Single-Molecule Analysis of SARS-CoV-2 Double-Stranded Polynucleotides Using Solid-State Nanopore with AI-Assisted Detection and Classification: Implications for Understanding Disease Severity.

This study utilized solid-state nanopores, combined with artificial intelligence (AI), to analyze the double-stranded polynucleotides encoding angiotensin-converting enzyme 2, receptor-binding domain, and N protein, important parts of SARS-CoV-2 infection. By examining ionic current signals during DNA translocation, we revealed the dynamic interactions and structural characteristics of these nucleotide sequences and also quantified their abundance. Nanopores of sizes 3 and 10 nm were efficiently fabricated and characterized, ensuring an optimal experimental approach. Our results showed a clear relationship between DNA capture rates and concentration, proving our method's effectiveness. Notably, longer DNA sequences had higher capture rates, suggesting their importance for potential disease marker analysis. The 3 nm nanopore demonstrated superior performance in our DNA analysis. Using dwell time measurements and excluded currents, we were able to distinguish the longer DNA fragments, paving the way for a DNA length-based analysis. Overall, our research underscores the potential of nanopore technology, enhanced with AI, in analyzing COVID-19-related DNA and its implications for understanding disease severity. This provides insight into innovative diagnostic and treatment strategies.

Characterizing a visual lateral flow device for rapid SARS-CoV-2 virus protein detection: pre-clinical and system assessment.

Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infections have affected more than 769 million individuals worldwide over the last few years. Although the pandemic is transitioning into an endemic, the COVID-19 outbreak is still a global concern. A rapid screening platform is needed for effective preventive and control measures. Herein, a visual rapid lateral flow platform for SARS-CoV-2 nucleocapsid protein detection is developed. Under optimal conditions, the system demonstrated good detection sensitivity and selectivity against tested respiratory viruses. The system provides direct visual detection with a limit of 0.7 ng of the nucleocapsid protein per mL of a sample (0.7 ng mL-1) within 15 minutes. Further, a correlation between direct visual detection and semi-quantitative analysis using a reader showed a similar detection limit (R2 = 0.9571). The repeatability and reproducibility studies highlighted the potential of the system for the rapid screening of SARS-CoV-2 infection, with variations within 5% and 10% at high and low protein concentrations, respectively. Subsequent pre-clinical validation to correlate the performance with the standard molecular approach (RT-PCR) using 170 nasopharyngeal swabs demonstrated 98% estimated sensitivity (95% CI, 89.35-99.95%) and 100% specificity (95% CI, 96.38-100%). The positive and negative predictive values were reported to be 100% and 99%, respectively, with an accuracy of 99.3%. With high viral load samples (Ct value ≤25, n = 47), the system demonstrated 100% detection sensitivity and specificity. The proposed technique provides a valuable platform for potential use in rapid screening, particularly during pandemics, where diagnostic capacity and mass screening are crucial.

Structural Insight into Effective Inhibitors' Binding to Toxoplasma gondii Dihydrofolate Reductase Thymidylate Synthase.

Pyrimethamine (Pyr), a known dihydrofolate reductase (DHFR) inhibitor, has long been used to treat toxoplasmosis caused by Toxoplasma gondii (Tg) infection. However, Pyr is effective only at high doses with associated toxicity to patients, calling for safer alternative treatments. In this study, we investigated a series of Pyr analogues, previously developed as DHFR inhibitors of Plasmodium falciparum bifunctional DHFR-thymidylate synthase (PfDHFR-TS), for their activity against T. gondii DHFR-TS (TgDHFR-TS). Of these, a set of compounds with a substitution at the C6 position of the pyrimidine ring exhibited high binding affinities (in a low nanomolar range) against TgDHFR-TS and in vitro T. gondii inhibitory activity. Three-dimensional structures of TgDHFR-TS reported here include the ternary complexes with Pyr, P39, or P40. A comparison of these structures showed the minor steric strain between the p-chlorophenyl group of Pyr and Thr83 of TgDHFR-TS. Such a conflict was relieved in the complexes with the two analogues, P39 and P40, explaining their highest binding affinities described herein. Moreover, these structures suggested that the hydrophobic environment in the active-site pocket could be used for drug design to increase the potency and selectivity of antifolate inhibitors. These findings would accelerate the development of new antifolate drugs to treat toxoplasmosis.

Molecular Docking Studies, Synthesis and Biological Evaluation of Substituted Pyrimidine-2,4-diamines as Inhibitors of Plasmodium falciparum Dihydrofolate Reductase.

A series of 5-[(phenethylamino)methyl]pyrimidine-2,4-diamines were assessed in silico as potential inhibitors of Plasmodium falciparum dihydrofolate reductase (PfDHFR), synthesised and tested for inhibitory activity against PfDHFR in vitro. The compounds displayed promising inhibitory activity against both wild-type (Ki 1.3-243 nM) and quadruple mutant (Ki 13-208 nM) PfDHFR in the biochemical enzyme assay, but were less potent in the whole-cell P. falciparum assay (IC50 (TM4/8.2) 0.4-28 µM; IC50 (V1S) 3.7-54 µM). Further investigation into the pharmacokinetic properties of these compounds may guide the development of more potent analogues.