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Li Y, Tu T, Luo Y, Yao X, Yang Z, Wang Y. Expression Profiles of lncRNAs and mRNAs in the Mouse Brain Infected with Pseudorabies Virus: A Bioinformatic Analysis. Viruses 2025; 17:580. [PMID: 40285022 PMCID: PMC12031243 DOI: 10.3390/v17040580] [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: 02/17/2025] [Revised: 04/14/2025] [Accepted: 04/15/2025] [Indexed: 04/29/2025] Open
Abstract
Pseudorabies virus (PRV) is a pathogen that causes severe neurological dysfunction in the host, leading to extensive neuronal damage and inflammation. Despite extensive research on the neuropathogenesis of α-herpesvirus infections, many scientific questions remain unresolved, such as the largely unknown functions of long non-coding RNAs (lncRNAs) in herpesvirus-infected nervous systems. To address these questions, we used RNA sequencing (RNA-seq) to investigate the expression profiles of lncRNAs and mRNAs in the brains of mice infected with PRV. Through bioinformatic analysis, we identified 316 differentially expressed lncRNAs and 886 differentially expressed mRNAs. We predicted the biological functions of these differentially expressed lncRNAs and mRNAs using the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases, and the results showed that the differentially expressed transcripts were mainly involved in the innate immune response. Finally, we validated the differential expression trends of lncRNAs and mRNAs using quantitative real-time PCR (q-PCR), which were consistent with the sequencing data. To our knowledge, this is the first report analyzing the lncRNA expression profile in the central nervous system (CNS) of mice infected with PRV. Our findings provide new insights into the roles of lncRNAs and mRNAs during PRV infection of the host CNS.
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Affiliation(s)
| | | | | | | | | | - Yin Wang
- Key Laboratory of Animal Diseases and Human Health of Sichuan Province, College of Veterinary Medicine, Sichuan Agricultural University, Chengdu 611130, China; (Y.L.); (T.T.); (Y.L.); (X.Y.); (Z.Y.)
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Wang X, Mei J, Zhang F, Wei M, Xie Y, Bayoude A, Liu X, Zhang B, Yu B. A ternary correlation multi-symptom network strategy based on in vivo chemical profile identification and metabolomics to explore the molecular basis of Ephedra herb against viral pneumonia. J Sep Sci 2024; 47:e2400090. [PMID: 38819782 DOI: 10.1002/jssc.202400090] [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: 02/01/2024] [Revised: 04/08/2024] [Accepted: 04/24/2024] [Indexed: 06/01/2024]
Abstract
Ephedra herb (EH), an important medicine prescribed in herbal formulas by Traditional Chinese Medicine practitioners, has been widely used in the treatment of viral pneumonia in China. However, the molecular basis of EH in viral pneumonia remains unclear. In this study, a ternary correlation multi-symptom network strategy was established based on in vivo chemical profile identification and metabolomics to explore the molecular basis of EH against viral pneumonia. Results showed that 143 compounds of EH and 70 prototype components were identified in vivo. EH could reduce alveolar-capillary barrier disruption in rats with viral pneumonia and significantly downregulate the expression of inflammatory factors and bronchoalveolar lavage fluid. Plasma metabolomics revealed that EH may be involved in the regulation of arachidonic acid, tryptophan, tyrosine, nicotinate, and nicotinamide metabolism. The multi-symptom network showed that 12 compounds have an integral function in the treatment of viral pneumonia by intervening in many pathways related to viruses, immunity and inflammation, and lung injury. Further verification demonstrated that sinapic acid and frambinone can regulate the expression of related genes. It has been shown to be a promising representative of the pharmacological constituents of ephedra.
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Affiliation(s)
- Xiaoyan Wang
- State Key Laboratory of Natural Medicines, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
| | - Jie Mei
- State Key Laboratory of Natural Medicines, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
| | - Fan Zhang
- State Key Laboratory of Natural Medicines, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
| | - Miaomiao Wei
- State Key Laboratory of Natural Medicines, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
| | - Yujun Xie
- State Key Laboratory of Natural Medicines, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
| | - Alamusi Bayoude
- State Key Laboratory of Natural Medicines, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
| | - Xiufeng Liu
- State Key Laboratory of Natural Medicines, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Research Center for Traceability and Standardization of TCMs, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
| | - Boli Zhang
- State Key Laboratory of Component-Based Chinese Medicine, School of Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin, China
| | - Boyang Yu
- State Key Laboratory of Natural Medicines, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Jiangsu Key Laboratory of TCM Evaluation and Translational Research, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
- Research Center for Traceability and Standardization of TCMs, School of Chinese Materia Medica, China Pharmaceutical University, Nanjing, China
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Yurlov KI, Yakushina SA, Fedorova NE, Kisteneva LB, Kelly EI, Kanibolotsky AA, Ivkin YN, Antipiat NA, Turin IN, Larichev VF, Demidova NA, Lesnova EI, Klimova RR, Masalova OV, Kushch AA. [Detection rates and high concentration of herpesvirus (Orthoherpesviridae) DNA in autopsy materials from patients with COVID-19 fatal outcome]. Vopr Virusol 2024; 69:134-150. [PMID: 38843020 DOI: 10.36233/0507-4088-215] [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: 01/15/2024] [Indexed: 05/14/2025]
Abstract
INTRODUCTION SARS-CoV-2 infection causes immune disorders that create conditions for the reactivation of human herpesviruses (HHVs). However, the estimates of the HHVs effect on the course and outcome of COVID-19 are ambiguous. Аim - to study the possible relationship between the HHV reactivation and the adverse outcome of COVID-19. MATERIALS AND METHODS Postmortem samples from the brain, liver, spleen, lymph nodes and lungs were obtained from 59 patients treated at the Moscow Infectious Diseases Hospital No.1 in 2021-2023. The group 1 comprised 39 patients with fatal COVID-19; group 2 (comparison group) included 20 patients not infected with SARS-CoV-2 who died from various somatic diseases. HHV DNA and SARS-CoV-2 RNA were determined by PCR. RESULTS HHV DNA was found in autopsy samples from all patients. In group 1, EBV was most often detected in lymph nodes (94%), HHV-6 in liver (68%), CMV in lymph nodes (18%), HSV in brain (16%), VZV in lung and spleen (3% each). The detection rates of HHVs in both groups was similar. Important differences were found in viral load. In patients with COVID-19, the number of samples containing more than 1,000 copies of HHV DNA per 100,000 cells was 52.4%, in the comparison group - 16.6% (p < 0.002). An association has been established between the reactivation of HSV and HHV-6 and the severity of lung damage. Reactivation of EBV correlated with increased levels of liver enzymes. CONCLUSION Reactivation of HHVs in patients with fatal COVID-19 was associated with severe lung and liver damages, which indicates a link between HHV reactivation and COVID-19 deaths.
