Bento: a toolkit for subcellular analysis of spatial transcriptomics data

Author:

Mah Clarence K.,Ahmed Noorsher,Lopez Nicole A.,Lam Dylan C.,Pong Avery,Monell Alexander,Kern Colin,Han Yuanyuan,Prasad Gino,Cesnik Anthony J.,Lundberg Emma,Zhu Quan,Carter Hannah,Yeo Gene W.ORCID

Abstract

AbstractThe spatial organization of molecules in a cell is essential for their functions. While current methods focus on discerning tissue architecture, cell–cell interactions, and spatial expression patterns, they are limited to the multicellular scale. We present Bento, a Python toolkit that takes advantage of single-molecule information to enable spatial analysis at the subcellular scale. Bento ingests molecular coordinates and segmentation boundaries to perform three analyses: defining subcellular domains, annotating localization patterns, and quantifying gene–gene colocalization. We demonstrate MERFISH, seqFISH + , Molecular Cartography, and Xenium datasets. Bento is part of the open-source Scverse ecosystem, enabling integration with other single-cell analysis tools.

Funder

National Institute of Health

National Insitute of Health

National Science Foundation

Chan Zuckerberg Initiative

Knut och Alice Wallenbergs Stiftelse

Publisher

Springer Science and Business Media LLC

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