisms is still in its infancy, but new developments in imaging and chemometric processing will likely expand in the field in the near future.

Identification and characterization of Pv50, a novel Plasmodium vivax merozoite surface protein.

BACKGROUND: Plasmodium vivax contains approximately 5400 coding genes, more than 40% of which code for hypothetical proteins that have not been functionally characterized. In a previous preliminary screening using pooled serum samples, numerous hypothetical proteins were selected from among those that were highly transcribed in the schizont-stage of parasites, and highly antigenic P. vivax candidates including hypothetical proteins were identified. However, their immunological and functional activities in P. vivax remain unclear. From these candidates, we investigated a P. vivax 50-kDa protein (Pv50, PVX_087140) containing a highly conserved signal peptide that shows high transcription levels in blood-stage parasites. RESULTS: Recombinant Pv50 was expressed in a cell-free expression system and used for IgG prevalence analysis of patients with vivax malaria and healthy individuals. Immune responses were analyzed in immunized mice and mouse antibodies were used to detect the subcellular localization of the protein in blood-stage parasites by immunofluorescence assay. A protein array method was used to evaluate protein-protein interactions to predict protein functional activities during the invasion of parasites into erythrocytes. Recombinant Pv50 showed IgG prevalence in patient samples with a sensitivity of 42.9% and specificity of 93.8% compared to that in healthy individuals. The non-cytophilic antibodies IgG1 and IgG3 were the major components involved in the antibody response in Pv50-immunized mice. Pv50 localized on the surface of merozoites and a specific interaction between Pv50 and PvMSP1 was detected, suggesting that Pv50-PvMSP1 forms a heterodimeric complex in P. vivax. CONCLUSIONS: Increased immune responses caused by native P. vivax parasites were detected, confirming its immunogenic effects. This study provides a method for detecting new malaria antigens, and Pv50 may be a vivax malaria vaccine candidate with PvMSP1.

Deciphering structure, function and mechanism of Plasmodium IspD homologs from their evolutionary imprints.

Malaria is a life-threatening mosquito-borne blood disease caused by infection with Plasmodium parasites. Anti-malarial drug resistance is a global threat to control and eliminate malaria and therefore, it is very important to discover and evaluate new drug targets. The 2-C-methyl-D-erythritol 4-phosphate cytidylyltransferase (IspD) homolog is a second in vivo target for fosmidomycin within isoprenoid biosynthesis in malarial parasites. In the present study, we have deciphered the sequence-structure-function integrity of IspD homologs based on their evolutionary imprints. The function and catalytic mechanism of them were also intensively studied by using sequence-structure homology, molecular modeling, and docking approach. Results of our study indicated that substrate-binding and dimer interface motifs in their structures were extensively conserved and part of them closely related to eubacterial origins. Amino acid substitutions in their coiled-coil regions found to bring a radical change in secondary structural elements, which in turn may change the local structural environment. Arg or Asp was identified as a catalytic site in plasmodium IspD homologs, contributing a direct role in the cytidylyltransferase activity similar to bacterial IspD. Results of molecular docking studies demonstrated how anti-malarial drugs such as fosmidomycin and FR-900098 have competitively interacted with the substrate-binding site of these homologs. As shown by our analysis, species-specific evolutionary imprints in these homologs determine the sequence-structure-function-virulence integrity and binding site alterations in order to confer anti-malarial drug resistance.

Fighting Cancer Using an Oncofetal Glycosaminoglycan-Binding Protein from Malaria Parasites.

Malaria research has led to the discovery of oncofetal chondroitin sulfate, which appears to be shared between placental trophoblasts and cancer cells and can be detected by the evolutionary refined malaria protein VAR2CSA. Interestingly, using recombinant VAR2CSA to target oncofetal chondroitin sulfate shows promise for novel cancer diagnostics and therapeutics.

A Tandem Mass Spectrometry Sequence Database Search Method for Identification of O-Fucosylated Proteins by Mass Spectrometry.

