相关实验视频
Updated: Jun 25, 2025
05:21
Establishment of A Mouse Model of Aqueous Deficiency Dry Eye
Published on: November 1, 2024
562
使用全基因组多基因风险评分模型预测干眼疾病发展风险
Chih-Chien Hsu1,2,3, Hao-Kai Chuang1,2, Yu-Jer Hsiao1,2
1Department of Medical Research, Taipei Veterans General Hospital, Taipei, Taiwan.
Translational vision science & technology
|May 20, 2024
概括
这项研究确定了11个干眼病 (DED) 的遗传风险位点,并开发了多基因风险评分 (PRS) 来预测疾病风险. PRS模型显著改善了风险分层,特别是在考虑环境因素时.
科学领域:
- 遗传学 是一个遗传学.
- 眼科医生 眼科 眼科
- 生物信息学是一种生物信息学.
背景情况:
- 干眼病 (DED) 是一种具有复杂病因的普遍眼表面疾病.
- 遗传因素在DED的发展中发挥着作用,但缺乏全面的遗传风险评估.
研究的目的:
- 对DED进行大规模的全基因组关联研究 (GWAS).
- 为DED风险分层构建一个多基因风险评分 (PRS).
- 调查DED.中的遗传环境相互作用.
主要方法:
- 台湾生物银行 (TWB) 的40,112名汉族个人进行了回顾性病例对照研究.
- 使用PLINK软件进行GWAS分析,然后进行后勤回归.
- 使用聚合和值的PRS模型构建,具有五倍交叉验证.
主要成果:
- 确定了11个独立的DED风险位点,具有全基因组显著性.
- 在PRS模型中,包含了932个 (年轻) 和740个 (老) 基因位点.
- 将共变量集成到PRS模型中提高了预测准确性 (AUROC从~0.51-0.54到~0.60-0.65).
结论:
- 确定了新的DED相关基因,并建立了PRS以改善风险预测.
- 这些发现支持PRS在DED个性化医学中的实用性.
- 这项研究提供了对DED机制和未来治疗策略的见解.
更多相关视频
06:29Comparing Objective Conjunctival Hyperemia Grading and the Ocular Surface Disease Index Score in Dry Eye Syndrome During COVID-19
Published on: May 25, 2022
2.3K
09:37A Phenotyping Regimen for Genetically Modified Mice Used to Study Genes Implicated in Human Diseases of Aging
Published on: July 14, 2016
8.3K
相关概念视频
01:11Genome-wide Association Studies-GWAS
13.3K
Genome-wide association studies or GWAS are used to identify whether common SNPs are associated with certain diseases. Suppose specific SNPs are more frequently observed in individuals with a particular disease than those without the disease. In that case, those SNPs are said to be associated with the disease. Chi-square analysis is performed to check the probability of the allele likely to be associated with the disease.
GWAS does not require the identification of the target gene involved in...
GWAS does not require the identification of the target gene involved in...
13.3K
01:28Human Genetics
559
Human genetics provides a profound framework for understanding the interplay between genetic predispositions and human psychology. At the heart of this discipline lies the study of how genes influence physical traits, behaviors, and susceptibility to diseases. Each person carries a unique genetic code that subtly or significantly shapes their psychological and behavioral landscape.
The complex relationship between genetics and psychology is observable through common biological components such...
The complex relationship between genetics and psychology is observable through common biological components such...
559