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解码心血管风险:分析2型糖尿病和ASCVD基因表达

Youqi Zhang1,2, Liu Ji1,2, Daiwei Yang3

  • 1Department of Cardiology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China.

Frontiers in endocrinology
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概括

动脉样性心血管疾病 (ASCVD) 是2型糖尿病 (T2DM) 中的主要死亡原因. 这项研究确定了ABCC5和WDR7基因以及两种疾病的潜在疗法.

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在 GEO 数据库中.在 NHANES 数据库中,我们可以使用 NHANES 数据库.在WGCNA中,WGCNA是WGCNA.动脉样硬化 动脉样硬化2型糖尿病是什么?

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科学领域:

  • 遗传学和基因组学 遗传学和基因组学
  • 代谢疾病 代谢疾病
  • 心血管健康 心血管健康

背景情况:

  • 动脉样性心血管疾病 (ASCVD) 是2型糖尿病患者 (T2DM) 死亡的主要原因.
  • 在ASCVD和T2DM之间的潜在联系需要进一步调查共享的分子机制.

研究的目的:

  • 使用大规模数据集分析ASCVD和T2DM之间的相互关系.
  • 为了确定共同的遗传因素和分子途径涉及到两个条件.
  • 发现针对T2DM和ASCVD的潜在治疗剂.

主要方法:

  • 利用线性和多变量逻辑回归,威尔科克森测试和斯皮尔曼对应在NHANES数据 (2001-2018) 上.
  • 采用基因表达总体 (GEO) 和权重基因共同表达网络分析 (WGCNA) 来识别共同表达网络.
  • 应用LASSO回归用于枢纽基因识别,随后进行生物信息学分析 (GO,KEGG) 和小分子预测.

主要成果:

  • 受血糖影响的脂质代谢异常,对糖尿病患者中ASCVD的发展至关重要.
  • 确定了ABCC5和WDR7作为与T2DM和ASCVD相关的关键基因.
  • 丰富分析揭示了相互交织的脂质代谢途径和免疫参与这两种疾病.

结论:

  • 已确定ABCC5和WDR7是连接T2DM和ASCVD的新目标基因.
  • 丽塔,ON-01910,多克塞卡尔西费罗尔和托皮拉玛酸作为两种疾病的潜在治疗药物表现有前途.