Abstract
Novel SARS-CoV-2 (COVID-19) is affecting worldwide as declared pandemic by the WHO. Various repositioning and novel therapeutic agents are being evaluated under different clinical setups; however, there is no promising therapeutic agent reported to date. Small molecules like peptides have their popularity as their specificity, delivery, and synthesizability as promising therapeutic agents. In this study, we have reviewed the published literature describing peptide designing, in silico binding mode, antiviral activity, preventive measures, and in vivo assessments. Here, we reported all the results which are promising against SARS-CoV-2 as therapeutic and preventive (vaccine candidates), and their status in the drug development process.
Keywords: COVID-19, peptides, peptidomimetics
Introduction
Severe acute respiratory syndrome coronavirus disease caused by SARS-CoV-2, reported from Wuhan, China, is rapidly spreading over the world in a short period. It infected over 37 million people and killed over 793,773 people, and the number of cases is growing by the day.[1] Globally, it has a case fatality rate of 3.5.[2] There is no promising therapeutic agent discovered to date, even though many products are undergoing fast-track clinical trials for efficacy and safety assessment.
COVID-19 management is based on the patient's clinical status, including mild, moderate, and severe diseases.[3] The mild disease requires symptomatic treatment and isolation at home. Moderate disease generally requires treatment based on the negatively affected lung and oxygenation. The severe illness necessitates hospitalization. Azithromycin, remdesivir, favipiravir, steroids, and interleukin-6 antagonists (tocilizumab and itolizumab) are commonly used drug candidates for the management of COVID-19.[3,4,5] Sarma et al., the study's authors, mentioned the use of steroids based on the severity categories of the patients, and they concluded that steroid administration might have been beneficial in COVID-19 patients.[6] Although there are symptomatic treatments available, lacks of satisfactory or efficacious therapeutic agents have not been reported. However, drug discovery and development are strenuous and time-consuming for small molecules.
Peptide-based therapeutic approaches are one of those treatment options being investigated around the world for different diseases.[7,8] Peptides are smaller protein fragments that have some advantages over other therapeutic products in terms of ease of synthesis, feasibility for rapid clinical transformation, and cost-effectiveness.[9,10] Peptides can be designed for a variety of target-specific sequences known as epitopes, which can be defined and classified as follows:
An epitope is an antigen determinant or a part/residue of an antigen that binds to an antibody via its paratope counterpart. T-cell epitopes are peptides derived from protein antigens presented on an antigen-presenting cell by major histocompatibility complex molecules and recognized by T-cell receptors. Peptides or residues on the surface of proteins that bind to antibodies are referred to as B-cell epitopes.[11,12] Protein epitopes are classified into two types based on structure and interaction [Table 1].
Table 1.
Features of conformational epitopes and linear epitopes
| Conformational epitopes | Linear epitopes | |
|---|---|---|
| Location | These are located mostly on globular proteins and native nucleic acids | These are located mostly on polysaccharides, fibrillar proteins, and single-stranded nucleic acids |
| Conformation | The interaction of discontinuous amino acid residues forms a 3D conformation | The interaction of contiguous amino acid residues forms a 3D conformation |
| Number of residues | Commonly 4–8 residues | Commonly 8–15 residues |
| Interaction | Interact with B-cells and antibodies | Interacts specifically with T cells |
| Interaction site | Interaction site is available without denaturation | Denaturation required for active site development |
| Structure analysis | 3D structure is of protein is responsible for Ag-Ab reaction | Linear structure of 6 amino acids is responsible for Ag-Ab reaction |
| Binding target | Antibodies that bind to conformational epitopes that cover several secondary structural elements have a flatter surface | Antibodies bind to linear epitopes with a groove at the combining site |
3D=Three-dimensional, Ag-Ab=Antigen–antibody
Other classifications of peptides are based on the number of amino acids or residues, i.e., short and polypeptides. Peptides have short chains of 2–50 amino acids linked by peptide bonds which include dipeptides, tripeptides, tetrapeptides, and oligopeptides. A polypeptide is a fifty-amino acid peptide chain that is long, continuous, and unbranched.[13]
Peptides are further divided into various groups based on their origins and functions. Sources of peptides include plant, bacterial, fungal, amphibian/skin, venom, brain, endocrine, gastrointestinal, cardiovascular, renal, respiratory, and neurotrophic.[14] The functional classification consists of neuropeptide, lipopeptide, and peptide hormone.
