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Chen S, Zhang C, Chen D, Dong L, Chang T, Tang ZH. Advances in attractive therapeutic approach for macrophage activation syndrome in COVID-19. Front Immunol 2023; 14:1200289. [PMID: 37483597 PMCID: PMC10358730 DOI: 10.3389/fimmu.2023.1200289] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 06/12/2023] [Indexed: 07/25/2023] Open
Abstract
Nowadays, people have relaxed their vigilance against COVID-19 due to its declining infection numbers and attenuated virulence. However, COVID-19 still needs to be concern due to its emerging variants, the relaxation of restrictions as well as breakthrough infections. During the period of the COVID-19 infection, the imbalanced and hyper-responsive immune system plays a critical role in its pathogenesis. Macrophage Activation Syndrome (MAS) is a fatal complication of immune system disease, which is caused by the excessive activation and proliferation of macrophages and cytotoxic T cells (CTL). COVID-19-related hyperinflammation shares common clinical features with the above MAS symptoms, such as hypercytokinemia, hyperferritinemia, and coagulopathy. In MAS, immune exhaustion or defective anti-viral responses leads to the inadequate cytolytic capacity of CTL which contributes to prolonged interaction between CTL, APCs and macrophages. It is possible that the same process also occurred in COVID-19 patients, and further led to a cytokine storm confined to the lungs. It is associated with the poor prognosis of severe patients such as multiple organ failure and even death. The main difference of cytokine storm is that in COVID-19 pneumonia is mainly the specific damage of the lung, while in MAS is easy to develop into a systemic. The attractive therapeutic approach to prevent MAS in COVID-19 mainly includes antiviral, antibiotics, convalescent plasma (CP) therapy and hemadsorption, extensive immunosuppressive agents, and cytokine-targeted therapies. Here, we discuss the role of the therapeutic approaches mentioned above in the two diseases. And we found that the treatment effect of the same therapeutic approach is different.
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Affiliation(s)
- Shunyao Chen
- Department of Trauma Surgery, Emergency Surgery & Surgical Critical, Tongji Trauma Center, Wuhan, China
- Department of Emergency and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Cong Zhang
- Department of Trauma Surgery, Emergency Surgery & Surgical Critical, Tongji Trauma Center, Wuhan, China
- Department of Emergency and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Deng Chen
- Department of Trauma Surgery, Emergency Surgery & Surgical Critical, Tongji Trauma Center, Wuhan, China
- Department of Emergency and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Liming Dong
- Department of Trauma Surgery, Emergency Surgery & Surgical Critical, Tongji Trauma Center, Wuhan, China
- Department of Emergency and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Teding Chang
- Department of Trauma Surgery, Emergency Surgery & Surgical Critical, Tongji Trauma Center, Wuhan, China
- Department of Emergency and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Zhao-Hui Tang
- Department of Trauma Surgery, Emergency Surgery & Surgical Critical, Tongji Trauma Center, Wuhan, China
- Department of Emergency and Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
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Liver Injury Associated with COVID-19 Infection: Pathogenesis, Histopathology, Prognosis, and Treatment. J Clin Med 2023; 12:jcm12052067. [PMID: 36902854 PMCID: PMC10004475 DOI: 10.3390/jcm12052067] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/17/2023] [Accepted: 03/03/2023] [Indexed: 03/08/2023] Open
Abstract
Liver injury occurs frequently as a consequence of SARS-CoV-2 infection. Direct infection of the liver leads to hepatic impairment with elevated transaminases. In addition, severe COVID-19 is characterized by cytokine release syndrome, which may initiate or exacerbate liver injury. In patients with cirrhosis, SARS-CoV-2 infection is associated with acute-on-chronic liver failure. The Middle East and North Africa (MENA) region is one of the world's regions characterized by a high prevalence of chronic liver diseases. Both parenchymal and vascular types of injury contribute to liver failure in COVID-19, with a myriad of pro-inflammatory cytokines playing a major role in perpetuating liver injury. Additionally, hypoxia and coagulopathy complicate such a condition. This review discusses the risk factors, and the underlying causes of impaired liver functions in COVID-19, with a focus on key players in the pathogenesis of liver injury. It also highlights the histopathological changes encountered in postmortem liver tissues as well as potential predictors and prognostic factors of such injury, in addition to the management strategies to ameliorate liver damage.
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El Hennawy HM, Safar O, Elatreisy A, Al Faifi AS, Shalkamy O, Hadi SA, Alqahtani M, Alkahtani SA, Alqahtani FS, El Nazer W, Al Atta E, Ibrahim AT, Abdelaziz AA, Mirza N, Mahedy A, Tom NM, Assiri Y, Al Fageeh A, Elgamal G, Al Shehri AA, Zaitoun MF. The Outcome of COVID-19 Infection on Kidney Transplantation Recipients in Southern Saudi Arabia: Single-Center Experience. Transplant Proc 2023; 55:521-529. [PMID: 36681582 PMCID: PMC9826984 DOI: 10.1016/j.transproceed.2022.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/27/2022] [Accepted: 12/19/2022] [Indexed: 01/11/2023]
Abstract
BACKGROUND To report the incidence, risk factors, and outcome of severe COVID-19 disease in kidney transplant recipients attending a Saudi hospital at a single center in the Kingdom of Saudi Arabia. METHODS A retrospective chart-based cohort study involving all kidney transplant recipients tested for COVID-19 in the Armed Forces Hospital Southern Region, KSA. RESULTS Of 532 kidney transplant recipients who reported to the center, from March 2020 to June 2022, 180 were tested for COVID-19. Of these recipients, 31 (17%) tested positive. Among the 31 positive recipients, 11 were treated at home, 15 were admitted to the noncritical isolation ward, and 5 were admitted to the intensive care unit (ICU). Older age (P = .0001), higher body mass index (P = .0001), and history of hypertension (P = .0023) were more frequent in the COVID-19-positive recipients. Admission to the ICU was more frequent in older recipients (P = .0322) with a history of ischemic heart disease (P = .06) and higher creatinine baseline (P = .08) presenting with dyspnea (P = .0174), and acute allograft dysfunction (P = .002). In the ICU group, 4 (80%) patients required hemodialysis, and 4 (80%) died. CONCLUSIONS Kidney transplant recipients with COVID-19 could have a higher risk for developing acute kidney injury, dialysis, and mortality than the general population. ICU admission and renal replacement therapy were more evident in older recipients with a history of ischemic heart disease, presenting with shortness of breath (P = .017) and a higher serum creatinine baseline. Acute allograft dysfunction was the independent predictor of mortality among patients admitted to the ICU.
