Ab Initio Design of Amphipathic-Symmetric Peptides against SARS-CoV-2
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA756893 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR15564536.fastq.gz | Fastqsanger.gz | |||
| SRR15564537.fastq.gz | Fastqsanger.gz | |||
| SRR15564538.fastq.gz | Fastqsanger.gz | |||
| SRR15564539.fastq.gz | Fastqsanger.gz | |||
| SRR15564540.fastq.gz | Fastqsanger.gz |
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Project description:Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causes severe health crisis and huge socioeconomic upheaval internationally. This study proposes an ab initio design strategy to obtain antiviral peptides to against SARS-CoV-2 infection. The study employed database filtering technology to generate 7 amphipathic-symmetric peptides named DFTavPs with low cytotoxicity and random coil structure. Three DFTavPs promoted SARS-CoV-2 pseudoviruses infection and three DFTavPs inhibited virus infection, which are accompanied by up-regulation or down-regulation of SARS-CoV receptor angiotensin-converting enzyme 2 mRNA levels. Particularly, microRNA profiling showed that some differentially expressed microRNAs had potential to target key factors for cell entry of SARS-CoV-2. Furthermore, we explored the relationship of parameters and antiviral efficacy index (AEI). The results suggested that higher AEI of coronavirus was most likely to occur at mean amphipathic moment between 0.3 and 0.4. Automated machine learning was used to construct parameters-AEI regression models for various viruses. The Extra-Trees and CatBoost had a good predicting performance for AEI of coronavirus (R2=0.794 and Rpearson=0.897) and human immunodeficiency virus (R2=0.735 and Rpearson=0.859), respectively. Overall, this strategy is expected to efficiently obtain huge amounts of potential peptide drugs with anti-SARS-CoV-2 activity, and machine learning models could contribute to discovery of high antivirus-activity peptides.
2021-08-26 | GSE182562 | GEO
Project description:The recent COVID-19 pandemic shows the critical need for novel broad spectrum antiviral agents. Scorpion venoms are known to contain highly bioactive peptides, several of which have demonstrated strong antiviral activity against a range of viruses. We have generated the first annotated reference transcriptome for the Androctonus amoreuxi venom gland and used high performance liquid chromatography, transcriptome mining, circular dichroism and mass spectrometric analysis to purify and characterize twelve previously undescribed venom peptides. Selected peptides were tested for binding to the receptor-binding domain (RBD) of the SARS-CoV-2 spike protein and inhibition of the spike RBD – human angiotensin-converting enzyme 2 (hACE2) interaction using surface plasmon resonance-based assays. Seven peptides showed dose-dependent inhibitory effects, albeit with IC50 in the high micromolar range (117–1202 μM). The most active peptide was synthesized using solid phase peptide synthesis and tested for its antiviral activity against SARS-CoV-2 (Lineage B.1.1.7). On exposure to the synthetic peptide of a human lung cell line infected with replication-competent SARS-CoV-2, we observed an IC50 of 200 nM, which was nearly 600-fold lower than that observed in the RBD – hACE2 binding inhibition assay. Our results show that scorpion venom peptides can inhibit the SARS-CoV-2 replication although unlikely through inhibition of spike RBD – hACE2 interaction as the primary mode of action. Scorpion venom peptides represent excellent scaffolds for design of novel anti-SARS-CoV-2 constrained peptides. Future studies should fully explore their antiviral mode of action as well as the structural dynamics of inhibition of target virus-host interactions.
