Shuiping Huang

Evaluation of the causal effects of blood lipid levels on gout with summary level GWAS data: two-sample Mendelian randomization and mediation analysis

This paper uses Mendelian randomization and mediation analysis to evaluate the causal effects of blood lipid levels on gout using summary-level GWAS data, finding that HDL and TG influence gout risk through serum urate.

Relationship between birth weight and chronic kidney disease: an integrative analysis of observational studies and causal inference through genetic approaches

This study finds an inverse association between low birth weight and chronic kidney disease in observational studies but no causal link using Mendelian randomization.

Jackknife model averaging prediction methods for complex phenotypes with gene expression levels by integrating external pathway information

This paper introduces JMAP, a model averaging method for genetic risk prediction that integrates pathway information, showing improved accuracy over existing methods in simulations and real cancer datasets.