ABSTRACT
Since 2021, the emergence of variants of concern (VOC) has led Brazil to experience record numbers of in COVID-19 cases and deaths. The expanded spread of the SARS-CoV-2 combined with a low vaccination rate has contributed to the emergence of new mutations that may enhance viral fitness, leading to the persistence of the disease. Due to limitations in the real-time genomic monitoring of new variants in some Brazilian states, we aimed to investigate whether genomic surveillance, coupled with epidemiological data and SARS-CoV-2 variants spatiotemporal spread in a smaller region, can reflect the pandemic progression at a national level. Our findings revealed three SARS-CoV-2 variant replacements from 2021 to early 2022, corresponding to the introduction and increase in the frequency of Gamma, Delta, and Omicron variants, as indicated by peaks of the Effective Reproductive Number (Reff). These distinct clade replacements triggered two waves of COVID-19 cases, influenced by the increasing vaccine uptake over time. Our results indicated that the effectiveness of vaccination in preventing new cases during the Delta and Omicron circulations was six and eleven times higher, respectively, than during the period when Gamma was predominant, and it was highly efficient in reducing the number of deaths. Furthermore, we demonstrated that genomic monitoring at a local level can reflect the national trends in the spread and evolution of SARS-CoV-2.
ABSTRACT
The absence of a specific treatment against DENV has led to intensive research into developing strategies for curing the infection. One lectin with high antiviral activity is scytovirin, which was isolated from the cyanobacterium Scytonema varium and has proven activity against HIV and Zaire Ebola Virus. To achieve the results presented here, we tested the affinity of full-length scytovirin, SD1 and SD2 separately, and six SD1 mutants for DENV glycoprotein E carbohydrate by Molecular Dynamics (MD) simulations and binding free energy calculations. It was possible to identify the key residues for protein-ligand interaction such as Glu10, Ala11, Pro17, Ans18, Arg30, Thr41, Ser42 and Arg43, which also has importance action against HIV. All binding free energy calculations showed negative values to ΔGbind of protein-DENV carbohydrate complexation. Additionally, these results are similar to the values of scytovirin and HIV gp120 carbohydrate complexation (-32.20 kcal/mol). Furthermore, we found that SD1 individually has more affinity to the carbohydrate and the Asn9, Glu10, Asn18, Arg30 and Arg43 demonstrated an important role in this matter. We also found that mutant G48R has better affinity (-34.10 kcal/mol) for the DENV carbohydrate than the wild type protein (-27.15 kcal/mol).
