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Queiroz MAF, de Oliveira AQT, Moura TCF, Brito WRDS, Santana EGM, de Lima LLP, Lopes FT, Bichara CDA, Amoras EDSG, Ishak R, Vallinoto IMVC, Vallinoto ACR. The Expression Levels of TREX1 and IFN-α Are Associated with Immune Reconstitution in HIV-1-Infected Individuals. Viruses 2024; 16:499. [PMID: 38675842 PMCID: PMC11054413 DOI: 10.3390/v16040499] [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: 02/14/2024] [Revised: 03/21/2024] [Accepted: 03/22/2024] [Indexed: 04/28/2024] Open
Abstract
TREX1 acts in the initial prevention of an autoimmune response, but it may contribute to the permissiveness of retrovirus infections. This study investigated the association between the levels of TREX1 gene expression with the polymorphisms TREX1 rs3135941 (T/C) and TREX1 rs3135945 (G/A), and the presence of antinuclear antibodies (ANA) in antiretroviral therapy (ART)-naïve individuals and after 1 year of treatment. Blood samples from 119 individuals with HIV-1 were subjected to genotyping of polymorphisms and quantification of TREX1 gene expression and HIV-1 viral load by qPCR. The concentration of IFN-α and the number of CD4+/CD8+ T lymphocytes were determined by ELISA and flow cytometry, respectively; ANA was investigated by immunofluorescence. A control group of 167 seronegative individuals was used for the comparison of genotypic frequencies. The frequency of the polymorphisms were not associated with HIV infection or with variations in the expression of TREX1 and IFN-α (p > 0.05). ART-naïve individuals exhibited higher TREX1 expression and lower IFN-α expression. After 1 year of ART, TREX1 levels were reduced, while IFN-α and CD4+ T lymphocytes were elevated (p < 0.05). Some individuals on ART presented ANA. These results suggest that ART-mediated restoration of immune competence is associated with a reduction in TREX1 expression, which may induce the development of ANA, regardless of the polymorphism investigated.
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Affiliation(s)
- Maria Alice Freitas Queiroz
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66.075-110, PA, Brazil
| | - Allysson Quintino Tenório de Oliveira
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66.075-110, PA, Brazil
| | - Tuane Carolina Ferreira Moura
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66.075-110, PA, Brazil
| | - Wandrey Roberto dos Santos Brito
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66.075-110, PA, Brazil
| | - Emmanuelle Giuliana Mendes Santana
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
| | - Lorena Leticia Peixoto de Lima
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
| | - Felipe Teixeira Lopes
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66.075-110, PA, Brazil
| | - Carlos David Araújo Bichara
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
| | - Ednelza da Silva Graça Amoras
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
| | - Ricardo Ishak
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
| | - Izaura Maria Vieira Cayres Vallinoto
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
| | - Antonio Carlos Rosário Vallinoto
- Laboratory of Virology, Institute of Biological Sciences, Federal University of Pará, Belém 66.075-110, PA, Brazil; (A.Q.T.d.O.); (T.C.F.M.); (W.R.d.S.B.); (E.G.M.S.); (L.L.P.d.L.); (F.T.L.); (C.D.A.B.); (E.d.S.G.A.); (R.I.); (I.M.V.C.V.); (A.C.R.V.)
- Graduate Program in Biology of Infectious and Parasitic Agents, Federal University of Pará, Belém 66.075-110, PA, Brazil
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d’Ettorre G. Meet Our Editorial Board Member. Curr HIV Res 2021. [DOI: 10.2174/1570162x1902210127093321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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d’Ettorre G, Recchia G, Ridolfi M, Siccardi G, Pinacchio C, Innocenti GP, Santinelli L, Frasca F, Bitossi C, Ceccarelli G, Borrazzo C, Antonelli G, Scagnolari C, Mastroianni CM. Analysis of type I IFN response and T cell activation in severe COVID-19/HIV-1 coinfection: A case report. Medicine (Baltimore) 2020; 99:e21803. [PMID: 32899009 PMCID: PMC7478511 DOI: 10.1097/md.0000000000021803] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
RATIONALE Complex immune dysregulation in interferon (IFN) and T cell response has been observed in human immunodeficiency virus (HIV-1)-infected patients as well as in coronavirus disease-2019 (COVID-19) patients. However, severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2)/HIV-1 coinfection has been described in only few cases worldwide and no data are available on immunological outcomes in HIV-1-patients infected with SARS-CoV-2. Hence, this study aims to compare type I IFN response and T cell activation levels between a SARS-CoV-2/HIV-1-coinfected female patient and age-matched HIV-1-positive or uninfected women. PATIENT CONCERNS A 52-year-old woman diagnosed with SARS-CoV-2/HIV-1 coinfection, ten HIV-1-positive women and five age-matched-healthy individuals were enrolled in this study. DIAGNOSES SARS-CoV-2 infection caused severe pneumonia in the second week of illness in HIV-1-positive patient under protease inhibitors. Chest high-resolution computed tomography images of the SARS-CoV-2/HIV-1-coinfected patient showed bilateral ground-glass opacities. INTERVENTIONS SARS-CoV-2/HIV-1-coinfected female patient under darunavir/cobicistat regimen received a 7-days hydroxychloroquine therapy. Analysis of IFNα/β mRNA levels and CD4 and CD8 T cell (CD38, human leukocyte antigen-DR [HLA-DR], CD38 HLA-DR) frequencies were performed by RT/real-time PCR assays and flow cytometry, respectively. Median relative difference (MRD) was calculated for each immunological variable. For values greater than reference, MRD should be a positive number and for values that are smaller, MRD should be negative. OUTCOMES The severe pneumonia observed in SARS-CoV-2/HIV-1-positive patient under protease inhibitors was reversed by a 7-days hydroxychloroquine therapy. At the end of treatment, on day 7, patient reported resolution of fever, normalization of respiratory rate (14 breaths/min), and improved oxygen arterial pressure with a FiO2 of 30%. MRD values for IFNα/β and CD4 and CD8 T cells expressing CD38 and/or HLA-DR found in SARS-CoV-2-/HIV-1-coinfected woman were approximatively equal to 0 when refereed respectively to HIV-1-positive female patients [MRDs IFNα/β: median -0.2545 (range: -0.5/0.1); T cells: median -0.11 (range: -0.8/1.3)] and ≥ 6 when referred to healthy individuals [MRDs IFNα/β: median 28.45 (range: 15/41.9); T cells: median 10 (range 6/22)]. LESSONS These results indicate that SARS-CoV-2 infection in HIV-1-positive female patient was associated with increased levels of IFNα/β-mRNAs and T cell activation compared to healthy individuals.
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Affiliation(s)
- Gabriella d’Ettorre
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
| | - Gregorio Recchia
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
| | - Marco Ridolfi
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
| | - Guido Siccardi
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
| | - Claudia Pinacchio
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
| | - Giuseppe Pietro Innocenti
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
| | - Letizia Santinelli
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
| | - Federica Frasca
- Laboratory of Virology, Department of Molecular Medicine, affiliated to Istituto Pasteur Italia - Cenci Bolognetti Foundation, Sapienza University
| | - Camilla Bitossi
- Laboratory of Virology, Department of Molecular Medicine, affiliated to Istituto Pasteur Italia - Cenci Bolognetti Foundation, Sapienza University
| | - Giancarlo Ceccarelli
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
| | - Cristian Borrazzo
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
| | - Guido Antonelli
- Laboratory of Virology, Department of Molecular Medicine, affiliated to Istituto Pasteur Italia - Cenci Bolognetti Foundation, Sapienza University
- Microbiology and Virology Unit, Hospital “Policlinico Umberto I”, Sapienza University, Rome, Italy
| | - Carolina Scagnolari
- Laboratory of Virology, Department of Molecular Medicine, affiliated to Istituto Pasteur Italia - Cenci Bolognetti Foundation, Sapienza University
| | - Claudio Maria Mastroianni
- Department of Public Health and Infectious Diseases, Sapienza University of Rome, Viale del Policlinico 155
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High abundance of genus Prevotella is associated with dysregulation of IFN-I and T cell response in HIV-1-infected patients. AIDS 2020; 34:1467-1473. [PMID: 32675560 DOI: 10.1097/qad.0000000000002574] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE HIV-1-associated dysbiosis is most commonly characterized by overall decreased diversity, with abundance of the genus Prevotella, recently related to inflammatory responses. DESIGN A pilot study including 10 antiretroviral therapy-treated HIV-1-infected men and 50 uninfected controls was performed to identify the main gut dysbiosis determinants (e.g. Prevotella enrichment), that may affect mucosal antiviral defenses and T cell immunity in HIV-1-infected individuals. METHODS 16rRNA gene sequencing was applied to the HIV-1-infected individuals' fecal microbiota and compared with controls. Measurements of CD4 and CD8 T cell activation [CD38, human leukocyte antigen (HLA)-DR, CD38 HLA-DR] and frequencies of Th17, obtained from lamina propria lymphocytes isolated from five different intestinal sites, were performed by flow cytometry. IFNβ, IFNAR1 and MxA gene expression level was evaluated by real-time PCR in lamina propria lymphocytes. Nonparametric t tests were used for statistical analysis. RESULTS HIV-1-infected men had a significant fecal microbial communities' imbalance, including different levels of genera Faecalibacterium, Prevotella, Alistipes and Bacteroides, compared with controls. Notably, Prevotella abundance positively correlated with frequencies of CD4 T cells expressing CD38 or HLA-DR and coexpressing CD38 and HLA-DR (P < 0.05 for all these measures). The same trend was observed for the activated CD8 T cells. Moreover, Prevotella levels were inversely correlated with IFN-I genes (P < 0.05 for IFNβ, IFNAR1 and MxA genes) and the frequencies of Th17 cells (P < 0.05). By contrast, no statistically significant correlations were observed for the remaining bacterial genera. CONCLUSION Our findings suggest that Prevotella enrichment might affect gut mucosal IFN-I pathways and T cell response in HIV-1-infected patients, thus contributing to immune dysfunction.
