Author

Eppo Bonne Wolvius

Erasmus MCORCID 0000-0002-5159-3497Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:GWAS / association mapping· 3 Organism:human· 3 Assay:GWAS summary statistics· 2 Approach:statistical model· 2 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Fan LiuiD· 2 shared John R. ShafferiD· 2 shared Manfred KayseriD· 2 shared Mary L. MarazitaiD· 2 shared Myoung Keun LeeiD· 2 shared Tamar E. C. NijsteniD· 2 shared Ziyi XiongiD· 2 shared Aino‐Maija ElorantaiD· 1 shared

Activity by Year

2018-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersGenetics

Fan LiuORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

Genetic Insights of Image-Based Traits: Analysis Pipeline for AI-based Phenotyping, Combined-GWAS, and Federated Learning with Application to the Human Face

Xianjing Liu, Ziyi Xiong, Fan Liu, Tamar E. C. Nijsten, Eppo Bonne Wolvius, Manfred Kayser, Gennady V. Roshchupkin

The paper presents a pipeline for analyzing image-based complex traits using AI phenotyping, combined-GWAS, and federated learning, applied to human facial data to identify genetic loci associated with facial shape.

bioRxiv · Aug 3, 2025 · PreprintGenetics

Novel genetic loci affecting facial shape variation in humans

Ziyi Xiong, Gabriela Dankova, Laurence J Howe, Myoung Keun Lee, Pirro G. Hysi, Markus A. de Jong, Gu Zhu, Kaustubh Adhikari, Dan Li, Yi Li, Bo Pan, Eleanor Feingold, Mary L. Marazita, John R. Shaffer, Kerrie McAloney, , Manfred Kayser

This study identifies 24 genetic loci associated with facial shape variation in humans through GWAS and confirms 13 of them in a multi-ethnic cohort.

eLife · Nov 25, 2019Peer-reviewedGenomics

Consortium genome-wide meta-analysis for childhood dental caries traits

Simon J. Haworth, Dmitry Shungin, Justin T. van der Tas, Strahinja Vučić, Carolina Medina‐Gómez, Victor Yakimov, Bjarke Feenstra, John R. Shaffer, Myoung Keun Lee, Marie Standl, Elisabeth Thiering, Carol A. Wang, Klaus Bønnelykke, Johannes Waage, Leon Eyrich Jessen, , Nicholas John Timpson

This paper conducts a consortium-wide GWAS to identify genetic variants associated with childhood dental caries, finding two significant loci but low heritability estimates.

Human Molecular Genetics · Jun 18, 2018Peer-reviewedGenetics