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Nguyen TL, Kim H. Integrating immunoinformatics and computational epitope prediction for a vaccine candidate against respiratory syncytial virus. Infect Dis Model 2024; 9:763-774. [PMID: 38708060 PMCID: PMC11068479 DOI: 10.1016/j.idm.2024.04.005] [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: 02/12/2024] [Revised: 04/04/2024] [Accepted: 04/10/2024] [Indexed: 05/07/2024] Open
Abstract
Respiratory syncytial virus (RSV) poses a significant global health threat, especially affecting infants and the elderly. Addressing this, the present study proposes an innovative approach to vaccine design, utilizing immunoinformatics and computational strategies. We analyzed RSV's structural proteins across both subtypes A and B, identifying potential helper T lymphocyte, cytotoxic T lymphocyte, and linear B lymphocyte epitopes. Criteria such as antigenicity, allergenicity, toxicity, and cytokine-inducing potential were rigorously examined. Additionally, we evaluated the conservancy of these epitopes and their population coverage across various RSV strains. The comprehensive analysis identified six major histocompatibility complex class I (MHC-I) binding, five MHC-II binding, and three B-cell epitopes. These were integrated with suitable linkers and adjuvants to form the vaccine. Further, molecular docking and molecular dynamics simulations demonstrated stable interactions between the vaccine candidate and human Toll-like receptors (TLR4 and TLR5), with a notable preference for TLR4. Immune simulation analysis underscored the vaccine's potential to elicit a strong immune response. This study presents a promising RSV vaccine candidate and offers theoretical support, marking a significant advancement in vaccine development efforts. However, the promising in silico findings need to be further validated through additional in vivo studies.
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Affiliation(s)
- Truc Ly Nguyen
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, Republic of Korea
| | - Heebal Kim
- Department of Agricultural Biotechnology and Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, 08826, Republic of Korea
- Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, 08826, Republic of Korea
- eGnome, Inc., Seoul, 05836, Republic of Korea
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Su P, Jiang C, Zhang Y. The implication of infection with respiratory syncytial virus in pediatric recurrent wheezing and asthma: knowledge expanded post-COVID-19 era. Eur J Clin Microbiol Infect Dis 2024; 43:403-416. [PMID: 38153660 DOI: 10.1007/s10096-023-04744-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 12/21/2023] [Indexed: 12/29/2023]
Abstract
BACKGROUND Respiratory syncytial virus (RSV) infection has been identified to serve as the primary cause of acute lower respiratory infectious diseases in children under the age of one and a significant risk factor for the emergence and development of pediatric recurrent wheezing and asthma, though the exact mechanism is still unknown. METHODS AND RESULTS In this study, we discuss the key routes that lead to recurrent wheezing and bronchial asthma following RSV infection. It is interesting to note that following the coronavirus disease 2019 (COVID-19) epidemic, the prevalence of RSV changes significantly. This presents us with a rare opportunity to better understand the associated mechanism for RSV infection, its effects on the respiratory system, and the immunological response to RSV following the COVID-19 epidemic. To better understand the associated mechanisms in the occurrence and progression of pediatric asthma, we thoroughly described how the RSV infection directly destroys the physical barrier of airway epithelial tissue, promotes inflammatory responses, enhances airway hyper-responsiveness, and ultimately causes the airway remodeling. More critically, extensive discussion was also conducted regarding the potential impact of RSV infection on host pulmonary immune response. CONCLUSION In conclusion, this study offers a comprehensive perspective to better understand how the RSV infection interacts in the control of the host's pulmonary immune system, causing recurrent wheezing and the development of asthma, and it sheds fresh light on potential avenues for pharmaceutical therapy in the future.
