Author

C. S. M. Bilynsky

Carnegie Mellon UniversityORCID 0000-0002-7865-195XUnclaimed 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:benchmarking· 1 Research Focus:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:database / resource· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:human· 1

Frequent Co-Authors

Elizabeth C. WayneiD· 2 shared Chloe BrowniD· 1 shared Chris HuynhiD· 1 shared Dasia A. AldarondoiD· 1 shared John R. KitchiniD· 1 shared Leah DickeyiD· 1 shared Melanie A. GaineyiD· 1 shared Sarah YoungiD· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 20 mutual co-author links

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2 shared papersBioengineering

Elizabeth C. WayneORCID

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2 papers

Recent·Most cited

BioengineeringPLoS ONEPeer-reviewedJun 18, 2024

Meta-analysis of macrophage nanoparticle targeting across blood and solid tumors using an eLDA Topic modeling Machine Learning approach

Chloe Brown, C. S. M. Bilynsky, Melanie A. Gainey…·Elizabeth C. Wayne

This study uses topic modeling to analyze nanoparticle targeting of macrophages in tumors over 20 years, identifying 6 topics and trends in nanoparticle usage and therapeutic strategies.

1 citation

machine learning (classical)benchmarking

𝕏 PostBluesky

BioengineeringbioRxivPreprintJun 29, 2023

Nanoparticle endocytosis is driven by monocyte phenotype rather than nanoparticle size under high shear flow conditions

Dasia A. Aldarondo, Chris Huynh, Leah Dickey…·Elizabeth C. Wayne

This study shows that monocyte nanoparticle endocytosis under high shear flow depends on monocyte phenotype rather than nanoparticle size, with ACE2-deficient cells preferring 100nm particles in atherosclerotic conditions.

3 citations

humanexperimental assay

𝕏 PostBluesky