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Affiliation(s)
- K I Yurlov
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | - S A Yakushina
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
- Department of Health, Moscow Infectious Clinical Hospital No. 1
| | - N E Fedorova
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | - L B Kisteneva
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
- Department of Health, Moscow Infectious Clinical Hospital No. 1
| | - E I Kelly
- Department of Health, Moscow Infectious Clinical Hospital No. 1
| | - A A Kanibolotsky
- Sklifosovsky Research Institute For Emergency Medicine, «Sklifosovsky Institute»
- Research Institute for Healthcare and Medical Management of Moscow Healthcare Department
| | - Y N Ivkin
- Sklifosovsky Research Institute For Emergency Medicine, «Sklifosovsky Institute»
- Research Institute for Healthcare and Medical Management of Moscow Healthcare Department
| | - N A Antipiat
- Department of Health, Moscow Infectious Clinical Hospital No. 1
| | - I N Turin
- Department of Health, Moscow Infectious Clinical Hospital No. 1
| | - V F Larichev
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | - N A Demidova
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | - E I Lesnova
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | - R R Klimova
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | - O V Masalova
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | - A A Kushch
- National Research Center for Epidemiology and Microbiology, Ministry of Health of the Russian Federation
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Wang F, Gao Y, Wagner AL, Lu Y. A systematic review and meta-analysis of herpes zoster occurrence/recurrence after COVID-19 infection and vaccination. J Med Virol 2024; 96:e29629. [PMID: 38682607 DOI: 10.1002/jmv.29629] [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: 12/07/2023] [Revised: 04/01/2024] [Accepted: 04/12/2024] [Indexed: 05/01/2024]
Abstract
To inform surveillance, prevention, and management strategies for the varicella zoster virus (VZV) during the COVID-19 pandemic, this study aimed to evaluate the risk of herpes zoster (HZ) occurrence/recurrence following COVID-19 infection and vaccination. A comprehensive search across seven databases was conducted up to January 31, 2024, to identify studies relevant to the occurrence of HZ following COVID-19 infection and vaccination. The meta-analysis included five studies on postinfection HZ and 13 studies on postvaccination HZ. Patients infected with COVID-19 had a 2.16-fold increased risk of HZ (95% confidence interval [CI]: 1.24-3.76) than uninfected individuals. However, there was no significant association between COVID-19 vaccination and the risk of HZ compared to controls, with a relative risk (RR) of 1.08 (95% CI: 0.84-1.39). Furthermore, a descriptive analysis of 74 postinfection and 153 postvaccination HZ studies found no significant differences on gender or age (<50 and ≥50 years) following COVID-19 infection. Notably, 44.0% of the HZ cases postinfection appeared within the first week, with 69.5% resolving within 10 days, predominantly presenting as skin lesions. In the postvaccination group, the majority (60.1%) developed HZ after the first dose and 66.7% occurred within 1 week. Moreover, 44.6% resolved within 10 days and 50.0% within a month, primarily exhibiting skin lesions and postherpetic neuralgia. The study found that COVID-19 infection increases the risk of HZ, but the COVID-19 vaccine does not. Further study is needed to explore the association between COVID-19 and HZ.
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Affiliation(s)
- Fengge Wang
- Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China
- Department of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China
| | - Yidan Gao
- Department of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China
| | - Abram L Wagner
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, Michigan, USA
| | - Yihan Lu
- Shanghai Institute of Infectious Disease and Biosecurity, Fudan University, Shanghai, China
- Department of Epidemiology, Key Laboratory of Public Health Safety of Ministry of Education, School of Public Health, Fudan University, Shanghai, China
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Karch JL, Okorie CL, Maymone MBC, Laughter M, Vashi NA. Vascular cutaneous manifestations of COVID-19 and RNA viral pathogens: a systematic review. Clin Exp Dermatol 2024; 49:313-324. [PMID: 37936304 DOI: 10.1093/ced/llad377] [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: 09/24/2023] [Revised: 10/27/2023] [Accepted: 10/27/2023] [Indexed: 11/09/2023]
Abstract
BACKGROUND COVID-19, the widely recognized and highly contagious respiratory tract infection, has had a substantial impact on the field of dermatology since its emergence in 2019. SARS-CoV-2, the causative virus of COVID-19, is classified as an RNA virus. Various skin-related symptoms have been reported in patients with COVID-19, most notably the distinctive purple-red acral rash resembling chilblain lesions, commonly referred to as 'COVID toe'; similarly, skin-related symptoms have been observed in connection with other RNA viruses. OBJECTIVES To explore the relationship between RNA viruses and their associated vascular cutaneous manifestations vs. those observed in patients infected with SARS-CoV-2. METHODS A systematic literature review was conducted using PubMed and medical subject heading terms related to RNA viruses and related skin manifestations. RESULTS In total, 3994 patients diagnosed with COVID-19 presenting with skin rashes were included. Chilblain-like lesions were most frequently observed (30.2%), followed by erythematous maculopapular/morbilliform rashes (9.1%) and urticarial rashes (4.7%). Of 8362 patients diagnosed with RNA viruses, more than half of the skin findings reported were erythematous/maculopapular/morbilliform rashes (52.3%), followed by unspecified (11.3%) and purpuric rashes (10.6%). CONCLUSIONS When comparing RNA viral infections with COVID-19 infection, we observed similarities in the reported skin manifestations and their presumed pathways, with many implicated in the proinflammatory response. Owing to the wide range of cutaneous symptoms associated with RNA viruses and our currently limited understanding of the underlying mechanisms, additional research is warranted to investigate the pathology behind viral-induced skin lesions.
