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Zhu J, Lai Y, Cheng M, Dash RC, Guo S, Guo J, Su Y, Wolek A, Issacs B, Liu Z, Li Q, Mishra N, Garmendia A, Hadden MK, Tian XC, He X, Tang Y. Discovery of small molecules against porcine reproductive and respiratory syndrome virus replication by targeting NendoU activity. J Virol 2025; 99:e0203424. [PMID: 39745451 PMCID: PMC11852993 DOI: 10.1128/jvi.02034-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Accepted: 12/13/2024] [Indexed: 01/11/2025] Open
Abstract
Porcine reproductive and respiratory syndrome (PRRS) remains a major threat to animal health and causes substantial economic losses worldwide. The nonstructural protein 11 (NSP11) of the causative agent, PRRS virus (PRRSV), contains a highly conserved nidoviral uridylate-specific endoribonuclease (NendoU) domain essential for viral replication and immune evasion. Targeting NSP11 offers a novel approach to antiviral intervention. Through in silico virtual screening followed by a fluorescence resonance energy transfer assay , we identified A8-A2 as a promising candidate that effectively inhibits NendoU activity. Molecular docking and mutational analysis revealed that A8-A2 and its analogs target the key catalytic residues His144 and Thr217 of NSP11, located within the NendoU enzyme activity loop and pocket region, respectively. A8-A2 demonstrated dose-dependent inhibition of PRRSV replication in porcine alveolar macrophages. Notably, the NendoU is conserved across PRRSV strains and other Nidoviruses, and A8-A2 exhibited antiviral activity against both type I and type II PRRSV strains, as well as the infectious bronchitis virus, a coronavirus in the order Nidovirales. Further investigations revealed that A8-A2 impedes viral replication early in infection and reverses NSP11-mediated suppression of Poly(I:C)-induced interferon production. However, this effect occurs independently of mRNA splicing inhibition. These findings indicate that A8-A2 could act as an effective antiviral agent against infections caused by diverse PRRSV strains and may serve as a broad-spectrum agent for other Nidoviruses. IMPORTANCE Porcine reproductive and respiratory syndrome virus (PRRSV) causes significant economic losses in the pig industry, and vaccination is the principal method to prevent this viral infection currently. However, vaccination often fails to provide protection against heterologous strains, highlighting the need for alternative strategies for broad protection. The nidoviral uridylate-specific endoribonuclease (NendoU) domain plays a crucial role in viral replication and evasion of host immune responses. In this study, we identified a group of new compounds with similar chemical structures that could interfere with NendoU enzyme activity. Among these compounds, A8-A2 significantly inhibited PRRSV replication in host cells with minimal cytotoxicity. Our findings provide a new direction for developing potent antiviral compounds that can offer broad protection against different PRRSV strains, thereby mitigating their impact on pig health and benefiting the husbandry industry.
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Affiliation(s)
- Jiaqi Zhu
- Department of Animal Science, Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
- Shaanxi Centre of Stem Cells Engineering & Technology, Key Laboratory of Livestock Biology, Engineering Research Center of Efficient New Vaccines for Animals, Ministry of Education and Universities of Shaanxi Province, College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi, China
| | - Yunqiang Lai
- Shaanxi Centre of Stem Cells Engineering & Technology, Key Laboratory of Livestock Biology, Engineering Research Center of Efficient New Vaccines for Animals, Ministry of Education and Universities of Shaanxi Province, College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi, China
| | - Mengqi Cheng
- Shaanxi Centre of Stem Cells Engineering & Technology, Key Laboratory of Livestock Biology, Engineering Research Center of Efficient New Vaccines for Animals, Ministry of Education and Universities of Shaanxi Province, College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi, China
| | - Radha Charan Dash
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, Connecticut, USA
| | - Shuangshuang Guo
- Department of Animal Science, Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
| | - Jintong Guo
- Shaanxi Centre of Stem Cells Engineering & Technology, Key Laboratory of Livestock Biology, Engineering Research Center of Efficient New Vaccines for Animals, Ministry of Education and Universities of Shaanxi Province, College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi, China
| | - Yue Su
- Department of Animal Science, Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
| | - Andrew Wolek
- Department of Animal Science, Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
| | - Brianna Issacs
- Department of Animal Science, Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
| | - Zhenming Liu
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Qi Li
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Neha Mishra
- Department of Pathobiology and Veterinary Sciences, University of Connecticut, Storrs, Connecticut, USA
| | - Antonio Garmendia
- Department of Pathobiology and Veterinary Sciences, University of Connecticut, Storrs, Connecticut, USA
| | - M. Kyle Hadden
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, Connecticut, USA
| | - X. Cindy Tian
- Department of Animal Science, Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
| | - Xin He
- Shaanxi Centre of Stem Cells Engineering & Technology, Key Laboratory of Livestock Biology, Engineering Research Center of Efficient New Vaccines for Animals, Ministry of Education and Universities of Shaanxi Province, College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi, China
| | - Young Tang
- Department of Animal Science, Institute for Systems Genomics, University of Connecticut, Storrs, Connecticut, USA
- Shaanxi Centre of Stem Cells Engineering & Technology, Key Laboratory of Livestock Biology, Engineering Research Center of Efficient New Vaccines for Animals, Ministry of Education and Universities of Shaanxi Province, College of Veterinary Medicine, Northwest A&F University, Yangling, Shaanxi, China
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Sai Yengu N, Raheem A, Pons AG, Ho WL, Ali SMS, Haseeb A, Fadlalla Ahmad TK, Mustafa MS. The impact of ivermectin on COVID-19 outcomes: a systematic review and meta-analysis. Ann Med Surg (Lond) 2025; 87:809-829. [PMID: 40110299 PMCID: PMC11918548 DOI: 10.1097/ms9.0000000000002762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 10/13/2024] [Accepted: 11/11/2024] [Indexed: 03/22/2025] Open
Abstract
Background The COVID-19 pandemic, resulting in approximately seven million deaths globally, underscores the urgency for effective treatments. Ivermectin, among several repurposed drugs, garnered interest due to its antiviral properties. However, conflicting evidence from observational studies and randomized controlled trials raised questions about its efficacy and safety. Method This systematic review and meta-analysis followed MOOSE and PRISMA guidelines. Comprehensive searches were conducted in databases including Scopus, Embase, PubMed, and Web of Science up to April 2024. Data were extracted independently by two reviewers and analyzed using Comprehensive Meta-Analysis V3 software. Results Across 33 studies encompassing 15,376 participants, ivermectin showed no significant impact on critical outcomes such as mortality [risk ratio (RR) 0.911, 95% confidence intervals (CI) 0.732-1.135], mechanical ventilation (RR 0.727, 95% CI 0.521-1.016), polymerase chain reaction conversion (RR 1.024, 95% CI 0.936-1.120), ICU admissions (RR 0.712, 95% CI 0.274-1.850), or hospitalization rates (RR 0.735, 95% CI 0.464-1.165) compared to controls. However, it significantly reduced time to symptom alleviation (standardized mean difference -0.302, 95% CI -0.587 to -0.018) and sustained symptom relief (RR 0.897, 95% CI 0.873-0.921). Adverse event (AE) rates were similar between the ivermectin and control groups (RR 0.896, 95% CI 0.797-1.007). Meta-regression indicated older age and diabetes as predictors of AEs. Conclusion Despite its observed benefits in symptom management, ivermectin did not significantly influence critical clinical outcomes in COVID-19 patients. These findings highlight the importance of continued research to identify effective treatments for COVID-19, emphasizing the need for high-quality studies with robust methodology to inform clinical practice and public health policy effectively.
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Affiliation(s)
- Nithin Sai Yengu
- Dr Pinnamaneni Siddhartha Institute of Medical Sciences, Vijayawada, India
| | | | | | - Wing Lam Ho
- Saint George's University School of Medicine University Center, Grenada
| | | | - Abdul Haseeb
- Jinnah Sindh Medical University, Karachi, Pakistan
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Ulrich-Merzenich GS, Shcherbakova A, Pizarro C, Skowasch D. Dexamethasone, Remdesivir and Azithromycin modulate ACE2 and IL-6 in Lung Epithelial Cells. Pneumologie 2025; 79:134-140. [PMID: 39284346 DOI: 10.1055/a-2372-3632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Abstract
BACKGROUND The optimal use of steroids in COVID-19 patients remains challenging. Current S3-guidelines "Recommendations for patients with COVID-19" recommend dexamethasone (DEX) for patients requiring respiratory support, remdesivir (RD) in the early disease phase and azythromycin (AZ) is no longer recommended. We investigated effects of DEX, RD and AZ in a lipopolysaccharide induced inflammation in lung cells in vitro and analyzed publicly available datasets with a focus on the Angiotensin-converting enzyme 2 (ACE2) to better understand drugs' mechanisms of action. METHODS human bronchial (Calu) and alveolar (A549) lung epithelial cells were treated with DEX, AZ or RDV in the presence of lipopolysaccharides (LPS). Gene expression (GE) of ACE2, IL-6 and the IL-6 protein release were measured. Publicly available GE data from lung tissues of COVID-19 patients and from lung cells treated with DEX were analyzed for the GE of ACE2. RESULTS DEX increased and RDV and AZ reduced the GE of ACE2 in LPS-stimulated bronchial and alveolar epithelial cells. Only DEX significantly reduced LPS-induced IL-6 releases in alveolar cells substantially. The database analyses showed an, albeit not always significant, increase in ACE2 for lung tissue or cell lines treated with DEX. Lung tissue from patients after COVID-19 infection as well as bronchial cell cultures after COVID-19 infection showed lower GEs of ACE2. DISCUSSION AND CONCLUSION DEX can increase ACE2 expression in vitro and thereby the portal of entry of SARS-CoV-2 into lung cells during an LPS induced inflammation. Simultaneously the inflammatory marker IL-6 is reduced. Comparative database analyses indicate that these processes can also take place in vivo.
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Affiliation(s)
| | - Anastasiia Shcherbakova
- Medical Clinic III, AG Synergy Research and Experimental Medicine, University Hospital Bonn, Bonn, Germany
| | - Carmen Pizarro
- Department Internal Medicine II, University Hospital Bonn, Bonn, Germany
| | - Dirk Skowasch
- Department Internal Medicine II, University Hospital Bonn, Bonn, Germany
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Neary M, Gallardo-Toledo E, Sharp J, Herriott J, Kijak E, Bramwell C, Cox H, Tatham L, Box H, Curley P, Arshad U, Rajoli RKR, Pertinez H, Valentijn A, Pennington SH, Caygill CH, Lopeman RC, Biagini GA, Kipar A, Stewart JP, Owen A. Assessment of Favipiravir and Remdesivir in Combination for SARS-CoV-2 Infection in Syrian Golden Hamsters. Viruses 2024; 16:1838. [PMID: 39772148 PMCID: PMC11680105 DOI: 10.3390/v16121838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Accepted: 11/17/2024] [Indexed: 01/11/2025] Open
Abstract
Favipiravir (FVP) and remdesivir (RDV) have demonstrable antiviral activity against SARS-CoV-2. Here, the efficacy of FVP, RDV, and FVP with RDV (FVP + RDV) in combination was assessed in Syrian golden hamsters challenged with SARS-CoV- 2 (B.1.1.7) following intraperitoneal administration. At day 4 post infection, viral RNA and viral antigen expression were significantly lower in lungs for all three treatment groups compared to the sham treatment. Similarly, viral titres in the lungs were lower in all treatment groups compared to the sham treatment. The FVP + RDV combination was the only treatment group where viral RNA in nasal turbinate and lung, virus titres in lung, and viral antigen expression (lung) were all lower than those for the sham treatment group. Moreover, lower viral titre values were observed in the FVP + RDV group compared to other treatment groups, albeit only significantly lower in comparison to those in the RDV-only-treated group. Further assessment of the potential utility of FVP in combination with RDV may be warranted. Future studies should also consider whether the combination of these two drugs may reduce the speed at which drug resistance mutations are selected.
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Affiliation(s)
- Megan Neary
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Eduardo Gallardo-Toledo
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Joanne Sharp
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Joanne Herriott
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Edyta Kijak
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Chloe Bramwell
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Helen Cox
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Lee Tatham
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Helen Box
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Paul Curley
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Usman Arshad
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Rajith K. R. Rajoli
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Henry Pertinez
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Anthony Valentijn
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
| | - Shaun H. Pennington
- Centre for Drugs and Diagnostics, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK; (S.H.P.); (C.H.C.); (R.C.L.); (G.A.B.)
| | - Claire H. Caygill
- Centre for Drugs and Diagnostics, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK; (S.H.P.); (C.H.C.); (R.C.L.); (G.A.B.)
| | - Rose C. Lopeman
- Centre for Drugs and Diagnostics, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK; (S.H.P.); (C.H.C.); (R.C.L.); (G.A.B.)
| | - Giancarlo A. Biagini
- Centre for Drugs and Diagnostics, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK; (S.H.P.); (C.H.C.); (R.C.L.); (G.A.B.)
| | - Anja Kipar
- Department of Infection Biology & Microbiomes, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool L69 3BX, UK; (A.K.); (J.P.S.)
- Laboratory for Animal Model Pathology, Institute of Veterinary Pathology, Vetsuisse Faculty, University of Zurich, 8057 Zurich, Switzerland
| | - James P. Stewart
- Department of Infection Biology & Microbiomes, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool L69 3BX, UK; (A.K.); (J.P.S.)
| | - Andrew Owen
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK; (M.N.); (E.G.-T.); (J.S.); (J.H.); (E.K.); (C.B.); (H.C.); (L.T.); (H.B.); (P.C.); (U.A.); (R.K.R.R.); (H.P.); (A.V.)
