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Updated: Aug 1, 2026

Transverse Aortic Constriction in Mice
Published on: April 21, 2010
Linc-PINT downregulation of TGF-β signaling pathway in heart arrhythmia: an in silico analysis
Arash Amin1, Mahya Bakhshi Ardakani2, Maryam Saadatakhtar3
1Department of Cardiology, School of Medicine, Shahid Madani Hospital, Lorestan University of Medical Sciences, Khorramabad, Iran.
Insights
This study investigated the link between linc-PINT and TGF-β signaling in heart arrhythmias (HA). Lower linc-PINT and higher TGF-β pathway gene expression were observed in patients, suggesting a potential biomarker for HA risk.
Area of Science:
- Cardiovascular Biology
- Molecular Genetics
- Bioinformatics
Background:
- Heart arrhythmias (HA) result from myocardial dysfunction.
- Long non-coding RNAs (LncRNAs) and TGF-β signaling are implicated in HA pathogenesis.
- The regulatory role of linc-PINT on TGF-β expression is recently discovered.
Purpose of the Study:
- To investigate the in silico interaction between linc-PINT and TGF-β signaling in atrial fibrillation (AF).
- To analyze the expression levels of linc-PINT and TGF-β pathway genes in AF patients versus healthy controls.
Main Methods:
- Utilized RNA-seq data from the GSE133420 dataset of human atrial appendage tissues.
- Employed LncRRIsearch to identify linc-PINT binding sites in TGF-β signaling gene promoters.
- Integrated data from LncTar and starBase, and constructed a protein-protein interaction (PPI) network for validation.
Main Results:
- Significantly decreased expression of linc-PINT in AF patients compared to controls (p < 0.01).
- Significantly increased expression of SMAD2, SMAD3, SMAD5, and TGF-βR1 genes in AF patients.
- No significant difference in SMAD6 expression between AF patients and controls (P > 0.05).
Conclusions:
- Reduced linc-PINT expression correlates with increased TGF-β signaling in atrial fibrillation.
- Assessing TGF-β and linc-PINT expression may aid in identifying high-risk HA patients.
- This pathway modulation offers potential for therapeutic strategies to improve clinical outcomes in HA.
Abstract:
Heart Arrhythmias (HA) is one of the heart diseases that occurs due to heart dysfunction or contraction of myocardial cells. Long non-coding RNAs (LncRNAs) are one of the factors that play a role in the physiopathology of HA. TGF-β plays a pivotal role in the pathogenesis of HA. Recently, it has been shown that linc-PINT can play a role in regulating TGF-β expression. However, the interaction of these two molecules in HA has not been investigated in silico, so we evaluated this issue in this study. We accessed the GSE133420 (platform: GPL20795 HiSeq X Ten (Homo sapiens)) dataset containing RNA-seq data from human atrial appendage tissues from patients with atrial fibrillation (AF) and healthy controls. It deals with RNA isolates obtained from plasma samples. To identify potential binding sites for linc-PINT within the promoters of TGF-β signaling genes, we used LncRRIsearch. To further validate and supplement these predictions, we also referenced target genes from LncTar and starBase, which were then integrated into the protein-protein interaction (PPI) network. The results showed that the expression of linc-PINT was significantly decreased in patients compared to the control group (p < 0.01). On the other hand, the expression of SMAD2, SMAD3, SMAD5 and TGF-βR1 genes was significantly increased in patients compared to the control group. The expression of SMAD6 in both groups was almost equal and there was no significant relationship between them (P > 0.05). It can be said that examining the expression of TGF-β and linc-PINT can be helpful in identifying patients at high risk of HA, and by applying therapeutic strategies, clinical symptoms can be improved.
Supplementary Information:
The online version contains supplementary material available at 10.1007/s40200-025-01609-5.
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