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Affiliation(s)
- Hany M El Hennawy
- Surgery Department, Section of Transplantation, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia,Address correspondence to Hany M El Hennawy, MD, Department of Surgery, Section of Transplantation, Armed Forces Hospitals Southern Region, Khamis Mushayte, 101, KSA
| | - Omar Safar
- Urology Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Adel Elatreisy
- Urology Department, Faculty of Medicine, Al-Azhar University, Cairo, Egypt
| | - Abdullah S Al Faifi
- Surgery Department, Section of Transplantation, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Osama Shalkamy
- Urology Department, Faculty of Medicine, Al-Azhar University, Cairo, Egypt
| | - Sara Abdullah Hadi
- Surgery Department, Section of Transplantation, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Mofareh Alqahtani
- Urology Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Sultan Ahmad Alkahtani
- Pathology and Laboratory Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Faisal Saeed Alqahtani
- Adult Infectious Diseases Section, Internal Medicine Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Weam El Nazer
- Nephrology Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Eisa Al Atta
- Surgery Department, Section of Transplantation, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Asad Taha Ibrahim
- Anesthesia Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Abdelaziz a Abdelaziz
- Nephrology Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Naveed Mirza
- Nephrology Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Ahmed Mahedy
- Nephrology Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Nayana Mary Tom
- Anesthesia Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Yahya Assiri
- Nephrology Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Ali Al Fageeh
- Nephrology Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Galal Elgamal
- Anesthesia Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Ali Amer Al Shehri
- Adult Infectious Diseases Section, Internal Medicine Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
| | - Mohammad F Zaitoun
- Pharmacy Department, Armed Forces Hospitals Southern Region, Khamis Mushayte, Saudi Arabia
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Andaluz-Ojeda D, Vidal-Cortes P, Aparisi Sanz Á, Suberviola B, Del Río Carbajo L, Nogales Martín L, Prol Silva E, Nieto del Olmo J, Barberán J, Cusacovich I. Immunomodulatory therapy for the management of critically ill patients with COVID-19: A narrative review. World J Crit Care Med 2022; 11:269-297. [PMID: 36051937 PMCID: PMC9305685 DOI: 10.5492/wjccm.v11.i4.269] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 12/01/2021] [Accepted: 05/16/2022] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the causative agent of the ongoing coronavirus disease 2019 (COVID-19) pandemic. Understanding the physiological and immunological processes underlying the clinical manifestations of COVID-19 is vital for the identification and rational design of effective therapies. AIM To describe the interaction of SARS-CoV-2 with the immune system and the subsequent contribution of hyperinflammation and abnormal immune responses to disease progression together with a complete narrative review of the different immunoadjuvant treatments used so far in COVID-19 and their indication in severe and life-threatening subsets. METHODS A comprehensive literature search was developed. Authors reviewed the selected manuscripts following the PRISMA recommendations for systematic review and meta-analysis documents and selected the most appropriate. Finally, a recommendation of the use of each treatment was established based on the level of evidence of the articles and documents reviewed. This recommendation was made based on the consensus of all the authors. RESULTS A brief rationale on the SARS-CoV-2 pathogenesis, immune response, and inflammation was developed. The usefulness of 10 different families of treatments related to inflammation and immunopathogenesis of COVID-19 was reviewed and discussed. Finally, based on the level of scientific evidence, a recommendation was established for each of them. CONCLUSION Although several promising therapies exist, only the use of corticosteroids and tocilizumab (or sarilumab in absence of this) have demonstrated evidence enough to recommend its use in critically ill patients with COVID-19. Endotypes including both, clinical and biological characteristics can constitute specific targets for better select certain therapies based on an individualized approach to treatment.