- Centre of Excellence in Long-Acting Therapeutics (CELT), University of Liverpool, Liverpool L69 3BX, UK
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Platzer M, Totschnig D, Karolyi M, Clodi-Seitz T, Wenisch C, Zoufaly A. The effect of early remdesivir administration in COVID-19 disease progression in hospitalised patients. Wien Klin Wochenschr 2024; 136:458-464. [PMID: 38884783 PMCID: PMC11327179 DOI: 10.1007/s00508-024-02377-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 04/22/2024] [Indexed: 06/18/2024]
Abstract
BACKGROUND Antiviral drugs have become crucial in managing COVID-19, reducing complications and mortality. Remdesivir has emerged as an effective therapeutic drug for hospitalized patients at risk of disease progression, especially when alternative treatments are infeasible. While the recommended treatment duration of remdesivir extends up to 7 days post-symptom onset, this study examines how early remdesivir administration impacts clinical outcomes. METHODS We conducted a retrospective analysis using clinical data from consecutively PCR confirmed SARS-CoV‑2 adult patients (≥ 18 years) who received remdesivir during their hospitalization at the department of infectious diseases, Klinik Favoriten in Vienna. The data covered the period from July 1, 2021, to April 31, 2022. Patients were divided into two groups based on the timing of remdesivir administration: an early group (0-3 days since symptom onset) and a late group (≥ 4 days since symptom onset). The primary outcome was in-hospital disease progression, assessed using the WHO COVID-19 Clinical Progression Scale (≥ 1 point increase). Multivariable logistic regression, adjusted for age, sex, SARS-CoV‑2 variant, and COVID-19 vaccination status, was used to assess clinical outcomes. RESULTS In total 219 patients were included of whom 148 (67.6%) were in the early group and 71 (32.4%) were in the late group. The average age was 66.5 (SD: 18.0) years, 68.9% of the patients were vaccinated, and 72.6% had the Omicron virus variant. Late remdesivir administration was associated with a significantly higher probability of needing high-flow oxygen therapy (OR 2.52, 95% CI 1.40-4.52, p = 0.002) and ICU admission (OR 4.34, 95% CI 1.38-13.67, p = 0.012) after adjusting for confounders. In the late group there was a trend towards a higher risk of clinical worsening (OR 2.13, 95% CI 0.98-4.64, p = 0.056) and need for any oxygen therapy (OR 1.85, 95% CI 0.94-3.64, p = 0.074). CONCLUSION Compared to patients who received remdesivir within the first 3 days after symptom onset, administering remdesivir after day 3 in hospitalized COVID-19 patients is associated with higher risk for complications, such as the need for high-flow oxygen therapy and ICU admission.
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Affiliation(s)
- Moritz Platzer
- 4. Med. Department for Infectious Diseases and Tropical Medicine, Klinik Favoriten, Wiener Gesundheitsverbund, Vienna, Austria
| | - David Totschnig
- 4. Med. Department for Infectious Diseases and Tropical Medicine, Klinik Favoriten, Wiener Gesundheitsverbund, Vienna, Austria
| | - Mario Karolyi
- 4. Med. Department for Infectious Diseases and Tropical Medicine, Klinik Favoriten, Wiener Gesundheitsverbund, Vienna, Austria
| | - Tamara Clodi-Seitz
- 4. Med. Department for Infectious Diseases and Tropical Medicine, Klinik Favoriten, Wiener Gesundheitsverbund, Vienna, Austria
| | - Christoph Wenisch
- 4. Med. Department for Infectious Diseases and Tropical Medicine, Klinik Favoriten, Wiener Gesundheitsverbund, Vienna, Austria
| | - Alexander Zoufaly
- 4. Med. Department for Infectious Diseases and Tropical Medicine, Klinik Favoriten, Wiener Gesundheitsverbund, Vienna, Austria.
- Faculty of Medicine, Sigmund Freud University, Vienna, Austria.
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Shang N, Li X, Guo Z, Zhang L, Wang S. Comparative analysis of the safety and effectiveness of Nirmatrelvir-Ritonavir and Azvudine in older patients with COVID-19: a retrospective study from a tertiary hospital in China. Front Pharmacol 2024; 15:1362345. [PMID: 39104387 PMCID: PMC11298358 DOI: 10.3389/fphar.2024.1362345] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Accepted: 06/27/2024] [Indexed: 08/07/2024] Open
Abstract
Introduction: Numerous studies have explored the treatment outcomes of Nirmatrelvir-Ritonavir and Azvudine in older patients with COVID-19. However, direct comparisons between these two drugs are still relatively limited. This study aims to compare the safety and effectiveness of these two drugs in Chinese older patients with early infection to provide strategies for clinical treatment. Methods: Older COVID-19 patients (age ≥65) hospitalized during the winter 2022 epidemic in China were included and divided into Nirmatrelvir-Ritonavir and Azvudine. Demographics, medication information, laboratory parameters, and treatment outcomes were collected. All-cause 28-day mortality, delta cycle threshold (ΔCt), nucleic acid negative conversion time, and incidence of adverse events were defined as outcomes. Propensity score matching (PSM), Kaplan-Meier, Cox proportional hazards model, subgroup analysis, and nomograms were selected to evaluate the outcomes. Results: A total of 1,508 older COVID-19 patients were screened. Based on the inclusion and exclusion criteria, 1,075 patients were eligible for the study. After PSM, the final number of older COVID-19 patients included in the study was 375, and there were no significant differences in demographic characteristics between the two groups (p > 0.05). Compared to the Azvudine group, the Nirmatrelvir-Ritonavir group showed a higher incidence of multiple adverse events (12.8% vs 5.2%, p = 0.009). The incidence of adverse events related to abnormal renal function was higher in the Nirmatrelvir-Ritonavir group compared to the Azvudine group (13.6% vs 7.2%, p = 0.045). There were no significant differences between the two groups in terms of all-cause 28-day mortality (HR = 1.020, 95% CI: 0.542 - 1.921, p = 0.951), whereas there were significant differences in nucleic acid negative conversion time (HR = 1.659, 95% CI: 1.166 - 2.360, p = 0.005) and ΔCt values (HR = 1.442, 95% CI: 1.084 - 1.918, p = 0.012). Conclusion: Azvudine and Nirmatrelvir-Ritonavir have comparable effectiveness in reducing mortality risk. Azvudine may perform better in nucleic acid negative conversion time and virus clearance and shows slightly better safety in older patients. Further studies with a larger sample size were needed to validate the result.
