Author

Adelle C.F. Coster

UNSW SydneyORCID 0000-0002-5572-6832Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Organism:mouse· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Cynthia Corley MastickiD· 1 shared Di YuiD· 1 shared Guangxin Su· 1 shared Hanchen Wang· 1 shared Irina Romenskaia· 1 shared Marc Ronald WilkinsiD· 1 shared Pablo F. CañeteiD· 1 shared Wenjie ZhangiD· 1 shared

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2024-2025 · peak 1/yr

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10 top collaborators · 29 mutual co-author links

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1 shared paperBiochemistry

Cynthia Corley MastickORCID

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2 papers

Recent·Most cited

GLUT4 translocation with insulin: revisiting the case for dose-dependent quantal release

Irina Romenskaia, Cynthia Corley Mastick, Adelle C.F. Coster

This study models GLUT4 trafficking in 3T3-L1 adipocytes under varying insulin concentrations, finding that submaximal insulin increases both the cycling pool size and exocytosis rate.

bioRxiv · Apr 11, 2025 · PreprintBiochemistry

Inferring gene regulatory networks by hypergraph variational autoencoder

Guangxin Su, Hanchen Wang, Ying Zhang, Adelle C.F. Coster, Marc Ronald Wilkins, Pablo F. Cañete, Di Yu, Yang Yang, Wenjie Zhang

This paper introduces HyperG-VAE, a Bayesian deep generative model for GRN inference using scRNA-seq data, showing effectiveness in clustering, visualization, and revealing gene regulation patterns.

bioRxiv · Apr 1, 2024 · PreprintBioinformatics