Thrombospondin type 1 repeats (TSRs), small adhesive protein domains with a wide range of functions, are usually modified with O-linked fucose, which may be extended to O-fucose-ß1,3-glucose. Collision-induced dissociation (CID) spectra of O-fucosylated peptides cannot be sequenced by standard tandem mass spectrometry (MS/MS) sequence database search engines because O-linked glycans are highly labile in the gas phase and are effectively absent from the CID peptide fragment spectra, resulting in a large mass error. Electron transfer dissociation (ETD) preserves O-linked glycans on peptide fragments, but only a subset of tryptic peptides with low m/ z can be reliably sequenced from ETD spectra compared to CID. Accordingly, studies to date that have used MS to identify O-fucosylated TSRs have required manual interpretation of CID mass spectra even when ETD was also employed. In order to facilitate high-throughput, automatic identification of O-fucosylated peptides from CID spectra, we re-engineered the MS/MS sequence database search engine Comet and the MS data analysis suite Trans-Proteomic Pipeline to enable automated sequencing of peptides exhibiting the neutral losses characteristic of labile O-linked glycans. We used our approach to reanalyze published proteomics data from Plasmodium parasites and identified multiple glycoforms of TSR-containing proteins.

Prediction of Signal Peptides in Proteins from Malaria Parasites.

Signal peptides are N-terminal presequences responsible for targeting proteins to the endomembrane system, and subsequent subcellular or extracellular compartments, and consequently condition their proper function. The significance of signal peptides stimulates development of new computational methods for their detection. These methods employ learning systems trained on datasets comprising signal peptides from different types of proteins and taxonomic groups. As a result, the accuracy of predictions are high in the case of signal peptides that are well-represented in databases, but might be low in other, atypical cases. Such atypical signal peptides are present in proteins found in apicomplexan parasites, causative agents of malaria and toxoplasmosis. Apicomplexan proteins have a unique amino acid composition due to their AT-biased genomes. Therefore, we designed a new, more flexible and universal probabilistic model for recognition of atypical eukaryotic signal peptides. Our approach called signalHsmm includes knowledge about the structure of signal peptides and physicochemical properties of amino acids. It is able to recognize signal peptides from the malaria parasites and related species more accurately than popular programs. Moreover, it is still universal enough to provide prediction of other signal peptides on par with the best preforming predictors.

Potential role of salt-bridges in the hinge-like movement of apicomplexa specific ß-hairpin of Plasmodium and Toxoplasma profilins: A molecular dynamics simulation study.

Profilin is one of the actin-binding proteins that regulate dynamics of actin polymerization. It plays a key role in cell motility and invasion. It also interacts with several other proteins notably through its poly-L-proline (PLP) binding site. Profilin in apicomplexa is characterized by a unique mini-domain consisting of a large ß-hairpin extension and an acidic loop which is relatively longer in Plasmodium species. Profilin is essential for the invasive blood stages of Plasmodium falciparum. In the current study, unbound profilins from Plasmodium falciparum (Pf), Toxoplasma gondii (Tg), and Homo sapiens (Hs) were subjected to molecular dynamics (MD) simulations for a timeframe of 100 ns each to understand the conformational dynamics of these proteins. It was found that the ß-hairpin of profilins from Pf and Tg shows a hinge-like movement. This movement in Pf profilin may possibly be driven by the loss of a salt-bridge within profilin. The impact of this conformational change on actin binding was assessed by docking three dimensional (3D) structures of profilin from Pf and Tg with their corresponding actins using ClusPro2.0. The stability of docked Pf profilin-actin complex was assessed through a 50 ns MD simulation. As Hs profilin I does not have the apicomplexa specific mini-domain, MD simulation was performed for this protein and its dynamics was compared to that of profilins from Pf and Tg. Using an immunoinformatics approach, potential epitope regions were predicted for Pf profilin. This has a potential application in the design of vaccines as they mapped to its unique mini-domain.

Report: Unsupervised identification of malaria parasites using computer vision.

Malaria in human is a serious and fatal tropical disease. This disease results from Anopheles mosquitoes that are infected by Plasmodium species. The clinical diagnosis of malaria based on the history, symptoms and clinical findings must always be confirmed by laboratory diagnosis. Laboratory diagnosis of malaria involves identification of malaria parasite or its antigen / products in the blood of the patient. Manual diagnosis of malaria parasite by the pathologists has proven to become cumbersome. Therefore, there is a need of automatic, efficient and accurate identification of malaria parasite. In this paper, we proposed a computer vision based approach to identify the malaria parasite from light microscopy images. This research deals with the challenges involved in the automatic detection of malaria parasite tissues. Our proposed method is based on the pixel-based approach. We used K-means clustering (unsupervised approach) for the segmentation to identify malaria parasite tissues.

Simultaneous ATR-FTIR Based Determination of Malaria Parasitemia, Glucose and Urea in Whole Blood Dried onto a Glass Slide.

