Author

Gudmundur Magnusson

ETH ZurichORCID 0009-0007-7411-4296Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:E. coli· 1 Assay:GWAS summary statistics· 1 Organism:human· 1 Research Focus:protein structure prediction· 1 Assay:proteomics· 1

Frequent Co-Authors

Pedro BeltrãoiD· 2 shared Anna PagottoiD· 1 shared Antonio RosatoiD· 1 shared Claudia AndreiniiD· 1 shared Cosimo CiofaloiD· 1 shared Dennis GankiniD· 1 shared Diederik S. Laman TripiD· 1 shared Eliane ZuegeriD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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2 shared papersGenetics

Pedro BeltrãoORCID

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2 papers

Recent·Most cited

GeneticsbioRxivPreprintJan 28, 2026

Unifying the genetic landscape of common and rare diseases via latent neighborhoods

Diederik S. Laman Trip, Ellen Aarts, Gudmundur Magnusson…·Pedro Beltrão

This paper develops a deep-learning method to unify genetic evidence from common and rare diseases by integrating diverse data sources and identifying shared genetic mechanisms.

1 citation

humanGWAS summary statistics

𝕏 PostBluesky

Systems BiologybioRxivPreprintNov 10, 2025

Systematic structural and functional analysis of metal-binding sites in native proteomes

Jan-Philipp Quast, Anna Pagotto, Ryan J. Separovich…·Paola Picotti

This study systematically maps metal-binding sites in E. coli using Metal-LiP, identifies 424 candidate metal-binding proteins, and suggests functional roles for metal binding.

DOI 10.1101/2025.11.10.687516

E. coliproteomics

𝕏 PostBluesky