Author

Carol Magalhaes

Northwestern University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Developmental Biology· 1 Synthetic Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

Ashty S. KarimiD· 1 shared Eric Hammarlund· 1 shared Farners AmargantiD· 1 shared Francesca E. DuncaniD· 1 shared Grant M. LandwehriD· 1 shared Jonathan W. BogartiD· 1 shared Michael C. JewettiD· 1 shared Michele T. PritchardiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 13 mutual co-author links

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1 shared paperSynthetic Biology

Ashty S. KarimORCID

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2 papers

Recent·Most cited

Synthetic BiologyNature CommunicationsPeer-reviewedJan 20, 2025

Accelerated enzyme engineering by machine-learning guided cell-free expression

Grant M. Landwehr, Jonathan W. Bogart, Carol Magalhaes…·Michael C. Jewett

The paper develops a machine learning-guided cell-free platform to accelerate enzyme engineering by mapping sequence-function relationships and optimizing enzymes for multiple chemical reactions.

136 citationstop 1%

protein sequencemachine learning (classical)

𝕏 PostBluesky

Developmental BiologyGeroSciencePeer-reviewedSep 16, 2024

Systemic low-dose anti-fibrotic treatment attenuates ovarian aging in the mouse

Farners Amargant, Carol Magalhaes, Michele T. Pritchard, Francesca E. Duncan

This study shows that systemic Pirfenidone treatment reduces ovarian fibrosis and improves ovarian function in aged mice by modulating the fibro-inflammatory microenvironment.

39 citationstop 1%

mousebulk RNA-seq

𝕏 PostBluesky