As technology advances, structural targets for SARS-CoV-2 have been validated and are now readily accessible in a resolved form for early drug discovery and development.[15] Spike protein, heptad repeat 1 (HR1) and HR2 assembly, main protease (Mpro and 3CLpro), RNA-dependent RNA polymerase, and nonstructural protein 15 of SARS CoV-2 have been described by Prajapat et al., paving the way for the evolution of effective COVID-19 drug discovery and designing approach.[16,17,18]
Peptides and peptide-based treatment approaches can target the interaction between the host angiotensin-converting enzyme 2 (ACE2) receptor and the viral spike (S) protein of SARS-CoV-2. The peptide's principal mechanism is to block the S protein's receptor-binding region from interacting with ACE2 receptors.[9,10]
This review article mainly focused on the scope and current status of peptides, peptidomimetics, and peptide-based vaccines as therapeutic candidates for COVID-19. Only a few studies have investigated the role of peptides and peptide-based agents as potential COVID-19 therapeutics. Due to a lack of data on this topic, we gathered evidence of the role of peptides and peptide-based agents in COVID-19 management from all drug discovery platforms, including in silico, in vitro, in vivo, and clinical trials.
In silico studies targeting S1: Angiotensin- converting enzyme 2 interaction (therapeutic intention)
Table 2 displays the data on designed peptides (therapeutic/vaccine) against SARS-CoV-2. The majority of these peptides targeted the S1:ACE2 interaction, particularly the receptor-binding domain (RBD) region of S1 from SARS-CoV-2. Mo-CBP3-PepII and PepKAA had the highest affinity with it among all the therapeutic peptides analyzed. As a result of binding, both peptides caused conformational changes in the S protein, resulting in an inconsistent interaction with ACE2.[18] Peptide templates 1 and 2 have binding affinity values of -19 and -36 kcal/mol (ΔG MM/GBSA) for the S protein RBD, respectively. Adaptive mutations in templates 1, and 2, however, improve (ΔG MM/GBSA) by −24 and −45 kcal/mol, respectively.[20] MD simulations of azurin and its derivatives revealed that among them, P28 showed excellent binding affinity toward the ACE2 receptor.[21] A new hybrid peptide was created by joining two discontinuous peptide fragments from human ACE2 (hACE2) with a linker glycine (denoted as 22-44G351-357), and it was used as a basis for making new sequences with improved SARS-CoV-2 RBD-binding affinities. It shows a strong EvoEF2-binding score of −53.35 EEU (EvoEF2 energy unit) in comparison to wild type −46.46 EEU.[7]
Table 2.
In silico studies reported peptide design toward severe acute respiratory syndrome coronavirus 2
| Authors/year | Target | Suggested potential therapeutic candidates | Result |
|---|---|---|---|
| Souza PF et al., 2020 | S1 and ACE receptor-binding domain | Mo-CBP 3-PepI, Mo-CBP 3-PepII, RcAlb-PepIII, and PepKAA | Mo-CBP3-PepII (85%) and PepKAA (74%) had the highest affinity with it[19] |
| Chaturvedi et al., 2020 | Mutating S protein RBDs | ACE2-peptides (A475V, G476S, S477I, V483A, and V503F) | Starting with appropriate peptide templates based on selected ACE2 segments (natural RBD binder), the templates are gradually changed by random mutations, with the mutations that maximize their RBD-binding free energies being retained[20] |
| Sasidharan et al., 2020 | p18 and p28 against the viral structural S-protein and nonstructural 3CLpro and PLpro proteins | Azurin and its peptides | MD simulations revealed that p28 has a high affinity for S-protein and the ACE2 receptor, implying that p28 could be used as a protein–protein interaction inhibitor[21] |
| Huang et al., 2020 | Blocking the critical spike-RBD and hACE2 interactions | The binding potency of designed peptides to hACE2 was significantly higher than that of the wild-type hACE2 receptor | The top engineered peptide binders had significantly higher binding potency to hACE2 than the wild-type peptide binders (−53.35 vs. −46.46 EvoEF2 energy unit for design and wild type, respectively)[7] |