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Affiliation(s)
- Peipei Su
- Xi'an Medical University, Xi'an, 710068, Shaanxi, China
- Key Laboratory of Precision Medicine to Pediatric Diseases of Shaanxi Province, National Regional Children's Medical Centre (Northwest), Xi'an Key Laboratory of Children's Health and Diseases, Shaanxi Institute for Pediatric Diseases, Xi'an Children's Hospital, Affiliated Children's Hospital of Xi'an Jiaotong University, Xi'an, 710003, Shaanxi, China
| | - Congshan Jiang
- Key Laboratory of Precision Medicine to Pediatric Diseases of Shaanxi Province, National Regional Children's Medical Centre (Northwest), Xi'an Key Laboratory of Children's Health and Diseases, Shaanxi Institute for Pediatric Diseases, Xi'an Children's Hospital, Affiliated Children's Hospital of Xi'an Jiaotong University, Xi'an, 710003, Shaanxi, China
| | - Yanmin Zhang
- Key Laboratory of Precision Medicine to Pediatric Diseases of Shaanxi Province, National Regional Children's Medical Centre (Northwest), Xi'an Key Laboratory of Children's Health and Diseases, Shaanxi Institute for Pediatric Diseases, Xi'an Children's Hospital, Affiliated Children's Hospital of Xi'an Jiaotong University, Xi'an, 710003, Shaanxi, China.
- Department of Cardiology, Xi'an Children's Hospital, Affiliated Children's Hospital of Xi'an Jiaotong University, Xi'an, 710003, Shaanxi, China.
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Lesnova EI, Masalova OV, Permyakova KY, Demidova NA, Valuev-Elliston VT, Ivanov AV, Kushch AA. The adjuvant effect of polymuramil, a NOD1 and NOD2 agonist, differs when immunizing mice of different inbred lines with nonstructural hepatitis C virus (Flaviviridae: Hepacivirus)proteins and is synergistically enhanced in combination with pyrogenalum, a TLR4 agonist. Vopr Virusol 2023; 68:315-326. [PMID: 38156588 DOI: 10.36233/0507-4088-183] [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: 06/28/2023] [Indexed: 12/30/2023]
Abstract
INTRODUCTION Hepatitis C is a liver disease with high chronicity, the cause of cirrhosis and hepatocarcinoma. The main obstacle to controlling hepatitis C is the lack of vaccines. The aim of the work was to compare the immunogenic activity of nonstructural recombinant proteins NS3, NS4 and NS5B of hepatitis C virus (HCV) as components of a subunit candidate vaccine and to analyze the adjuvant properties of two available commercial drugs, polymuramil and pyrogenalum. MATERIALS AND METHODS BALB/c, DBA/2J and C57BL/6 mice were immunized with nonstructural proteins without adjuvants or with polymuramyl (NOD1 and NOD2 agonist) and pyrogenalum (TLR-4 agonist). The activity of antibodies was determined in ELISA, the cellular response - by antigen-specific lymphocyte proliferation and by production of IFN-γ in vitro. RESULTS Recombinant proteins showed different immunogenicity. NS4 induced antibodies more efficiently than NS3 and NS5B. Significant differences were found in the immune response of three inbred lines mice: the level of IFN-γ in BALB/c and DBA/2J mice induced by NS5B protein was 30 times higher than in C57Bl/6 mice. In contrast, the induction of antibodies in BALB/c mice was lower than in C57Bl/6 and DBA/2J. Polymuramil did not increase the humoral response to NS5B and enhanced the cellular response only in C57BL/6 mice. The combined use of polymuramil with pyrogenalum significantly increased both the humoral and cellular response of mice to all recombinant HCV proteins. CONCLUSION Different immunogenic properties and different functions of recombinant non-structural HCV proteins indicate the feasibility of their combined inclusion in subunit vaccines. It was established for the first time that immunization with HCV proteins with a complex adjuvant (polymuramyl + pyrogenalum) has a synergistic effect, significantly exceeding the effect of each of them separately.
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Affiliation(s)
- E I Lesnova
- Gamaleya NRC of Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | - O V Masalova
- Gamaleya NRC of Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | - K Y Permyakova
- Gamaleya NRC of Epidemiology and Microbiology, Ministry of Health of the Russian Federation
- Moscow State Academy of Veterinary Medicine and Biotechnology - MVA by K.I. Skryabin
| | - N A Demidova
- Gamaleya NRC of Epidemiology and Microbiology, Ministry of Health of the Russian Federation
| | | | - A V Ivanov
- Engelhardt Institute of Molecular Biology, Russian Academy of Sciences
| | - A A Kushch
- Gamaleya NRC of Epidemiology and Microbiology, Ministry of Health of the Russian Federation
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Mahish C, De S, Chatterjee S, Ghosh S, Keshry SS, Mukherjee T, Khamaru S, Tung KS, Subudhi BB, Chattopadhyay S, Chattopadhyay S. TLR4 is one of the receptors for Chikungunya virus envelope protein E2 and regulates virus induced pro-inflammatory responses in host macrophages. Front Immunol 2023; 14:1139808. [PMID: 37153546 PMCID: PMC10157217 DOI: 10.3389/fimmu.2023.1139808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 03/29/2023] [Indexed: 05/09/2023] Open
Abstract
Toll like receptor 4 (TLR4), a pathogen-associated molecular pattern (PAMP) receptor, is known to exert inflammation in various cases of microbial infection, cancer and autoimmune disorders. However, any such involvement of TLR4 in Chikungunya virus (CHIKV) infection is yet to be explored. Accordingly, the role of TLR4 was investigated towards CHIKV infection and modulation of host immune responses in the current study using mice macrophage cell line RAW264.7, primary macrophage cells of different origins and in vivo mice model. The findings suggest that TLR4 inhibition using TAK-242 (a specific pharmacological inhibitor) reduces viral copy number as well as reduces the CHIKV-E2 protein level significantly using p38 and JNK-MAPK pathways. Moreover, this led to reduced expression of macrophage activation markers like CD14, CD86, MHC-II and pro-inflammatory cytokines (TNF, IL-6, MCP-1) significantly in both the mouse primary macrophages and RAW264.7 cell line, in vitro. Additionally, TAK-242-directed TLR4 inhibition demonstrated a significant reduction of percent E2-positive cells, viral titre and TNF expression in hPBMC-derived macrophages, in vitro. These observations were further validated in TLR4-knockout (KO) RAW cells. Furthermore, the interaction between CHIKV-E2 and TLR4 was demonstrated by immuno-precipitation studies, in vitro and supported by molecular docking analysis, in silico. TLR4-dependent viral entry was further validated by an anti-TLR4 antibody-mediated blocking experiment. It was noticed that TLR4 is necessary for the early events of viral infection, especially during the attachment and entry stages. Interestingly, it was also observed that TLR4 is not involved in the post-entry stages of CHIKV infection in host macrophages. The administration of TAK-242 decreased CHIKV infection significantly by reducing disease manifestations, improving survivability (around 75%) and reducing inflammation in mice model. Collectively, for the first time, this study reports TLR4 as one of the novel receptors to facilitate the attachment and entry of CHIKV in host macrophages, the TLR4-CHIKV-E2 interactions are essential for efficient viral entry and modulation of infection-induced pro-inflammatory responses in host macrophages, which might have translational implication for designing future therapeutics to regulate the CHIKV infection.
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Affiliation(s)
- Chandan Mahish
- School of Biological Sciences, National Institute of Science Education and Research Bhubaneswar, Jatni, Odisha, India
- Homi Bhabha National Institute, Training School Complex, Anushaktinagar, Mumbai, Maharashtra, India
| | - Saikat De
- Institute of Life Sciences, Bhubaneswar, India
- Regional Centre for Biotechnology, Faridabad, India
| | - Sanchari Chatterjee
- Institute of Life Sciences, Bhubaneswar, India
- Regional Centre for Biotechnology, Faridabad, India
| | - Soumyajit Ghosh
- Institute of Life Sciences, Bhubaneswar, India
- Regional Centre for Biotechnology, Faridabad, India
| | - Supriya Suman Keshry
- Institute of Life Sciences, Bhubaneswar, India
- School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT) University, Bhubaneswar, India
