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Fritsch H, Giovanetti M, Clemente LG, da Rocha Fernandes G, Fonseca V, de Lima MM, Falcão M, de Jesus N, de Cerqueira EM, Venâncio da Cunha R, de Oliveira Francisco MVL, de Siqueira IC, de Oliveira C, Xavier J, Ferreira JGG, Queiroz FR, Smith E, Tisoncik-Go J, Van Voorhis WC, Rabinowitz PM, Wasserheit JN, Gale M, de Filippis AMB, Alcantara LCJ. Unraveling the Complexity of Chikungunya Virus Infection Immunological and Genetic Insights in Acute and Chronic Patients. Genes (Basel) 2024; 15:1365. [PMID: 39596565 PMCID: PMC11593632 DOI: 10.3390/genes15111365] [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: 10/01/2024] [Revised: 10/17/2024] [Accepted: 10/21/2024] [Indexed: 11/28/2024] Open
Abstract
Background: The chikungunya virus (CHIKV), transmitted by infected Aedes mosquitoes, has caused a significant number of infections worldwide. In Brazil, the emergence of the CHIKV-ECSA genotype in 2014 posed a major public health challenge due to its association with more severe symptoms. Objectives/Methods: This study aimed to shed new light on the host immune response by examining the whole-blood transcriptomic profile of both CHIKV-acute and chronically infected individuals from Feira de Santana, Bahia, Brazil, a region heavily affected by CHIKV, Dengue, and Zika virus epidemics. Results: Our data reveal complex symptomatology characterized by arthralgia and post-chikungunya neuropathy in individuals with chronic sequelae, particularly affecting women living in socially vulnerable situations. Analysis of gene modules suggests heightened metabolic processes, represented by an increase in NADH, COX5A, COA3, CYC1, and cap methylation in patients with acute disease. In contrast, individuals with chronic manifestations exhibit a distinct pattern of histone methylation, probably mediated by NCOA3 in the coactivation of different nuclear receptors, KMT2 genes, KDM3B and TET2, and with alterations in the immunological response, majorly led by IL-17RA, IL-6R, and STAT3 Th17 genes. Conclusion: Our results emphasize the complexity of CHIKV disease progression, demonstrating the heterogeneous gene expression and symptomatologic scenario across both acute and chronic phases. Moreover, the identification of specific gene modules associated with viral pathogenesis provides critical insights into the molecular mechanisms underlying these distinct clinical manifestations.
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Affiliation(s)
- Hegger Fritsch
- Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (H.F.); (J.X.)
- Institut National de la Santé et de la Recherche Médicale, U1259—MAVIVHe, Université de Tours, 37032 Tours, France
| | - Marta Giovanetti
- Department of Science and Technologies for Sustainable Development and One Health, Università Campus Bio-Medico di Roma, 00128 Rome, Italy;
- Instituto René Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, Brazil;
- Climate Amplified Diseases and Epidemics (CLIMADE)—CLIMADE Americas, Belo Horizonte 30190-002, Brazil
| | - Luan Gaspar Clemente
- Escola Superior de Agricultura Luiz de Queiroz, Departamento de Zootecnia, Universidade de São Paulo, Piracicaba 13418-900, Brazil;
| | | | - Vagner Fonseca
- Departamento de Ciências Exatas e da Terra, Universidade Estadual da Bahia, Salvador 41150-000, Brazil;
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch 7600, South Africa
| | - Maricelia Maia de Lima
- Departamento de Saúde, Universidade Estadual de Feira de Santana, Feira de Santana 44036-900, Brazil; (M.M.d.L.); (E.M.d.C.)
- Secretaria de Municipal de Saúde de Feira de Santana, Divisão de Vigilância Epidemiológica, Feira de Santana 44027-010, Brazil; (M.F.); (N.d.J.)
| | - Melissa Falcão
- Secretaria de Municipal de Saúde de Feira de Santana, Divisão de Vigilância Epidemiológica, Feira de Santana 44027-010, Brazil; (M.F.); (N.d.J.)
| | - Neuza de Jesus
- Secretaria de Municipal de Saúde de Feira de Santana, Divisão de Vigilância Epidemiológica, Feira de Santana 44027-010, Brazil; (M.F.); (N.d.J.)
| | - Erenilde Marques de Cerqueira
- Departamento de Saúde, Universidade Estadual de Feira de Santana, Feira de Santana 44036-900, Brazil; (M.M.d.L.); (E.M.d.C.)
| | | | | | | | - Carla de Oliveira
- Laboratório de Arbovírus e Vírus Hemorrágicos, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-360, Brazil;
| | - Joilson Xavier
- Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (H.F.); (J.X.)