2024-01-10 | GSE221799 | GEO
Project description:Design and Synthesis of larvicidal peptides derived from the tarantula Pamphobeteus verdolaga
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Project description:T cell-mediated immunity seems to play a critical role against SARS-CoV-2 infection and establishing protective memory. Yet the repertoire of viral epitopes responsible for activation of T cell responses remains mostly unknown. Identification and characterization of viral peptides presented on class I human leukocyte antigen (HLA-I) will reveal the viral signatures as seen by cytotoxic T cells that can then be harnessed for the development of effective vaccines. Here, we report the first HLA-I immunopeptidome of SARS-CoV-2 in two human cell lines at different times post-infection using mass spectrometry. We found HLA-I peptides derived not only from canonical ORFs, but also from internal out-of-frame ORFs in Spike and Nucleoprotein not currently captured by vaccine approaches. Whole proteome analysis revealed that expression of ubiquitination pathway proteins, and the proteasome maturation protein, POMP, were significantly altered in infected cells. Retrospective analysis of computational predictions highlighted shortcomings of in silico-only approaches in recovering the observed viral epitopes. Finally, given the experimental evidence for endogenous processing and presentation of the viral peptides we detected, we estimated that at least one HLA-A, -B, or -C allele is covered by at least one peptide for 99% of the population. These biological insights and the list of naturally presented SARS-CoV-2 peptides will facilitate data-driven selection of peptides for immune monitoring and vaccine development.
2020-10-08 | GSE159191 | GEO
Project description:The continuous and rapid spread of the COVID-19 pandemic has emphasized the need to seek new therapeutic and prophylactic treatments. Peptide inhibitors are a valid alternative approach for the treatment of emerging viral infections, mainly due to their low toxicity and high efficiency. Recently, two small nucleotide signatures were identified in the genome of some members of the Coronaviridae family and many other human pathogens. In this study, we investigated whether the corresponding amino acid sequences of such nucleotide sequences could have effects on the viral infection of two representative human coronaviruses: HCoV-OC43 and SARS-CoV-2. Our results showed that the synthetic peptides analyzed inhibit the infection of both coronaviruses in a dose-dependent manner by binding the RBD of the Spike protein, as suggested by molecular docking and validated by biochemical studies. The peptides tested do not provide toxicity on cultured cells or human erythrocytes and are resistant to human serum proteases, indicating that they may be very promising antiviral peptides.
| S-EPMC9612326 | biostudies-literature
Project description:SARS-CoV-2 infected animals and controls were treated with antiviral peptides
2023-06-05 | GSE223056 | GEO
Project description:Variants of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) challenge currently available COVID-19 vaccines and monoclonal antibody therapies through changes of epitopes on the receptor binding domain of the viral spike glycoprotein (S). Hence, there is a specific urgent need for alternative antivirals that target processes less likely to be affected by mutation, such as the membrane fusion step of viral entry into the host cell. One such antiviral class includes peptide inhibitors which block formation of the HR1HR2 six-helix bundle of the SARS-CoV-2 spike protein and thus interfere with viral membrane fusion; HR2 derived peptides are validated inhibitors of this process. Here, we identify a short N-terminal region that, when appended to the helical region of an HR2 peptide from previous studies, leads to potent inhibition of fusion. The extended peptide shows an ~100-fold increase in efficacy compared with the previously used 36-amino-acid version of HR2, effectively achieving single-digit nanomolar inhibition of SARS-CoV-2 in cell-based fusion, VSV-SARS-CoV-2 chimera, and authentic SARS-CoV-2 infection assays. The peptide also strongly inhibits all major SARS-CoV-2 variants to date. Structural studies of the HR1HR2 bundle reveal the formation of an extended, stabilized N-terminus that interacts with the HR2 triple helix, further stabilizing the HR1HR2 bundle. Together, these results suggest that regions outside the previously studied HR2 helical region may offer new opportunities for potent peptide-derived therapeutics for SARS-CoV-2 and its variants.
2022-09-21 | GSE203229 | GEO
Project description: Not available
| EMPIAR-11476 | biostudies-other
Project description:Citrullinated and unmodified peptides (>95% purity, ProImmune AB) were immobilized onto a chemically modified glass slide, sera from RA patients and healthy controls were applied into the reactions sites and fluorescence intensity after incubation with anti-human IgG antibody was acquired in a laser scanner. Final results for each citrullinated peptide were calculated by subtracting the intensity values of corresponding arginine containing control peptide from citrullinated peptide for all RA patients and controls.
2015-10-25 | E-MTAB-3606 | biostudies-arrayexpress