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Scagnolari C, Bitossi C, Frasca F, Viscido A, Brazzini G, Trancassini M, Pietropaolo V, Midulla F, Cimino G, Palange P, Pierangeli A, Antonelli G. Differential toll like receptor expression in cystic fibrosis patients' airways during rhinovirus infection. J Infect 2020; 81:726-735. [PMID: 32712204 DOI: 10.1016/j.jinf.2020.07.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Revised: 03/27/2020] [Accepted: 07/06/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVES Since an inappropriate and sustained activation of TLRs may contribute to a chronic inflammatory response resulting in detrimental effects in cystic fibrosis (CF) patients, we sought to examine whether HRV infection might alter the respiratory expression of TLRs according to the microbiological status of CF patients. METHODS Respiratory samples were collected from the respiratory tract of CF patients (n = 294) over a period of 12 months. In addition to the usual microbiological investigation, HRV-RNA detection and typing were performed by RT-PCR and sequencing. HRV viral load and TLRs levels were measured by RT-Real Time PCR. RESULTS HRV-RNA was detected in 80 out of 515 respiratory samples (15.5%) with a similar rate in all age groups (0-10 years, 11-24 years, ≥ 25 years). Patients infected with different HRV A, B and C species exhibited higher levels of TLR2, TLR4 and TLR8 as compared to HRV negative patients. Moreover, the expression level of TLR2, TLR4 and TLR8 correlated with high level of HRV viral load. HRV positive patients co-colonized by Staphylococcus aureus or Pseudomonas aeruginosa showed also enhanced amounts of TLR2 and TLR2/4-mRNAs expression respectively. In the case of presence of both bacteria, TLR2, TLR4, TLR8 and TLR9 levels are elevated in positive HRV patients. CONCLUSIONS TLRs, especially TLR2 and TLR4, increased in HRV positive CF individuals and varies according to the presence of S. aureus, P. aeruginosa and both bacteria.
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Affiliation(s)
- Carolina Scagnolari
- Virology Laboratory, Department of Molecular Medicine, Affiliated to Pasteur Institute Italy, Cenci Bolognetti Foundation, Sapienza University, Viale di Porta Tiburtina, 28, 00185 Rome, Italy.
| | - Camilla Bitossi
- Virology Laboratory, Department of Molecular Medicine, Affiliated to Pasteur Institute Italy, Cenci Bolognetti Foundation, Sapienza University, Viale di Porta Tiburtina, 28, 00185 Rome, Italy
| | - Federica Frasca
- Virology Laboratory, Department of Molecular Medicine, Affiliated to Pasteur Institute Italy, Cenci Bolognetti Foundation, Sapienza University, Viale di Porta Tiburtina, 28, 00185 Rome, Italy
| | - Agnese Viscido
- Virology Laboratory, Department of Molecular Medicine, Affiliated to Pasteur Institute Italy, Cenci Bolognetti Foundation, Sapienza University, Viale di Porta Tiburtina, 28, 00185 Rome, Italy
| | - Gabriele Brazzini
- Virology Laboratory, Department of Molecular Medicine, Affiliated to Pasteur Institute Italy, Cenci Bolognetti Foundation, Sapienza University, Viale di Porta Tiburtina, 28, 00185 Rome, Italy
| | - Maria Trancassini
- Department of Public Health and Infectious Diseases, Sapienza University, Piazzale Aldo Moro, 5, 00185 Rome, Italy
| | - Valeria Pietropaolo
- Department of Public Health and Infectious Diseases, Sapienza University, Piazzale Aldo Moro, 5, 00185 Rome, Italy
| | - Fabio Midulla
- Department of Pediatrics, Policlinico Umberto I University Hospital, Sapienza University, Viale del Policlinico, 155, 00161 Rome, Italy
| | - Giuseppe Cimino
- Lazio Reference Center for Cystic Fibrosis, Policlinico Umberto I University Hospital, Sapienza University, Viale del Policlinico, 155, 00161 Rome, Italy
| | - Paolo Palange
- Department of Public Health and Infectious Diseases, Sapienza University, Piazzale Aldo Moro, 5, 00185 Rome, Italy
| | - Alessandra Pierangeli
- Virology Laboratory, Department of Molecular Medicine, Affiliated to Pasteur Institute Italy, Cenci Bolognetti Foundation, Sapienza University, Viale di Porta Tiburtina, 28, 00185 Rome, Italy
| | - Guido Antonelli
- Virology Laboratory, Department of Molecular Medicine, Affiliated to Pasteur Institute Italy, Cenci Bolognetti Foundation, Sapienza University, Viale di Porta Tiburtina, 28, 00185 Rome, Italy