| | - Jorge Gomes Goulart Ferreira
- Núcleo de Ensino, Pesquisa e Inovação, Instituto Mário Penna, Belo Horizonte 30380-420, Brazil; (J.G.G.F.); (F.R.Q.)
| | - Fábio Ribeiro Queiroz
- Núcleo de Ensino, Pesquisa e Inovação, Instituto Mário Penna, Belo Horizonte 30380-420, Brazil; (J.G.G.F.); (F.R.Q.)
| | - Elise Smith
- Department of Immunology, University of Washington, Seattle, WA 98109, USA; (E.S.); (J.T.-G.); (M.G.J.)
| | - Jennifer Tisoncik-Go
- Department of Immunology, University of Washington, Seattle, WA 98109, USA; (E.S.); (J.T.-G.); (M.G.J.)
| | | | - Peter M. Rabinowitz
- Departments of Environmental and Occupational Health Sciences, University of Washington, Seattle, WA 98195, USA;
| | | | - Michael Gale
- Department of Immunology, University of Washington, Seattle, WA 98109, USA; (E.S.); (J.T.-G.); (M.G.J.)
| | - Ana Maria Bispo de Filippis
- Laboratório de Arbovírus e Vírus Hemorrágicos, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-360, Brazil;
| | - Luiz Carlos Junior Alcantara
- Instituto René Rachou, Fundação Oswaldo Cruz, Belo Horizonte 30190-002, Brazil;
- Climate Amplified Diseases and Epidemics (CLIMADE)—CLIMADE Americas, Belo Horizonte 30190-002, Brazil
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Ricke DO, Ng D, Michaleas A, Fremont-Smith P. Omics Analysis and Quality Control Pipelines in a High-Performance Computing Environment. OMICS : A JOURNAL OF INTEGRATIVE BIOLOGY 2023; 27:519-525. [PMID: 37943668 DOI: 10.1089/omi.2023.0078] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Data quality is often an overlooked feature in the analysis of omics data. This is particularly relevant in studies of chemical and pathogen exposures that can modify an individual's epigenome and transcriptome with persistence over time. Portable, quality control (QC) pipelines for multiple different omics datasets are therefore needed. To meet these goals, portable quality assurance (QA) metrics, metric acceptability criterion, and pipelines to compute these metrics were developed and consolidated into one framework for 12 different omics assays. Performance of these QA metrics and pipelines were evaluated on human data generated by the Defense Advanced Research Projects Agency (DARPA) Epigenetic CHaracterization and Observation (ECHO) program. Twelve analytical pipelines were developed leveraging standard tools when possible. These QC pipelines were containerized using Singularity to ensure portability and scalability. Datasets for these 12 omics assays were analyzed and results were summarized. The quality thresholds and metrics used were described. We found that these pipelines enabled early identification of lower quality datasets, datasets with insufficient reads for additional sequencing, and experimental protocols needing refinements. These omics data analysis and QC pipelines are available as open-source resources as reported and discussed in this article for the omics and life sciences communities.
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Affiliation(s)
- Darrell O Ricke
- Massachusetts Institute of Technology Lincoln Laboratory, Lexington, Massachusetts, USA
| | - Derek Ng
- Massachusetts Institute of Technology Lincoln Laboratory, Lexington, Massachusetts, USA
| | - Adam Michaleas
- Massachusetts Institute of Technology Lincoln Laboratory, Lexington, Massachusetts, USA
| | - Philip Fremont-Smith
- Massachusetts Institute of Technology Lincoln Laboratory, Lexington, Massachusetts, USA
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3
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García-Crespo C, Francisco-Recuero I, Gallego I, Camblor-Murube M, Soria ME, López-López A, de Ávila AI, Madejón A, García-Samaniego J, Domingo E, Sánchez-Pacheco A, Perales C. Hepatitis C virus fitness can influence the extent of infection-mediated epigenetic modifications in the host cells. Front Cell Infect Microbiol 2023; 13:1057082. [PMID: 36992689 PMCID: PMC10040758 DOI: 10.3389/fcimb.2023.1057082] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 02/28/2023] [Indexed: 03/14/2023] Open
Abstract
IntroductionCellular epigenetic modifications occur in the course of viral infections. We previously documented that hepatitis C virus (HCV) infection of human hepatoma Huh-7.5 cells results in a core protein-mediated decrease of Aurora kinase B (AURKB) activity and phosphorylation of Serine 10 in histone H3 (H3Ser10ph) levels, with an affectation of inflammatory pathways. The possible role of HCV fitness in infection-derived cellular epigenetic modifications is not known.MethodsHere we approach this question using HCV populations that display a 2.3-fold increase in general fitness (infectious progeny production), and up to 45-fold increase of the exponential phase of intracellular viral growth rate, relative to the parental HCV population.ResultsWe show that infection resulted in a HCV fitness-dependent, average decrease of the levels of H3Ser10ph, AURKB, and histone H4 tri-methylated at Lysine 20 (H4K20m3) in the infected cell population. Remarkably, the decrease of H4K20m3, which is a hallmark of cellular transformation, was significant upon infection with high fitness HCV but not upon infection with basal fitness virus.DiscussionHere we propose two mechanisms ─which are not mutually exclusive─ to explain the effect of high viral fitness: an early advance in the number of infected cells, or larger number of replicating RNA molecules per cell. The implications of introducing HCV fitness as an influence in virus-host interactions, and for the course of liver disease, are warranted. Emphasis is made in the possibility that HCV-mediated hepatocellular carcinoma may be favoured by prolonged HCV infection of a human liver, a situation in which viral fitness is likely to increase.
