BackgroundIn mouse models of atherosclerosis, knockout of the PLA2G2A gene has been shown to reduce the volume of atherosclerotic plaques. Clinical trials have demonstrated the potential of using the sPLA2 inhibitor Varespladib in combination with statins to reduce lipid levels. However, this approach has not yielded the expected results in reducing the risk of cardiovascular events. Therefore, it is necessary to further investigate the mechanisms of PLA2G2A.MethodsSingle-cell transcriptome data from two sets of carotid plaques, combined with clinical patient information. were used to describe the expression characteristics of PLA2G2A in carotid plaques at different stages. In order to explore the mechanisms of PLA2G2A, we conducted enrichment analysis, cell-cell communication analysis and single-cell regulatory network inference and clustering analyses. We validated the above findings at the cellular level.ResultsOur findings indicate that PLA2G2A is primarily expressed in vascular fibroblasts and shows significant cell interactions with macrophages in the early-stage, especially in complement and inflammation-related pathways. We also found that serum sPLA2 levels have stronger diagnostic value in patients with mild carotid artery stenosis. Subsequent comparisons of single-cell transcriptomic data from early and late-stage carotid artery plaques corroborated these findings and predicted transcription factors that might regulate the progression of early carotid atherosclerosis (CA) and the expression of PLA2G2A.ConclusionsOur study discovered and validated that PLA2G2A is highly expressed by vascular fibroblasts and promotes plaque progression through the activation of macrophage complement and coagulation cascade pathways in the early-stage of CA.
机构:
Dalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Fudan Univ, Fudan Univ Shanghai Canc Ctr, Dept Breast Surg, Shanghai 200030, Peoples R ChinaDalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Yang, Xueli
Zhang, Zhengquan
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Yangzhou Univ, Northern Jiangsu Peoples Hosp, Dept Thyroid & Breast Surg, Yangzhou 225001, Jiangsu, Peoples R China
Yangzhou Univ, Clin Med Coll, Yangzhou 225001, Jiangsu, Peoples R ChinaDalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Zhang, Zhengquan
Jia, Xiaoqing
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Fudan Univ, Fudan Univ Shanghai Canc Ctr, Dept Breast Surg, Shanghai 200030, Peoples R ChinaDalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Jia, Xiaoqing
Zhang, Yanqin
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Dalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R ChinaDalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Zhang, Yanqin
Mu, Tianyang
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Dalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R ChinaDalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Mu, Tianyang
Zhou, Bingzheng
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Dalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R ChinaDalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Zhou, Bingzheng
Li, Lin
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Dalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R ChinaDalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Li, Lin
Fu, Deyuan
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Yangzhou Univ, Northern Jiangsu Peoples Hosp, Dept Thyroid & Breast Surg, Yangzhou 225001, Jiangsu, Peoples R China
Yangzhou Univ, Clin Med Coll, Yangzhou 225001, Jiangsu, Peoples R ChinaDalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Fu, Deyuan
Hu, Xin
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Fudan Univ, Fudan Univ Shanghai Canc Ctr, Dept Breast Surg, Shanghai 200030, Peoples R ChinaDalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Hu, Xin
Xiong, Shunbin
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Dalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
Univ Texas MD Anderson Canc Ctr, Dept Genet, Houston, TX 77030 USADalian Med Univ, Dept Canc Stem Cell, Dalian 116000, Peoples R China
机构:
Queen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
Xiao, Qingzhong
Pepe, Anna E.
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Kings Coll London, British Heart Fdn Ctr, Div Cardiovasc, London SE5 9NU, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
Pepe, Anna E.
