Qing Tian

The paper constructs a multi-ancestry methylome atlas of purified monocytes, identifies population-specific methylation quantitative trait loci, and performs methylome-wide association studies for 41 traits, revealing novel associations for type 2 diabetes.

The paper develops M2AE, a multi-task multi-view model to impute blood SCFA levels using gut metagenomic data, dietary features, and host characteristics, showing improved performance over existing methods.

omicsMIC benchmarks 28 imputation methods for mass spectrometry-based omics data, enabling researchers to evaluate and select methods based on real-time visualizations.