Process / pipelineBioinformatics / omics
教育研究中的贝叶斯表观基因组全关联研究
贝叶斯表观基因组全关联研究（Bayesian EWAS）扫描基因组上数十万个DNA甲基化位点，以识别与教育结果（如认知能力、学业成就或学校教育期间的社会经济暴露）统计学相关的位点。与经典的频率学派EWAS不同，贝叶斯框架整合了先验的生物学知识来计算关联的后验概率，在应用于复杂的教育表型时能提高功效并减少假阳性发现。
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来源
- Rakyan, V. K., Down, T. A., Balding, D. J., & Beck, S. (2011). Epigenome-wide association studies for common human diseases. Nature Reviews Genetics, 12(8), 529–541. link ↗
- Ligthart, S., Marzi, C., Aslibekyan, S., Mendelson, M. M., Conneely, K. N., Tanaka, T., ... & Dehghan, A. (2016). DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases. Genome Biology, 17(1), 255. link ↗
如何引用本页
ScholarGate. (2026, June 3). Bayesian Epigenome-Wide Association Study Applied to Educational Research Outcomes. ScholarGate. https://scholargate.app/zh/bioinformatics/bayesian-epigenome-wide-association-study-in-educational-research
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