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Affiliation(s)
- David Andaluz-Ojeda
- Department of Critical Care, Hospital Universitario HM Sanchinarro, Hospitales Madrid, Madrid 28050, Spain
| | - Pablo Vidal-Cortes
- Department of Intensive Care, Complejo Hospitalario Universitario de Ourense, Ourense 32005, Spain
| | | | - Borja Suberviola
- Department of Intensive Care, Hospital Universitario Marqués de Valdecilla, Santander 39008, Spain
| | - Lorena Del Río Carbajo
- Department of Intensive Care, Complejo Hospitalario Universitario de Ourense, Ourense 32005, Spain
| | - Leonor Nogales Martín
- Department of Intensive Care, Hospital Clínico Universitario de Valladolid, Valladolid 47005, Spain
| | - Estefanía Prol Silva
- Department of Intensive Care, Complejo Hospitalario Universitario de Ourense, Ourense 32005, Spain
| | - Jorge Nieto del Olmo
- Department of Intensive Care, Complejo Hospitalario Universitario de Ourense, Ourense 32005, Spain
| | - José Barberán
- Department of Internal Medicine, Hospital Universitario HM Montepríncipe, Hospitales Madrid, Boadilla del Monte 28860, Madrid, Spain
| | - Ivan Cusacovich
- Department of Internal Medicine, Hospital Clínico Universitario de Valladolid, Valladolid 47005, Spain
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Hage R, Schuurmans MM. Calcineurin Inhibitors and COVID-19. REUMATOLOGÍA CLÍNICA (ENGLISH EDITION) 2022; 18:314-315. [PMID: 35568446 PMCID: PMC9094752 DOI: 10.1016/j.reumae.2020.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Accepted: 09/17/2020] [Indexed: 10/31/2022]
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Ahmed FF, Reza MS, Sarker MS, Islam MS, Mosharaf MP, Hasan S, Mollah MNH. Identification of host transcriptome-guided repurposable drugs for SARS-CoV-1 infections and their validation with SARS-CoV-2 infections by using the integrated bioinformatics approaches. PLoS One 2022; 17:e0266124. [PMID: 35390032 PMCID: PMC8989220 DOI: 10.1371/journal.pone.0266124] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Accepted: 03/15/2022] [Indexed: 12/18/2022] Open
Abstract
Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) is one of the most severe global pandemic due to its high pathogenicity and death rate starting from the end of 2019. Though there are some vaccines available against SAER-CoV-2 infections, we are worried about their effectiveness, due to its unstable sequence patterns. Therefore, beside vaccines, globally effective supporting drugs are also required for the treatment against SARS-CoV-2 infection. To explore commonly effective repurposable drugs for the treatment against different variants of coronavirus infections, in this article, an attempt was made to explore host genomic biomarkers guided repurposable drugs for SARS-CoV-1 infections and their validation with SARS-CoV-2 infections by using the integrated bioinformatics approaches. At first, we identified 138 differentially expressed genes (DEGs) between SARS-CoV-1 infected and control samples by analyzing high throughput gene-expression profiles to select drug target key receptors. Then we identified top-ranked 11 key DEGs (SMAD4, GSK3B, SIRT1, ATM, RIPK1, PRKACB, MED17, CCT2, BIRC3, ETS1 and TXN) as hub genes (HubGs) by protein-protein interaction (PPI) network analysis of DEGs highlighting their functions, pathways, regulators and linkage with other disease risks that may influence SARS-CoV-1 infections. The DEGs-set enrichment analysis significantly detected some crucial biological processes (immune response, regulation of angiogenesis, apoptotic process, cytokine production and programmed cell death, response to hypoxia and oxidative stress), molecular functions (transcription factor binding and oxidoreductase activity) and pathways (transcriptional mis-regulation in cancer, pathways in cancer, chemokine signaling pathway) that are associated with SARS-CoV-1 infections as well as SARS-CoV-2 infections by involving HubGs. The gene regulatory network (GRN) analysis detected some transcription factors (FOXC1, GATA2, YY1, FOXL1, TP53 and SRF) and micro-RNAs (hsa-mir-92a-3p, hsa-mir-155-5p, hsa-mir-106b-5p, hsa-mir-34a-5p and hsa-mir-19b-3p) as the key transcriptional and post- transcriptional regulators of HubGs, respectively. We also detected some chemicals (Valproic Acid, Cyclosporine, Copper Sulfate and arsenic trioxide) that may regulates HubGs. The disease-HubGs interaction analysis showed that our predicted HubGs are also associated with several other diseases including different types of lung diseases. Then we considered 11 HubGs mediated proteins and their regulatory 6 key TFs proteins as the drug target proteins (receptors) and performed their docking analysis with the SARS-CoV-2 3CL protease-guided top listed 90 anti-viral drugs out of 3410. We found Rapamycin, Tacrolimus, Torin-2, Radotinib, Danoprevir, Ivermectin and Daclatasvir as the top-ranked 7 candidate-drugs with respect to our proposed target proteins for the treatment against SARS-CoV-1 infections. Then, we validated these 7 candidate-drugs against the already published top-ranked 11 target proteins associated with SARS-CoV-2 infections by molecular docking simulation and found their significant binding affinity scores with our proposed candidate-drugs. Finally, we validated all of our findings by the literature review. Therefore, the proposed candidate-drugs might play a vital role for the treatment against different variants of SARS-CoV-2 infections with comorbidities, since the proposed HubGs are also associated with several comorbidities.
