Key result
Doxorubicin reveals hundreds of pharmacogenomic response QTLs in cardiomyocytes, predicting in vitro cardiotoxicity.
Why the study?
Does doxorubicin exposure induce differential transcriptomic responses and splicing changes modulated by genetic variants in iPSC-derived cardiomyocytes?
Does doxorubicin exposure induce differential transcriptomic responses and splicing changes modulated by genetic variants in iPSC-derived cardiomyocytes?
This study provides a map of genetic regulation of cellular response to anthracyclines, highlighting variants that may predict anthracycline-induced cardiotoxicity.
Hypothesis-generating for genetic risk of anthracycline cardiotoxicity; leaves open clinical translation from iPSC models.
Anthracycline-induced cardiotoxicity (ACT) is a key limiting factor in setting optimal chemotherapy regimes for cancer patients, with almost half of patients expected to ultimately develop congestive heart failure given high drug doses. However, the genetic basis of sensitivity to anthracyclines such as doxorubicin remains unclear. To begin addressing this, we created a panel of iPSC-derived cardiomyocytes from 45 individuals and performed RNA-seq after 24h exposure to varying levels of doxorubicin. The transcriptomic response to doxorubicin is substantial, with the majority of genes being differentially expressed across treatments of different concentrations and over 6000 genes showing evidence of differential splicing. Overall, our observations indicate that splicing fidelity decreases in the presence of doxorubicin. We detect 376 response-expression QTLs and 42 response-splicing QTLs, i.e. genetic variants that modulate the individual transcriptomic response to doxorubicin in terms of expression and splicing changes respectively. We show that inter-individual variation in transcriptional response is predictive of cell damage measured in vitro using a cardiac troponin assay, which in turn is shown to be associated with in vivo ACT risk. Finally, the molecular QTLs we detected are enriched in lower ACT GWAS p -values, further supporting the in vivo relevance of our map of genetic regulation of cellular response to anthracyclines.
No takes yet. Share an insight, caveat, or question.
Knowles et al. (2017) studied Anthracycline-induced cardiotoxicity (ACT) (n=45). Doxorubicin vs. 0 µM (control) was evaluated on Transcriptomic response (differential expression and splicing) and response-QTLs. Doxorubicin exposure in iPSC-derived cardiomyocytes revealed 376 response-expression QTLs and 42 response-splicing QTLs, with transcriptional response predicting in vitro cell damage.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: