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Integrative structural modelling and visualisation of a cellular organelle

Ludovic Autin, Brett A. Barbaro, Andrew I. Jewett, Axel Ekman, Shruti Verma, Arthur J. Olson, David S. Goodsell

2022QRB Discovery26 citationsDOIOpen Access PDF

Abstract

Models of insulin secretory vesicles from pancreatic beta cells have been created using the cellPACK suite of tools to research, curate, construct and visualise the current state of knowledge. The model integrates experimental information from proteomics, structural biology, cryoelectron microscopy and X-ray tomography, and is used to generate models of mature and immature vesicles. A new method was developed to generate a confidence score that reconciles inconsistencies between three available proteomes using expert annotations of cellular localisation. The models are used to simulate soft X-ray tomograms, allowing quantification of features that are observed in experimental tomograms, and in turn, allowing interpretation of X-ray tomograms at the molecular level.

Topics & Concepts

Construct (python library)ProteomeVisualizationComputer scienceOrganelleComputational biologyProteomicsArtificial intelligenceBioinformaticsBiologyBiological systemCell biologyBiochemistryProgramming languageGenePancreatic function and diabetesGlycosylation and Glycoproteins ResearchCellular transport and secretion
Integrative structural modelling and visualisation of a cellular organelle | Litcius