| | - Tathagata Mukherjee
- School of Biological Sciences, National Institute of Science Education and Research Bhubaneswar, Jatni, Odisha, India
- Homi Bhabha National Institute, Training School Complex, Anushaktinagar, Mumbai, Maharashtra, India
| | - Somlata Khamaru
- School of Biological Sciences, National Institute of Science Education and Research Bhubaneswar, Jatni, Odisha, India
- Homi Bhabha National Institute, Training School Complex, Anushaktinagar, Mumbai, Maharashtra, India
| | - Kshyama Subhadarsini Tung
- School of Biological Sciences, National Institute of Science Education and Research Bhubaneswar, Jatni, Odisha, India
- Homi Bhabha National Institute, Training School Complex, Anushaktinagar, Mumbai, Maharashtra, India
| | - Bharat Bhusan Subudhi
- School of Pharmaceutical Sciences, Siksha O Anusandhan Deemed to be University, Bhubaneswar, Odisha, India
| | - Soma Chattopadhyay
- Institute of Life Sciences, Bhubaneswar, India
- *Correspondence: Subhasis Chattopadhyay, ; Soma Chattopadhyay,
| | - Subhasis Chattopadhyay
- School of Biological Sciences, National Institute of Science Education and Research Bhubaneswar, Jatni, Odisha, India
- Homi Bhabha National Institute, Training School Complex, Anushaktinagar, Mumbai, Maharashtra, India
- *Correspondence: Subhasis Chattopadhyay, ; Soma Chattopadhyay,
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Antiviral Activity against Respiratory Syncytial Virus of Polysaccharide from Jerusalem Artichoke (Helianthus tuberosus L.). BIOMED RESEARCH INTERNATIONAL 2022; 2022:1809879. [PMID: 36193325 PMCID: PMC9526606 DOI: 10.1155/2022/1809879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 09/02/2022] [Indexed: 11/17/2022]
Abstract
Jerusalem artichoke (Helianthus tuberosus L.) polysaccharide (JAP) is a chain polysaccharide composed of D-fructose connected by β (1-2) glycosidic bonds, which is a kind of inulin. This study evaluated the anti-respiratory syncytial virus (RSV) activity of JAP in vivo and in vitro. To investigate its antiviral activity, an MTT assay, q-PCR, enzyme-linked immunosorbent assay (ELISA), and lung histological observation were performed. The results showed that JAP showed anti-RSV activity in vitro with a half maximal inhibitory concentration (IC50) of approximately 29.15 μg/mL. In vivo results suggested that JAP could effectively inhibit RSV proliferation in the lungs and improve lung tissue lesions in RSV-infected mice. Additionally, JAP could also reduce the expression of TLR3 and TLR4 in the lungs, increase serum anti-inflammatory factors IL-4 levels, and reduce pro-inflammatory factors TNF-α and TNF-β levels, which may be related to its anti-RSV activity. This study provides a new approach to anti-RSV therapy and enriches the potential applications of JAP.
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Córdova-Dávalos LE, Hernández-Mercado A, Barrón-García CB, Rojas-Martínez A, Jiménez M, Salinas E, Cervantes-García D. Impact of genetic polymorphisms related to innate immune response on respiratory syncytial virus infection in children. Virus Genes 2022; 58:501-514. [PMID: 36085536 PMCID: PMC9462631 DOI: 10.1007/s11262-022-01932-6] [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: 03/25/2022] [Accepted: 08/30/2022] [Indexed: 11/24/2022]
Abstract
Respiratory syncytial virus (RSV) causes lower respiratory tract infections and bronchiolitis, mainly affecting children under 2 years of age and immunocompromised patients. Currently, there are no available vaccines or efficient pharmacological treatments against RSV. In recent years, tremendous efforts have been directed to understand the pathological mechanisms of the disease and generate a vaccine against RSV. Although RSV is highly infectious, not all the patients who get infected develop bronchiolitis and severe disease. Through various sequencing studies, single nucleotide polymorphisms (SNPs) have been discovered in diverse receptors, cytokines, and transcriptional regulators with crucial role in the activation of the innate immune response, which is implicated in the susceptibility to develop or protect from severe forms of the infection. In this review, we highlighted how variations in the key genes affect the development of innate immune response against RSV. This data would provide crucial information about the mechanisms of viral infection, and in the future, could help in generation of new strategies for vaccine development or generation of the pharmacological treatments.
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Affiliation(s)
- Laura Elena Córdova-Dávalos
- Laboratorio de Inmunología, Departamento de Microbiología, Universidad Autónoma de Aguascalientes, 20100, Aguascalientes, México
| | - Alicia Hernández-Mercado
- Laboratorio de Inmunología, Departamento de Microbiología, Universidad Autónoma de Aguascalientes, 20100, Aguascalientes, México
| | - Claudia Berenice Barrón-García
- Laboratorio de Inmunología, Departamento de Microbiología, Universidad Autónoma de Aguascalientes, 20100, Aguascalientes, México
| | - Augusto Rojas-Martínez
- Tecnológico de Monterrey, Escuela de Medicina y Ciencias de la Salud, Av. Morones Prieto 3000 Pte, Los Doctores, 64710, Monterrey, Nuevo León, México
| | - Mariela Jiménez
- Laboratorio de Inmunología, Departamento de Microbiología, Universidad Autónoma de Aguascalientes, 20100, Aguascalientes, México
| | - Eva Salinas
- Laboratorio de Inmunología, Departamento de Microbiología, Universidad Autónoma de Aguascalientes, 20100, Aguascalientes, México.
| | - Daniel Cervantes-García
- Laboratorio de Inmunología, Departamento de Microbiología, Universidad Autónoma de Aguascalientes, 20100, Aguascalientes, México. .,Consejo Nacional de Ciencia y Tecnología, 03940, Ciudad de México, México.
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He Y, Wang Z, Wei J, Yang Z, Ren L, Deng Y, Chen S, Zang N, Liu E. Exploring Key Genes and Mechanisms in Respiratory Syncytial Virus-Infected BALB/c Mice via Multi-Organ Expression Profiles. Front Cell Infect Microbiol 2022; 12:858305. [PMID: 35586251 PMCID: PMC9109604 DOI: 10.3389/fcimb.2022.858305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Accepted: 04/07/2022] [Indexed: 11/13/2022] Open
Abstract
Respiratory syncytial virus (RSV) a leading cause of pediatric and adult morbidity and mortality worldwide. It can cause complications in multiple organs, thus increasing hospital stays and costs. However, RSV-based studies have primarily focused on effects in the lungs and blood, thereby potentially neglecting critical genes and pathways. Hence, studying RSV infection via a novel multi-organ approach is important. In this study, lung, intestine, brain, and spleen tissues from six BALB/c mice (6–8 weeks old; three in control group and three in RSV-infected group) were subjected to RNA sequencing. Differentially expressed genes (DEGs) in each organ were obtained and functional enrichment analysis was performed. We first used CIBERSORT to evaluate the immune-infiltration landscape. Subsequently, common DEGs (co-DEGs) among the four organs were analyzed to identify key genes and pathways. After quantitative reverse transcription-polymerase chain reaction, western blotting, and external validation analysis of key hub genes, their correlation with immune cells and potential functions were explored. We found that the host response to RSV infection varied among the four organs regarding gene expression profiles and immune cell infiltration. Analysis of the 16 co-DEGs indicated enrichment in the platelet and neutrophil degranulation pathways. Importantly, the key gene hemopexin (Hpx) was strongly correlated with the immune cell fraction in the lungs and may participate in the regulation of platelet activation and immune response.
