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Zheng Q, Liu Y, Guo M, Zhang X, Zhang Q, Yu XY, Lin Z. Discovery of therapeutic targets in cardiovascular diseases using high-throughput chromosome conformation capture (Hi-C). Front Genet 2025; 16:1515010. [PMID: 40182924 PMCID: PMC11966399 DOI: 10.3389/fgene.2025.1515010] [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: 10/24/2024] [Accepted: 02/17/2025] [Indexed: 04/05/2025] Open
Abstract
Epigenetic changes have been associated with several cardiovascular diseases. In recent years, epigenetic inheritance based on spatial changes has gradually attracted attention. Alterations in three-dimensional chromatin structures have been shown to regulate gene expression and influence disease onset and progression. High-throughput Chromosome Conformation Capture (Hi-C) is a powerful method to detect spatial chromatin conformation changes. Since its development, Hi-C technology has been widely adopted for discovering novel therapeutic targets in cardiovascular research. In this review, we summarize key targets identified by Hi-C in cardiovascular diseases and discuss their potential implications for epigenetic therapy.
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Affiliation(s)
- Quan Zheng
- School of Pharmacy, Macau University of Science and Technology, Taipa, China
| | - Ying Liu
- School of Pharmacy, Macau University of Science and Technology, Taipa, China
- Department of Pharmacology, School of Pharmacy, Guangzhou Xinhua University, Guangzhou, China
| | - Minghao Guo
- School of Pharmacy, Macau University of Science and Technology, Taipa, China
| | - Xin Zhang
- School of Pharmacy, Macau University of Science and Technology, Taipa, China
| | - Qingbin Zhang
- Guangzhou Municipal and Guangdong Provincial Key Laboratory of Molecular Target & Clinical Pharmacology, The NMPA and State Key Laboratory of Respiratory Disease, School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou, China
| | - Xi-Yong Yu
- Guangzhou Municipal and Guangdong Provincial Key Laboratory of Molecular Target & Clinical Pharmacology, The NMPA and State Key Laboratory of Respiratory Disease, School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou, China
| | - Zhongxiao Lin
- Guangzhou Municipal and Guangdong Provincial Key Laboratory of Molecular Target & Clinical Pharmacology, The NMPA and State Key Laboratory of Respiratory Disease, School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou, China
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Sabino EC, Nunes MCP, Blum J, Molina I, Ribeiro ALP. Cardiac involvement in Chagas disease and African trypanosomiasis. Nat Rev Cardiol 2024; 21:865-879. [PMID: 39009679 DOI: 10.1038/s41569-024-01057-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/13/2024] [Indexed: 07/17/2024]
Abstract
Trypanosomiases are diseases caused by various species of protozoan parasite in the genus Trypanosoma, each presenting with distinct clinical manifestations and prognoses. Infections can affect multiple organs, with Trypanosoma cruzi predominantly affecting the heart and digestive system, leading to American trypanosomiasis or Chagas disease, and Trypanosoma brucei primarily causing a disease of the central nervous system known as human African trypanosomiasis or sleeping sickness. In this Review, we discuss the effects of these infections on the heart, with particular emphasis on Chagas disease, which continues to be a leading cause of cardiomyopathy in Latin America. The epidemiology of Chagas disease has changed substantially since 1990 owing to the emigration of over 30 million Latin American citizens, primarily to Europe and the USA. This movement of people has led to the global dissemination of individuals infected with T. cruzi. Therefore, cardiologists worldwide must familiarize themselves with Chagas disease and the severe, chronic manifestation - Chagas cardiomyopathy - because of the expanded prevalence of this disease beyond traditional endemic regions.
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Affiliation(s)
- Ester Cerdeira Sabino
- Department of Pathology, Instituto de Medicina Tropical da Faculdade de Medicina da Universidade de Sao Paulo, Sao Paulo, Brazil.
| | - Maria Carmo P Nunes
- Hospital das Clínicas and Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
| | - Johannes Blum
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
- University of Basel, Basel, Switzerland
| | - Israel Molina
- International Health Unit Vall d'Hebron-Drassanes, Infectious Diseases Department, Vall d'Hebron University Hospital, PROSICS Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Antonio Luiz P Ribeiro
- Hospital das Clínicas and Faculdade de Medicina, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Ferreira AM, Oliveira-da Silva LC, Cardoso CS, Oliveira CDL, Brito BODF, Bierrenbach AL, Santos ACDJ, Cruz DS, Leite SF, Jesus AB, Damasceno RF, Nunes MCP, Molina I, Haikal DSA, Sabino EC, Ribeiro ALP. Association between positive serology for COVID-19 and chagas cardiomyopathy progression: The SaMi-Trop project. Travel Med Infect Dis 2024; 61:102745. [PMID: 39048021 DOI: 10.1016/j.tmaid.2024.102745] [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: 12/26/2023] [Revised: 05/17/2024] [Accepted: 07/21/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND Chagas Disease (CD) can cause Chagas cardiomyopathy. The new coronavirus disease (COVID-19) also affects the cardiovascular system and may worsen Chagas cardiomyopathy. However, the cardiac evolution of patients with CD infected by COVID-19 is not known. Thus, the objective of this study is to assess, within one year, whether there was cardiac progression after COVID-19 in CD. METHODS Longitudinal study with CD patients. The outcome was cardiac progression, defined as the appearance of new major changes in the current ECG compared to the previous ECG considered from the comparison of electrocardiograms (ECGs) performed with an interval of one year. Positive Anti-SARS-CoV2 Serology was the independent variable of interest. For each analysis, a final multiple model was constructed, adjusted for sociodemographic, clinical, and pandemic-related characteristics. RESULTS Of the 404 individuals included, 22.8 % had positive serology for COVID-19 and 10.9 % had cardiac progression. In the final model, positive serology for COVID-19 was the only factor associated with cardiac progression in the group as a whole (OR = 2.65; 95 % CI = 1.27-5.53) and for new-onset cardiomyopathy in the group with normal previous ECG (OR = 3.50; 95 % CI = 1.21-10.13). CONCLUSION Our study shows an association between COVID-19 and progression of Chagas cardiomyopathy, evaluated by repeated ECGs, suggesting that COVID-19 accelerated the natural history of CD.