New diagnostic tools that can detect malaria parasites in conjunction with other diagnostic parameters are urgently required. In this study, Attenuated Total Reflection Fourier transform infrared (ATR-FTIR) spectroscopy in combination with Partial Least Square Discriminant Analysis (PLS-DA) and Partial Least Square Regression (PLS-R) have been applied as a point-of-care test for identifying malaria parasites, blood glucose, and urea levels in whole blood samples from thick blood films on glass slides. The specificity for the PLS-DA was found to be 98% for parasitemia levels >0.5%, but a rather low sensitivity of 70% was achieved because of the small number of negative samples in the model. In PLS-R the Root Mean Square Error of Cross Validation (RMSECV) for parasite concentration (0-5%) was 0.58%. Similarly, for glucose (0-400 mg/dL) and urea (0-250 mg/dL) spiked samples, relative RMSECVs were 16% and 17%, respectively. The method reported here is the first example of multianalyte/disease diagnosis using ATR-FTIR spectroscopy, which in this case, enabled the simultaneous quantification of glucose and urea analytes along with malaria parasitemia quantification using one spectrum obtained from a single drop of blood on a glass microscope slide.

Plasmodium Sporozoite Biology.

Plasmodium sporozoite transmission is a critical population bottleneck in parasite life-cycle progression and, hence, a target for prophylactic drugs and vaccines. The recent progress of a candidate antisporozoite subunit vaccine formulation to licensure highlights the importance of sporozoite transmission intervention in the malaria control portfolio. Sporozoites colonize mosquito salivary glands, migrate through the skin, penetrate blood vessels, breach the liver sinusoid, and invade hepatocytes. Understanding the molecular and cellular mechanisms that mediate the remarkable sporozoite journey in the invertebrate vector and the vertebrate host can inform evidence-based next-generation drug development programs and immune intervention strategies.

Laser capture microdissection microscopy and genome sequencing of the avian malaria parasite, Plasmodium relictum.

Acquiring genomic material from avian malaria parasites for genome sequencing has proven problematic due to the nucleation of avian erythrocytes, which produces a large ratio of host to parasite DNA (∼1 million to 1 bp). We tested the ability of laser capture microdissection microscopy to isolate parasite cells from individual avian erythrocytes for four avian Plasmodium species, and subsequently applied whole genome amplification and Illumina sequencing methods to Plasmodium relictum (lineage pSGS1) to produce sequence reads of the P. relictum genome. We assembled ∼335 kbp of parasite DNA from this species, but were unable to completely avoid contamination by host DNA and other sources. However, it is clear that laser capture microdissection holds promise for the isolation of genomic material from haemosporidian parasites in intracellular life stages. In particular, laser capture microdissection may prove useful for isolating individual parasite species from co-infected hosts. Although not explicitly tested in this study, laser capture microdissection may also have important applications for isolation of rare parasite lineages and museum specimens for which no fresh material exists.

Current status of synthetic hemozoin adjuvant: A preliminary safety evaluation.

Although adjuvants are a "must-have" component of successful vaccines, there are very few adjuvants licensed for use in humans, there is therefore an urgent need to develop new and safer adjuvants. Synthetic hemozoin (sHZ), a chemical analog of hemozoin which is produced by the malaria parasite, exhibits a potent adjuvant effect which enhances antigen-specific immune responses to vaccines. The potency of sHZ adjuvanticity is not limited to malaria specific vaccines, it has also been demonstrated to be effective in influenza and dog allergy models. While the synthesis of uniformly sized sHZ with consistent characteristics has proven difficult, we have recently successfully optimized the manufacture of sHZ product with an optimal adjuvant effect. Here, we summarize recent developments on the adjuvant properties of optimized sHZ adjuvant, including its good laboratory practice (GLP) non-clinical safety profile in animals. These studies ensure the safety of optimized sHZ product to be readily used as vaccine adjuvant beforehand in veterinary medicine.

Malaria Parasite Proteins and Their Role in Alteration of the Structure and Function of Red Blood Cells.

