Author

M. B. Gerstein

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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Biophysics· 1 Cell Biology· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Research Focus:cell signaling & trafficking· 1 Research Focus:cell type annotation· 1 Research Focus:chromatin & epigenetic regulation· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Approach:large language model· 1 Research Focus:protein folding & dynamics· 1

Frequent Co-Authors

C. Amaya· 1 shared C. J. Cameron· 1 shared C. Schlieker· 1 shared M. Frank· 1 shared M. Jensen· 1 shared P. Ni· 1 shared S. C. Devarkar· 1 shared Y. Xiong· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 13 mutual co-author links

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1 shared paperCell Biology

C. Amaya

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2 papers

Recent·Most cited

Leveraging a large language model to predict protein phase transition: a physical, multiscale and interpretable approach

M. Frank, P. Ni, M. Jensen, M. B. Gerstein

This paper fine-tunes a large language model to predict protein phase transitions from sequence data and shows its utility in assessing sequence variants' effects on aggregation and droplet formation.

bioRxiv · Nov 21, 2023 · PreprintBiophysics

Nodal modulator is required to sustain endoplasmic reticulum morphology

C. Amaya, C. J. Cameron, S. C. Devarkar, M. B. Gerstein, Y. Xiong, C. Schlieker

This study identifies NOMO1 as an ER-shaping protein, showing its role in maintaining ER morphology and its interaction with known ER-shaping proteins.

bioRxiv · Jan 28, 2021Cell Biology