Altered Inflammatory State and Mitochondrial Function Identified by Transcriptomics in Paediatric Congenital Heart Patients Prior to Surgical Repair.
Francesca Bartoli-LeonardAmy G HarrisKelly SaundersJulie MaddenCarrie CherringtonKaren SheehanMai BaquedanoGiulia ParolariAndrew BamberMassimo CaputoPublished in: International journal of molecular sciences (2024)
Congenital heart disease (CHD) remains the most common birth defect, with surgical intervention required in complex cases. Right ventricle (RV) function is known to be a major predictor of sustained cardiac health in these patients; thus, by elucidating the divergent profiles between CHD and the control through tissue analysis, this study aims to identify new avenues of investigation into the mechanisms surrounding reduced RV function. Transcriptomic profiling, in-silico deconvolution and functional network analysis were conducted on RV biopsies, identifying an increase in the mitochondrial dysfunction genes RPPH1 and RMPR (padj = 4.67 × 10 -132 , 2.23 × 10 -107 ), the cytotoxic T-cell markers CD8a , LAGE3 and CD49a ( p = 0.0006, p < 0.0001, and p = 0.0118) and proinflammatory caspase-1 ( p = 0.0055) in CHD. Gene-set enrichment identified mitochondrial dysfunctional pathways, predominately changes within oxidative phosphorylation processes. The negative regulation of mitochondrial functions and metabolism was identified in the network analysis, with dysregulation of the mitochondrial complex formation. A histological analysis confirmed an increase in cellular bodies in the CHD RV tissue and positive staining for both CD45 and CD8, which was absent in the control. The deconvolution of bulk RNAseq data suggests a reduction in CD4+ T cells ( p = 0.0067) and an increase in CD8+ T cells ( p = 0.0223). The network analysis identified positive regulation of the immune system and cytokine signalling clusters in the inflammation functional network, as there were lymphocyte activation and leukocyte differentiation. Utilising RV tissue from paediatric patients undergoing CHD cardiac surgery, this study identifies dysfunctional mitochondrial pathways and an increase in inflammatory T-cell presence prior to reparative surgery.
Keyphrases
- network analysis
- mycobacterium tuberculosis
- oxidative stress
- end stage renal disease
- congenital heart disease
- cardiac surgery
- patients undergoing
- chronic kidney disease
- ejection fraction
- intensive care unit
- genome wide
- newly diagnosed
- single cell
- randomized controlled trial
- healthcare
- prognostic factors
- emergency department
- public health
- peritoneal dialysis
- mental health
- gene expression
- heart failure
- acute kidney injury
- machine learning
- risk assessment
- minimally invasive
- pregnant women
- mitral valve
- atrial fibrillation
- nk cells
- rna seq
- pulmonary artery
- coronary artery
- health information
- electronic health record
- transcription factor
- copy number
- artificial intelligence
- patient reported
- gestational age
- peripheral blood
- health promotion
- surgical site infection