使用网络科学工具对2型糖尿病研究的环境风险因素的概述
Xia Cao1,2, Huixin Yu1, Yu Quan1,3
1Department of Data Center, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China.
Digital health
|August 8, 2024
概括
环境因素显著影响2型糖尿病风险. 网络科学揭示了生活方式,空气污染 (PM2.5) 和化学物质 (PCB,POP) 与疾病发展和并发症之间的关键联系.
科学领域:
- 环境健康 环境健康
- 流行病学 流行病学
- 网络科学 网络科学
背景情况:
- 缺乏对影响2型糖尿病病因的环境因素的全面了解.
- 现有研究需要更深入地了解环境风险因素的复杂相互作用.
研究的目的:
- 利用网络科学工具来分析环境因素和2型糖尿病的研究趋势和知识结构.
- 通过绘制影响因素之间的复杂关系,为2型糖尿病的病因提供一个新的视角.
主要方法:
- 在科学网络数据库中对2012-2024年出版物的图书识别分析.
- 使用Gephi,Tableau和R Studio进行并发分析,以确定知识结构和协作模式.
- 使用SciMAT进行主题进化分析,以追踪研究趋势并确定焦点热点.
主要成果:
- 与2型糖尿病的环境因素相关的出版物和主题的持续增加.
- 生活方式因素 (饮食,营养,数字行为) 和环境暴露 (PM2.5,污染物) 是关键研究领域.
- 确定了研究轨迹,包括氧化应激 - 空气污染物,代谢综合征和化学污染物 - 肥胖.
结论:
- 数字行为为2型糖尿病的预防和管理提供了新的途径.
- PM2.5和与氧化应激和微血管并发症有关.
- 化学污染物 (PCB,POP) 破坏内分泌功能,增加糖尿病风险,需要进一步研究环境因素和长期结果.
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