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Affiliation(s)
- Carlos García-Crespo
- Department of Interactions with the Environment, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Irene Francisco-Recuero
- Department de Biochemistry, UAM, Instituto de Investigaciones Biomédicas Alberto Sols, CSIC-UAM, Madrid, Spain
| | - Isabel Gallego
- Department of Interactions with the Environment, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Marina Camblor-Murube
- Department de Biochemistry, UAM, Instituto de Investigaciones Biomédicas Alberto Sols, CSIC-UAM, Madrid, Spain
| | - María Eugenia Soria
- Department of Interactions with the Environment, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Department of Clinical Microbiology, IIS-Fundación Jiménez Díaz, UAM, Madrid, Spain
| | - Ana López-López
- Department de Biochemistry, UAM, Instituto de Investigaciones Biomédicas Alberto Sols, CSIC-UAM, Madrid, Spain
| | - Ana Isabel de Ávila
- Department of Interactions with the Environment, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
| | - Antonio Madejón
- Department of Interactions with the Environment, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, Madrid, Spain
- Hepatology Unit Hospital Universitario La Paz/Carlos III, Instituto de Investigación Sanitaria “La Paz”, Madrid, Spain
| | - Javier García-Samaniego
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Hepatology Unit Hospital Universitario La Paz/Carlos III, Instituto de Investigación Sanitaria “La Paz”, Madrid, Spain
| | - Esteban Domingo
- Department of Interactions with the Environment, Centro de Biología Molecular “Severo Ochoa” (CSIC-UAM), Consejo Superior de Investigaciones Científicas (CSIC), Campus de Cantoblanco, Madrid, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- *Correspondence: Esteban Domingo, ; Aurora Sánchez-Pacheco, ; Celia Perales,
| | - Aurora Sánchez-Pacheco
- Department de Biochemistry, UAM, Instituto de Investigaciones Biomédicas Alberto Sols, CSIC-UAM, Madrid, Spain
- *Correspondence: Esteban Domingo, ; Aurora Sánchez-Pacheco, ; Celia Perales,
| | - Celia Perales
- Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain
- Department of Clinical Microbiology, IIS-Fundación Jiménez Díaz, UAM, Madrid, Spain
- Department of Molecular and Cell Biology, Centro Nacional de Biotecnología (CNB-CSIC), Consejo Superior de Investigaciones Científicas (CSIC), Madrid, Spain
- *Correspondence: Esteban Domingo, ; Aurora Sánchez-Pacheco, ; Celia Perales,
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Amaral JK, Bingham CO, Taylor PC, Vilá LM, Weinblatt ME, Schoen RT. Pathogenesis of chronic chikungunya arthritis: Resemblances and links with rheumatoid arthritis. Travel Med Infect Dis 2022; 52:102534. [PMID: 36549417 DOI: 10.1016/j.tmaid.2022.102534] [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: 08/07/2022] [Revised: 09/03/2022] [Accepted: 12/17/2022] [Indexed: 12/24/2022]
Abstract
Chikungunya virus (CHIKV) infection results from transmission by the mosquito vector. Following an incubation period of 5-7 days, patients develop an acute febrile illness, chikungunya fever (CHIKF), characterized by high fevers, maculopapular rash, headaches, polyarthritis/arthralgias, myalgias, nausea, vomiting, and diarrhea. Joint pain is often severe, and most often involves the hands, the wrists, the ankles, and the metatarsal-phalangeal joints of the feet. Many patients recover within several weeks, but up to 50% develop chronic joint pain and swelling for more than 12 weeks, then we refer to these symptoms as chronic chikungunya arthritis (CCA). The pathogenesis of CCA is not well understood. In this article, we suggest that mesenchymal stem cells (MSCs) may play an important role in this pathogenesis. This heterogeneous group of multipotent cells, morphologically similar to fibroblasts, may undergo epigenetic changes capable of generating aberrant progenies. However, we believe that there is no need for a latent infection. In our pathogenic hypothesis, CHIKV infection of MSCs would cause epigenetic changes both in MSCs themselves and in their progenies, without the need for reactivation of dormant viruses.