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Affiliation(s)
- Fee Faysal Ahmed
- Department of Mathematics, Jashore University of Science and Technology, Jashore, Bangladesh
- Bioinformatics Lab., Department of Statistics, Rajshahi University, Rajshahi, Bangladesh
| | - Md. Selim Reza
- Bioinformatics Lab., Department of Statistics, Rajshahi University, Rajshahi, Bangladesh
| | - Md. Shahin Sarker
- Department of Pharmacy, Jashore University of Science and Technology, Jashore, Bangladesh
| | - Md. Samiul Islam
- Department of Plant Pathology, Huazhong Agricultural University, Wuhan, Hubei Province, China
| | - Md. Parvez Mosharaf
- Bioinformatics Lab., Department of Statistics, Rajshahi University, Rajshahi, Bangladesh
| | - Sohel Hasan
- Department of Biochemistry and Molecular Biology, Rajshahi University, Rajshhi, Bangladesh
| | - Md. Nurul Haque Mollah
- Bioinformatics Lab., Department of Statistics, Rajshahi University, Rajshahi, Bangladesh
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Punga D, Isac S, Paraipan C, Cotorogea M, Stefan A, Cobilinschi C, Vacaroiu IA, Tulin R, Ionescu D, Droc G. Impact of COVID-19 Infection on Liver Transplant Recipients: Does It Make Any Difference? Cureus 2022; 14:e22687. [PMID: 35386162 PMCID: PMC8967117 DOI: 10.7759/cureus.22687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2022] [Indexed: 11/25/2022] Open
Abstract
The first case of coronavirus disease 2019 (COVID-19) was diagnosed in December 2019 in Wuhan, China. Since then, this novel infectious disease, caused by the severe acute respiratory syndrome coronavirus type 2 (SARS-CoV-2), has grown into a pandemic with over 330 million infected individuals worldwide, many of them with innate or acquired immunosuppression. Liver transplantation (LT) is offered as a curative therapy for end-stage liver disease as well as for acute liver failure cases. Advances in immunosuppressive therapy decreased the rates of acute and chronic graft rejection, significantly improving the quality of life. Liver transplant recipients are considered at particularly high risk for developing critical COVID-19 infection because of their chronic immunosuppressed state. Available data are heterogeneous, and the mortality rate is variably reported in the literature. There is controversy regarding whether their immunosuppressive status is a risk or a protective factor for developing severe respiratory disease. Moreover, the mechanism of action is still unclear. We report the clinical outcome of three liver transplant recipients who had COVID-19 pneumonia at different moments following liver transplantation. All patients received a standard immunosuppression regimen and specific antiviral therapy, requiring no invasive mechanical ventilation. They were discharged from the hospital with no long-term COVID-19 complications.
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Cyclosporine A Inhibits Viral Infection and Release as Well as Cytokine Production in Lung Cells by Three SARS-CoV-2 Variants. Microbiol Spectr 2022; 10:e0150421. [PMID: 34985303 PMCID: PMC8729790 DOI: 10.1128/spectrum.01504-21] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
In December 2019, a new severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) started spreading worldwide causing the coronavirus disease 2019 (COVID-19) pandemic. The hyperactivation of the immune system has been proposed to account for disease severity and death in COVID-19 patients. Despite several approaches having been tested, no therapeutic protocol has been approved. Given that Cyclosporine A (CsA) is well-known to exert a strong antiviral activity on several viral strains and an anti-inflammatory role in different organs with relevant benefits in diverse pathological contexts, we tested its effects on SARS-CoV-2 infection of lung cells. We found that treatment with CsA either before or after infection of CaLu3 cells by three SARS-CoV-2 variants: (i) reduces the expression of both viral RNA and proteins in infected cells; (ii) decreases the number of progeny virions released by infected cells; (iii) dampens the virus-triggered synthesis of cytokines (including IL-6, IL-8, IL1α and TNF-α) that are involved in cytokine storm in patients. Altogether, these data provide a rationale for CsA repositioning for the treatment of severe COVID-19 patients. IMPORTANCE SARS-CoV-2 is the most recently identified member of the betacoronavirus genus responsible for the COVID-19 pandemic. Repurposing of available drugs has been a “quick and dirty” approach to try to reduce mortality and severe symptoms in affected patients initially, and can still represent an undeniable and valuable approach to face COVID-19 as the continuous appearance and rapid diffusion of more “aggressive”/transmissible variants, capable of eluding antibody neutralization, challenges the effectiveness of some anti-SARS-CoV-2 vaccines. Here, we tested a known antiviral and anti-inflammatory drug, Cyclosporine A (CsA), and found that it dampens viral infection and cytokine release from lung cells upon exposure to three different SARS-CoV-2 variants. Knock down of the main intracellular target of CsA, Cyclophilin A, does not phenocopy the drug inhibition of viral infection. Altogether, these findings shed new light on the cellular mechanisms of SARS-CoV-2 infection and provide the rationale for CsA repositioning to treat severe COVID-19 patients.
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Zetina-Tun HJ, Careaga-Reyna G. Infección por SARS-CoV-2 en pacientes trasplantados de corazón. Experiencia en México. CIRUGIA CARDIOVASCULAR 2022. [PMCID: PMC8226102 DOI: 10.1016/j.circv.2021.06.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
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10
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Daoud A, Alqassieh A, Alkhader D, Posadas Salas MA, Rao V, Fülöp T, Soliman KM. Immunosuppression in kidney transplant recipients with COVID-19 infection - where do we stand and where are we heading? Ren Fail 2021; 43:273-280. [PMID: 33491531 PMCID: PMC7850379 DOI: 10.1080/0886022x.2021.1876730] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Revised: 01/02/2021] [Accepted: 01/10/2021] [Indexed: 12/15/2022] Open
Abstract
The appropriate immunosuppressive regimen in kidney transplant recipients with severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2/COVID-19) infection remains unclear. The impact of direct virus injury complicated by dysregulated hyperimmune response with overwhelming release of various cytokines in COVID-19 infected subjects contributes to the complexity of management. The largest concern of the practicing clinicians at current time is how to tailor maintenance immune-modulating therapy during active viral infection and the efficacy of the soon-to-be upcoming immunization for COVID-19. This targeted review aims to cover most of the current evidence on the effect of key maintenance immunosuppressive agents in COVID-19 infection and proposes a line of management to specific scenarios on this very rapidly evolving subject.