Malaria, caused by Plasmodium spp., continues to be a major threat to human health and a significant cause of socioeconomic hardship in many countries. Almost half of the world's population live in malaria-endemic regions and many of them suffer one or more, often life-threatening episodes of malaria every year, the symptoms of which are attributable to replication of the parasite within red blood cells (RBCs). In the case of Plasmodium falciparum, the species responsible for most malaria-related deaths, parasite replication within RBCs is accompanied by striking alterations to the morphological, biochemical and biophysical properties of the host cell that are essential for the parasites' survival. To achieve this, the parasite establishes a unique and extensive protein export network in the infected RBC, dedicating at least 6% of its genome to the process. Understanding the full gamut of proteins involved in this process and the mechanisms by which P. falciparum alters the structure and function of RBCs is important both for a more complete understanding of the pathogenesis of malaria and for development of new therapeutic strategies to prevent or treat this devastating disease. This review focuses on what is currently known about exported parasite proteins, their interactions with the RBC and their likely pathophysiological consequences.

Targeting Mechanism of a Novel Liver-targeting Interferon IFN-CSP Involves Liver Heparan Sulfate Proteoglycan.

BACKGROUND: In our previous study, a novel liver-targeting interferon (IFN-CSP) combining IFN α2b with plasmodium region I-plus peptide was successfully designed and prepared with Escherichia coli expression systems. The purified IFN-CSP showed anti-HBV activity and liver-targeting potentiality. The present investigation was designed to investigate the molecular mechanisms responsible for liver-targeting of IFN-CSP. METHODS: The binding site of IFN-CSP in hepatocytes was assayed by immunofluorescent staining. The correspondence of HSPG distribution and the pattern of IFN-CSP binding in liver tissue were determined using a confocal laser scanning microscope. Both the hepatocytes and liver tissue were using as model to investigate the effect of enzyme and soluble glycosaminoglycan on IFN-CSP binding using flow cytometry and fluorescence microscope. RESULTS: Studies of hepatocytes demonstrated that the localization of IFN-CSP in hepatocytes was the plasma membrane. Studies of liver tissue slices showed that IFN-CSP bound to liver tissue in a pattern similar to the distribution of heparan sulfate proteoglycan (HSPG) immunoreactivity. Pretreatment of hepatocytes and liver slices with heparinase reduced the binding of IFN-CSP to HepG2.2.15 cells and liver slices. Coincubation of IFN-CSP with heparin markedly inhibited IFNCSP binding to HepG2.2.15 cells and liver slices. CONCLUSION: These results indicate that the molecular mechanisms responsible for IFN-CSP targeting involve binding to HSPG of hepatocytes and liver.

DSPMP: Discriminating secretory proteins of malaria parasite by hybridizing different descriptors of Chou's pseudo amino acid patterns.

Identification of the proteins secreted by the malaria parasite is important for developing effective drugs and vaccines against infection. Therefore, we developed an improved predictor called "DSPMP" (Discriminating Secretory Proteins of Malaria Parasite) to identify the secretory proteins of the malaria parasite by integrating several vector features using support vector machine-based methods. DSPMP achieved an overall predictive accuracy of 98.61%, which is superior to that of the existing predictors in this field. We show that our method is capable of identifying the secretory proteins of the malaria parasite and found that the amino acid composition for buried and exposed sequences, denoted by AAC(b/e), was the most important feature for constructing the predictor. This article not only introduces a novel method for detecting the important features of sample proteins related to the malaria parasite but also provides a useful tool for tackling general protein-related problems. The DSPMP webserver is freely available at http://202.207.14.87:8032/fuwu/DSPMP/index.asp.

Mass spectrometrists should search only for peptides they care about.

Analysis pipelines that assign peptides to shotgun proteomics mass spectra often discard identified spectra deemed irrelevant to the scientific hypothesis being tested. To improve statistical power, I propose that researchers remove irrelevant peptides from the database prior to searching rather than assigning these peptides to spectra and then discarding the matches.

Three-dimensional structures in the design of therapeutics targeting parasitic protozoa: reflections on the past, present and future.

Parasitic protozoa cause a range of diseases which threaten billions of human beings. They are responsible for tremendous mortality and morbidity in the least-developed areas of the world. Presented here is an overview of the evolution over the last three to four decades of structure-guided design of inhibitors, leads and drug candidates aiming at targets from parasitic protozoa. Target selection is a crucial and multi-faceted aspect of structure-guided drug design. The major impact of advances in molecular biology, genome sequencing and high-throughput screening is touched upon. The most advanced crystallographic techniques, including XFEL, have already been applied to structure determinations of drug targets from parasitic protozoa. Even cryo-electron microscopy is contributing to our understanding of the mode of binding of inhibitors to parasite ribosomes. A number of projects have been selected to illustrate how structural information has assisted in arriving at promising compounds that are currently being evaluated by pharmacological, pharmacodynamic and safety tests to assess their suitability as pharmaceutical agents. Structure-guided approaches are also applied to incorporate properties into compounds such that they are less likely to become the victim of resistance mechanisms. A great increase in the number of novel antiparasitic compounds will be needed in the future. These should then be combined into various multi-compound therapeutics to circumvent the diverse resistance mechanisms that render single-compound, or even multi-compound, drugs ineffective. The future should also see (i) an increase in the number of projects with a tight integration of structural biology, medicinal chemistry, parasitology and pharmaceutical sciences; (ii) the education of more `medicinal structural biologists' who are familiar with the properties that compounds need to have for a high probability of success in the later steps of the drug-development process; and (iii) the expansion of drug-development capabilities in middle- and low-income countries.