| Ling et al., 2020 | Heptad repeat 1/2 fusion of spike protein | They ran a simulation of HR1/2 regions and the fusion core on a computer HR1: 919-NQKLIANQFNSAIGKIQDSLS STASALGKLQDVVNQNAQALNTLVKQ-965; HR2:1171-GINASVVNIQKEIDR LNEVAKNLNESLIDL-1200; HR2-anti-P: 1 | The binding energy of the HR2-based antiviral peptide to HR1 was 43.0 kcal/mol, which was higher than the natural stage of the fusion core (−33.4 kcal/mol), implying that the expected antiviral peptide would compete with HR1 to prevent the fusion core from forming[22] |
RBDs=Receptor-binding domains, ACE=Angiotensin-converting enzyme, hACE2=Human ACE2, HR=Heptad repeat, SARS-CoV-2=Severe acute respiratory syndrome coronavirus 2, Mo-CBP 3-PepI, PepKAA, 3CL, EvoEF2
The peptide as a therapeutic agent for SARS-CoV-2 in vitro and in vivo platforms
Following the in silico evaluation of binding affinity via negative binding free energy calculations, an in vitro platform assessment is required. Three studies have proven promising inhibitory effects against virulent SARS-CoV2 listed in Table 3. Several targets have been investigated to prevent virus infection or to limit virus entry into recipient cells. Victor et al. designed a lipopeptide that inhibits the formation of HR complexes with spike protein fusion at IC50 of 10 nM and IC90 of 100 nM.[27] However, they also evaluated the ex vivo platform to assess the preventive measure, and cytotoxicity toward overexpressing hACE2 and HEK293T or Vero cells by MTT assay, which shows nonsignificant toxicity at higher dose tested. According to Francesca Curreli et al. synthesized helical complementary to helix-1 of ACE2 named NYBSP-1 showed a promising effect by overexpression of ACE2 in HT1080/ACE2 cell lines and human lung cell lines A549/ACE2, using a pseudovirus-based single-cycle assay. IC50 was reported for HT1080/ACE2 ([IC50]: 1.9–4.1 μM) and A549/ACE2 (IC50: 2.2–2.8 μM) cells. The cytopathic effect also evaluated for NYBSP-1 showing efficient effect IC100 at 17.2 μM, other combination for stapled peptides shows IC100 at a higher concentration than NYBSP-2 and NYBSP-4 at 33 μM concentration.[25]
Table 3.
Studies reporting antiviral activity of peptides in in vitro platform
| Studies | Target | Selected candidates | Results |
|---|---|---|---|
| Brandon Beddingfield et al. | Integrin-binding peptide Inhibiting the interaction of spike proteins with α5β1 integrin (+/−ACE2), as well as the interaction of α5β1 integrin with ACE2 | ATN-161 | With an average IC50 of 3.16 µM, ATN-161 was successful in reducing viral loads after infection in Vero E6 cells[23] |
| Outlaw et al. | HR domains of the fusion subunit | Lipopeptide (HRC1) | With IC50s of 10 nM and IC90s of 100 nM, HRC lipopeptide effectively inhibited S-mediated fusion[24] |
| Curreli et al. | Helix-1 of ACE2 | NYBSP-1 | With an IC100 of 17.2 M, NYBSP-1 prevents the complete development of CPEs[25] |
| Maas et al. | Spike protein RBD-hACE2 complex | A36K-F40E stapled peptide | A36K-F40E stapled peptide (IC50: 3.6 µM, Kd: 2.1 µM)[26] |
ACE=Angiotensin-converting enzyme, hACE2=Human ACE2, HR=Heptad repeat, RBD=Receptor-binding domain, CPEs=Cytopathic effects, IC50=Half-maximal inhibitory concentration, HRC=HR complex, ATN, NYBSP-1
Another study by Maas et al. targeted RBD of spike protein toward hACE2, designed stapled peptide named A36K-F40E has potent inhibitory activity with (IC50: 3.6 μM, Kd: 2.1 μM) in RBD-hACE2-binding assay.[26]
Total of 4 peptides showed promising prophylactic effects in survival analysis in different animal models listed in Table 4. EK1 shows 100% prophylactic and 80% therapeutic efficacy in the pseudovirus infection mouse model. It is unclear whether the therapeutic efficacy of other modified EK1C4 lipo-peptides varies between 15-100%, while exhibiting similar prophylactic potential. However, IPB02 and SBP1 inhibit the fusion interaction with spike protein and RBD, respectively, showing the efficacious mechanism of action in the in vitro platform.