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Affiliation(s)
- Ahmed Daoud
- Nephrology Unit, Internal Medicine Department, Kasr Alainy School of Medicine, Cairo University, Cairo, Egypt
| | - Ahmad Alqassieh
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Duaa Alkhader
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
| | - Maria Aurora Posadas Salas
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
- Department of Medicine, Division of Nephrology, Medical University of South Carolina, Charleston, SC, USA
| | - Vinaya Rao
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
- Department of Medicine, Division of Nephrology, Medical University of South Carolina, Charleston, SC, USA
| | - Tibor Fülöp
- Department of Medicine, Division of Nephrology, Medical University of South Carolina, Charleston, SC, USA
- Medicine Service, Ralph H. Johnson VA Medical Center, Charleston, SC, USA
| | - Karim M. Soliman
- Department of Surgery, Medical University of South Carolina, Charleston, SC, USA
- Department of Medicine, Division of Nephrology, Medical University of South Carolina, Charleston, SC, USA
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11
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Hage R, Schuurmans MM. Coronavirus Disease 2019 (COVID-19) in Solid-organ Transplant Recipients. Clin Infect Dis 2021; 73:e2832-e2833. [PMID: 33103183 PMCID: PMC7665408 DOI: 10.1093/cid/ciaa1629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- René Hage
- Division of Pulmonology, University Hospital Zurich, Zurich, Switzerland
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12
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Tseng HT, Wu XC, Huang CY, Shih CM, Lin YW, Lin FY. The Impact of SARS-CoV-2 Infection, and Application of Immunosuppressive Agents in Kidney Transplant Recipients Suffering from COVID-19. Pharmaceuticals (Basel) 2021; 14:ph14101054. [PMID: 34681278 PMCID: PMC8537512 DOI: 10.3390/ph14101054] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 10/14/2021] [Accepted: 10/15/2021] [Indexed: 01/08/2023] Open
Abstract
In December 2019, the COVID-19 pandemic began to ravage the world quickly, causing unprecedented losses in human life and the economy. A statistical study revealed that the proportion of solid organ transplant (SOT) recipients with severe symptoms and deaths after being infected by SARS-CoV-2 is considerably higher than that of non-SOT recipients, and the prognosis is relatively poor. In addition, the clinical manifestation of SOT recipients suffering from COVID-19 is different from that of general COVID-19 patients. Acute kidney injury (AKI) is a common complication in COVID-19 patients, and it is likely more common among SOT recipients infected with SARS-CoV-2. Clinical experts consider that SOT recipients have long-term treatment with immunosuppressants, and the comorbidities are driven by a high rate of severe symptoms and mortality. Orthotopic kidney allograft transplantation is an effective treatment for patients suffering from end-stage kidney disease/kidney failure through which they can easily extend their life. Indeed, kidney transplant recipients have suffered significant damage during this pandemic. To effectively reduce the severity of symptoms and mortality of kidney transplant recipients suffering from COVID-19, precise application of various drugs, particularly immunosuppressants, is necessary. Therefore, herein, we will collate the current clinical experience of treating COVID-19 infection in kidney transplant recipients and discuss the adjustment of patients using immunosuppressive agents in the face of COVID-19.
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Affiliation(s)
- Horng-Ta Tseng
- Taipei Heart Institute, Taipei Medical University, Taipei 110, Taiwan; (H.-T.T.); (X.-C.W.); (C.-Y.H.); (C.-M.S.)
- Division of Cardiology and Cardiovascular Research Center, Taipei Medical University Hospital, Taipei 110, Taiwan
- Departments of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Xiang-Chi Wu
- Taipei Heart Institute, Taipei Medical University, Taipei 110, Taiwan; (H.-T.T.); (X.-C.W.); (C.-Y.H.); (C.-M.S.)
- Division of Cardiology and Cardiovascular Research Center, Taipei Medical University Hospital, Taipei 110, Taiwan
- Departments of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Chun-Yao Huang
- Taipei Heart Institute, Taipei Medical University, Taipei 110, Taiwan; (H.-T.T.); (X.-C.W.); (C.-Y.H.); (C.-M.S.)
- Division of Cardiology and Cardiovascular Research Center, Taipei Medical University Hospital, Taipei 110, Taiwan
- Departments of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Chun-Ming Shih
- Taipei Heart Institute, Taipei Medical University, Taipei 110, Taiwan; (H.-T.T.); (X.-C.W.); (C.-Y.H.); (C.-M.S.)
- Division of Cardiology and Cardiovascular Research Center, Taipei Medical University Hospital, Taipei 110, Taiwan
- Departments of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
| | - Yi-Wen Lin
- Taipei Heart Institute, Taipei Medical University, Taipei 110, Taiwan; (H.-T.T.); (X.-C.W.); (C.-Y.H.); (C.-M.S.)
- Departments of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
- Institute of Oral Biology, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
- Correspondence: (Y.-W.L.); (F.-Y.L.); Tel.: +886-2-87910329 (Y.-S.J.)
| | - Feng-Yen Lin
- Taipei Heart Institute, Taipei Medical University, Taipei 110, Taiwan; (H.-T.T.); (X.-C.W.); (C.-Y.H.); (C.-M.S.)
- Division of Cardiology and Cardiovascular Research Center, Taipei Medical University Hospital, Taipei 110, Taiwan
- Departments of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
- Correspondence: (Y.-W.L.); (F.-Y.L.); Tel.: +886-2-87910329 (Y.-S.J.)
