Early Warning of Ischemic Stroke Based on Atherosclerosis Index Combined With Serum Markers
Wenjie Zhou1, Shanze Li1, Guijiang Sun2
1State Key Laboratory of Component Traditional Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tuanbo New City, Jinghai District, Tianjin 301617, China.
Insights
Researchers identified five serum metabolites that, combined with the atherosclerotic index (AI), can aid in early diagnosis of atherosclerosis-induced ischemic stroke (IS). These biomarkers offer new insights into IS pathogenesis and early risk detection.
Area of Science:
- Biochemistry
- Clinical Medicine
- Metabolomics
Background:
- Ischemic stroke (IS) is a global health concern, often caused by atherosclerosis.
- Current clinical evaluation of atherosclerosis relies heavily on the atherosclerotic index (AI), with limited selective markers.
- Lipid metabolism disturbance is a key factor in IS development.
Purpose of the Study:
- To identify novel serum biomarkers for atherosclerosis-induced IS.
- To combine identified biomarkers with the atherosclerotic index (AI) for early IS diagnosis.
- To gain insights into the pathogenesis of IS.
Main Methods:
- Utilized untargeted metabolomics via ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q/TOF-MS).
- Analyzed serum metabolite changes in patients with IS.
- Expanded sample size to confirm biomarker reproducibility.
Main Results:
- Identified five key serum metabolites: sphingomyelin (18:0/14:0), 1-Methylpyrrolinium, PC (18:0/18:0), LysoPC (18:0/0:0), and PC (18:2/18:2).
- The combination of these metabolites demonstrated significant diagnostic and predictive capabilities for IS.
- Changes in glycerophospholipid metabolism were linked to early IS risk.
Conclusions:
- The identified metabolites show potential as novel diagnostic biomarkers for IS.
- Combining these biomarkers with AI may enhance early warning systems for atherosclerosis-induced IS.
- Findings provide new perspectives on IS pathogenesis.
Context:
Ischemic stroke (IS) is a serious public health problem worldwide, threatening human life and health. Atherosclerosis is the cause of stroke. At present, there are few selective indexes that can be used to evaluate atherosclerosis in the clinic; providers rely mainly on the atherosclerotic index (AI). Disturbance of lipid metabolism is considered to be a key event leading to IS.
Objective:
The purpose of this study was to discover potential biomarkers in the serum of atherosclerosis-induced IS, combined with the AI to provide early warning for the diagnosis of IS.
Methods:
In this study, we used nontargeted metabolomics based on ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-Q/TOF-MS) to measure the changes in serum metabolites in a group of patients with IS. To verify the reproducibility of candidate biomarkers in the population, we expanded the sample size.
Results:
Five metabolites were identified, including sphingomyelin (18:0/14:0), 1-Methylpyrrolinium, PC (18:0/18:0), LysoPC (18:0/0:0), and PC (18: 2/18:2). The combination of these 5 metabolic markers has good diagnostic and predictive ability, and the change level of these metabolites is significantly related to IS. Our results also indicate that changes in glycerophospholipid metabolism may indicate an early risk of IS development.
Conclusion:
These findings may contribute to the development of new diagnostic methods of potential biomarkers in serum combined with the AI, thereby providing early warning for the diagnosis of atherosclerosis-induced IS, and may provide a new insights for pathogenesis in IS.
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