Immunophilins: Structures, Mechanisms and Ligands.

Immunophilins consist of a family of highly conserved proteins which possess binding abilities to immunosuppressive drugs. Cyclophilins (Cyps) and FK506-binding proteins (FKBP) are family proteins collectively referred as immunophilins. Most Cyps and FKBP family members catalyse peptidyl-prolyl cis/trans isomerase (PPIase) mediated reactions and form binary complexes with their ligands cyclosporine A and FK506. Immunophilins are also involved in key biochemical processes including protein folding, receptor signalling, protein trafficking, and transcription and exhibit versatile biological functions, when complexed with their ligands. Therapeutic implications of immunophilins and effects of their ligands in neurodegenerative disorders, cancer, and infectious diseases have been accumulating in recent years. This review focuses on molecular characteristics of the canonical and non-canonical immunophilin family members from human and Plasmodium falciparum and P. vivax, recent progress on immunophilin inhibitor development, and future perspectives of structure-based design of non-immunosuppressive immunophilin ligands with potential pharmacological activities against infectious diseases.

Application of principal component analysis to multispectral-multimodal optical image analysis for malaria diagnostics.

BACKGROUND: Multispectral imaging microscopy is a novel microscopic technique that integrates spectroscopy with optical imaging to record both spectral and spatial information of a specimen. This enables acquisition of a large and more informative dataset than is achievable in conventional optical microscopy. However, such data are characterized by high signal correlation and are difficult to interpret using univariate data analysis techniques. METHODS: In this work, the development and application of a novel method which uses principal component analysis (PCA) in the processing of spectral images obtained from a simple multispectral-multimodal imaging microscope to detect Plasmodium parasites in unstained thin blood smear for malaria diagnostics is reported. The optical microscope used in this work has been modified by replacing the broadband light source (tungsten halogen lamp) with a set of light emitting diodes (LEDs) emitting thirteen different wavelengths of monochromatic light in the UV-vis-NIR range. The LEDs are activated sequentially to illuminate same spot of the unstained thin blood smears on glass slides, and grey level images are recorded at each wavelength. PCA was used to perform data dimensionality reduction and to enhance score images for visualization as well as for feature extraction through clusters in score space. RESULTS: Using this approach, haemozoin was uniquely distinguished from haemoglobin in unstained thin blood smears on glass slides and the 590-700 spectral range identified as an important band for optical imaging of haemozoin as a biomarker for malaria diagnosis. CONCLUSION: This work is of great significance in reducing the time spent on staining malaria specimens and thus drastically reducing diagnosis time duration. The approach has the potential of replacing a trained human eye with a trained computerized vision system for malaria parasite blood screening.

Analysis of hematologic and serum chemistry values of Spheniscus magellanicus with molecular detection of avian malarial parasites (Plasmodium spp) / Análise dos valores hematológicos e bioquímicos de Spheniscus magellanicus com detecção molecular de parasitos maláricos aviários (Plasmodium spp)

Magellanic penguins (Spheniscus magellanicus) routinely migrate from their breeding colonies to Southern Brazil often contracting diseases during this migration, notably avian malaria, which has been already reported in Brazil and throughout the world. Detection of Plasmodium spp. in blood smears is the routine diagnostic method of avian malaria, however it has a low sensitivity rate when compared to molecular methods...

O pinguim-de-Magalhães (Spheniscus magellanicus) migra das suas colônias reprodutivas até o extremo sul do Brasil. Esses pinguins frequentemente são acometidos por doenças, notavelmente a malária aviária, que é relatada no Brasil e no mundo. A detecção de Plasmodium spp. no esfregaço sanguíneo é o método de rotina mas apresenta baixa sensibilidade quando comparado aos métodos moleculares...