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Affiliation(s)
- J Kennedy Amaral
- Institute of Diagnostic Medicine of Cariri, Juazeiro do Norte, Ceará, Brazil.
| | - Clifton O Bingham
- Johns Hopkins Arthritis Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Peter C Taylor
- University of Oxford, Nuffield Department of Orthopaedics, Rheumatology and Musculoskeletal Sciences, Windmill Road, Oxford, UK
| | - Luis M Vilá
- Division of Rheumatology, Allergy and Immunology, San Juan, Puerto Rico, USA
| | - Michael E Weinblatt
- John R. and Eileen K. Riedman Professor of Medicine, Harvard Medical School, USA
| | - Robert T Schoen
- Section of Rheumatology, Yale University School of Medicine, New Haven, CT, USA
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5
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Sar P, Dalai S. CRISPR/Cas9 in epigenetics studies of health and disease. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2021; 181:309-343. [PMID: 34127198 DOI: 10.1016/bs.pmbts.2021.01.022] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Epigenetics is the heritable phenotypic changes without altering the genotype. Epigenetic processes are such as histone methylation, acetylation, ubiquitination, sumoylation, phosphorylation, ADP ribosylation, DNA methylation and non-coding RNAs interactions associated with structural changes in chromatin. The change of structure is either open chromatin for "active" state or closed chromatin for "inactive" state, that regulates important biological phenomenon like chromatin condensation, gene expression, DNA repair, cellular development, differentiation and homeostasis, etc. However, dysregulation of epigenetic patterns causes diseases like cancer, diabetes, neurological disorder, infectious diseases, autoimmunity etc. Besides, the most important clinical uses of Epigenetics studies are i. identification of disease biomarkers and ii. development of their therapeutics. Epigenetic therapies include epi-drugs, combinatorial therapy, nanocarriers, plant-derived products that are being used for changing the epigenetic pattern to reverse gene expression. However, the developed epi- drugs cause off-target gene and transposable elements activation; promote mutagenesis and carcinogenesis in normal cells, are the major hurdles regarding their clinical use. Therefore, advanced epigenetic therapeutics are required to develop target-specific epigenetic modifications to reverse gene expression pattern. CRISPR-Cas9 (Clustered Regularly Interspaced Palindrome Repeats-associated protein 9) system-mediated gene activation mechanism paves new methods of target-specific epigenetic therapeutics to cure diseases. In this chapter, we discuss how CRISPR/Cas9 and dCas9 have recently been engineered for epigenome editing. Different strategies have been discussed used for epigenome editing based on their efficacy and complexity. Last but not least we have discussed the limitations, different uses of CRISPR/Cas9 and dCas9 in the area of genetic engineering.
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Affiliation(s)
- Pranati Sar
- Institute of Science, NIRMA University, Ahmedabad, India.
| | - Sarat Dalai
- Institute of Science, NIRMA University, Ahmedabad, India.
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Nehme Z, Pasquereau S, Herbein G. Targeting histone epigenetics to control viral infections. HISTONE MODIFICATIONS IN THERAPY 2020. [PMCID: PMC7453269 DOI: 10.1016/b978-0-12-816422-8.00011-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
During the past decades, many studies have significantly broadened our understanding of complex virus-host interactions to control chromatin structure and dynamics.1, 2 However, the role and impact of such modifications during viral infections is not fully revealed. Indeed, this type of regulation is bidirectional between the virus and the host. While viral replication and gene expression are significantly impacted by histone modifications on the viral chromatin,3 studies have shown that some viral pathogens dynamically manipulate cellular epigenetic factors to enhance their own survival and pathogenesis, as well as escape the immune system defense lines.4 In this dynamic, histone posttranslational modifications (PTMs) appear to play fundamental roles in the regulation of chromatin structure and recruitment of other factors.5 Genuinely, those PTMs play a vital role in lytic infection, latency reinforcement, or, conversely, viral reactivation.6 In this chapter, we will examine and review the involvement of histone modifications as well as their potential manipulation to control infections during various viral life cycle stages, highlighting their prospective implications in the clinical management of human immunodeficiency virus (HIV), herpes simplex virus (HSV), human cytomegalovirus (HCMV), hepatitis B and C viruses (HBV and HCV, respectively), Epstein–Barr virus (EBV), and other viral diseases. Targeting histone modifications is critical in setting the treatment of chronic viral infections with both lytic and latent stages (HIV, HCMV, HSV, RSV), virus-induced cancers (HBV, HCV, EBV, KSHV, HPV), and epidemic/emerging viruses (e.g. influenza virus, arboviruses).
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