Table 4.
Potential peptide-based therapeutic efficacy in preclinical platforms
| Potential peptide therapeutic | Target SARS-CoV-2 (COVID-19) | Sequence | Platform | Result |
|---|---|---|---|---|
| EK1 | HR1 domain of CoV S protein (MFM) | SLDQINVTFLDLEYEMKLE EAIKLEESYIDLKEL | Preclinical in vivo models | 100% prophylactic and 80% therapeutic effective in mouse model of HCoV-OC43 (survival analysis) |
| EK1C4 (lipopeptide) | HR1 domain of CoV S protein (MFM) | (N) EK1-GSGSG-PEG4-(Chol) | Preclinical in vitro and in vivo models | 100% prophylactic and 16.7–100% therapeutic effect in HCoV-OC43 infection mouse model |
| IPB02 | HR1 domain of CoV S protein (MFM) | ISGINASVVNIQKEIDRLNE VAKNLNESLIDLQELK (Chol) | Preclinical in vitro models | IPB02 inhibited SARS-CoV-2 S protein-mediated cell–cell fusion and pseudovirus transduction with high potency |
| SBP1 (peptidase domain of ACE2) | S protein-RBD | IEEQAKTFLDKFNHE AEDLFYQS | Preclinical in vitro models | SBP1 interacts with insect-derived SARS-CoV-2-RBD protein obtained from Sino Biologicals with micromolar affinity, according to BLI |
ACE=Angiotensin-converting enzyme, HR=Heptad repeat, RBD=Receptor-binding domain, BLI=Bio-layer interferometry, SARS-CoV-2=Severe acute respiratory syndrome coronavirus 2, EK1, IPB02, SBP1, MFM, GSGSG, PEG4, HCoV-OC43
Therapeutic peptides in the clinical platform
There are few clinical trials that are under progress in evaluating the role of the peptide as a drug candidate in patients with SARS-CoV2 which are registered in the clinical trial registry. Peptides need to be thoroughly evaluated for safety and efficacy in all three platforms in silico, in vitro, and in vivo before entering into the clinical trials. Some peptide compounds have already entered into the phase 2 study after the successful completion of phase 1 which are listed in Table 5.[27] The major outcomes that they have evaluated in these clinical trials include mortality rate, COVID-19 antigen test negative, the occurrence of any major adverse events, increase in antigen-specific antibody titer, and seroconversion rate.
Table 5.
List of registered peptides and peptide-based vaccine under clinical trials for COVID-19
| Clinical trial Identifier | Study design | Status | Population | Intervention | Control | Outcome |
|---|---|---|---|---|---|---|
| NCT04375124 | NA | Recruiting | 20, age >18 years, COVID-19 positive patients | Angiotensin peptide (1–7)-derived plasma | Routine standard care of treatment | Mortality |
| NCT04780035 | NA | Active, not recruiting | 3000, 18 years and older | EpiVacCorona vaccine based on peptide antigens | Placebo | Primary outcome: Laboratory COVID-19 negative |
| NCT04546841 | Phase 1 | Recruiting | 36, 18 years and older | Multi-peptide cocktail | NA | Primary outcome: ECOG status, complete blood count Secondary outcome: Specific T-cell responses |
| NCT04545749 | Phase 1 | Recruiting | 60 healthy adult (20–55 years) volunteers | UB-612 is a proprietary high-precision designer S1-RBD-protein-based vaccine | Placebo | Primary outcome: Safety: Occurrence of adverse events Secondary outcome: Increase in antigen-specific antibody, immunogenicity |
| NCT04773067 | Phase 2 | Recruiting | 3850 | UB-612 is a proprietary high-precision designer S1-RBD-protein-based vaccine | Placebo | Primary outcome: Titer of neutralizing antibody, seroconversion rate safety evaluation-adverse events Secondary outcome: Seroconversion rate of anti-S1-RBD antibody |
RBD=Receptor-binding domain, NA=Not available
Vaccine candidates
There are few studies that reported peptide-based vaccine design in in silico platforms toward different target-specific domains [Table 6]. Abdelmageed et al. reported envelope protein-binding affinity as a T-cell RBD, which shows well-predicted immunogenic effects.[11] Another few studies reported promising predicted immunogenic effects without showing auto-immunogenic effects; designs involved CD8+ T-cell, B-cell receptor/Fab molecular complexes, and T-cell RBD-based signaling.[11,23,29,32] Multi-epitope-based peptide design is an effective approach toward SARS-CoV-19, and promising immunogenicity can be achieved, but auto-immunogenicity might be a major concern.[31] All the results reported by studies are predicted not actual, so in vivo studies are required to validate the above results.
