Rajat Deo

Short-term, long-term, and genetic determinants of human plasma proteome variability

The paper examines short-term, long-term, and genetic factors influencing human plasma proteome variability using longitudinal cohort data.

Machine learning cross-platform proteomic imputation enables protein quality scoring and replication of epidemiological associations

This paper develops a machine learning framework to impute cross-platform proteomic data, improving replication of epidemiological findings and protein quality scoring.

Protein risk scores enable precise prediction of cardiovascular events in chronic kidney disease patients

This study develops a protein risk score model to predict cardiovascular events in CKD patients, showing better performance than clinical and polygenic risk models.

Large-scale evaluation of proteomic and polygenic risk scores reveals complementary contributions to incident disease prediction

The paper evaluates proteomic and polygenic risk scores for disease prediction, finding proteomic scores outperform polygenic scores in most traits and show temporal responsiveness.

Atrial Fibrillation Genetic Risk Differentiates Cardioembolic Stroke from other Stroke Subtypes

The paper assesses if genetic risk for atrial fibrillation explains cardioembolic stroke risk using genome-wide data from the Stroke Genetics Network.