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Affiliation(s)
| | | | | | | | | | | | | | - Na Zang
- *Correspondence: Na Zang, ; Enmei Liu,
| | - Enmei Liu
- *Correspondence: Na Zang, ; Enmei Liu,
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Rayavara K, Kurosky A, Hosakote YM. Respiratory syncytial virus infection induces the release of transglutaminase 2 from human airway epithelial cells. Am J Physiol Lung Cell Mol Physiol 2022; 322:L1-L12. [PMID: 34704843 PMCID: PMC8721898 DOI: 10.1152/ajplung.00013.2021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
Respiratory syncytial virus (RSV) is an important human pathogen that causes severe lower respiratory tract infections in young children, the elderly, and the immunocompromised, yet no effective treatments or vaccines are available. The precise mechanism underlying RSV-induced acute airway disease and associated sequelae are not fully understood; however, early lung inflammatory and immune events are thought to play a major role in the outcome of the disease. Moreover, oxidative stress responses in the airways play a key role in the pathogenesis of RSV. Oxidative stress has been shown to elevate cytosolic calcium (Ca2+) levels, which in turn activate Ca2+-dependent enzymes, including transglutaminase 2 (TG2). Transglutaminase 2 is a multifunctional cross-linking enzyme implicated in various physiological and pathological conditions; however, its involvement in respiratory virus-induced airway inflammation is largely unknown. In this study, we demonstrated that RSV-induced oxidative stress promotes enhanced activation and release of TG2 from human lung epithelial cells as a result of its translocation from the cytoplasm and subsequent release into the extracellular space, which was mediated by Toll-like receptor (TLR)-4 and NF-κB pathways. Antioxidant treatment significantly inhibited RSV-induced TG2 extracellular release and activation via blocking viral replication. Also, treatment of RSV-infected lung epithelial cells with TG2 inhibitor significantly reduced RSV-induced matrix metalloprotease activities. These results suggested that RSV-induced oxidative stress activates innate immune receptors in the airways, such as TLRs, that can activate TG2 via the NF-κB pathway to promote cross-linking of extracellular matrix proteins, resulting in enhanced inflammation.
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Affiliation(s)
- Kempaiah Rayavara
- 1Department of Microbiology and Immunology, The University of Texas Medical Branch, Galveston, Texas
| | - Alexander Kurosky
- 2Department of Biochemistry and Molecular Biology, The University of Texas Medical Branch, Galveston, Texas
| | - Yashoda M. Hosakote
- 1Department of Microbiology and Immunology, The University of Texas Medical Branch, Galveston, Texas
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Li M, Qi Y, Wang G, Bu S, Chen M, Yu J, Luo T, Meng L, Dai A, Zhou Y, Liu S, Huo X. Proteomic profiling of saliva reveals association of complement system with primary Sjögren's syndrome. IMMUNITY INFLAMMATION AND DISEASE 2021; 9:1724-1739. [PMID: 34516718 PMCID: PMC8589410 DOI: 10.1002/iid3.529] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 08/31/2021] [Accepted: 09/01/2021] [Indexed: 02/06/2023]
Abstract
INTRODUCTION To compare the saliva proteomes of experimental Sjögren's syndrome (ESS) model mice and healthy controls to identify potential diagnostic biomarkers for primary Sjögren's syndrome (pSS). METHODS Proteins were extracted from the saliva of three ESS and three normal control mice using the data-independent acquisition technique. R language was used to identify the differentially expressed proteins (DEPs). Gene Ontology and Kyoto Encyclopedia of Genes and Genomes pathway analyses were performed to functionally annotate the DEPs. The protein-protein interaction (PPI) network was constructed and the core proteins were identified with the STRING website and Cytoscape software. The concentrations of Serpin family G member 1 (SERPING1), C3, complement factor H (CFH), fibrinogen alpha (FGA), and fibrinogen gamma (FGG) in saliva were determined by ELISA. RESULTS A total of 1722 DEPs were identified in the saliva of the ESS mice relative to the controls, of which 50 showed significantly different expression levels between the two groups. SERPING1, C3, CFH, FGA, and FGG were significantly downregulated, and keratin 4 (Krt4) and transglutaminase 3 (TGM3) were upregulated in the saliva of ESS mice. The PPI network showed that SERPING1, C3, FGG, FGA, TGM3, and hemopexin (HPX) were the core proteins. ELISA results showed that the expression of C3, CFH, FGA, and SERPING1 were significantly downregulated in the saliva of ESS mice. However, the expression of FGG was a little downregulated but with no significant difference. SERPING1, FGG, and FGA may downregulate the complement C3 by inhibiting immune complement system, thereby promoting pSS progression. CONCLUSIONS The salivary proteome of ESS mice was markedly different from that of healthy controls, suggesting that salivary proteomics is a promising noninvasive diagnostic tool for pSS. SERPING1, C3, CFH, FGA, and FGG are potential biomarkers of pSS.
