Mendelian randomization demonstrates a causal link between peripheral circulating acylcarnitines and intracranial
Ying Wang1, Kang Xie1, Junyu Wang1
1Department of Neurosurgery, National Clinical Research Center of Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008, China.
Insights
Specific blood metabolites, including palmitoylcarnitine, stearoylcarnitine, and 2-tetradecenoylcarnitine, are causally linked to intracranial aneurysms (IAs) and their rupture. Hypertension partially mediates this relationship.
Area of Science:
- Cardiovascular Science
- Metabolomics
- Genetics
Background:
- Intracranial aneurysms (IAs) are a leading cause of subarachnoid hemorrhage (SAH), characterized by vascular remodeling.
- The precise triggers for IA development and rupture remain unclear.
- Abnormalities in circulating proteins and metabolites have been observed in IA patients.
Purpose of the Study:
- To investigate the potential causal relationship between peripheral circulating metabolites and proteins and intracranial aneurysms (IAs).
- To explore the mediating role of hypertension in the association between specific metabolites and IAs.
Main Methods:
- Utilized two-sample Mendelian randomization (MR) analysis.
- Analyzed data from the FinnGen study and published GWAS datasets.
- Included 191 blood metabolites and 1398 proteins in the analysis.
Main Results:
- Identified palmitoylcarnitine, stearoylcarnitine, and 2-tetradecenoylcarnitine as causal contributors to IAs and their ruptures.
- Two-step mediation MR analysis indicated that hypertension mediates the causal link between these metabolites and IAs.
Conclusions:
- Blood metabolites palmitoylcarnitine, stearoylcarnitine, and 2-tetradecenoylcarnitine are causally associated with IA formation and rupture.
- Hypertension plays a partial mediating role in this causal pathway.
Abstract:
Intracranial aneurysm (IA) is the most prevalent type of cerebral vascular disease causing life-threatening subarachnoid hemorrhages (SAH). A long-term vascular structure remodeling is considered as the main pathophysiological feature of IAs. However, the causal factors triggering the pathophysiological process are not clear. Recently, the abnormalities of peripheral circulating proteins and metabolites have been found in IAs patients and associated with the ruptures. We comprehensively investigated the potential causal relationship between blood metabolites and proteins and IAs using the mendelian randomization (MR) analysis. We applied two-sample MR to explore the potential causal association between peripheral circulating metabolites (191 blood metabolites) and proteins (1398 proteins) and IAs using data from the FinnGen study and the GWAS datasets published by Bakker et al. We identified palmitoylcarnitine, stearoylcarnitine and 2-tetradecenoylcarnitine as causal contributors of IAs and ruptures. Further two-step mediation MR analysis suggested that hypertension as one of the contributors of IAs and ruptures mediated the causal relationship between palmitoylcarnitine, stearoylcarnitine and 2-tetradecenoylcarnitine and IAs. Together, our study demonstrates that blood metabolic palmitoylcarnitine, stearoylcarnitine and 2-tetradecenoylcarnitine are causally linked to the formation and rupture of IAs. Hypertension partially mediates the causal effects.
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