Marylyn D. Ritchie

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• Proteomic risk score for early prediction of kidney disease progression in individuals with APOL1 high-risk genotypes

  Nature Medicine · 2026-04-15

• DRIVE-KG: Enhancing variant-phenotype association discovery in understudied complex diseases using heterogeneous knowledge graphs

  2025-12-01

• A random-walk-based learning framework to uncover novel gene candidates for Alzheimer’s disease therapy

  2025-12-01

• FRONT MATTER

  2025-12-01

• Author Correction: Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum

  Nature Genetics · 2025-11-28

• Melanocortin-4 Receptor Gene Variants and Weight Change Following Switch to Integrase Inhibitor-Based Antiretroviral Therapy

  Open Forum Infectious Diseases · 2025-11-22

• Integrating polygenic scores with clinical, lifestyle, and social risk factors to improve heart failure risk prediction

  2025-11-16

• Integrative multi‐omics approaches identify molecular pathways and improve Alzheimer's disease risk prediction

  Alzheimer s & Dementia · 2025-11-01 · 5 citations

• Endophenotype Guided Genome-Wide Association Study to Enhance Genetic Risk Prediction of Primary Open-Angle Glaucoma in African Ancestry PopulationsPreprint

  medRxiv · 2025-10-07

• Multimodal Prediction of Primary Open-Angle Glaucoma Using Polygenic Risk Scores and Clinical Features in a High-Risk African Ancestry CohortPreprint

  medRxiv · 2025-09-29

• A novel computational analysis integrating social determinants information from EHR and literature with Alzheimer’s disease biological knowledge through large language models and knowledge graphs

  Innovation in Aging · 2025-09-22 · 2 citations

• CASTER-DTA: equivariant graph neural networks for predicting drug–target affinity

  Briefings in Bioinformatics · 2025-08-31 · 2 citations

• Ascending Aortic Dimensions and Body Size

  JACC. Cardiovascular imaging · 2025-08-22 · 3 citations

• Integrating Imaging-Derived Clinical Endotypes with Plasma Proteomics and External Polygenic Risk Scores Enhances Coronary Microvascular Disease Risk Prediction ^†Preprint

  medRxiv · 2025-08-21 · 1 citations

• DRIVE-KG: Enhancing variant-phenotype association discovery in understudied complex diseases using heterogeneous knowledge graphsPreprint

  medRxiv · 2025-08-21

• Enabling Few-Shot Alzheimer's Disease Diagnosis on Biomarker Data with Tabular LLMsPreprint

  ArXiv.org · 2025-07-31

• A one-shot, lossless algorithm for cross-cohort learning in mixed-outcomes analysis

  Patterns · 2025-07-30

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

  medRxiv · 2025-07-25

• A loss-of-function missense variant in ANGPTL3 exerts protective effects against kidney disease risk

  Atherosclerosis · 2025-07-18

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

  medRxiv · 2025-07-11 · 3 citations