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13
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Alkadi MM, Al-Malki HA, Asim M, Fituri OM, Hamdi AF, Elidrisi RI, Abdul Rahiman R, Elshirbeny MF, Othman MA, Nauman A, Ashour A, Ghonimi TA, Tohid H, Jarman ME, Hamad A, Elshazly MB, Abuhelaiqa E. Kidney Transplant Recipients Infected With Coronavirus Disease 2019: Retrospective Qatar Experience. Transplant Proc 2021; 53:2438-2446. [PMID: 34275597 PMCID: PMC8193030 DOI: 10.1016/j.transproceed.2021.06.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Accepted: 06/07/2021] [Indexed: 01/31/2023]
Abstract
BACKGROUND This study aimed to evaluate the incidence of coronavirus disease 2019 (COVID-19) infection on kidney transplant, mortality, and risk factors associated with infection acquisition and severe illness in kidney transplant recipients with COVID-19. METHODS Of 693 kidney transplant recipients who reported to our center, 249 were tested for COVID-19 by throat and nasal swab reverse transcription polymerase chain reaction. Of these, 43 recipients tested positive and 206 recipients tested negative. Among the 43 positive recipients, 9 were treated within an isolation facility, 25 were admitted to the hospital, and 9 were admitted to the intensive care unit (ICU). Risk factors associated with positive results and ICU admission were evaluated. RESULTS COVID-19 was found in 6% of transplant recipients. Asian ethnicity (p = .003), history of hypertensive nephropathy (p = .01), AB blood group (P = .04), and higher tacrolimus trough levels (P = .007) were more frequent in the COVID-19 positive than in the COVID-19 negative group. ICU admission was more frequent in recipients presenting with fever, shortness of breath, and acute allograft dysfunction. Renal replacement therapy was required in 3 (7%) of 43 recipients, and mortality was reported in 1 (2.3%) recipient. Acute allograft dysfunction was an independent risk factor for severe COVID-19 (odds ratio, 93.7; 95% confidence interval, 2.37-3710.94; P = .02). CONCLUSIONS Higher tacrolimus targets may be associated with COVID-19 development. Acute kidney injury during the COVID-19 course may be a sign of severe disease. Prognostication of COVID-19 severity in kidney transplant recipients is crucial for early recognition of critical illness and may ensure early intervention.
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Affiliation(s)
- Mohamad M Alkadi
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar; Weill Cornell Medical College, Doha, Qatar
| | - Hassan A Al-Malki
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar; Weill Cornell Medical College, Doha, Qatar
| | - Muhammad Asim
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar; Weill Cornell Medical College, Doha, Qatar
| | - Omar M Fituri
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar; Weill Cornell Medical College, Doha, Qatar
| | - Ahmed F Hamdi
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar; Weill Cornell Medical College, Doha, Qatar
| | - Rihab I Elidrisi
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Ramzi Abdul Rahiman
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Mostafa F Elshirbeny
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Muftah A Othman
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar; Weill Cornell Medical College, Doha, Qatar
| | - Awais Nauman
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Adel Ashour
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Tarek A Ghonimi
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Hiba Tohid
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | - Mona E Jarman
- Division of Transplantation Surgery, Department of Surgery, Hamad Medical Corporation, Doha, Qatar
| | - Abdullah Hamad
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar
| | | | - Essa Abuhelaiqa
- Division of Nephrology, Department of Medicine, Hamad Medical Corporation, Doha, Qatar; Weill Cornell Medical College, Doha, Qatar.
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14
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Barati S, MohammadReza Hashemian S, Tabarsi P, Abedini A, Ashrafzadeh M, Haseli S, Abtahian Z, Yousefian S, Dastan A, Sobhanian A, Dastan F. Combined Therapy of Ciclosporin Plus Favipiravir in the Management of Patients with Severe COVID-19, not Responding to Dexamethasone: A non-Controlled Prospective Trial. Int Immunopharmacol 2021; 99:108043. [PMID: 34426105 PMCID: PMC8332739 DOI: 10.1016/j.intimp.2021.108043] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2021] [Revised: 07/31/2021] [Accepted: 07/31/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND Regarding the COVID-19 pandemic, potential therapeutic agents are being evaluated almost every day. Ciclosporin, a calcineurin inhibitor, is characterized by beneficial antiviral and immunomodulatory effects. The present study aimed to evaluate the efficacy of ciclosporin in managing COVID-19. METHODS This study was a prospective non-controlled clinical trial carried out on 20 patients. Confirmed COVID-19 patients received two doses of ciclosporin (10 mg/kg and 5 mg/kg injections) 24 h apart. Mortality rate and the lengths of intensive care unit (ICU) and hospital stays were assessed for all 20 patients. RESULTS The mortality rate and the need for mechanical ventilation were calculated as 50%. The percentage of ICU admission was 70%. The lengths of ICU and hospital stays were 8.13 ± 6.81 and 14.25 ± 8.55 days, respectively. The levels of ferritin and white blood cells were significantly higher after injecting the second dose of ciclosporin. Seven patients (35%) had radiologically improved lungs after ciclosporin therapy. CONCLUSION It seems that the protocol of two doses of ciclosporin in combination with favipiravir does not have favorable effects among COVID-19 patients that do not respond to dexamethasone. Controlled trials are needed to confirm the results.
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Affiliation(s)
- Saghar Barati
- Department of Clinical Pharmacy, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seyed MohammadReza Hashemian
- Chronic Respiratory Diseases Research Center (CRDRC), National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Payam Tabarsi
- Clinical Tuberculosis and Epidemiology Research Center, National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Atefeh Abedini
- Chronic Respiratory Diseases Research Center (CRDRC), National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mahshid Ashrafzadeh
- Critical Care Quality Improvement Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sara Haseli
- Chronic Respiratory Diseases Research Center (CRDRC), National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Zahra Abtahian
- Infectious Diseases and Tropical Medicine Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Sahar Yousefian
- Department of Clinical Pharmacy, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Chronic Respiratory Diseases Research Center (CRDRC), National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Alireza Dastan
- Ernest and Julio Gallo Management Program, School of Engineering, University of California, Merced, United States
| | - Ali Sobhanian
- Faculty member of Islamic Azad University of Medical Sciences, Tehran, Iran
| | - Farzaneh Dastan
- Department of Clinical Pharmacy, School of Pharmacy, Shahid Beheshti University of Medical Sciences, Tehran, Iran; Chronic Respiratory Diseases Research Center (CRDRC), National Research Institute of Tuberculosis and Lung Diseases (NRITLD), Shahid Beheshti University of Medical Sciences, Tehran, Iran.
