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人工智能衍生的视网膜年龄差距作为女性生殖衰老的标志物
Hanpei Miao1, Sian Liu2,3, Zehua Wang4
1The Tenth Affiliated Hospital, The First School of Clinical Medicine, Southern Medical University, Dongguan, 523059, China.
NPJ digital medicine
|June 16, 2025
概括
视网膜年龄差距是一种新的生物标志物,显示了跟踪女性生殖衰老的潜力. 这项研究发现,视网膜中较大的年龄差距与较低的抗米勒尔激素 (AMH) 水平之间存在联系,这表明早期的衰老.
科学领域:
- 眼科医生 眼科 眼科
- 生殖内分泌学 生殖内分泌学
- 生物标志物发现发现
背景情况:
- 女性的生殖衰老与生育能力下降,疾病风险增加和全身衰老有关.
- 视网膜年龄差,定义为预测的视网膜年龄和时间年龄之间的差异,被作为一个新的指标来探索.
研究的目的:
- 研究视网膜年龄差异作为生殖衰老的非侵入性生物标志物.
- 检查视网膜年龄差距与抗米勒尔激素 (AMH) 水平之间的关联,这是卵巢储备的关键标志物.
主要方法:
- 基于Swin-Transformer的双通道转移学习模型的开发.
- 分析了1294名健康妇女的数据,将视网膜年龄差距与AMH水平相关联.
- 整合全基因组关联研究数据用于多式模式建模.
主要成果:
- 在视网膜年龄差距和AMH水平之间发现了显著的负相关性,特别是在40-50岁的女性中.
- 较低的AMH水平与更早的生殖衰老里程碑相关.
- 使用遗传数据的多式模式建模增强了AMH预测.
结论:
- 视网膜年龄差异是评估女性生殖衰老的有希望的非侵入性生物标志物.
- 这种生物标志物可能有助于预测疾病风险,并为个性化健康干预提供信息.
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