Author

Sivakumar Murugadoss

NILUORCID 0000-0001-8414-0569Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Pharmacology & Toxicology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:cell type annotation· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexandra SchaffertiD· 1 shared Birgit MertensiD· 1 shared Gabriele DonzelliiD· 1 shared Martin PaparellaiD· 1 shared Nunzia LinzaloneiD· 1 shared Ronette GehringiD· 1 shared Tom RoosiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 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

1 shared paperPharmacology & Toxicology

Alexandra SchaffertORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Pharmacology & ToxicologyEnvironmental Science & TechnologyPeer-reviewedOct 2, 2026

A Data-Driven Approach for the Development of a Time-informed Adverse Outcome Pathway-network for Cardiotoxicity of Environmental Chemicals

Alexandra Schaffert, Sivakumar Murugadoss, Tom Roos…·Martin Paparella

This paper develops a time-informed Adverse Outcome Pathway (AOP) network for environmental chemical-induced cardiotoxicity using data-driven methods and identifies key processes linking perturbations to cardiac injury.

DOI 10.1021/acs.est.6c00396

statistical modelcell type annotation

𝕏 PostBluesky