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15
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Nassar M, Nso N, Ariyaratnam J, Sandhu J, Mohamed M, Baraka B, Ibrahim A, Alfishawy M, Zheng D, Bhangoo H, Soliman KM, Li M, Rizzo V, Daoud A. Coronavirus disease 2019 and renal transplantation. World J Clin Cases 2021; 9:7986-7997. [PMID: 34621855 PMCID: PMC8462194 DOI: 10.12998/wjcc.v9.i27.7986] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Revised: 05/17/2021] [Accepted: 08/10/2021] [Indexed: 02/06/2023] Open
Abstract
Ever since the severe acute respiratory syndrome virus causing coronavirus disease 2019 (COVID-19) struck the world, global health strategies have changed significantly. According to the Centers for Disease Control and Prevention, kidney transplant recipients are stratified as being high risk of developing fatal illness from COVID-19 infection. Kidney transplant is the gold-standard treatment for end-stage kidney disease subjects. During the pandemic, significant concerns have emerged regarding continuation of kidney transplant surgeries and management of kidney transplant recipients post-transplant. The added risk of immunosuppression in this cohort was and remains a theoretical concern, posing a potential risk of transplantation rather than benefit. This comprehensive review aims to cover most of the faced challenges in kidney transplantation in different stages of the pandemic. In addition, it will elucidate the epidemiology, nature, course of the disease, surgical consideration in donors and recipients as well as role of immunosuppression and management of COVID-19 infected kidney transplant recipients during these extraordinary circumstances.
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Affiliation(s)
- Mahmoud Nassar
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 10029, United States
| | - Nso Nso
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 10029, United States
| | - Jonathan Ariyaratnam
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 10029, United States
| | - Jasmine Sandhu
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 10029, United States
| | - Mahmoud Mohamed
- Department of Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, United States
| | - Bahaaeldin Baraka
- Department of Oncology, Southend University Hospital, NHS Foundation Trust, Essex SS0 0RY, United Kingdom
| | - Atif Ibrahim
- Renal Division, Department of Medicine, University of Tennessee Health Science Center, Memphis, TN 38163, United States
| | - Mostafa Alfishawy
- Infectious Diseases, Infectious Diseases Consultants and Academic Researchers of Egypt IDCARE, Cairo 0000, Egypt
| | - David Zheng
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 10029, United States
| | - Harangad Bhangoo
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 10029, United States
| | - Karim M Soliman
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, United States
| | - Matthew Li
- Department of Clinical Pharmacy, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 10029, United States
| | - Vincent Rizzo
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 11373, United States
| | - Ahmed Daoud
- Department of Medicine, Kasr Alainy Medical School, Cairo University, Cairo 11562, Egypt
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16
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Alfishawy M, Nso N, Nassar M, Ariyaratnam J, Bhuiyan S, Siddiqui RS, Li M, Chung H, Al Balakosy A, Alqassieh A, Fülöp T, Rizzo V, Daoud A, Soliman KM. Liver transplantation during global COVID-19 pandemic. World J Clin Cases 2021; 9:6608-6623. [PMID: 34447809 PMCID: PMC8362541 DOI: 10.12998/wjcc.v9.i23.6608] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 06/02/2021] [Accepted: 07/06/2021] [Indexed: 02/06/2023] Open
Abstract
The coronavirus disease 2019 (COVID-19) caused by severe acute respiratory disease respiratory syndrome coronavirus-2 has significantly impacted the health care systems globally. Liver transplantation (LT) has faced an unequivocal challenge during this unprecedented time. This targeted review aims to cover most of the clinical issues, challenges and concerns about LT during the COVID-19 pandemic and discuss the most updated literature on this rapidly emerging subject.
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Affiliation(s)
- Mostafa Alfishawy
- Infectious Diseases, Infectious Diseases Consultants and Academic Researchers of Egypt IDCARE, Cairo 0000, Egypt
| | - Nso Nso
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 11373, United States
| | - Mahmoud Nassar
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 11373, United States
| | - Jonathan Ariyaratnam
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 11373, United States
| | - Sakil Bhuiyan
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 11373, United States
| | - Raheel S Siddiqui
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 11373, United States
| | - Matthew Li
- Clinical pharmacy department, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 11373, United States
| | - Howard Chung
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 11373, United States
| | - Amira Al Balakosy
- Tropical Medicine Department, Ain Shams University, Cairo 11517, Egypt
| | - Ahmed Alqassieh
- Department of Surgery, Medical University of South Carolina, Charleston, SC 29425, United States
| | - Tibor Fülöp
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, United States
| | - Vincent Rizzo
- Department of Medicine, Icahn School of Medicine at Mount Sinai (NYC Health and Hospitals: Queens), New York, NY 11373, United States
| | - Ahmed Daoud
- Department of Medicine, Kasr Alainy Medical School, Cairo University, Cairo 11562, Egypt
| | - Karim M Soliman
- Department of Medicine, Medical University of South Carolina, Charleston, SC 29425, United States
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17
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Pham TH, Qiu Y, Zeng J, Xie L, Zhang P. A deep learning framework for high-throughput mechanism-driven phenotype compound screening and its application to COVID-19 drug repurposing. NAT MACH INTELL 2021; 3:247-257. [PMID: 33796820 PMCID: PMC8009091 DOI: 10.1038/s42256-020-00285-9] [Citation(s) in RCA: 61] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 12/15/2020] [Indexed: 12/15/2022]
Abstract
Phenotype-based compound screening has advantages over target-based drug discovery, but is unscalable and lacks understanding of mechanism. Chemical-induced gene expression profile provides a mechanistic signature of phenotypic response. However, the use of such data is limited by their sparseness, unreliability, and relatively low throughput. Few methods can perform phenotype-based de novo chemical compound screening. Here, we propose a mechanism-driven neural network-based method DeepCE, which utilizes graph neural network and multi-head attention mechanism to model chemical substructure-gene and gene-gene associations, for predicting the differential gene expression profile perturbed by de novo chemicals. Moreover, we propose a novel data augmentation method which extracts useful information from unreliable experiments in L1000 dataset. The experimental results show that DeepCE achieves superior performances to state-of-the-art methods. The effectiveness of gene expression profiles generated from DeepCE is further supported by comparing them with observed data for downstream classification tasks. To demonstrate the value of DeepCE, we apply it to drug repurposing of COVID-19, and generate novel lead compounds consistent with clinical evidence. Thus, DeepCE provides a potentially powerful framework for robust predictive modeling by utilizing noisy omics data and screening novel chemicals for the modulation of a systemic response to disease.