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Affiliation(s)
- Nan Shang
- Department of Pharmacy, The First Hospital of Shanxi Medical University, Taiyuan, Shanxi, China
| | - Xianlin Li
- School of Pharmacy, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Zhiyu Guo
- School of Pharmacy, Shanxi Medical University, Taiyuan, Shanxi, China
| | - Lan Zhang
- School of Public Health, Capital Medical University, Beijing, China
| | - Shanshan Wang
- Section of Occupational Medicine, Department of Special Medicine, Shanxi Medical University, Taiyuan, China
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7
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Suwanchaikasem P, Rattanapisit K, Strasser R, Phoolcharoen W. Quality control in SARS-CoV-2 RBD-Fc vaccine production using LC-MS to confirm strain selection and detect contaminations from other strains. Sci Rep 2024; 14:9629. [PMID: 38671013 PMCID: PMC11053075 DOI: 10.1038/s41598-024-59860-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Accepted: 04/16/2024] [Indexed: 04/28/2024] Open
Abstract
Coronavirus disease of 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is an ongoing outbreak, disrupting human life worldwide. Vaccine development was prioritized to obtain a biological substance for combating the viral pathogen and lessening disease severity. In vaccine production, biological origin and relevant materials must be carefully examined for potential contaminants in conformity with good manufacturing practice. Due to fast mutation, several SARS-CoV-2 variants and sublineages have been identified. Currently, most of COVID-19 vaccines are developed based on the protein sequence of the Wuhan wild type strain. New vaccines specific for emerging SARS-CoV-2 strains are continuously needed to tackle the incessant evolution of the virus. Therefore, in vaccine development and production, a reliable method to identify the nature of subunit vaccines is required to avoid cross-contamination. In this study, liquid chromatography-mass spectrometry using quadrupole-time of flight along with tryptic digestion was developed for distinguishing protein materials derived from different SARS-CoV-2 strains. After analyzing the recombinantly produced receptor-binding domain (RBD) of the SARS-CoV-2 spike protein, nine characteristic peptides were identified with acceptable limits of detection. They can be used together to distinguish 14 SARS-CoV-2 strains, except Kappa and Epsilon. Plant-produced RBD-Fc protein derived from Omicron strains can be easily distinguished from the others with 4-5 unique peptides. Eventually, a peptide key was developed based on the nine peptides, offering a prompt and precise flowchart to facilitate SARS-CoV-2 strain identification in COVID-19 vaccine manufacturing.
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Affiliation(s)
| | | | - Richard Strasser
- Department of Applied Genetics and Cell Biology, Institute of Plant Biotechnology and Cell Biology, University of Natural Resources and Life Sciences, 1180, Vienna, Austria
| | - Waranyoo Phoolcharoen
- Center of Excellence in Plant-Produced Pharmaceuticals, Chulalongkorn University, Bangkok, 10330, Thailand.
- Department of Pharmacognosy and Pharmaceutical Botany, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, 10330, Thailand.
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8
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Veronese N, Di Gennaro F, Frallonardo L, Ciriminna S, Papagni R, Carruba L, Agnello D, De Iaco G, De Gennaro N, Di Franco G, Naro L, Brindicci G, Rizzo A, Bavaro DF, Garlisi MC, Santoro CR, Signorile F, Balena F, Mansueto P, Milano E, Giannitrapani L, Fiordelisi D, Mariani MF, Procopio A, Lattanzio R, Licata A, Vernuccio L, Amodeo S, Guido G, Segala FV, Barbagallo M, Saracino A. Real life experience on the use of Remdesivir in patients admitted to COVID-19 in two referral Italian hospital: a propensity score matched analysis. Sci Rep 2024; 14:9303. [PMID: 38654033 DOI: 10.1038/s41598-024-59957-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Accepted: 04/17/2024] [Indexed: 04/25/2024] Open
Abstract
Remdesivir (RDV) was the first Food and Drug Administration (FDA)-approved medication for COVID-19, with discordant data on efficacy in reducing mortality risk and disease progression. In the context of a dynamic and rapidly changing pandemic landscape, the utilization of real-world evidence is of utmost importance. The objective of this study is to evaluate the impact of RDV on patients who have been admitted to two university referral hospitals in Italy due to COVID-19. All patients older than 18 years and hospitalized at two different universities (Bari and Palermo) were enrolled in this study. To minimize the effect of potential confounders, we used propensity score matching with one case (Remdesivir) and one control that never experienced this kind of intervention during hospitalization. Mortality was the primary outcome of our investigation, and it was recorded using death certificates and/or medical records. Severe COVID-19 was defined as admission to the intensive care unit or a qSOFAscore ≥ 2 or CURB65scores ≥ 3. After using propensity score matching, 365 patients taking Remdesivir and 365 controls were included. No significant differences emerged between the two groups in terms of mean age and percentage of females, while patients taking Remdesivir were less frequently active smokers (p < 0.0001). Moreover, the patients taking Remdesivir were less frequently vaccinated against COVID-19. All the other clinical, radiological, and pharmacological parameters were balanced between the two groups. The use of Remdesivir in our cohort was associated with a significantly lower risk of mortality during the follow-up period (HR 0.56; 95% CI 0.37-0.86; p = 0.007). Moreover, RDV was associated with a significantly lower incidence of non-invasive ventilation (OR 0.27; 95% CI 0.20-0.36). Furthermore, in the 365 patients taking Remdesivir, we observed two cases of mild renal failure requiring a reduction in the dosage of Remdesivir and two cases in which the physicians decided to interrupt Remdesivir for bradycardia and for QT elongation. Our study suggests that the use of Remdesivir in hospitalized COVID-19 patients is a safe therapy associated with improved clinical outcomes, including halving of mortality and with a reduction of around 75% of the risk of invasive ventilation. In a constantly changing COVID-19 scenario, ongoing research is necessary to tailor treatment decisions based on the latest scientific evidence and optimize patient outcomes.
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Affiliation(s)
- Nicola Veronese
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Francesco Di Gennaro
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Luisa Frallonardo
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy.