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Affiliation(s)
- Mingde Li
- Experimental Center of Clinical Research, Scientific Research Department, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, Anhui, China.,Department of Anesthesiology, Second Clinical Medical College, Anhui Medical University, Hefei, Anhui, China
| | - Yajun Qi
- Department of Traditional Chinese Medicine, College of Acupuncture and Massage, Anhui University of traditional Chinese Medicine, Hefei, Anhui, China
| | - Guizhen Wang
- Department of Rheumatology, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China
| | - Su Bu
- Experimental Center of Clinical Research, Scientific Research Department, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, Anhui, China
| | - Ming Chen
- Department of Anesthesiology, Second Clinical Medical College, Anhui Medical University, Hefei, Anhui, China
| | - Jiahui Yu
- Department of Traditional Chinese Pharmacology, College of Pharmacy, Anhui Medical University, Hefei, Anhui, China
| | - Tianyang Luo
- Department of Anesthesiology, Second Clinical Medical College, Anhui Medical University, Hefei, Anhui, China
| | - Lulu Meng
- Experimental Center of Clinical Research, Scientific Research Department, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, Anhui, China
| | - Anran Dai
- Experimental Center of Clinical Research, Scientific Research Department, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, Anhui, China
| | - Yong Zhou
- Experimental Center of Clinical Research, Scientific Research Department, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, Anhui, China
| | - Shuai Liu
- Experimental Center of Clinical Research, Scientific Research Department, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, Anhui, China
| | - Xingxing Huo
- Experimental Center of Clinical Research, Scientific Research Department, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, Anhui, China
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Marquant Q, Laubreton D, Drajac C, Mathieu E, Bouguyon E, Noordine ML, Remot A, Riffault S, Thomas M, Descamps D. The microbiota plays a critical role in the reactivity of lung immune components to innate ligands. FASEB J 2021; 35:e21348. [PMID: 33715218 DOI: 10.1096/fj.202002338r] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 12/18/2020] [Accepted: 12/22/2020] [Indexed: 12/12/2022]
Abstract
The gut microbiota contributes to shaping efficient and safe immune defenses in the gut. However, little is known about the role of the gut and/or lung microbiota in the education of pulmonary innate immune responses. Here, we tested whether the endogenous microbiota in general can modulate the reactivity of pulmonary tissue to pathogen stimuli by comparing the response of specific-pathogen-free (SPF) and germ-free (GF) mice. Thus, we observed earlier and greater inflammation in the pulmonary compartment of GF mice than that of SPF mice after intranasal instillation to lipopolysaccharide (LPS), a component of Gram-negative bacteria. Toll-like receptor 4 (TLR4) was more abundantly expressed in the lungs of GF mice than those of SPF mice at steady state, which could predispose the innate immunity of GF mice to strongly react to the environmental stimuli. Lung explants were stimulated with different TLR agonists or infected with the human airways pathogen, respiratory syncytial virus (RSV), resulting in greater inflammation under almost all conditions for the GF explants. Finally, alveolar macrophages (AM) from GF mice presented a higher innate immune response upon RSV infection than those of SPF mice. Overall, these data suggest that the presence of microbiota in SPF mice induced a process of innate immune tolerance in the lungs by a mechanism which remains to be elucidated. Our study represents a step forward to establishing the link between the microbiota and the immune reactivity of the lungs.