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Affiliation(s)
- Jamie L Karch
- Department of Medicine, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Chiamaka L Okorie
- Department of Medicine, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Mayra B C Maymone
- Department of Dermatology, The Warren Alpert Medical School, Brown University, Providence, RI, USA
| | - Melissa Laughter
- Department of Dermatology, New York University, New York, NY, USA
| | - Neelam A Vashi
- Department of Dermatology, Boston University School of Medicine, Boston, MA, USA
- Department of Dermatology, US Department of Veteran Affairs, Boston Health Care System, Boston, MA, USA
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Gu J, Yuan Y, Wang J, Liu H, Zhang Z, Yan Y. Serum Inflammatory Cytokine Levels in Herpes Zoster Patients and Their Association with Postherpetic Neuralgia: A Prospective Study. Med Sci Monit 2023; 29:e941878. [PMID: 37899544 PMCID: PMC10624140 DOI: 10.12659/msm.941878] [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: 07/21/2023] [Accepted: 08/28/2023] [Indexed: 10/31/2023] Open
Abstract
BACKGROUND This study aimed to investigate the serum levels of inflammatory cytokines in patients with herpes zoster (HZ) and to assess their correlation with the development of postherpetic neuralgia (PHN). Understanding this relationship may offer insight into the mechanisms of PHN and provide avenues for targeted treatment. MATERIAL AND METHODS We selected 169 patients diagnosed with HZ and 43 healthy controls (HCs) for the study. Serum levels of inflammatory cytokines were measured in all participants. Pain severity was evaluated using the visual analog scale (VAS). Based on follow-up data, the 169 HZ patients were categorized into 2 groups: those who developed PHN (HZ-PHN) and those who did not (HZ-Con). We then analyzed the differences in cytokine levels and their correlation with PHN development. RESULTS Compared to the HCs group, HZ patients exhibited a significant decrease in TNF-a levels and an increase in IL-10 levels (P<0.05, P<0.01). The VAS score was negatively correlated with TNF-alpha levels and positively correlated with IL-10 levels in HZ patients (r=-0.3081, P<0.01; r=0.5619, P<0.01). Distinctive levels of TNF-alpha, IL-6, IL-8, and IL-10 were observed among different pain groups (P<0.05, P<0.01). The HZ-PHN group showed lower TNF-alpha and higher IL-10 levels compared to the HZ-Con group (P<0.05, P<0.01). IL-10 level was identified as an independent risk factor for PHN, with a sensitivity and specificity of 76.4% and 54.3%, respectively. CONCLUSIONS Abnormal levels of inflammatory cytokines are present in HZ patients, and the IL-10 level may serve as a valuable indicator for predicting the risk of developing PHN.
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Rahman MA, Amin MA, Yeasmin MN, Islam MZ. Molecular Biomarker Identification Using a Network-Based Bioinformatics Approach That Links COVID-19 With Smoking. Bioinform Biol Insights 2023; 17:11779322231186481. [PMID: 37461741 PMCID: PMC10350588 DOI: 10.1177/11779322231186481] [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: 12/18/2022] [Accepted: 06/21/2023] [Indexed: 07/20/2023] Open
Abstract
The COVID-19 coronavirus, which primarily affects the lungs, is the source of the disease known as SARS-CoV-2. According to "Smoking and COVID-19: a scoping review," about 32% of smokers had a severe case of COVID-19 pneumonia at their admission time and 15% of non-smokers had this case of COVID-19 pneumonia. We were able to determine which genes were expressed differently in each group by comparing the expression of gene transcriptomic datasets of COVID-19 patients, smokers, and healthy controls. In all, 37 dysregulated genes are common in COVID-19 patients and smokers, according to our analysis. We have applied all important methods namely protein-protein interaction, hub-protein interaction, drug-protein interaction, tf-gene interaction, and gene-MiRNA interaction of bioinformatics to analyze to understand deeply the connection between both smoking and COVID-19 severity. We have also analyzed Pathways and Gene Ontology where 5 significant signaling pathways were validated with previous literature. Also, we verified 7 hub-proteins, and finally, we validated a total of 7 drugs with the previous study.
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Affiliation(s)
| | - Md Al Amin
- Department of Computer Science & Engineering, Prime University, Dhaka, Bangladesh
| | - Most Nilufa Yeasmin
- Department of Information & Communication Technology, Islamic University, Kushtia, Bangladesh
| | - Md Zahidul Islam
- Department of Information & Communication Technology, Islamic University, Kushtia, Bangladesh
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Chemical profile of anti-epidemic sachet based on multiple sample preparation coupled with gas chromatography-mass spectrometry analysis combined with an embedded peaks resolution method and their action mechanisms. J Chromatogr A 2023; 1691:463816. [PMID: 36716594 DOI: 10.1016/j.chroma.2023.463816] [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: 12/17/2022] [Revised: 01/15/2023] [Accepted: 01/20/2023] [Indexed: 01/22/2023]
Abstract
The anti-epidemic sachet (Fang Yi Xiang Nang, FYXN) in traditional Chinese medicine (TCM) can prevent COVID-19 through volatile compounds that can play the role of fragrant and dampness, heat-clearing and detoxifying, warding off filth and pathogenic factors. Nevertheless, the anti-(mutant) SARS-CoV-2 compounds and the compounds related to the mechanism in vivo, and the mechanism of FYXN are still vague. In this study, the volatile compound set of FYXN was constructed by gas chromatography-mass spectrometry (GC-MS) based on multiple sample preparation methods, which include headspace (HS), headspace solid phase microextraction (HS-SPME) and pressurized liquid extraction (PLE). In addition, selective ion analysis (SIA) was used to resolve embedded chromatographic peaks present in HS-SPME results. Preliminary analysis of active compounds and mechanism of FYXN by network pharmacology combined with disease pathway information based on GC-MS results. A total of 96 volatile compounds in FYXN were collected by GC-MS analysis. 39 potential anti-viral compounds were screened by molecular docking. 13 key pathways were obtained by KEGG pathway analysis (PI3K-Akt signaling pathway, HIF-1 signaling pathway, etc.) for FYXN to prevent COVID-19. 16 anti-viral compounds (C95, C91, etc.), 10 core targets (RELA, MAPK1, etc.), and 16 key compounds related to the mechanism in vivo (C56, C30, etc.) were obtained by network analysis. The relevant pharmacological effects of key pathways and key compounds were verified by the literature. Finally, molecular docking was used to verify the relationship between core targets and key compounds, which are related to the mechanism in vivo. A variety of sample preparation methods coupled with GC-MS analysis combined with an embedded peaks resolution method and integrated with network pharmacology can not only comprehensively characterize the volatile compounds in FYXN, but also expand the network pharmacology research ideas, and help to discover the active compounds and mechanisms in FYXN.