| | - Stefano Ciriminna
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Roberta Papagni
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Luca Carruba
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Diletta Agnello
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Giuseppina De Iaco
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Nicolò De Gennaro
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Giuseppina Di Franco
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Liliana Naro
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Gaetano Brindicci
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Angelo Rizzo
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Davide Fiore Bavaro
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Maria Chiara Garlisi
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Carmen Rita Santoro
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Fabio Signorile
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Flavia Balena
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Pasquale Mansueto
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Eugenio Milano
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Lydia Giannitrapani
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Deborah Fiordelisi
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Michele Fabiano Mariani
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Andrea Procopio
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Rossana Lattanzio
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Anna Licata
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Laura Vernuccio
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Simona Amodeo
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Giacomo Guido
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Francesco Vladimiro Segala
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
| | - Mario Barbagallo
- Geriatrics Section, Department of Internal Medicine, University of Palermo, Palermo, Italy
| | - Annalisa Saracino
- Department of Precision and Regenerative Medicine and Ionian Area (DiMePRe-J), Clinic of Infectious Diseases, University of Bari "Aldo Moro", Piazza Giulio Cesare N. 11 Cap, 70124, Bari, Italy
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9
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Lee JE, Kang DH, Kim SY, Kim DK, Lee SI. Clinical Manifestations and Outcomes of Older Patients with COVID-19: A Comprehensive Review. Tuberc Respir Dis (Seoul) 2024; 87:145-154. [PMID: 38368903 PMCID: PMC10990616 DOI: 10.4046/trd.2023.0157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 11/17/2023] [Accepted: 01/13/2024] [Indexed: 02/20/2024] Open
Abstract
The consequences of coronavirus disease 2019 (COVID-19) are particularly severe in older adults with a disproportionate number of severe and fatal outcomes. Therefore, this integrative review aimed to provide a comprehensive overview of the clinical characteristics, management approaches, and prognosis of older patients diagnosed with COVID-19. Common clinical presentations in older patients include fever, cough, and dyspnea. Additionally, preexisting comorbidities, especially diabetes and pulmonary and cardiovascular diseases, were frequently observed and associated with adverse outcomes. Management strategies varied, however, early diagnosis, vigilant monitoring, and multidisciplinary care were identified as key factors for enhancing patient outcomes. Nonetheless, the prognosis remains guarded for older patients, with increased rates of hospitalization, mechanical ventilation, and mortality. However, timely therapeutic interventions, especially antiviral and supportive treatments, have demonstrated some efficacy in mitigating the severe consequences in this age group. In conclusion, while older adults remain highly susceptible to severe outcomes from COVID-19, early intervention, rigorous monitoring, and comprehensive care can play a pivotal role in improving their clinical outcomes.
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Affiliation(s)
- Jeong Eun Lee
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Republic of Korea
| | - Da Hyun Kang
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Republic of Korea
| | - So-Yun Kim
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Republic of Korea
| | - Duk Ki Kim
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Republic of Korea
| | - Song I Lee
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Internal Medicine, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Republic of Korea
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10
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Alipour Z, Zarezadeh S, Ghotbi-Ravandi AA. The Potential of Anti-coronavirus Plant Secondary Metabolites in COVID-19 Drug Discovery as an Alternative to Repurposed Drugs: A Review. PLANTA MEDICA 2024; 90:172-203. [PMID: 37956978 DOI: 10.1055/a-2209-6357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
In early 2020, a global pandemic was announced due to the emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), known to cause COVID-19. Despite worldwide efforts, there are only limited options regarding antiviral drug treatments for COVID-19. Although vaccines are now available, issues such as declining efficacy against different SARS-CoV-2 variants and the aging of vaccine-induced immunity highlight the importance of finding more antiviral drugs as a second line of defense against the disease. Drug repurposing has been used to rapidly find COVID-19 therapeutic options. Due to the lack of clinical evidence for the therapeutic benefits and certain serious side effects of repurposed antivirals, the search for an antiviral drug against SARS-CoV-2 with fewer side effects continues. In recent years, numerous studies have included antiviral chemicals from a variety of plant species. A better knowledge of the possible antiviral natural products and their mechanism against SARS-CoV-2 will help to develop stronger and more targeted direct-acting antiviral agents. The aim of the present study was to compile the current data on potential plant metabolites that can be investigated in COVID-19 drug discovery and development. This review represents a collection of plant secondary metabolites and their mode of action against SARS-CoV and SARS-CoV-2.
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Affiliation(s)
- Zahra Alipour
- Department of Plant Sciences and Biotechnology, Faculty of Life Sciences and Biotechnology, Shahid Beheshti University, Tehran, Iran
| | - Somayeh Zarezadeh
- Department of Plant Sciences and Biotechnology, Faculty of Life Sciences and Biotechnology, Shahid Beheshti University, Tehran, Iran
| | - Ali Akbar Ghotbi-Ravandi
- Department of Plant Sciences and Biotechnology, Faculty of Life Sciences and Biotechnology, Shahid Beheshti University, Tehran, Iran
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11
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Rodríguez-Artalejo FJ, Ruiz-Galiana J, Cantón R, De Lucas Ramos P, García-Botella A, García-Lledó A, Hernández-Sampelayo T, Gómez-Pavón J, González Del Castillo J, Martín-Delgado MC, Martín Sánchez FJ, Martínez-Sellés M, Molero García JM, Moreno Guillén S, García de Viedma D, Bouza E. COVID-19: On the threshold of the fifth year. The situation in Spain. REVISTA ESPANOLA DE QUIMIOTERAPIA : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE QUIMIOTERAPIA 2024; 37:17-28. [PMID: 38009431 PMCID: PMC10874674 DOI: 10.37201/req/123.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 11/17/2023] [Indexed: 11/28/2023]
Abstract
Despite having emerged from pandemic status, the incidence of COVID-19 episodes has recently increased in Spain, including pediatric cases and admissions to Intensive Care Units. Several recombinant variants are circulating among us, particularly XBB arising from two Omicron BA.2 sublineages with mutations in the genes encoding the spicule proteins that could increase binding to the ACE2 receptor and be more prone to immune escape. Faced with these, 3 pharmaceutical companies have developed vaccines adapted to the XBB.1.5 sublineage that are already available for administration in our setting with risks that should not be different from those of previous mRNA vaccines and with clearly favorable benefit/risk ratios. They should be applied to patients with potential for poor COVID-19 evolution and to collectives that have a particular relationship of proximity with them. Their application should be understood not only from a perspective of individual convenience but also from that of collective responsibility. The most convenient seems to be a simultaneous immunization of COVID-19 and influenza in our environment. In the therapeutic aspect, there is little to expect right now from antisera, but the already known antiviral drugs are still available and indicated, although their efficacy will have to be reevaluated due to their impact on populations that are mostly immunized and with a better prognosis than in the past. In our opinion, it is necessary to continue to make a reasonable and timely use of masks and other non-pharmacological means of protection.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - E Bouza
- Servicio de Microbiología Clínica y Enfermedades Infecciosas del Hospital General Universitario Gregorio Marañón, Universidad Complutense. CIBERES. Ciber de Enfermedades Respiratorias. Madrid, Spain.
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12
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Xu J, Lin E, Hong X, Li L, Gu J, Zhao J, Liu Y. Klotho-derived peptide KP1 ameliorates SARS-CoV-2-associated acute kidney injury. Front Pharmacol 2024; 14:1333389. [PMID: 38239193 PMCID: PMC10795167 DOI: 10.3389/fphar.2023.1333389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 12/12/2023] [Indexed: 01/22/2024] Open
Abstract
Introduction: The severe cases of COVID-19, a disease caused by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), often present with acute kidney injury (AKI). Although old age and preexisting medical conditions have been identified as principal risk factors for COVID-19-associated AKI, the molecular basis behind such a connection remains unknown. In this study, we investigated the pathogenic role of Klotho deficiency in COVID-19-associated AKI and explored the therapeutic potential of Klotho-derived peptide 1 (KP1). Methods: We assessed the susceptibility of Klotho deficient Kl/Kl mice to developing AKI after expression of SARS-CoV-2 N protein. The role of KP1 in ameliorating tubular injury was investigated by using cultured proximal tubular cells (HK-2) in vitro and mouse model of ischemia-reperfusion injury (IRI) in vivo. Results: Renal Klotho expression was markedly downregulated in various chronic kidney disease (CKD) models and in aged mice. Compared to wild-type counterparts, mutant KL/KL mice were susceptible to overexpression of SARS-CoV-2 N protein and developed kidney lesions resembling AKI. In vitro, expression of N protein alone induced HK-2 cells to express markers of tubular injury, cellular senescence, apoptosis and epithelial-mesenchymal transition, whereas both KP1 and Klotho abolished these lesions. Furthermore, KP1 mitigated kidney dysfunction, alleviated tubular injury and inhibited apoptosis in AKI model induced by IRI and N protein. Conclusion: These findings suggest that Klotho deficiency is a key determinant of developing COVID-19-associated AKI. As such, KP1, a small peptide recapitulating Klotho function, could be an effective therapeutic for alleviating AKI in COVID-19 patients.