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Affiliation(s)
- Thai-Hoang Pham
- Department of Computer Science and Engineering, The Ohio State University, Columbus, 43210, USA
| | - Yue Qiu
- Ph.D. Program in Biology, The Graduate Center, The City University of New York, New York, 10016, USA
| | - Jucheng Zeng
- Department of Biomedical Informatics, The Ohio State University, Columbus, 43210, USA
| | - Lei Xie
- Ph.D. Program in Biology, The Graduate Center, The City University of New York, New York, 10016, USA
- Department of Computer Science, Hunter College, The City University of New York, New York, 10065, USA
- Ph.D. Program in Computer Science and Biochemistry, The Graduate Center, The City University of New York, New York, 10016, USA
- Helen and Robert Appel Alzheimer’s Disease Research Institute, Feil Family Brain & Mind Research Institute, Weill Cornell Medicine, Cornell University, New York, 10021, USA
| | - Ping Zhang
- Department of Computer Science and Engineering, The Ohio State University, Columbus, 43210, USA
- Department of Biomedical Informatics, The Ohio State University, Columbus, 43210, USA
- Translational Data Analytics institute, The Ohio State University, Columbus, 43210, USA
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18
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Schuurmans MM, Hage R. Cyclosporine A and COVID-19 - The COQUIMA cohort. EClinicalMedicine 2021; 31:100680. [PMID: 33385129 PMCID: PMC7772530 DOI: 10.1016/j.eclinm.2020.100680] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Revised: 11/17/2020] [Accepted: 11/30/2020] [Indexed: 11/05/2022] Open
Affiliation(s)
- Macé M. Schuurmans
- University Hospital Zurich, Division of Pulmonology, Raemistrasse 100, 8091 Zurich, Switzerland
- University of Zurich, Faculty of Medicine, Raemistrasse 71, 8006 Zurich, Switzerland
| | - René Hage
- University Hospital Zurich, Division of Pulmonology, Raemistrasse 100, 8091 Zurich, Switzerland
- University of Zurich, Faculty of Medicine, Raemistrasse 71, 8006 Zurich, Switzerland
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19
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Abstract
There is an urgent need to develop drugs and vaccines to counteract the effects of the new coronavirus SARS-CoV-2 and adequately treat the corona virus disease (COVID-19). As these drugs are still under investigation, research also focuses on existing medication with proven effectiveness in other coronaviral diseases. The advantages of existing therapeutic drugs that are currently approved (for other indications) are the known safety profile, general availability and relatively lower costs involved in extending the purpose to a new disease. Calcineurin inhibitors (CNI) are drugs that have shown effectiveness in several coronaviral diseases, and are well-known and widely used drugs in transplant medicine. The aim of this narrative review is to present the current evidence of CNI in coronaviral diseases, the biophysiology of CNI and to suggest possible ways to study CNI as a new treatment option for COVID-19. We searched original papers, observational studies, case reports, and meta-analyses published between 2000 and 2020 in English in the PubMed database and Google Scholar using the keywords: (coronavirus), (treatment), (MERS), (SARS), (COVID-19), (tacrolimus), (ciclosporin), (cyclosporin) AND (calcineurin inhibitor). We excluded studies in patients with clear indications for immunosuppressive therapy. Additionally, we searched in the preprint servers and the World Health Organization bulletin. Ten studies were identified and included. Calcineurin inhibitor therapy has been suggested to be effective for coronaviral diseases in different settings. The results are summarized in a table. CNI should be investigated as a first treatment option based on evidence of direct antiviral effects and its properties preventing severe systemic hyperinflammation, as has been observed in COVID-19 with predominantly pulmonary immunopathological changes.
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20
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Hage R, Schuurmans MM. Calcineurin Inhibitors and COVID-19. REUMATOLOGIA CLINICA 2020; 18:S1699-258X(20)30223-0. [PMID: 33069616 PMCID: PMC7513811 DOI: 10.1016/j.reuma.2020.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/25/2020] [Revised: 09/14/2020] [Accepted: 09/17/2020] [Indexed: 01/07/2023]
Affiliation(s)
- René Hage
- University Hospital Zurich, Division of Pulmonology, Raemistrasse 100, 8091 Zurich, Switzerland; University of Zurich, Faculty of Medicine, Raemistrasse 71, 8006 Zurich, Switzerland.
| | - Macé M Schuurmans
- University Hospital Zurich, Division of Pulmonology, Raemistrasse 100, 8091 Zurich, Switzerland; University of Zurich, Faculty of Medicine, Raemistrasse 71, 8006 Zurich, Switzerland
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