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COVID-19 infection and vaccines: potential triggers of Herpesviridae reactivation. An Bras Dermatol 2023; 98:347-354. [PMID: 36803914 PMCID: PMC9915050 DOI: 10.1016/j.abd.2022.09.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 08/14/2022] [Accepted: 09/17/2022] [Indexed: 02/12/2023] Open
Abstract
Since the onset of the COVID-19 outbreak, numerous articles have highlighted a possible link between COVID-19 vaccination or infection and Herpesviridae co-infection or reactivation. The authors conducted an exhaustive literature review on this topic, the results of which are presented individually for each member of the Herpesviridae family: Herpes Simplex Virus (HSV) types-1 (HSV-1) and 2 (HSV-2); Varicella-Zoster Virus (VZV); Epstein-Barr Virus (EBV); Cytomegalovirus (CMV); HHV-6; HHV-7; and HHV-8. These human herpesviruses can serve as prognostic markers for the COVID-19 infection and may even underlie some of the clinical manifestations initially attributed to SARS-CoV-2. In addition to SARS-CoV-2 infection, all corresponding vaccines approved to date in Europe appear capable of inducing herpesvirus reactivation. It is important to consider all viruses of the Herpesviridae family when managing patients infected with or recently vaccinated against COVID-19.
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Muacevic A, Adler JR, Butt MI, Alsalamah HI, Ali Sheikh ANM. A Case of Disseminated Herpes Zoster With Polyneuropathy Following the Third Dose of the Pfizer-BioNTech Vaccine. Cureus 2023; 15:e33962. [PMID: 36820114 PMCID: PMC9938650 DOI: 10.7759/cureus.33962] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/19/2023] [Indexed: 01/20/2023] Open
Abstract
SARS-CoV-2 pandemic resulted in the fast development of new vaccines, which helped contain the pandemic, but some adverse events started to rise. Recently, post-administration of mRNA-based vaccines, varicella-zoster virus (VZV) reactivation was reported. We report a case of disseminated herpes zoster with polyneuropathy and cerebrospinal fluid (CSF) findings following the Pfizer-BioNTechvaccine. Our observation aims to increase clinicians' awareness of a possible relationship between herpes zoster reactivation and SARS-CoV-2 vaccines.
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Mohammadpour M, Farrokhpour H, Sadeghi R. Herpetic endotheliitis and stromal keratitis following inactivated COVID-19 vaccination. Clin Case Rep 2022; 10:e6397. [PMID: 36237947 PMCID: PMC9536498 DOI: 10.1002/ccr3.6397] [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: 04/02/2022] [Revised: 08/31/2022] [Accepted: 09/21/2022] [Indexed: 11/07/2022] Open
Abstract
Given the scarcity of data regarding ocular complications following COVID-19 vaccination, the approach toward patients with suggestive symptoms and established clinical practice is lacking. Herein, we report the first case of herpetic endotheliithis and secondary stromal keratitis following inactivated COVID-19 vaccination who experienced a relapse due to poor adherence.
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Affiliation(s)
- Mehrdad Mohammadpour
- Translational Ophthalmology Research CenterFarabi Eye Hospital, Tehran University of Medical SciencesTehranIran
| | - Hossein Farrokhpour
- Translational Ophthalmology Research CenterFarabi Eye Hospital, Tehran University of Medical SciencesTehranIran
| | - Reza Sadeghi
- Translational Ophthalmology Research CenterFarabi Eye Hospital, Tehran University of Medical SciencesTehranIran
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Martinez-Reviejo R, Tejada S, Adebanjo GAR, Chello C, Machado MC, Parisella FR, Campins M, Tammaro A, Rello J. Varicella-Zoster virus reactivation following severe acute respiratory syndrome coronavirus 2 vaccination or infection: New insights. Eur J Intern Med 2022; 104:73-79. [PMID: 35931613 PMCID: PMC9340059 DOI: 10.1016/j.ejim.2022.07.022] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 07/18/2022] [Accepted: 07/29/2022] [Indexed: 11/22/2022]
Abstract
INTRODUCTION Varicella zoster virus (VZV) reactivation has been reported following vaccination for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), but the real extent remains unknown. METHODS We conducted a systematic review to summarize evidence of VZV reactivation or infection following SARS-CoV-2 vaccination. Episodes after coronavirus disease-2019 (COVID-19) were also identified. Related articles were identified in PubMed and EMBASE databases till December 31, 2021 using the terms "varicella zoster" and "COVID-19″. PROSPERO Register Number: CRD42021289399. RESULTS The search revealed 314 articles, of which 55 met the inclusion criteria. VZV manifestations were documented in 179 (82.1%) subjects following SARS-CoV-2 vaccination and in 39 (17.9%) patients with COVID-19. Among the vaccinated, median (IQR) age was 56.5 (42-70) years, and 56.8% were female. Twenty-one (16.8%) were immunosuppressed. The median (IQR) latency time after vaccination was 6 (3-10) days, and 84.4% received mRNA vaccines. VZV reactivation occurred following a first dose (68.2%), a second dose (12.8%) or a booster (0.6%). The most important VZV manifestation was dermatome herpes zoster rash, which accounted for 86.4% of events in vaccinated subjects. Twenty patients (11.3%) presented serious VZV events after vaccination, with Herpes Zoster ophthalmicus (5.6%) and post-herpetic neuralgia (3.4%) predominating. No VZV pneumonia or deaths were recorded. Antiviral prescriptions were made in 96.2% of vaccinated subjects. No significant differences between vaccinated and infected subjects were found. CONCLUSION This study indicates that the occurrence of VZV reactivation is clinically relevant. However, our findings suggest that COVID-19 vaccination is safe, and remains strongly recommended.