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Affiliation(s)
- Jie Xu
- State Key Laboratory of Organ Failure Research, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- National Clinical Research Center of Kidney Disease, Guangdong Provincial Institute of Nephrology, Guangzhou, China
| | - Enqing Lin
- State Key Laboratory of Organ Failure Research, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- National Clinical Research Center of Kidney Disease, Guangdong Provincial Institute of Nephrology, Guangzhou, China
| | - Xue Hong
- State Key Laboratory of Organ Failure Research, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- National Clinical Research Center of Kidney Disease, Guangdong Provincial Institute of Nephrology, Guangzhou, China
| | - Li Li
- State Key Laboratory of Organ Failure Research, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- National Clinical Research Center of Kidney Disease, Guangdong Provincial Institute of Nephrology, Guangzhou, China
| | - Jun Gu
- State Key Laboratory of Protein and Plant Gene Research, College of Life Science, Peking University, Beijing, China
| | - Jinghong Zhao
- Division of Nephrology, Xinqiao Hospital, Army Medical University, Chongqing, China
| | - Youhua Liu
- State Key Laboratory of Organ Failure Research, Division of Nephrology, Nanfang Hospital, Southern Medical University, Guangzhou, China
- National Clinical Research Center of Kidney Disease, Guangdong Provincial Institute of Nephrology, Guangzhou, China
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13
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Ryoo S, Choi M, Yu SY, Yoon YK, Huh K, Joo EJ. The effects of remdesivir on mortality and the requirement for mechanical ventilation in patients with COVID-19: a systematic review stratified by disease severity. Korean J Intern Med 2024; 39:160-171. [PMID: 38151918 PMCID: PMC10790052 DOI: 10.3904/kjim.2023.357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 10/23/2023] [Accepted: 10/23/2023] [Indexed: 12/29/2023] Open
Abstract
BACKGROUND/AIMS The effectiveness of remdesivir treatment in reducing mortality and the requirement for mechanical ventilation (MV) remains uncertain, as randomized controlled trials (RCTs) have produced conflicting results. METHODS We searched MEDLINE, EMBASE, Cochrane Central Register of Controlled Trials, and other data resources to find RCTs published prior to April 10, 2023. The selection of studies, assessment of risk of bias, and meta-analysis were conducted according to PRISMA guidelines. The primary outcomes were all-cause mortality and the need to initiate MV. RESULTS A total of 5,068 articles were screened, from eight RCTs comprising 11,945 patients. The meta-analysis found that, compared to standard care or placebo, remdesivir treatment provided no significant all-cause mortality benefit (pooled risk ratio [RR], 0.93; 95% confidence interval [CI], 0.85-1.02; 8 studies; high certainty evidence), while subgroup analyses revealed a trend towards reduced mortality among patients requiring oxygen but not MV (pooled RR, 0.88; 95% CI, 0.77-1.00; 6 studies; I2 = 4%). The need to initiate MV (pooled RR, 0.74; 95% CI, 0.59-0.94; 7 studies; moderate certainty evidence) in remdesivir-treated patients was also reduced compared to controls. Remdesivir significantly increased clinical improvement and discharge and significantly reduced serious adverse events. CONCLUSION In this systematic review and meta-analysis of RCTs, it was found that remdesivir treatment did not show a substantial decrease in the risk of mortality. However, it was linked to a reduction in the necessity for additional ventilatory support, suggesting remdesivir could be beneficial for COVID-19 patients, particularly those who are not on MV.
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Affiliation(s)
- Seungeun Ryoo
- Division of Health Technology Assessment, National Evidence-Based Healthcare Collaborating Agency, Seoul,
Korea
- Department of Public Health, Korea University Graduate School, Seoul,
Korea
| | - Miyoung Choi
- Division of Health Technology Assessment, National Evidence-Based Healthcare Collaborating Agency, Seoul,
Korea
| | - Su-Yeon Yu
- College of Nursing and Health, Kongju National University, Gongju,
Korea
| | - Young Kyung Yoon
- Division of Infectious Diseases, Department of Internal Medicine, Korea University College of Medicine, Seoul,
Korea
| | - Kyungmin Huh
- Division of Infectious Diseases, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul,
Korea
| | - Eun-Jeong Joo
- Division of Infectious Diseases, Department of Medicine, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul,
Korea
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14
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Gençay AG, Işık S, Yürük Yıldırım Z, Demirkol D. A Renal Disease Triggered by COVID-19. Clin Pediatr (Phila) 2024; 63:114-118. [PMID: 37964416 DOI: 10.1177/00099228231210718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2023]
Affiliation(s)
- Ali Genco Gençay
- Pediatric Intensive Care Unit, Istanbul University Faculty of Medicine, Turkey
| | - Sinan Işık
- Department of Pediatrics, Istanbul University Faculty of Medicine, Turkey
| | | | - Demet Demirkol
- Pediatric Intensive Care Unit, Istanbul University Faculty of Medicine, Turkey
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15
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Mehrizi R, Golestani A, Malekpour MR, Karami H, Nasehi MM, Effatpanah M, Ranjbaran H, Shahali Z, Sari AA, Daroudi R. Drug prescription patterns and their association with mortality and hospitalization duration in COVID-19 patients: insights from big data. Front Public Health 2023; 11:1280434. [PMID: 38164450 PMCID: PMC10758044 DOI: 10.3389/fpubh.2023.1280434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Accepted: 11/20/2023] [Indexed: 01/03/2024] Open
Abstract
Background Different medication prescription patterns have been associated with varying course of disease and outcomes in COVID-19. Health claims data is a rich source of information on disease treatment and outcomes. We aimed to investigate drug prescription patterns and their association with mortality and hospitalization via insurance data for a relatively long period of the pandemic in Iran. Methods We retrieved hospitalized patients' data from Iran Health Insurance Organization (IHIO) spanning 26 months (2020-2022) nationwide. Included were patients with ICD-10 codes U07.1/U07.2 for confirmed/suspected COVID-19. A case was defined as a single hospitalization event for an individual patient. Multiple hospitalizations of a patient within a 30-day interval were aggregated into a single case, while hospitalizations with intervals exceeding 30 days were treated as independent cases. The Anatomical Therapeutic Chemical (ATC) was used for medications classification. The two main study outcomes were general and intensive care unit (ICU) hospitalization periods and mortality. Besides, various demographic and clinical associate factors were analyzed to derive the associations with medication prescription patterns and study outcomes using accelerated failure time (AFT) and logistic regression models. Results During the 26 months of the study period, 1,113,678 admissions with COVID-19 diagnosis at hospitals working in company with IHIO were recorded. 917,198 cases were detected from the database, among which 51.91% were females and 48.09% were males. Among the main groups of medications, antithrombotics (55.84% [95% CI: 55.74-55.94]), corticosteroids (54.14% [54.04-54.24]), and antibiotics (42.22% [42.12-42.32]) were the top used medications among cases with COVID-19. Investigation of the duration of hospitalization based on main medication groups showed antithrombotics (adjusted median ratio = 0.94 [0.94-0.95]) were significantly associated with shorter periods of overall hospitalization. Also, antithrombotics (adjusted odds ratio = 0.74 [95%CI, 0.73-0.76]), corticosteroids (0.97 [0.95-0.99]), antivirals (0.82 [0.80-0.83]), and ACE inhibitor/ARB (0.79 [0.77-0.80]) were significantly associated with lower mortality. Conclusion Over 2 years of investigation, antithrombotics, corticosteroids, and antibiotics were the top medications for hospitalized patients with COVID-19. Trends in medication prescription varied based on various factors across the country. Medication prescriptions could potentially significantly impact the trends of mortality and hospitalization during epidemics, thereby affecting both health and economic burdens.