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Guo L, Liu J, Zhang Y, Fu S, Qiu Y, Ye C, Liu Y, Wu Z, Hou Y, Hu CAA. The Effect of Baicalin on the Expression Profiles of Long Non-Coding RNAs and mRNAs in Porcine Aortic Vascular Endothelial Cells Infected with Haemophilus parasuis. DNA Cell Biol 2020; 39:801-815. [PMID: 32096672 DOI: 10.1089/dna.2019.5340] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Haemophilus parasuis can elicit serious inflammatory responses, which contribute to huge economic losses to the swine industry. However, the pathogenic mechanisms underlying inflammation-related damage induced by H. parasuis remain unclear. Accumulating evidence indicates that long non-coding RNAs (lncRNAs) have important functions in the regulation of autoimmune disorders. Baicalin has been shown to have anti-inflammatory, anti-microbial, and anti-oxidant activities. In this study, we investigated whether lncRNAs were involved in the vascular injury or inflammation triggered by H. parasuis and whether baicalin regulated the lncRNA profiles of porcine aortic vascular endothelial cells (PAVECs) infected with H. parasuis. The results showed that the lncRNA and mRNA expression profiles of PAVECs were changed by H. parasuis. Important functions of lncRNAs and mRNAs were predicted. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses demonstrated that the targets of differentially expressed lncRNAs of H. parasuis infected PAVECs were mainly involved in the tumor necrosis factor (TNF) signaling pathway, apoptosis, and N-glycan biosynthesis; whereas nicotinate and nicotinamide metabolism, the cytosolic DNA-sensing pathway, the TNF signaling pathway, and the nuclear factor (NF)-kappa B signaling pathway were enriched in PAVECs pretreated with baicalin. In addition, top hub genes and lncRNAs were identified and validated by quantitative polymerase chain reaction. CCL5, GBP1, and SAMHD1 were significantly upregulated after H. parasuis infection, whereas they were significantly downregulated with baicalin pretreatment. LncRNA ALDBSSCT0000001677, ALDBSSCT0000001353, MSTRG.10724.2, and ALDBSSCT0000010434 had the same expression pattern. Collectively, these data suggested that baicalin could modify changes to the lncRNAs profiles or regulate lncRNAs that participate in inflammation-related signaling pathways, thereby alleviating tissue damage or inflammatory responses induced by H. parasuis. To our best knowledge, this is the first article of H. parasuis stimulating changes to the lncRNA profiles of PAVECs and the capability of baicalin to regulate lncRNA changes in PAVECs infected with H. parasuis, which might provide a novel therapeutic target for the control of H. parasuis infection.
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Affiliation(s)
- Ling Guo
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Hubei Collaborative Innovation Center for Animal Nutrition and Feed Safety, Wuhan, P.R. China
| | - Jun Liu
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Hubei Collaborative Innovation Center for Animal Nutrition and Feed Safety, Wuhan, P.R. China
| | - Yunfei Zhang
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Hubei Collaborative Innovation Center for Animal Nutrition and Feed Safety, Wuhan, P.R. China
| | - Shulin Fu
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Hubei Collaborative Innovation Center for Animal Nutrition and Feed Safety, Wuhan, P.R. China
| | - Yinsheng Qiu
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Hubei Collaborative Innovation Center for Animal Nutrition and Feed Safety, Wuhan, P.R. China
| | - Chun Ye
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Hubei Collaborative Innovation Center for Animal Nutrition and Feed Safety, Wuhan, P.R. China
| | - Yu Liu
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Hubei Collaborative Innovation Center for Animal Nutrition and Feed Safety, Wuhan, P.R. China
| | - Zhongyuan Wu
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Hubei Collaborative Innovation Center for Animal Nutrition and Feed Safety, Wuhan, P.R. China
| | - Yongqing Hou
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Hubei Collaborative Innovation Center for Animal Nutrition and Feed Safety, Wuhan, P.R. China
| | - Chien-An Andy Hu
- Hubei Key Laboratory of Animal Nutrition and Feed Science, School of Animal Science and Nutritional Engineering, Wuhan Polytechnic University, Wuhan, P.R. China.,Biochemistry and Molecular Biology, University of New Mexico School of Medicine, Albuquerque, New Mexico, USA
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