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Affiliation(s)
- Raquel Martinez-Reviejo
- Centro de Investigación Biomédica En Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Clinical Research/Epidemiology in Pneumonia & Sepsis (CRIPS), Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
| | - Sofia Tejada
- Centro de Investigación Biomédica En Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Clinical Research/Epidemiology in Pneumonia & Sepsis (CRIPS), Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain
| | | | - Camilla Chello
- NESMOS Department of Dermatology, Sapienza University of Rome, Rome, Italy
| | | | | | - Magda Campins
- Department of Epidemiology, Vall d'Hebron Hospital, Barcelona, Spain
| | - Antonella Tammaro
- NESMOS Department of Dermatology, Sapienza University of Rome, Rome, Italy
| | - Jordi Rello
- Centro de Investigación Biomédica En Red de Enfermedades Respiratorias (CIBERES), Instituto de Salud Carlos III, Madrid, Spain; Clinical Research/Epidemiology in Pneumonia & Sepsis (CRIPS), Vall d'Hebron Institute of Research (VHIR), Barcelona, Spain; Department of Medicine, Universitat Internacional de Catalunya, Barcelona, Spain; Clinical Research, Department of Anesthesia, CHRU Nîmes, Nîmes, France.
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13
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Borgia F, Li Pomi F, Alessandrello C, Vaccaro M, Pioggia G, Gangemi S. Coronavirus disease 2019 and pityriasis rosea: A review of the immunological connection. J Dermatol 2022; 49:948-956. [PMID: 35675487 PMCID: PMC9347431 DOI: 10.1111/1346-8138.16482] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 05/14/2022] [Accepted: 05/18/2022] [Indexed: 12/17/2022]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is characterized by the activation of a cytokine storm derived from an excess release of cytokine (interleukin [IL]-6, interferon [IFN] I, C-X-C motif chemokine ligand [CXCL]10, tumor necrosis factor [TNF]-α, macrophage inflammatory protein [MIP]1) due to an uncontrolled immune activation. There has been a fivefold increase in the number of cases of pityriasis rosea during the SARS-CoV-2 pandemic. Using the keywords "pityriasis" and "COVID-19", we carried out a PubMed search, including all articles in the English language published until November 2021. We aimed to investigate the possible connection between SARS-CoV-2 and pityriasis rosea (PR). Pityriasis could be considered an immunological disease due to the involvement of cytokines and chemokines. Our analysis yielded 65 articles of which 53 were not considered; the others (n = 12) concerning the association between PR and COVID-19 were included in our study. We suggest two mechanisms underlying the involvement of the skin in viral infections: (i) viruses directly affecting the skin and/or inducing host immune response thus causing cutaneous manifestations; and (ii) viruses as a possible inducer of the reactivation of another virus. The first mechanism is probably related to a release of pro-inflammatory cytokine and infection-related biomarkers; in the second, several pathways could be involved in the reactivation of other latent viruses (human herpesviruses 6 and 7), such as a cytokine-cytokine receptor interaction, the Janus kinase-signal transducer and activator of transcription signaling pathway, and the IL-17 signaling pathway. We thus believe that a cytokine storm could be directly or indirectly responsible for a cutaneous manifestation. More investigations are needed to find specific pathways involved and thus confirm our speculations.
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Affiliation(s)
- Francesco Borgia
- Section Of Dermatology, Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
| | - Federica Li Pomi
- Section Of Dermatology, Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
| | - Clara Alessandrello
- School and Operative Unit of Allergy and Clinical ImmunologyUniversity of MessinaMessinaItaly
| | - Mario Vaccaro
- Section Of Dermatology, Department of Clinical and Experimental MedicineUniversity of MessinaMessinaItaly
| | - Giovanni Pioggia
- Institute for Biomedical Research and Innovation (IRIB)National Research Council of Italy (CNR)MessinaItaly
| | - Sebastiano Gangemi
- School and Operative Unit of Allergy and Clinical ImmunologyUniversity of MessinaMessinaItaly
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14
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Zhang W, Yang Z, Zhou F, Wei Y, Ma X. Network Pharmacology and Bioinformatics Analysis Identifies Potential Therapeutic Targets of Paxlovid Against LUAD/COVID-19. Front Endocrinol (Lausanne) 2022; 13:935906. [PMID: 36157452 PMCID: PMC9493477 DOI: 10.3389/fendo.2022.935906] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 08/09/2022] [Indexed: 11/13/2022] Open
Abstract
Background Coronavirus disease 2019 (COVID-19), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has caused a pandemic in many countries around the world. The virus is highly contagious and has a high fatality rate. Lung adenocarcinoma (LUAD) patients may have higher susceptibility and mortality to COVID-19. While Paxlovid is the first oral drug approved by the U.S. Food and Drug Administration (FDA) for COVID-19, its specific drug mechanism for lung cancer patients infected with COVID-19 remains to be further studied. Methods COVID-19 related genes were obtained from NCBI, GeneCards, and KEGG, and then the transcriptome data for LUAD was downloaded from TCGA. The drug targets of Paxlovid were revealed through BATMAN-TCM, DrugBank, SwissTargetPrediction, and TargetNet. The genes related to susceptibility to COVID-19 in LUAD patients were obtained through differential analysis. The interaction of LUAD/COVID-19 related genes was evaluated and displayed by STRING, and a COX risk regression model was established to screen and evaluate the correlation between genes and clinical characteristics. The Venn diagram was drawn to select the candidate targets of Paxlovid against LUAD/COVID-19, and the functional analysis of the target genes was performed using KEGG and GO enrichment analysis. Finally, Cytoscape was used to screen and visualize the Hub Gene, and Autodock was used for molecular docking between the drug and the target. Result Bioinformatics analysis was performed by combining COVID-19-related genes with the gene expression and clinical data of LUAD, including analysis of prognosis-related genes, survival rate, and hub genes screened out by the prognosis model. The key targets of Paxlovid against LUAD/COVID-19 were obtained through network pharmacology, the most important targets include IL6, IL12B, LBP. Furthermore, pathway analysis showed that Paxlovid modulates the IL-17 signaling pathway, the cytokine-cytokine receptor interaction, during LUAD/COVID-19 treatment. Conclusions Based on bioinformatics and network pharmacology, the prognostic signature of LUAD/COVID-19 patients was screened. And identified the potential therapeutic targets and molecular pathways of Paxlovid Paxlovid in the treatment of LUAD/COVID. As promising features, prognostic signatures and therapeutic targets shed light on improving the personalized management of patients with LUAD.