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Affiliation(s)
- Reza Mehrizi
- National Center for Health Insurance Research, Tehran, Iran
| | - Ali Golestani
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad-Reza Malekpour
- Non-Communicable Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Hossein Karami
- National Center for Health Insurance Research, Tehran, Iran
| | - Mohammad Mahdi Nasehi
- National Center for Health Insurance Research, Tehran, Iran
- Pediatric Neurology Research Center, Research Institute for Children Health, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Effatpanah
- National Center for Health Insurance Research, Tehran, Iran
- School of Medicine, Imam Khomeini Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Hossein Ranjbaran
- National Center for Health Insurance Research, Tehran, Iran
- Immunogenetics Research Center, Faculty of Medicine, Mazandaran University of Medical Sciences, Sari, Iran
| | - Zahra Shahali
- National Center for Health Insurance Research, Tehran, Iran
| | - Ali Akbari Sari
- Department of Health Management, Policy and Economics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
| | - Rajabali Daroudi
- Department of Health Management, Policy and Economics, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran
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16
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Xavier ES, Nair VR, Shajahan SP, Raheem A, Philips G, Valsalan P, Pradeep M. COVID-19 Mortality and Remdesivir - A Retrospective Cohort in Intensive Care Setting. Cureus 2023; 15:e51002. [PMID: 38259359 PMCID: PMC10802922 DOI: 10.7759/cureus.51002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/23/2023] [Indexed: 01/24/2024] Open
Abstract
BACKGROUND Remdesivir is a broad-spectrum antiviral drug that received emergency use authorization in the first wave of the COVID-19 pandemic. However, its effectiveness in preventing mortality in COVID-19 patients who required intensive care was unclear. PATIENTS AND METHODS We retrospectively analyzed clinical data of 302 patients from intensive care units of a quaternary care center with moderate to severe COVID-19 illness and followed them until discharge between March 2020 and February 2021. Participants who received at least five doses of Remdesivir were compared against participants who received standard care. The primary outcome was all-cause mortality. Secondary outcomes included invasive mechanical ventilation, clinical worsening, and intensive care stay. RESULTS Remdesivir use was not associated with all-cause mortality in this cohort (age and sex-adjusted OR = 0.76, 95% CI 0.4 -1.5, p = 0.409). However, when stratified for clinical severity and steroid use, Remdesivir demonstrated a strong negative association with all-cause mortality in severely ill patients (OR 0.3, 95% CI 0.1 - 0.6, p = 0.003) or when used along with intravenous Methylprednisolone (Infusion/Bolus, OR 0.2/0.3, 95% CI 0.1 - 0.9 p = 0.06). Remdesivir use was not significantly associated with invasive mechanical ventilation or clinical worsening but with prolonged ICU stay. CONCLUSION While Remdesivir use may not affect all-cause mortality in moderate to severely ill COVID-19 ICU patients, it may still benefit severely ill patients or when used with intravenous steroids. However, the limitations of the present study necessitate a randomized controlled trial to test this combined intervention strategy.
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Affiliation(s)
| | - Vishnu R Nair
- Nephrology, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, GBR
- Internal Medicine, Aster Medcity, Kochi, IND
| | | | | | | | | | - Manu Pradeep
- Department of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, GBR
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17
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Taylor SS, Coggins S, Barker EN, Gunn-Moore D, Jeevaratnam K, Norris JM, Hughes D, Stacey E, MacFarlane L, O'Brien C, Korman R, McLauchlan G, Salord Torres X, Taylor A, Bongers J, Espada Castro L, Foreman M, McMurrough J, Thomas B, Royaux E, Calvo Saiz I, Bertoldi G, Harlos C, Work M, Prior C, Sorrell S, Malik R, Tasker S. Retrospective study and outcome of 307 cats with feline infectious peritonitis treated with legally sourced veterinary compounded preparations of remdesivir and GS-441524 (2020-2022). J Feline Med Surg 2023; 25:1098612X231194460. [PMID: 37732386 PMCID: PMC10812036 DOI: 10.1177/1098612x231194460] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
OBJECTIVES Feline infectious peritonitis (FIP) is a serious disease that arises due to feline coronavirus infection. The nucleoside analogues remdesivir and GS-441524 can be effective in its treatment, but most studies have used unregulated products of unknown composition. The aim of the present study was to describe the treatment of FIP using legally sourced veterinary-prescribed regulated veterinary compounded products containing known amounts of remdesivir (injectable) or GS-441524 (oral tablets). METHODS Cats were recruited via email advice services, product sales contacts and study publicity. Cats were excluded if they were deemed unlikely to have FIP, were not treated exclusively with the veterinary compounded products, or if there was a lack of cat and/or treatment (including response) data. Extensive cat and treatment data were collected. RESULTS Among the 307 cats recruited, the predominant type of FIP was most commonly abdominal effusive (49.5%) and then neurological (14.3%). Three treatment protocols were used; remdesivir alone (33.9%), remdesivir followed by GS-441524 (55.7%) and GS-441524 alone (10.4%). The median (range) initial treatment period duration and longest follow-up time point after starting treatment were 84 (1-330) days and 248 (1-814) days, respectively. The most common side effect was injection pain (in 47.8% of those given subcutaneous remdesivir). Of the 307 cats, 33 (10.8%) relapsed, 15 (45.5%) during and 18 (54.5%) after the initial treatment period. At the longest follow-up time point after completion of the initial treatment period, 84.4% of cats were alive. The cats achieving a complete response within 30 days of starting treatment were significantly more likely to be alive at the end of the initial treatment period than those cats that did not. CONCLUSIONS AND RELEVANCE Legally sourced remdesivir and GS-441524 products, either alone or used sequentially, were very effective in the treatment of FIP in this group of cats. Variable protocols precluded statistical comparison of treatment regimens.