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Affiliation(s)
- Quentin Marquant
- Université Paris-Saclay, INRAE, UVSQ, VIM, Jouy-en-Josas, France
| | - Daphné Laubreton
- Université Paris-Saclay, INRAE, UVSQ, VIM, Jouy-en-Josas, France
| | - Carole Drajac
- Université Paris-Saclay, INRAE, UVSQ, VIM, Jouy-en-Josas, France
| | - Elliot Mathieu
- Université Paris-Saclay, INRAE, Micalis, Jouy-en-Josas, France
| | - Edwige Bouguyon
- Université Paris-Saclay, INRAE, UVSQ, VIM, Jouy-en-Josas, France
| | | | - Aude Remot
- Université de Tours, INRAE, ISP, Tours, France
| | - Sabine Riffault
- Université Paris-Saclay, INRAE, UVSQ, VIM, Jouy-en-Josas, France
| | - Muriel Thomas
- Université Paris-Saclay, INRAE, Micalis, Jouy-en-Josas, France
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Zinter MS, Lindemans CA, Versluys BA, Mayday MY, Sunshine S, Reyes G, Sirota M, Sapru A, Matthay MA, Kharbanda S, Dvorak CC, Boelens JJ, DeRisi JL. The pulmonary metatranscriptome prior to pediatric HCT identifies post-HCT lung injury. Blood 2021; 137:1679-1689. [PMID: 33512420 PMCID: PMC7995292 DOI: 10.1182/blood.2020009246] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 12/15/2020] [Indexed: 02/07/2023] Open
Abstract
Lung injury after pediatric allogeneic hematopoietic cell transplantation (HCT) is a common and disastrous complication that threatens long-term survival. To develop strategies to prevent lung injury, novel tools are needed to comprehensively assess lung health in HCT candidates. Therefore, this study analyzed biospecimens from 181 pediatric HCT candidates who underwent routine pre-HCT bronchoalveolar lavage (BAL) at the University Medical Center Utrecht between 2005 and 2016. BAL fluid underwent metatranscriptomic sequencing of microbial and human RNA, and unsupervised clustering and generalized linear models were used to associate microbiome gene expression data with the development of post-HCT lung injury. Microbe-gene correlations were validated using a geographically distinct cohort of 18 pediatric HCT candidates. The cumulative incidence of post-HCT lung injury varied significantly according to 4 pre-HCT pulmonary metatranscriptome clusters, with the highest incidence observed in children with pre-HCT viral enrichment and innate immune activation, as well as in children with profound microbial depletion and concomitant natural killer/T-cell activation (P < .001). In contrast, children with pre-HCT pulmonary metatranscriptomes containing diverse oropharyngeal taxa and lacking inflammation rarely developed post-HCT lung injury. In addition, activation of epithelial-epidermal differentiation, mucus production, and cellular adhesion were associated with fatal post-HCT lung injury. In a separate validation cohort, associations among pulmonary respiratory viral load, oropharyngeal taxa, and pulmonary gene expression were recapitulated; the association with post-HCT lung injury needs to be validated in an independent cohort. This analysis suggests that assessment of the pre-HCT BAL fluid may identify high-risk pediatric HCT candidates who may benefit from pathobiology-targeted interventions.
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Affiliation(s)
- Matt S Zinter
- Division of Critical Care Medicine and
- Division of Allergy, Immunology, and Bone Marrow Transplantation, Department of Pediatrics, School of Medicine, University of California, San Francisco, CA
| | - Caroline A Lindemans
- Department of Pediatric Stem Cell Transplantation, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Hematopoietic Cell Transplantation, Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Birgitta A Versluys
- Department of Pediatric Stem Cell Transplantation, University Medical Center Utrecht, Utrecht, The Netherlands
- Department of Hematopoietic Cell Transplantation, Princess Maxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Madeline Y Mayday
- Graduate Program in Experimental Pathology, and Yale Stem Cell Center, Department of Pathology, Yale University, New Haven, CT
| | - Sara Sunshine
- Department of Biochemistry and Biophysics, School of Medicine
| | | | - Marina Sirota
- Bakar Computational Health Sciences Institute, and
- Department of Pediatrics, School of Medicine, University of California, San Francisco, CA
| | - Anil Sapru
- Division of Critical Care Medicine, Department of Pediatrics, School of Medicine, University of California, Los Angeles, CA
| | - Michael A Matthay
- Department of Medicine and
- Department of Anesthesiology, Cardiovascular Research Institute, School of Medicine, University of California, San Francisco, CA
| | - Sandhya Kharbanda
- Division of Allergy, Immunology, and Bone Marrow Transplantation, Department of Pediatrics, School of Medicine, University of California, San Francisco, CA
| | - Christopher C Dvorak
- Division of Allergy, Immunology, and Bone Marrow Transplantation, Department of Pediatrics, School of Medicine, University of California, San Francisco, CA
| | - Jaap J Boelens
- Department of Pediatric Stem Cell Transplantation and Cellular Therapies, Memorial Sloan Kettering Cancer Center, New York, NY; and
| | - Joseph L DeRisi
- Department of Biochemistry and Biophysics, School of Medicine
- Chan Zuckerberg Biohub, San Francisco, CA
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