Table 6.
Studies reported peptide-based vaccine candidate
| Author | Target | Suggested candidates |
|---|---|---|
| Abdelmageed et al. | Envelope protein as an immunogenic target | T-cell epitope-based candidate[11] |
| Kalita et al. | Multiple targets | Multi-epitope-based subunit vaccine showing good protective efficacy and safety in humans[28] |
| Herst et al. | CD8+T-cell immunity | Adjuvanted microsphere peptide vaccine formulation containing NP44-52 confers immunity in mice[29] |
| Kharisma and Ansori | BCR/Fab molecular complexes | Pep_4 ADHQPQTFVNTELH as an epitope-based peptide vaccine It has a high level of immunogenicity[30] |
| Jakhar et al. | TLR-3 | Selection of conformational B-cell epitopes and docking studies Designed multi-epitope peptide vaccine[31] |
BCR=B-cell receptor, TLR=Toll-like receptor
Discussion
Ease of synthesis and designing of peptides toward specific targets outperforms other drug development process strategies, which has recently been trending in special cases of druggable targets with a lower prevalence of adverse events. Three peptides or peptide mimetics have received Food and Drug Administration approval for different indications in the last 2 years, which explains their success story.[28]
Druggable targets for SARS-CoV-19 have been identified, which has aided in the design and development of various peptide-based therapeutics for this COVID-19 pandemic era, as well as clinical trials. The lack of appropriate in vivo evaluation techniques, on the other hand, is a major impediment to the collection of preclinical evidence on efficacy and toxicity. Although each approach has significant limitations, peptide-based therapeutics appear to be superior in all aspects except drug delivery and stability of active conformation.
In this concise review, we assessed the role of peptides or peptidomimetics as a therapeutic and preventive candidate for COVID-19 using various platforms, including in silico, in vitro, in vivo (preclinical animal models), and clinical trials. The majority of studies have focused on the interaction between the host ACE2 receptor and the spike (S) protein of SARS-CoV-2, which has been primarily targeted as peptides and peptide-based therapeutics. Peptides inhibited the receptor-binding domain of S protein in ACE2 receptors.
We discussed current trends in peptide-based therapeutic approaches used in the development of COVID-19 management in this brief review. Recent studies have provoked interest in the potential and success stories of peptide-based therapeutic approaches with limited time and resource field.[33]
Conclusion
In this brief review, we have critically evaluated the role of peptide and peptidomimetics in SARS-CoV-2 disease in the platforms of in silico, in vitro, in vivo (preclinical studies), and clinical trial. All are naming compounds. Expansion not available and not applicable. Ease of synthesis and design makes it a more accessible and thrust area of research.
Author contributions
Data conceived and retrieval and data extraction were done by JK. JK HS and SK wrote the manuscript, with AP's final approval. AP contributed to the critical revision of the manuscript and approved the final edition. BM and AP were approached for additional corrections.
Financial support and sponsorship
Nil.
Conflicts of interest
There are no conflicts of interest.
References
- 1.Home – Johns Hopkins Coronavirus Resource Center. [Last accessed on 2021 May 09]. Available form: https://coronavirus.jhu.edu/
- 2.WHO Coronavirus (COVID.19) Dashboard. [Last accessed on 2021 May 09]. Available form: https://covid19.who.int .