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Affiliation(s)
- Wentao Zhang
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical Unversity, Jinan, China
- Shandong First Medical Unversity, Jinan, China
| | - Zhe Yang
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical Unversity, Jinan, China
| | - Fengge Zhou
- Tumor Research and Therapy Center, Shandong Provincial Hospital Affiliated to Shandong First Medical Unversity, Jinan, China
| | - Yanjun Wei
- Tumor Research and Therapy Center, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Xiaoqing Ma
- Shandong First Medical Unversity, Jinan, China
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15
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Lu L, Liu LP, Gui R, Dong H, Su YR, Zhou XH, Liu FX. Discovering common pathogenetic processes between COVID-19 and sepsis by bioinformatics and system biology approach. Front Immunol 2022; 13:975848. [PMID: 36119022 PMCID: PMC9471316 DOI: 10.3389/fimmu.2022.975848] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 08/04/2022] [Indexed: 11/17/2022] Open
Abstract
Corona Virus Disease 2019 (COVID-19), an acute respiratory infectious disease caused by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), has spread rapidly worldwide, resulting in a pandemic with a high mortality rate. In clinical practice, we have noted that many critically ill or critically ill patients with COVID-19 present with typical sepsis-related clinical manifestations, including multiple organ dysfunction syndrome, coagulopathy, and septic shock. In addition, it has been demonstrated that severe COVID-19 has some pathological similarities with sepsis, such as cytokine storm, hypercoagulable state after blood balance is disrupted and neutrophil dysfunction. Considering the parallels between COVID-19 and non-SARS-CoV-2 induced sepsis (hereafter referred to as sepsis), the aim of this study was to analyze the underlying molecular mechanisms between these two diseases by bioinformatics and a systems biology approach, providing new insights into the pathogenesis of COVID-19 and the development of new treatments. Specifically, the gene expression profiles of COVID-19 and sepsis patients were obtained from the Gene Expression Omnibus (GEO) database and compared to extract common differentially expressed genes (DEGs). Subsequently, common DEGs were used to investigate the genetic links between COVID-19 and sepsis. Based on enrichment analysis of common DEGs, many pathways closely related to inflammatory response were observed, such as Cytokine-cytokine receptor interaction pathway and NF-kappa B signaling pathway. In addition, protein-protein interaction networks and gene regulatory networks of common DEGs were constructed, and the analysis results showed that ITGAM may be a potential key biomarker base on regulatory analysis. Furthermore, a disease diagnostic model and risk prediction nomogram for COVID-19 were constructed using machine learning methods. Finally, potential therapeutic agents, including progesterone and emetine, were screened through drug-protein interaction networks and molecular docking simulations. We hope to provide new strategies for future research and treatment related to COVID-19 by elucidating the pathogenesis and genetic mechanisms between COVID-19 and sepsis.
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Affiliation(s)
- Lu Lu
- Department of Blood Transfusion, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Le-Ping Liu
- Department of Blood Transfusion, The Third Xiangya Hospital of Central South University, Changsha, China
- Department of Pediatrics, The Third Xiangya Hospital, Central South University, Changsha, China
| | - Rong Gui
- Department of Blood Transfusion, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Hang Dong
- Department of Blood Transfusion, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Yan-Rong Su
- Department of Laboratory Medicine, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Xiong-Hui Zhou
- Department of Blood Transfusion, The Third Xiangya Hospital of Central South University, Changsha, China
| | - Feng-Xia Liu
- Department of Blood Transfusion, The Third Xiangya Hospital of Central South University, Changsha, China
- *Correspondence: Feng-Xia Liu,
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16
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Gringeri M, Battini V, Cammarata G, Mosini G, Guarnieri G, Leoni C, Pozzi M, Radice S, Clementi E, Carnovale C. Herpes zoster and simplex reactivation following COVID-19 vaccination: new insights from a vaccine adverse event reporting system (VAERS) database analysis. Expert Rev Vaccines 2022; 21:675-684. [PMID: 35191364 DOI: 10.1080/14760584.2022.2044799] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
BACKGROUND A few cases of Herpes Zoster and Simplex reactivation following COVID-19 immunization have been recently described, but the real extent of this suspected adverse event has not been elucidated yet. METHODS We performed a nested case/control study by using the U.S. Vaccine Adverse Event Reporting System database. We carried out a case-level clinical review of all Herpes reactivation cases following the administration of COVID-19 vaccines. For cases and controls, significance was set at P = 0.05, differential risk of reporting was assessed for each vaccine as reporting odds ratio and incidence was estimated based on the total number of vaccine doses administered. RESULTS Of 6,195 cases included in the analysis (5,934 and 273 reporting Herpes Zoster and Herpes Simplex, respectively) over 90% were non-serious. We found a slightly higher risk of reporting both for Zoster (ROR = 1.49) and Simplex (ROR = 1.51) infections following the Pfizer-BioNTech vaccine. The estimated incidence was approximately 0.7/100,000 and 0.03/100,000 for Zoster and Simplex, respectively. CONCLUSIONS The paucity of cases (almost all of non-serious nature) makes the potential occurrence of this adverse effect negligible from clinical standpoints, thus supporting the good safety profile of the COVID-19 vaccination, which remains strongly recommended.