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Affiliation(s)
- Samantha S Taylor
- International Society of Feline Medicine, Tisbury, UK
- Linnaeus Veterinary Limited, Shirley, UK
- University of Surrey, Guildford, UK
| | | | - Emi N Barker
- Langford Vets, University of Bristol, Langford, UK
- Bristol Veterinary School, University of Bristol, Langford, UK
| | | | | | | | - David Hughes
- Concord Veterinary Hospital, Sydney, NSW, Australia
| | | | | | | | | | | | | | - Aimee Taylor
- Langford Vets, University of Bristol, Langford, UK
| | | | | | | | | | | | | | | | | | | | - Megan Work
- Willows Veterinary Centre and Referral Service, Shirley, UK
| | - Cameron Prior
- Willows Veterinary Centre and Referral Service, Shirley, UK
| | | | | | - Séverine Tasker
- Linnaeus Veterinary Limited, Shirley, UK
- Bristol Veterinary School, University of Bristol, Langford, UK
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18
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Sonvico F, Colombo G, Quarta E, Guareschi F, Banella S, Buttini F, Scherließ R. Nasal delivery as a strategy for the prevention and treatment of COVID-19. Expert Opin Drug Deliv 2023; 20:1115-1130. [PMID: 37755135 DOI: 10.1080/17425247.2023.2263363] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 09/22/2023] [Indexed: 09/28/2023]
Abstract
INTRODUCTION The upper respiratory tract is a major route of infection for COVID-19 and other respiratory diseases. Thus, it appears logical to exploit the nose as administration site to prevent, fight, or minimize infectious spread and treat the disease. Numerous nasal products addressing these aspects have been considered and developed for COVID-19. AREAS COVERED This review gives a comprehensive overview of the different approaches involving nasal delivery, i.e., nasal vaccination, barrier products, and antiviral pharmacological treatments that have led to products on the market or under clinical evaluation, highlighting the peculiarities of the nose as application and absorption site and pointing at key aspects of nasal drug delivery. EXPERT OPINION From the analysis of nasal delivery strategies to prevent or fight COVID-19, it emerges that, especially for nasal immunization, formulations appear the same as originally designed for parenteral administration, leading to suboptimal results. On the other hand, mechanical barrier and antiviral products, designed to halt or treat the infection at early stage, have been proven effective but were rarely brought to the clinics. If supported by robust and targeted product development strategies, intranasal immunization and drug delivery can represent valid and sometimes superior alternatives to more conventional parenteral and oral medications.
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Affiliation(s)
- Fabio Sonvico
- Department of Food and Drug, University of Parma, Parma, Italy
| | - Gaia Colombo
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | - Eride Quarta
- Department of Food and Drug, University of Parma, Parma, Italy
| | | | - Sabrina Banella
- Department of Life Sciences and Biotechnology, University of Ferrara, Ferrara, Italy
| | | | - Regina Scherließ
- Department of Pharmaceutics and Biopharmaceutics, Kiel University, Kiel, Germany
- Priority Research Area Kiel Nano, Surface and Interface Sciences (KiNSIS), Kiel University, Kiel, Germany
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19
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Glen AK, Ma C, Mendoza L, Womack F, Wood EC, Sinha M, Acevedo L, Kvarfordt LG, Peene RC, Liu S, Hoffman AS, Roach JC, Deutsch EW, Ramsey SA, Koslicki D. ARAX: a graph-based modular reasoning tool for translational biomedicine. Bioinformatics 2023; 39:btad082. [PMID: 36752514 PMCID: PMC10027432 DOI: 10.1093/bioinformatics/btad082] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 12/17/2022] [Accepted: 02/07/2023] [Indexed: 04/12/2023] Open
Abstract
MOTIVATION With the rapidly growing volume of knowledge and data in biomedical databases, improved methods for knowledge-graph-based computational reasoning are needed in order to answer translational questions. Previous efforts to solve such challenging computational reasoning problems have contributed tools and approaches, but progress has been hindered by the lack of an expressive analysis workflow language for translational reasoning and by the lack of a reasoning engine-supporting that language-that federates semantically integrated knowledge-bases. RESULTS We introduce ARAX, a new reasoning system for translational biomedicine that provides a web browser user interface and an application programming interface (API). ARAX enables users to encode translational biomedical questions and to integrate knowledge across sources to answer the user's query and facilitate exploration of results. For ARAX, we developed new approaches to query planning, knowledge-gathering, reasoning and result ranking and dynamically integrate knowledge providers for answering biomedical questions. To illustrate ARAX's application and utility in specific disease contexts, we present several use-case examples. AVAILABILITY AND IMPLEMENTATION The source code and technical documentation for building the ARAX server-side software and its built-in knowledge database are freely available online (https://github.com/RTXteam/RTX). We provide a hosted ARAX service with a web browser interface at arax.rtx.ai and a web API endpoint at arax.rtx.ai/api/arax/v1.3/ui/. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Amy K Glen
- School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA
| | - Chunyu Ma
- Huck Institutes of the Life Sciences, Pennsylvania State University, State College, PA 16802, USA
| | - Luis Mendoza
- Institute for Systems Biology, Seattle, WA 98109, USA
| | - Finn Womack
- Huck Institutes of the Life Sciences, Pennsylvania State University, State College, PA 16802, USA
| | - E C Wood
- School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA
| | - Meghamala Sinha
- School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA
| | - Liliana Acevedo
- School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA
| | - Lindsey G Kvarfordt
- School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA
| | - Ross C Peene
- School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA
| | - Shaopeng Liu
- Huck Institutes of the Life Sciences, Pennsylvania State University, State College, PA 16802, USA
| | - Andrew S Hoffman
- Interdisciplinary Hub for Digitalization and Society, Radboud University, Nijmegen 6500GL, The Netherlands
| | - Jared C Roach
- Institute for Systems Biology, Seattle, WA 98109, USA
| | | | - Stephen A Ramsey
- School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR 97331, USA
- Department of Biomedical Sciences, Oregon State University, Corvallis, OR 97331, USA
| | - David Koslicki
- Huck Institutes of the Life Sciences, Pennsylvania State University, State College, PA 16802, USA
- Department of Biology, Pennsylvania State University, State College, PA 16801, USA
- Department of Computer Science and Engineering, Pennsylvania State University, State College, PA 16802, USA
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