Author

Steven L. M. Christiansen

Brigham Young UniversityORCID 0000-0003-0168-4881Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Anders R. NelsoniD· 1 shared Antoni GandíaiD· 1 shared Jeffrey J. SaucermaniD· 1 shared Kristen M. NaegleiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 3 mutual co-author links

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1 shared paperSystems Biology

Anders R. NelsonORCID

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2 papers

Recent·Most cited

MicrobiologybioRxivPreprintApr 21, 2025

Low-cost DIY bioreactor system for educational and research applications: an accessible off-the-shelf bubble column concept

Antoni Gandía, Steven L. M. Christiansen

This paper introduces a low-cost DIY bioreactor system using standard fittings and sensors for microbial cultivation, offering an affordable alternative to commercial bioreactors.

2 citations

experimental assay

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Systems BiologyProceedings of the National Academy of SciencesPeer-reviewedJan 24, 2024

Logic-based mechanistic machine learning on high-content images reveals how drugs differentially regulate cardiac fibroblasts

Anders R. Nelson, Steven L. M. Christiansen, Kristen M. Naegle, Jeffrey J. Saucerman

The paper uses high-content imaging and a new computational model to predict how drugs affect cardiac fibroblast phenotype and identify potential therapeutic mechanisms.

19 citationstop 3%

humanimaging

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