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Affiliation(s)
- Michele Gringeri
- Unit of Clinical Pharmacology, Department of Biomedical and Clinical Sciences L. Sacco, "Luigi Sacco" University Hospital, University of Milan, Milano, Italy
| | - Vera Battini
- Unit of Clinical Pharmacology, Department of Biomedical and Clinical Sciences L. Sacco, "Luigi Sacco" University Hospital, University of Milan, Milano, Italy
| | - Gianluca Cammarata
- Unit of Clinical Pharmacology, Department of Biomedical and Clinical Sciences L. Sacco, "Luigi Sacco" University Hospital, University of Milan, Milano, Italy
| | - Giulia Mosini
- Unit of Clinical Pharmacology, Department of Biomedical and Clinical Sciences L. Sacco, "Luigi Sacco" University Hospital, University of Milan, Milano, Italy
| | - Greta Guarnieri
- Unit of Clinical Pharmacology, Department of Biomedical and Clinical Sciences L. Sacco, "Luigi Sacco" University Hospital, University of Milan, Milano, Italy
| | - Chiara Leoni
- Unit of Clinical Pharmacology, Department of Biomedical and Clinical Sciences L. Sacco, "Luigi Sacco" University Hospital, University of Milan, Milano, Italy
| | - Marco Pozzi
- Scientific Institute, IRCCS E. Medea, Bosisio Parini, LC, Italy
| | - Sonia Radice
- Unit of Clinical Pharmacology, Department of Biomedical and Clinical Sciences L. Sacco, "Luigi Sacco" University Hospital, University of Milan, Milano, Italy
| | - Emilio Clementi
- Unit of Clinical Pharmacology, Department of Biomedical and Clinical Sciences L. Sacco, "Luigi Sacco" University Hospital, University of Milan, Milano, Italy.,Scientific Institute, IRCCS E. Medea, Bosisio Parini, LC, Italy
| | - Carla Carnovale
- Unit of Clinical Pharmacology, Department of Biomedical and Clinical Sciences L. Sacco, "Luigi Sacco" University Hospital, University of Milan, Milano, Italy
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17
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Curran D, La EM, Salem A, Singer D, Lecrenier N, Poston S. Modeled impact of the COVID-19 pandemic and associated reduction in adult vaccinations on herpes zoster in the United States. Hum Vaccin Immunother 2022; 18:2027196. [PMID: 35049412 PMCID: PMC8993052 DOI: 10.1080/21645515.2022.2027196] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Due to COVID-19, vaccinations dropped in 2020 and 2021. We estimated the impact of reduced recombinant zoster vaccine (RZV) use on herpes zoster (HZ) cases, complications, and quality-adjusted life-year (QALY) losses among older adults. Various scenarios were compared with Markov models using data from national sources, clinical trials, and literature. Missed series initiations were calculated based on RZV distributed doses. In 2020, 3.9 million RZV series initiations were missed, resulting in 31,945 HZ cases, 2,714 postherpetic neuralgia cases, and 610 lost QALYs. Scenarios further projected disease burden increases if individuals remain unvaccinated in 2021 or the same number of initiations are missed in 2021. Health professionals should emphasize the importance of vaccination against all preventable diseases during the COVID-19 era.
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18
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Drago F, Broccolo F, Ciccarese G. Pityriasis rosea, pityriasis rosea-like eruptions, and herpes zoster in the setting of COVID-19 and COVID-19 vaccination. Clin Dermatol 2022; 40:586-590. [PMID: 35093476 PMCID: PMC8801905 DOI: 10.1016/j.clindermatol.2022.01.002] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Pityriasis rosea (PR), PR-like eruptions (PR-LE), and herpes zoster have been frequently reported during the COVID-19 pandemic and following COVID-19 vaccination. PR is a self-limiting exanthematous disease and herpes zoster is a treatable condition; therefore, their occurrence does not require discontinuation of the vaccination schedule. PR-LE is a hypersensitivity reaction and is, therefore, less predictable in its course. In the case of a booster dose, the clinical manifestation may not recur, may be different from PR-LE, or may present with systemic symptoms; however, in the case of PR-LE, the possibility of mild and predominantly cutaneous adverse events should not discourage all eligible candidates from receiving and completing the COVID-19 vaccination program, as such adverse reactions represent a small risk considering the possible severe and fatal outcome of COVID-19. We emphasize the relevance of looking for any viral reactivation in patients infected with SARS-CoV-2 who have skin eruptions. The search for viral reactivations could be useful not only for distinguishing between PR and PR-LE but also because viral reactivations may contribute to a patient's systemic inflammation and influence the course of the disease.
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Affiliation(s)
- Francesco Drago
- Dermatology Unit, Ospedale Policlinico San Martino, Genoa, Italy
| | - Francesco Broccolo
- Department of Medicine and Surgery, School of Medicine, University of Milano-Bicocca, Monza, Italy
| | - Giulia Ciccarese
- Dermatology Unit, Ospedale Policlinico San Martino, Genoa, Italy,Corresponding author
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19
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Hasankhani A, Bahrami A, Sheybani N, Aria B, Hemati B, Fatehi F, Ghaem Maghami Farahani H, Javanmard G, Rezaee M, Kastelic JP, Barkema HW. Differential Co-Expression Network Analysis Reveals Key Hub-High Traffic Genes as Potential Therapeutic Targets for COVID-19 Pandemic. Front Immunol 2021; 12:789317. [PMID: 34975885 PMCID: PMC8714803 DOI: 10.3389/fimmu.2021.789317] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 11/26/2021] [Indexed: 01/08/2023] Open
Abstract
Background The recent emergence of COVID-19, rapid worldwide spread, and incomplete knowledge of molecular mechanisms underlying SARS-CoV-2 infection have limited development of therapeutic strategies. Our objective was to systematically investigate molecular regulatory mechanisms of COVID-19, using a combination of high throughput RNA-sequencing-based transcriptomics and systems biology approaches. Methods RNA-Seq data from peripheral blood mononuclear cells (PBMCs) of healthy persons, mild and severe 17 COVID-19 patients were analyzed to generate a gene expression matrix. Weighted gene co-expression network analysis (WGCNA) was used to identify co-expression modules in healthy samples as a reference set. For differential co-expression network analysis, module preservation and module-trait relationships approaches were used to identify key modules. Then, protein-protein interaction (PPI) networks, based on co-expressed hub genes, were constructed to identify hub genes/TFs with the highest information transfer (hub-high traffic genes) within candidate modules. Results Based on differential co-expression network analysis, connectivity patterns and network density, 72% (15 of 21) of modules identified in healthy samples were altered by SARS-CoV-2 infection. Therefore, SARS-CoV-2 caused systemic perturbations in host biological gene networks. In functional enrichment analysis, among 15 non-preserved modules and two significant highly-correlated modules (identified by MTRs), 9 modules were directly related to the host immune response and COVID-19 immunopathogenesis. Intriguingly, systemic investigation of SARS-CoV-2 infection identified signaling pathways and key genes/proteins associated with COVID-19's main hallmarks, e.g., cytokine storm, respiratory distress syndrome (ARDS), acute lung injury (ALI), lymphopenia, coagulation disorders, thrombosis, and pregnancy complications, as well as comorbidities associated with COVID-19, e.g., asthma, diabetic complications, cardiovascular diseases (CVDs), liver disorders and acute kidney injury (AKI). Topological analysis with betweenness centrality (BC) identified 290 hub-high traffic genes, central in both co-expression and PPI networks. We also identified several transcriptional regulatory factors, including NFKB1, HIF1A, AHR, and TP53, with important immunoregulatory roles in SARS-CoV-2 infection. Moreover, several hub-high traffic genes, including IL6, IL1B, IL10, TNF, SOCS1, SOCS3, ICAM1, PTEN, RHOA, GDI2, SUMO1, CASP1, IRAK3, HSPA5, ADRB2, PRF1, GZMB, OASL, CCL5, HSP90AA1, HSPD1, IFNG, MAPK1, RAB5A, and TNFRSF1A had the highest rates of information transfer in 9 candidate modules and central roles in COVID-19 immunopathogenesis. Conclusion This study provides comprehensive information on molecular mechanisms of SARS-CoV-2-host interactions and identifies several hub-high traffic genes as promising therapeutic targets for the COVID-19 pandemic.
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Affiliation(s)
- Aliakbar Hasankhani
- Department of Animal Science, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | - Abolfazl Bahrami
- Department of Animal Science, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
- Nuclear Agriculture Research School, Nuclear Science and Technology Research Institute, Karaj, Iran
| | - Negin Sheybani
- Department of Animal and Poultry Science, College of Aburaihan, University of Tehran, Tehran, Iran
| | - Behzad Aria
- Department of Physical Education and Sports Science, School of Psychology and Educational Sciences, Yazd University, Yazd, Iran
| | - Behzad Hemati
- Biotechnology Research Center, Karaj Branch, Islamic Azad University, Karaj, Iran
| | - Farhang Fatehi
- Department of Animal Science, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | | | - Ghazaleh Javanmard
- Department of Animal Science, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | - Mahsa Rezaee
- Department of Medical Mycology, School of Medical Science, Tarbiat Modares University, Tehran, Iran
| | - John P. Kastelic
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
| | - Herman W. Barkema
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
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20
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Antonescu F, Butnariu I, Cojocaru FM, Anghel DN, Mihai ED, Tuţă S. Zoster Cranial Polyneuropathy in a COVID-19 Patient. AMERICAN JOURNAL OF CASE REPORTS 2021; 22:e934658. [PMID: 34788266 PMCID: PMC8607048 DOI: 10.12659/ajcr.934658] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 10/18/2021] [Accepted: 10/12/2021] [Indexed: 12/11/2022]
Abstract
BACKGROUND Ramsay Hunt syndrome is a rare form of herpes zoster caused by the reactivation of the varicella-zoster virus in the geniculate ganglion. The main clinical manifestations are peripheral facial palsy, vesicular rash in the ear, and ipsilateral auricular pain, and sometimes vertigo. COVID-19 is a new multisystemic infectious disease that, in addition to common respiratory manifestations, it is known to affect the immune system, primarily depressing cellular immunity. CASE REPORT A 54-year-old woman was admitted to our hospital with an acute vestibular syndrome and diplopia. She had been diagnosed 3 years prior with interstitial lung disease for which she was taking methylprednisolone. At admission, she tested positive for SARS-CoV-2. In the following days, she developed a sixth nerve palsy on the left side and a right peripheral facial palsy on the right side, followed by a typical zoster rash on the ipsilateral ear. One month later, she developed acute severe hearing loss on the right side. There were no COVID-19 symptoms during her stay in our hospital. The MRI showed Gd enhancement of both facial nerves. Under antiviral and corticoid treatment, the evolution was favorable, with marked improvement at 6 months. CONCLUSIONS COVID-19 increases the risk for herpes zoster infection, probably through induced depression of the cellular immunity. Our case suggests Ramsay Hunt syndrome can be the presenting symptom and sometimes the only symptom of COVID-19. This also seems to be true for other cranial neuropathies, and we recommend testing these patients even if there are no other manifestations.
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Affiliation(s)
- Florian Antonescu
- Department of Neurology, National Institute of Neurology and Neurovascular Diseases, University of Medicine and Pharmacy “Carol Davila”, Bucharest, Romania
- Department of Neurology, “Carol Davila” University of Medicine and Pharmacy, Bucharest, Romania
| | - Ioana Butnariu
- Department of Neurology, National Institute of Neurology and Neurovascular Diseases, University of Medicine and Pharmacy “Carol Davila”, Bucharest, Romania
| | - Florentina Melania Cojocaru
- Department of Neurology, National Institute of Neurology and Neurovascular Diseases, University of Medicine and Pharmacy “Carol Davila”, Bucharest, Romania
| | - Daniela Nicoleta Anghel
- Department of Neurology, National Institute of Neurology and Neurovascular Diseases, University of Medicine and Pharmacy “Carol Davila”, Bucharest, Romania
| | | | - Sorin Tuţă
- Department of Neurology, National Institute of Neurology and Neurovascular Diseases, University of Medicine and Pharmacy “Carol Davila”, Bucharest, Romania
- Department of Neurology, “Carol Davila” University of Medicine and Pharmacy, Bucharest, Romania
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