Identification and experimental validation of KMO as a critical immune-associated mitochondrial gene in unstable atherosclerotic plaque
- Fu-Jun Liao 1,2,3,4, Shao-Liang Shen 2,3, Hai-Long Bao 2,3,4, Hui Li 2,3, Quan-Wei Zhao 2,3, Long Chen 2,3, Cai-Wei Gong 2,3, Cheng-Zhu Xiong 2,3, Wu-Peng Liu 1,2,3,4, Wei Li 5,6,7,8, Da-Nan Liu 9,10,11
- Fu-Jun Liao 1,2,3,4, Shao-Liang Shen 2,3, Hai-Long Bao 2,3,4
- 1Department of Cardiovascular Medicine, The Affiliated Hospital of Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China.
- 2Institute of Medical Sciences, Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China.
- 3School of Graduate Studies, Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China.
- 4The Key Laboratory of Myocardial Remodeling Research, The Affiliated Hospital of Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China.
- 5Department of Cardiovascular Medicine, The Affiliated Hospital of Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China. liwei249188@sina.com.
- 6Institute of Medical Sciences, Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China. liwei249188@sina.com.
- 7School of Graduate Studies, Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China. liwei249188@sina.com.
- 8The Key Laboratory of Myocardial Remodeling Research, The Affiliated Hospital of Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China. liwei249188@sina.com.
- 9Department of Cardiovascular Medicine, The Affiliated Hospital of Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China. liudanan2000@163.com.
- 10Institute of Medical Sciences, Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China. liudanan2000@163.com.
- 11School of Graduate Studies, Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China. liudanan2000@163.com.
- 0Department of Cardiovascular Medicine, The Affiliated Hospital of Guizhou Medical University, No. 28 Guiyi Street, Yunyan District, Guiyang, Guizhou, 550004, China.
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View abstract on PubMed
Summary
This summary is machine-generated.Kynurenine 3-monooxygenase (KMO) is identified as a promising biomarker for unstable atherosclerotic plaques. Silencing KMO in mice reduced plaque formation and improved stability, suggesting KMO’s role in cardiovascular events.
Area Of Science
- Cardiovascular Research
- Biomarker Discovery
- Bioinformatics
Background
- Atherosclerotic plaque instability increases cardiovascular and cerebrovascular event risk.
- Lack of effective diagnostic biomarkers hinders plaque instability assessment.
- This study aimed to identify novel biomarkers for plaque instability.
Purpose Of The Study
- To identify hub genes associated with unstable atherosclerotic plaques using bioinformatics.
- To investigate the diagnostic potential of identified hub genes.
- To explore the therapeutic implications of targeting these genes.
Main Methods
- Weighted Gene Co-expression Network Analysis (WGCNA) and machine learning algorithms.
- Cell-type identification by estimating relative subsets of RNA transcripts (CIBERSORT) for immune cell infiltration.
- Gene Set Variation Analysis (GSVA) for pathway analysis.
- Validation using immunohistochemistry (IHC), RT-qPCR, ELISA, and immunofluorescence.
- In vivo validation in ApoE-/- mice models.
Main Results
- Significant alterations in CD8 T cells and M0 macrophages observed in atherosclerosis.
- Six hub genes identified, with KMO showing a positive correlation with M0 macrophages and negative correlation with CD8 T cells.
- KMO expression significantly upregulated in unstable plaques and associated with macrophage infiltration.
- KMO silencing in ApoE-/- mice attenuated plaque formation and enhanced plaque stability.
Conclusions
- Kynurenine 3-monooxygenase (KMO), a mitochondria-targeted gene, is a potential diagnostic biomarker for atherosclerotic plaque instability.
- KMO is associated with macrophage cells and plays a role in plaque development and stability.
- Targeting KMO may offer a novel therapeutic strategy for atherosclerosis.
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