- 3.Bloch EM, Shoham S, Casadevall A, Sachais BS, Shaz B, Winters JL, et al. Deployment of convalescent plasma for the prevention and treatment of COVID-19. J Clin Invest. 2020;130:2757–65. doi: 10.1172/JCI138745. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Prakash A, Singh H, Kaur H, Semwal A, Sarma P, Bhattacharyya A, et al. Systematic review and meta-analysis of effectiveness and safety of favipiravir in the management of novel coronavirus (COVID-19) patients. Indian J Pharmacol. 2020;52:414–21. doi: 10.4103/ijp.ijp_998_20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Grein J, Ohmagari N, Shin D, Diaz G, Asperges E, Castagna A, et al. Compassionate use of remdesivir for patients with severe COVID-19. N Engl J Med. 2020;382:2327–36. doi: 10.1056/NEJMoa2007016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Sarma P, Bhattacharyya A, Kaur H, Prajapat M, Prakash A, Kumar S, et al. Efficacy and safety of steroid therapy in COVID-19: A rapid systematic review and meta-analysis. Indian J Pharmacol. 2020;52:535–50. doi: 10.4103/ijp.ijp_1146_20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Huang X, Pearce R, Zhang Y. De novo design of protein peptides to block association of the SARS-CoV-2 spike protein with human ACE2. Aging (Albany NY) 2020;12:11263–76. doi: 10.18632/aging.103416. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Baig MS, Alagumuthu M, Rajpoot S, Saqib U. Identification of a potential peptide inhibitor of SARS-CoV-2 targeting its entry into the host cells. Drugs R D. 2020;20:161–9. doi: 10.1007/s40268-020-00312-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.VanPatten S, He M, Altiti A, F Cheng K, Ghanem MH, Al-Abed Y. Evidence supporting the use of peptides and peptidomimetics as potential SARS-CoV-2 (COVID-19) therapeutics. Future Med Chem. 2020;12:1647–56. doi: 10.4155/fmc-2020-0180. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Khavinson V, Linkova N, Dyatlova A, Kuznik B, Umnov R. Peptides: Prospects for use in the treatment of COVID-19. Molecules. 2020;25:4389. doi: 10.3390/molecules25194389. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Abdelmageed MI, Abdelmoneim AH, Mustafa MI, Elfadol NM, Murshed NS, Shantier SW, et al. Design of a Multiepitope-Based Peptide Vaccine against the E Protein of Human COVID-19: An Immunoinformatics Approach. Biomed Res Int. 2020:2683286. doi: 10.1155/2020/2683286. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Tian X, Li C, Huang A, Xia S, Lu S, Shi Z, et al. Potent binding of 2019 novel coronavirus spike protein by a SARS coronavirus-specific human monoclonal antibody. Emerg Microbes Infect. 2020;9:382–5. doi: 10.1080/22221751.2020.1729069. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Woo PC, Lau SK, Wong BH, Tsoi HW, Fung AM, Kao RY, et al. Differential sensitivities of severe acute respiratory syndrome (SARS) coronavirus spike polypeptide enzyme-linked immunosorbent assay (ELISA) and SARS coronavirus nucleocapsid protein ELISA for serodiagnosis of SARS coronavirus pneumonia. J Clin Microbiol. 2005;43:3054–8. doi: 10.1128/JCM.43.7.3054-3058.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Lee AC, Harris JL, Khanna KK, Hong JH. A comprehensive review on current advances in peptide drug development and design. Int J Mol Sci. 2019;20:2383. doi: 10.3390/ijms20102383. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Shekhar N, Sarma P, Prajapat M, Avti P, Kaur H, Raja A, et al. In silico structure-based repositioning of approved drugs for spike glycoprotein S2 domain fusion peptide of SARS-CoV-2: Rationale from molecular dynamics and binding free energy calculations. mSystems. 2020;5:e00382–20. doi: 10.1128/mSystems.00382-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Shang J, Ye G, Shi K, Wan Y, Luo C, Aihara H, et al. Structural basis of receptor recognition by SARS-CoV-2. Nature. 2020;581:221–4. doi: 10.1038/s41586-020-2179-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Prajapat M, Sarma P, Shekhar N, Prakash A, Avti P, Bhattacharyya A, et al. Update on the target structures of SARS-CoV-2: A systematic review. Indian J Pharmacol. 2020;52:142–9. doi: 10.4103/ijp.IJP_338_20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Citarella A, Scala A, Piperno A, Micale N. SARS-CoV-2 M (pro): A potential target for peptidomimetics and small-molecule inhibitors. Biomolecules. 2021;11:607. doi: 10.3390/biom11040607. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Souza PF, Lopes FE, Amaral JL, Freitas CD, Oliveira JT. A molecular docking study revealed that synthetic peptides induced conformational changes in the structure of SARS-CoV-2 spike glycoprotein, disrupting the interaction with human ACE2 receptor. Int J Biol Macromol. 2020;164:66–76. doi: 10.1016/j.ijbiomac.2020.07.174. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Chaturvedi P, Han Y, Král P, Vuković L. Adaptive evolution of peptide inhibitors for mutating SARS-CoV-2. Adv Theory Simul. 2020;3:1–6. doi: 10.1002/adts.202000156. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Sasidharan S, Selvaraj C, Singh SK, Dubey VK, Kumar S, Fialho AM, et al. Bacterial protein azurin and derived peptides as potential anti-SARS-CoV-2 agents: Insights from molecular docking and molecular dynamics simulations. J Biomol Struct Dyn. 2021;39:5706–21. doi: 10.1080/07391102.2020.1787864. [DOI] [PubMed] [Google Scholar]
- 22.Ling R, Dai Y, Huang B, Huang W, Yu J, Lu X, et al. In silico design of antiviral peptides targeting the spike protein of SARS-CoV-2. Peptides. 2020;130:170328. doi: 10.1016/j.peptides.2020.170328. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Beddingfield BJ, Iwanaga N, Chapagain PP, Zheng W, Roy CJ, Hu TY, et al. The Integrin Binding Peptide, ATN-161, as a Novel Therapy for SARS-CoV-2 Infection. JACC Basic Transl Sci. 2021;6:1–8. doi: 10.1016/j.jacbts.2020.10.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Outlaw VK, Bovier FT, Mears MC, Cajimat MN, Zhu Y, Lin MJ, et al. Inhibition of coronavirus entry In vitro and Ex vivo by a lipid-conjugated peptide derived from the SARS-CoV-2 spike glycoprotein HRC domain. mBio. 2020;11:e01935–20. doi: 10.1128/mBio.01935-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Curreli F, Victor SM, Ahmed S, Drelich A, Tong X, Tseng CK, et al. Stapled peptides based on human angiotensin-converting enzyme 2 (ACE2) potently inhibit SARS-CoV-2 infection In vitro . mBio. 2020;11:e02451–20. doi: 10.1128/mBio.02451-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Maas MN, Hintzen JC, Löffler PM, Mecinović J. Targeting SARS-CoV-2 spike protein by stapled hACE2 peptides. Chem Commun (Camb) 2021;57:3283–6. doi: 10.1039/d0cc08387a. [DOI] [PubMed] [Google Scholar]
- 27.Outlaw VK, Bovier FT, Mears MC, Cajimat MN, Zhu Y, Lin MJ, et al. Inhibition of coronavirus entry in vitro and ex vivo by a lipid-conjugated peptide derived from the SARS-CoV-2 spike glycoprotein HRC domain.MBio. 2020;11:e01935–20. doi: 10.1128/mBio.01935-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Kalita P, Padhi AK, Zhang KY, Tripathi T. Design of a peptide-based subunit vaccine against novel coronavirus SARS-CoV-2. Microb Pathog. 2020;145:104236. doi: 10.1016/j.micpath.2020.104236. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Herst CV, Burkholz S, Sidney J, Sette A, Harris PE, Massey S, et al. An effective CTL peptide vaccine for Ebola Zaire based on survivors' CD8+ targeting of a particular nucleocapsid protein epitope with potential implications for COVID-19 vaccine design. Vaccine. 2020;38:4464–75. doi: 10.1016/j.vaccine.2020.04.034. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Kharisma VD, Ansori AN. Construction of epitope-based peptide vaccine against SARS-CoV-2: Immunoinformatics study. J Pure Appl Microbiol. 2020;14(Suppl 1):999–1005. [Google Scholar]
- 31.Jakhar R, Kaushik S, Gakhar SK. 3CL hydrolase-based multiepitope peptide vaccine against SARS-CoV-2 using immunoinformatics. J Med Virol. 2020;92:2114–23. doi: 10.1002/jmv.25993. [DOI] [PubMed] [Google Scholar]
- 32.Bhatnager R, Bhasin M, Arora J, Dang AS. Epitope based peptide vaccine against SARS-COV2: An immune-informatics approach. J Biomol Struct Dyn. 2021;39:5690–705. doi: 10.1080/07391102.2020.1787227. [DOI] [PubMed] [Google Scholar]
- 33.Mousavi Maleki MS, Rostamian M, Madanchi H. Antimicrobial peptides and other peptide-like therapeutics as promising candidates to combat SARS-CoV-2. Expert Rev Anti Infect Ther. 2021;19:1205–17. doi: 10.1080/14787210.2021.1912593. [DOI] [PMC free article] [PubMed] [Google Scholar]
