Circulating metabolite profiles to predict response to cardiac resynchronization therapy
Xue Gong1, Zhonghan Sun2, Zheyong Huang1
1Department of Cardiology, Shanghai Institute of Cardiovascular Disease, Zhongshan Hospital, Fudan University, Shanghai, 200032, People's Republic of China.
Insights
A novel blood metabolomic profile, including isoleucine, tryptophan, and linoleic acid, can predict patient response to cardiac resynchronization therapy (CRT) for heart failure. This discovery offers a potential biomarker for personalized CRT treatment strategies.
Area of Science:
- Cardiology
- Metabolomics
- Biomarker Discovery
Background:
- Heart failure (HF) is linked to ventricular dyssynchrony and inefficiency, partially addressed by cardiac resynchronization therapy (CRT).
- A significant non-response rate to CRT exists, highlighting the need for predictive biomarkers.
- Currently, no specific biomarkers reliably predict CRT response in HF patients.
Purpose of the Study:
- To investigate the utility of blood metabolomic profiles in predicting CRT response in patients with severe heart failure.
- To identify specific metabolites or panels of metabolites associated with CRT responsiveness.
Main Methods:
- A two-stage study involving 105 dilated cardiomyopathy patients with severe HF undergoing CRT.
- Serum samples collected pre-CRT implantation analyzed using ultrahigh-performance liquid chromatography-quadrupole-time-of-flight mass spectrometry (UHPLC-QTOF-MS).
- Echocardiographic criteria used to define CRT response.
Main Results:
- Seventeen metabolites differed significantly between CRT responders and non-responders.
- Key affected metabolic pathways included linoleic acid metabolism, amino acid biosynthesis, and sphingolipid metabolism.
- A panel of isoleucine, tryptophan, and linoleic acid demonstrated high accuracy (AUC 0.981 discovery, 0.929 validation) in distinguishing responders.
Conclusions:
- Serum metabolomics effectively differentiates CRT responders from non-responders.
- The identified metabolite panel (isoleucine, tryptophan, linoleic acid) shows significant prognostic value for CRT outcomes.
Background:
Heart failure is associated with ventricular dyssynchrony and energetic inefficiency, which can be alleviated by cardiac resynchronization therapy (CRT) with approximately one-third of non-response rate. Thus far, there is no specific biomarker to predict the response to CRT in patients with heart failure. In this study, we assessed the role of the blood metabolomic profile in predicting the response to CRT.
Methods:
A total of 105 dilated cardiomyopathy patients with severe heart failure who received CRT were included in our two-stage study. Baseline blood samples were collected prior to CRT implantation. The response to CRT was defined according to echocardiographic criteria. Metabolomic profiling of serum samples was carried out using ultrahigh performance liquid chromatography coupled with quadrupole-time-of-flight mass spectrometry.
Results:
Seventeen metabolites showed significant differences in their levels between responders and non-responders, and these metabolites were primarily involved in six pathways, including linoleic acid metabolism, Valine, leucine and isoleucine biosynthesis, phenylalanine metabolism, citrate cycle, tryptophan metabolism, and sphingolipid metabolism. A combination of isoleucine, tryptophan, and linoleic acid was identified as an ideal metabolite panel to distinguish responders from non-responders in the discovery set (n = 51 with an AUC of 0.981), and it was confirmed in the validation set (n = 54 with an AUC of 0.929).
Conclusions:
Mass spectrometry based serum metabolomics approach provided larger coverage of metabolome which can help distinguish CRT responders from non-responders. A combination of isoleucine, tryptophan, and linoleic acid may associate with significant prognostic values for CRT.
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