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Affiliation(s)
- Ariela Mota Ferreira
- Department of Infectious and Parasitic Diseases, University of São Paulo, São Paulo, SP, Brazil; Postgraduate Program in Health Sciences, State University of Montes Claros, Montes Claros, MG, Brazil.
| | | | - Clareci Silva Cardoso
- Department of Medicine, Federal University of São João Del-Rei, Divinópolis, MG, Brazil
| | | | | | | | - Ana Clara de Jesus Santos
- Postgraduate Program in Health Sciences, State University of Montes Claros, Montes Claros, MG, Brazil
| | - Dardiane Santos Cruz
- Postgraduate Program in Health Sciences, State University of Montes Claros, Montes Claros, MG, Brazil
| | - Sâmara Fernandes Leite
- Postgraduate Program in Health Sciences, State University of Montes Claros, Montes Claros, MG, Brazil
| | - Andréia Brito Jesus
- Postgraduate Program in Health Sciences, State University of Montes Claros, Montes Claros, MG, Brazil
| | - Renata Fiúza Damasceno
- Superintendência Regional de Saúde de Montes Claros, Secretaria de Estado de Saúde de Minas Gerais, Montes Claros, MG, Brazil
| | | | - Israel Molina
- Postgraduate Program in Health Sciences, State University of Montes Claros, Montes Claros, MG, Brazil; Instituto René Rachou-FIOCRUZ Minas, Laboratório de Triatomíneos e Epidemiologia da Doença de Chagas, Belo Horizonte, Brazil
| | - Desirée Sant' Anna Haikal
- Postgraduate Program in Health Sciences, State University of Montes Claros, Montes Claros, MG, Brazil
| | - Ester Cerdeira Sabino
- Instituto de Medicina Tropical da Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil
| | - Antonio Luiz Pinho Ribeiro
- Department of Internal Medicine, Faculdade de Medicina, and Telehealth Center and Cardiology Service, Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Zhao H, Sun R, Wu L, Huang P, Liu W, Ma Q, Liao Q, Du J. Bioinformatics Identification and Experimental Validation of a Prognostic Model for the Survival of Lung Squamous Cell Carcinoma Patients. Biochem Genet 2024:10.1007/s10528-024-10828-z. [PMID: 38806973 DOI: 10.1007/s10528-024-10828-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 05/08/2024] [Indexed: 05/30/2024]
Abstract
Lung squamous cell carcinoma (LUSC) kills more than four million people yearly. Creating more trustworthy tumor molecular markers for LUSC early detection, diagnosis, prognosis, and customized treatment is essential. Cuproptosis, a novel form of cell death, opened up a new field of study for searching for trustworthy tumor indicators. Our goal was to build a risk model to assess drug sensitivity, monitor immune function, and predict prognosis in LUSC patients. The 19 cuproptosis-related genes were found in the literature, and patient genomic and clinical information was collected using the Cancer Genomic Atlas (TCGA) database. The LUSC patients were grouped using unsupervised clustering techniques, and 7626 differentially expressed genes were identified. Using univariate COX analysis, LASSO regression analysis, and multivariate COX analysis, a prognostic model for LUSC patients was developed. The tumor immune escape was evaluated using the Tumor Immune Dysfunction and Exclusion (TIDE) method. The R packages 'pRRophetic,' 'ggpubr,' and 'ggplot2' were utilized to examine drug sensitivity. For modeling, a 6-cuproptosis-based gene signature was found. Patients with high-risk LUSC had significantly worse survival rates than those with low-risk conditions. The possibility of tumor immunological escape was increased in patients with higher risk scores due to more immune cell inactivation. For patients with high-risk LUSC, we discovered seven potent potential drugs (AZD6482, CHIR.99021, CMK, Embelin, FTI.277, Imatinib, and Pazopanib). In conclusion, the cuproptosis-based genes predictive risk model can be utilized to predict outcomes, track immune function, and evaluate medication sensitivity in LUSC patients.
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Affiliation(s)
- Hongtao Zhao
- Department of Immunology, College of Basic Medicine, Guilin Medical University, Guilin, 541199, Guangxi, China
| | - Ruonan Sun
- Department of Immunology, College of Basic Medicine, Guilin Medical University, Guilin, 541199, Guangxi, China
| | - Lei Wu
- College of Department of Information and Library Science, Guilin Medical University, Guilin, 541004, China
| | - Peiluo Huang
- Department of Immunology, College of Basic Medicine, Guilin Medical University, Guilin, 541199, Guangxi, China
| | - Wenjing Liu
- Department of Immunology, College of Basic Medicine, Guilin Medical University, Guilin, 541199, Guangxi, China
| | - Qiuhong Ma
- Department of Clinical Laboratory, Zibo Central Hospital, Zibo, 255036, China.
| | - Qinyuan Liao
- Department of Immunology, College of Basic Medicine, Guilin Medical University, Guilin, 541199, Guangxi, China.
| | - Juan Du
- Department of Immunology, College of Basic Medicine, Guilin Medical University, Guilin, 541199, Guangxi, China.
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Wuni R, Ventura EF, Curi-Quinto K, Murray C, Nunes R, Lovegrove JA, Penny M, Favara M, Sanchez A, Vimaleswaran KS. Interactions between genetic and lifestyle factors on cardiometabolic disease-related outcomes in Latin American and Caribbean populations: A systematic review. Front Nutr 2023; 10:1067033. [PMID: 36776603 PMCID: PMC9909204 DOI: 10.3389/fnut.2023.1067033] [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: 10/11/2022] [Accepted: 01/09/2023] [Indexed: 01/27/2023] Open
Abstract
Introduction The prevalence of cardiometabolic diseases has increased in Latin American and the Caribbean populations (LACP). To identify gene-lifestyle interactions that modify the risk of cardiometabolic diseases in LACP, a systematic search using 11 search engines was conducted up to May 2022. Methods Eligible studies were observational and interventional studies in either English, Spanish, or Portuguese. A total of 26,171 publications were screened for title and abstract; of these, 101 potential studies were evaluated for eligibility, and 74 articles were included in this study following full-text screening and risk of bias assessment. The Appraisal tool for Cross-Sectional Studies (AXIS) and the Risk Of Bias In Non-Randomized Studies-of Interventions (ROBINS-I) assessment tool were used to assess the methodological quality and risk of bias of the included studies. Results We identified 122 significant interactions between genetic and lifestyle factors on cardiometabolic traits and the vast majority of studies come from Brazil (29), Mexico (15) and Costa Rica (12) with FTO, APOE, and TCF7L2 being the most studied genes. The results of the gene-lifestyle interactions suggest effects which are population-, gender-, and ethnic-specific. Most of the gene-lifestyle interactions were conducted once, necessitating replication to reinforce these results. Discussion The findings of this review indicate that 27 out of 33 LACP have not conducted gene-lifestyle interaction studies and only five studies have been undertaken in low-socioeconomic settings. Most of the studies were cross-sectional, indicating a need for longitudinal/prospective studies. Future gene-lifestyle interaction studies will need to replicate primary research of already studied genetic variants to enable comparison, and to explore the interactions between genetic and other lifestyle factors such as those conditioned by socioeconomic factors and the built environment. The protocol has been registered on PROSPERO, number CRD42022308488. Systematic review registration https://clinicaltrials.gov, identifier CRD420223 08488.
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Affiliation(s)
- Ramatu Wuni
- Hugh Sinclair Unit of Human Nutrition, Department of Food and Nutritional Sciences and Institute for Cardiovascular and Metabolic Research (ICMR), University of Reading, Reading, United Kingdom
| | - Eduard F. Ventura
- Hugh Sinclair Unit of Human Nutrition, Department of Food and Nutritional Sciences and Institute for Cardiovascular and Metabolic Research (ICMR), University of Reading, Reading, United Kingdom
| | | | - Claudia Murray
- Department of Real Estate and Planning, University of Reading, Reading, United Kingdom
| | - Richard Nunes
- Department of Real Estate and Planning, University of Reading, Reading, United Kingdom
| | - Julie A. Lovegrove
- Hugh Sinclair Unit of Human Nutrition, Department of Food and Nutritional Sciences and Institute for Cardiovascular and Metabolic Research (ICMR), University of Reading, Reading, United Kingdom
| | - Mary Penny
- Instituto de Investigación Nutricional, Lima, Peru
| | - Marta Favara
- Oxford Department of International Development, University of Oxford, Oxford, United Kingdom
| | - Alan Sanchez
- Grupo de Análisis para el Desarrollo (GRADE), Lima, Peru
| | - Karani Santhanakrishnan Vimaleswaran
- Hugh Sinclair Unit of Human Nutrition, Department of Food and Nutritional Sciences and Institute for Cardiovascular and Metabolic Research (ICMR), University of Reading, Reading, United Kingdom
- Institute for Food, Nutrition and Health (IFNH), University of Reading, Reading, United Kingdom
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