Wang, Gang
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Kings Coll London, British Heart Fdn Ctr, Div Cardiovasc, London SE5 9NU, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
Wang, Gang
Luo, Zhenling
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Kings Coll London, British Heart Fdn Ctr, Div Cardiovasc, London SE5 9NU, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
Luo, Zhenling
Zhang, Li
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Zhejiang Univ, Sch Med, Affiliated Hosp 1, Dept Cardiol, Hangzhou 310003, Zhejiang, Peoples R ChinaQueen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
Zhang, Li
Zeng, Lingfang
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Kings Coll London, British Heart Fdn Ctr, Div Cardiovasc, London SE5 9NU, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
Zeng, Lingfang
Zhang, Zhongyi
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Kings Coll London, British Heart Fdn Ctr, Div Cardiovasc, London SE5 9NU, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
Zhang, Zhongyi
Hu, Yanhua
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Kings Coll London, British Heart Fdn Ctr, Div Cardiovasc, London SE5 9NU, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
Hu, Yanhua
Ye, Shu
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机构:Queen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
Ye, Shu
Xu, Qingbo
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Kings Coll London, British Heart Fdn Ctr, Div Cardiovasc, London SE5 9NU, EnglandQueen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, Ctr Clin Pharmacol,John Vane Sci Ctr, London EC1M 6BQ, England
机构:
Henan Normal Univ, Coll Life Sci, Xinxiang 453007, Henan, Peoples R China
Henan Normal Univ, State Key Lab Cultivat Base Cell Differentiat Reg, Xinxiang 453007, Henan, Peoples R China
Henan Normal Univ, Henan Bioengn Key Lab, Xinxiang 453007, Henan, Peoples R China
Luohe Med Coll, Luohe 462002, Henan, Peoples R ChinaHenan Normal Univ, Coll Life Sci, Xinxiang 453007, Henan, Peoples R China
Yin, Li
Chang, Cuifang
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Henan Normal Univ, State Key Lab Cultivat Base Cell Differentiat Reg, Xinxiang 453007, Henan, Peoples R China
Henan Normal Univ, Henan Bioengn Key Lab, Xinxiang 453007, Henan, Peoples R ChinaHenan Normal Univ, Coll Life Sci, Xinxiang 453007, Henan, Peoples R China
Chang, Cuifang
Xu, Cunshuan
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Henan Normal Univ, Coll Life Sci, Xinxiang 453007, Henan, Peoples R China
Henan Normal Univ, State Key Lab Cultivat Base Cell Differentiat Reg, Xinxiang 453007, Henan, Peoples R China
Henan Normal Univ, Henan Bioengn Key Lab, Xinxiang 453007, Henan, Peoples R ChinaHenan Normal Univ, Coll Life Sci, Xinxiang 453007, Henan, Peoples R China
机构:
Hennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Minneapolis Med Res Fdn Inc, Minneapolis, MN USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Hanse, Eric A.
Nelsen, Christopher J.
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Minneapolis Med Res Fdn Inc, Minneapolis, MN USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Nelsen, Christopher J.
Goggin, Melissa M.
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Minneapolis Med Res Fdn Inc, Minneapolis, MN USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Goggin, Melissa M.
Anttila, Chelsea K.
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Minneapolis Med Res Fdn Inc, Minneapolis, MN USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Anttila, Chelsea K.
Mullany, Lisa K.
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Minneapolis Med Res Fdn Inc, Minneapolis, MN USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Mullany, Lisa K.
Berthet, Cyril
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NCI, Mouse Canc Genet Program, Ctr Canc Res, Frederick, MD 21701 USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Berthet, Cyril
Kaldis, Philipp
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NCI, Mouse Canc Genet Program, Ctr Canc Res, Frederick, MD 21701 USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Kaldis, Philipp
Crary, Gretchen S.
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Hennepin Cty Med Ctr, Dept Pathol, Minneapolis, MN 55415 USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Crary, Gretchen S.
Kuriyama, Ryoko
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Univ Minnesota, Dept Genet Cell Biol & Dev, Minneapolis, MN USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Kuriyama, Ryoko
Albrecht, Jeffrey H.
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Hennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA
Minneapolis Med Res Fdn Inc, Minneapolis, MN USAHennepin Cty Med Ctr, Div Gastroenterol, Minneapolis, MN 55415 USA