A Ponatinib-Associated Transcriptomic Signature: Implications for Cardiovascular Toxicity

Ponatinib, a third-generation BCR::ABL1 inhibitor, has antileukemic activity but is associated with cardiovascular toxicity, for which transcriptome-level responses remain incompletely characterized. Here, we defined a ponatinib-associated transcriptomic signature and examined its mechanistic implications using two public RNA sequencing (RNA-Seq) datasets: GSE186341 (11 cancer cell lines treated with kinase inhibitors) and GSE217421 (induced pluripotent stem cell (iPSC)-derived cardiomyocytes treated with approved drugs). Principal component analysis (PCA) and k-means clustering were used to define expression-based subgroups of vehicle-treated (DMSO) controls. DESeq2, followed by fixed-effect meta-analysis, estimated subgroup-specific treatment effects and pooled effect estimates across subgroups. In GSE186341, we identified 2639 meta-analytic differentially expressed genes (meta-DEGs). Among these, 81 genes were also differentially expressed in GSE217421 after ponatinib treatment, identifying an overlapping gene set across datasets. In contrast, imatinib showed no overlap with these 81 genes under the same cross-dataset analysis framework. Cardiotoxicity-relevant functions were represented by directionally consistent genes linked to cardiac repolarization-associated ion handling (KCNN3), insulin-responsive metabolic regulation (FOXO1, HK2), cyclic adenosine monophosphate (cAMP)-responsive stress signaling (RAPGEF3), and mitochondrial homeostasis and redox regulation (MCL1, GCH1). Collectively, these results define a ponatinib-associated transcriptomic signature and nominate cross-dataset transcript-level candidates for subsequent mechanistic and experimental validation in ponatinib-associated cardiotoxicity.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2026-04-30
DOI
https://doi.org/10.3390/ijms27094058
Primary Topic
Cardiac Fibrosis and Remodeling
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Ponatinib-Associated Transcriptomic Signature: Implications for Cardiovascular Toxicity

Jaeyeon Jang, Taesic Lee, Jee Hyun Kong Hyun Kong, Joonho Kong
International Journal of Molecular Sciences
Cardiac Fibrosis and Remodeling
article

A Ponatinib-Associated Transcriptomic Signature: Implications for Cardiovascular Toxicity

Jaeyeon Jang, Taesic Lee, Jee Hyun Kong Hyun Kong, Joonho Kong
article en

Abstract

Ponatinib, a third-generation BCR::ABL1 inhibitor, has antileukemic activity but is associated with cardiovascular toxicity, for which transcriptome-level responses remain incompletely characterized. Here, we defined a ponatinib-associated transcriptomic signature and examined its mechanistic implications using two public RNA sequencing (RNA-Seq) datasets: GSE186341 (11 cancer cell lines treated with kinase inhibitors) and GSE217421 (induced pluripotent stem cell (iPSC)-derived cardiomyocytes treated with approved drugs). Principal component analysis (PCA) and k-means clustering were used to define expression-based subgroups of vehicle-treated (DMSO) controls. DESeq2, followed by fixed-effect meta-analysis, estimated subgroup-specific treatment effects and pooled effect estimates across subgroups. In GSE186341, we identified 2639 meta-analytic differentially expressed genes (meta-DEGs). Among these, 81 genes were also differentially expressed in GSE217421 after ponatinib treatment, identifying an overlapping gene set across datasets. In contrast, imatinib showed no overlap with these 81 genes under the same cross-dataset analysis framework. Cardiotoxicity-relevant functions were represented by directionally consistent genes linked to cardiac repolarization-associated ion handling (KCNN3), insulin-responsive metabolic regulation (FOXO1, HK2), cyclic adenosine monophosphate (cAMP)-responsive stress signaling (RAPGEF3), and mitochondrial homeostasis and redox regulation (MCL1, GCH1). Collectively, these results define a ponatinib-associated transcriptomic signature and nominate cross-dataset transcript-level candidates for subsequent mechanistic and experimental validation in ponatinib-associated cardiotoxicity.

International Journal of Molecular SciencesVol. 27(9)
Yonsei University (KR)
Good health and well-being
Openalex Percentile: Top 11%
Cardiac Fibrosis and Remodeling
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.