Ryan L. Collins

Career Trajectory

Research Cluster Map

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

• Diverse mediators of cancer predisposition uncovered by germline whole genome sequencing of unexplained familial cancers

  medRxiv · 2026-05-13

• Abstract 6278: Unraveling the missing heritability of unexplained familial cancers with germline genome sequencing.

  Cancer Research · 2026-04-03

• Deleterious coding variation associated with autism is shared across ancestries

  Nature Medicine · 2026-03-30

• Simulation and empirical evaluation of biologically-informed neural network performance

  Repository for Publications and Research Data (ETH Zurich) · 2026-03-15

• Simulation and empirical evaluation of biologically-informed neural network performance

  Machine Learning with Applications · 2026-02-28

• Simulation and empirical evaluation of biologically-informed neural network performancePreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2025-11-14

• Exploring penetrance of clinically relevant variants in over 800,000 humans from the Genome Aggregation Database

  Nature Communications · 2025-10-31 · 11 citations

• The tissue specificity of cancer genesPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2025-09-21 · 1 citations

• Aberrant recursive splicing in a human disease locusPreprint

  bioRxiv (Cold Spring Harbor Laboratory) · 2025-08-15

• Functional consequences of genetic risk for neuropsychiatric conditions at chr22qPreprint

  medRxiv · 2025-07-07 · 1 citations

• The network response to Egf is tissue-specific

  iScience · 2025-03-04

• Diversity and consequences of structural variation in the human genome

  Nature Reviews Genetics · 2025-01-21 · 45 citations

• Rare germline structural variants increase risk for pediatric solid tumors

  Science · 2025-01-02 · 18 citations