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1.
Front Immunol ; 13: 1020572, 2022.
Article in English | MEDLINE | ID: mdl-36248819

ABSTRACT

Chagas disease is a parasitic disease from South America, affecting around 7 million people worldwide. Decades after the infection, 30% of people develop chronic forms, including Chronic Chagas Cardiomyopathy (CCC), for which no treatment exists. Two stages characterized this form: the moderate form, characterized by a heart ejection fraction (EF) ≥ 0.4, and the severe form, associated to an EF < 0.4. We propose two sets of DNA methylation biomarkers which can predict in blood CCC occurrence, and CCC stage. This analysis, based on machine learning algorithms, makes predictions with more than 95% accuracy in a test cohort. Beyond their predictive capacity, these CpGs are located near genes involved in the immune response, the nervous system, ion transport or ATP synthesis, pathways known to be deregulated in CCCs. Among these genes, some are also differentially expressed in heart tissues. Interestingly, the CpGs of interest are tagged to genes mainly involved in nervous and ionic processes. Given the close link between methylation and gene expression, these lists of CpGs promise to be not only good biomarkers, but also good indicators of key elements in the development of this pathology.


Subject(s)
Chagas Cardiomyopathy , Chagas Disease , Adenosine Triphosphate/metabolism , Biomarkers/metabolism , Chagas Cardiomyopathy/diagnosis , Chagas Cardiomyopathy/genetics , Chagas Disease/genetics , DNA Methylation , Humans
2.
Front. immunol ; 13(1020572): 1-6, Sept. 2022. graf
Article in English | CONASS, Sec. Est. Saúde SP, SESSP-IDPCPROD, Sec. Est. Saúde SP | ID: biblio-1396604

ABSTRACT

Chagas disease is a parasitic disease from South America, affecting around 7 million people worldwide. Decades after the infection, 30% of people develop chronic forms, including Chronic Chagas Cardiomyopathy (CCC), for which no treatment exists. Two stages characterized this form: the moderate form, characterized by a heart ejection fraction (EF) ≥ 0.4, and the severe form, associated to an EF < 0.4. We propose two sets of DNA methylation biomarkers which can predict in blood CCC occurrence, and CCC stage. This analysis, based on machine learning algorithms, makes predictions with more than 95% accuracy in a test cohort. Beyond their predictive capacity, these CpGs are located near genes involved in the immune response, the nervous system, ion transport or ATP synthesis, pathways known to be deregulated in CCCs. Among these genes, some are also differentially expressed in heart tissues. Interestingly, the CpGs of interest are tagged to genes mainly involved in nervous and ionic processes. Given the close link between methylation and gene expression, these lists of CpGs promise to be not only good biomarkers, but also good indicators of key elements in the development of this pathology.


Subject(s)
Chagas Cardiomyopathy , Chagas Disease , Methylation , Parasitic Diseases , Therapeutics , Biomarkers
3.
Nat Commun ; 9(1): 1513, 2018 04 17.
Article in English | MEDLINE | ID: mdl-29666415

ABSTRACT

Chagas disease is caused by infection with the protozoan Trypanosoma cruzi (T. cruzi) and is an important cause of severe inflammatory heart disease. However, the mechanisms driving Chagas disease cardiomyopathy have not been completely elucidated. Here, we show that the canonical PI3Kγ pathway is upregulated in both human chagasic hearts and hearts of acutely infected mice. PI3Kγ-deficient mice and mutant mice carrying catalytically inactive PI3Kγ are more susceptible to T. cruzi infection. The canonical PI3Kγ signaling in myeloid cells is essential to restrict T. cruzi heart parasitism and ultimately to avoid myocarditis, heart damage, and death of mice. Furthermore, high PIK3CG expression correlates with low parasitism in human Chagas' hearts. In conclusion, these results indicate an essential role of the canonical PI3Kγ signaling pathway in the control of T. cruzi infection, providing further insight into the molecular mechanisms involved in the pathophysiology of chagasic heart disease.


Subject(s)
Chagas Cardiomyopathy/immunology , Class Ib Phosphatidylinositol 3-Kinase/metabolism , Signal Transduction/immunology , Trypanosoma cruzi/immunology , Adult , Animals , Biopsy , Cell Line , Chagas Cardiomyopathy/parasitology , Chagas Cardiomyopathy/pathology , Class Ib Phosphatidylinositol 3-Kinase/genetics , Disease Models, Animal , Female , Heart/parasitology , Humans , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Middle Aged , Myeloid Cells/immunology , Myeloid Cells/metabolism , Myocardium/immunology , Myocardium/pathology , Phosphoinositide-3 Kinase Inhibitors , Quinoxalines/pharmacology , Thiazolidinediones/pharmacology , Trypanosoma cruzi/pathogenicity , Up-Regulation
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