medRxivGenetic & Genomic MedicinePreprint
Exploring global and specific pathogenic mechanisms in Chronic Chagas Cardiomyopathy through multi-omics integration
Pauline BrochetiD, Jorge Elias KaliliD, Vincent ProcaccioiD, Edécio Cunha‐NetoiD, Lionel SpinelliiD, Christophe ChevillardiD
Abstract
Chagas disease is a neglected disease from South America caused by a parasite, Trypanosoma cruzi. While most of infected people remains asymptomatic, around 30% develop Chronic Chagas Cardiomyopathy (CCC), a very lethal cardiomyopathy characterized by an exacerbate inflammatory response. The last few years, our team has set up multiple omics analysis. Briefly, we have pointed the over-expression of many genes involved in the Th1 lymphocyte response, as well as some epigenetic features potentially involved in their regulation, including miRNA, lncRNA and methylation site. Moreover, some mitochondria mutation seems to predispose to the development of CCC. In order to understand and characterize the impact of genetic and epigenetic elements on the pathogenic process associated to CCC, we have performed here a multi-omics integration, combining transcriptomic, methylomic, miRNomic and mitochondria sequencing. We have identified two distinct pathogenic pathways that vary among patients with chronic Chagas cardiomyopathy (CCC). One pathway is primarily influenced by IRF4, a transcription factor known for its involvement in the development of both B and T cells, while the other is driven by TLR signaling. Notably, genes related to B cells play a role in both of these processes. Additionally, we have detected certain similarities in the B cell receptors of all CCC patients, which may potentially contribute to autoimmunity. While further analysis is necessary to validate these findings, they collectively enhance our understanding of the pathogenic mechanisms associated with CCC.
- organism: human
- assay: bulk RNA-seq
- assay: DNA methylation
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Immunologic changes are detectable in the peripheral blood transcriptome of clinically asymptomatic Chagas cardiomyopathy patients
C. Duque, J. So, … Chagas working group·bioRxiv·Oct 3, 2023
- Cardiomyocyte transcriptomic signatures in response to Trypanosoma cruzi infection underpin Chagas cardiomyopathy progression.
K. Candray, Y. Nakagama, … Y. Kido·bioRxiv·Feb 27, 2023
- Altered frequency of CD24highCD38high transitional B cells in patients with cardiac involvement of chronic Chagas disease.
M. C. Girard, G. R. Acevedo, … K. A. Gomez·bioRxiv·Jul 22, 2019
- Transcriptome analysis of circulating microRNAs associated with Chagas disease susceptibility and chronic Chagas cardiomyopathy severity
Eric Henrique Roma, Fabielle Marques-Santos, … Maria da Glória Bonecini-Almeida·The Journal of Infectious DiseasesPeer-reviewed·Jan 15, 2026
- Alterations to the cardiac metabolome induced by chronic T. cruzi infection relate to the degree of cardiac pathology
K. A. Hoffman, P. J. Hotez, … L.-I. McCall·bioRxiv·Sep 17, 2020
- Spatial metabolomics identifies localized chemical changes in heart tissue during chronic cardiac Chagas disease
D. A. Dean, Gautham, … L.-I. McCall·bioRxiv·Jun 29, 2020