Literature DB >> 33768192

Minerva: a light-weight, narrative image browser for multiplexed tissue images.

John Hoffer1, Rumana Rashid1,2,3, Jeremy L Muhlich1, Yu-An Chen1,2, Douglas Peter William Russell4, Juha Ruokonen1, Robert Krueger1,5, Hanspeter Pfister5, Sandro Santagata1,2,3, Peter K Sorger1,2,6.   

Abstract

Advances in highly multiplexed tissue imaging are transforming our understanding of human biology by enabling detection and localization of 10-100 proteins at subcellular resolution (Bodenmiller, 2016). Efforts are now underway to create public atlases of multiplexed images of normal and diseased tissues (Rozenblatt-Rosen et al., 2020). Both research and clinical applications of tissue imaging benefit from recording data from complete specimens so that data on cell state and composition can be studied in the context of overall tissue architecture. As a practical matter, specimen size is limited by the dimensions of microscopy slides (2.5 × 7.5 cm or ~2-8 cm2 of tissue depending on shape). With current microscopy technology, specimens of this size can be imaged at sub-micron resolution across ~60 spectral channels and ~106 cells, resulting in image files of terabyte size. However, the rich detail and multiscale properties of these images pose a substantial computational challenge (Rashid et al., 2020). See Rashid et al. (2020) for an comparison of existing visualization tools targeting these multiplexed tissue images.

Entities:  

Year:  2020        PMID: 33768192      PMCID: PMC7989801          DOI: 10.21105/joss.02579

Source DB:  PubMed          Journal:  J Open Source Softw        ISSN: 2475-9066


  5 in total

Review 1.  A community-based approach to image analysis of cells, tissues and tumors.

Authors:  Juan Carlos Vizcarra; Erik A Burlingame; Clemens B Hug; Yury Goltsev; Brian S White; Darren R Tyson; Artem Sokolov
Journal:  Comput Med Imaging Graph       Date:  2021-11-19       Impact factor: 4.790

Review 2.  Narrative online guides for the interpretation of digital-pathology images and tissue-atlas data.

Authors:  Rumana Rashid; Yu-An Chen; John Hoffer; Jeremy L Muhlich; Jia-Ren Lin; Robert Krueger; Hanspeter Pfister; Richard Mitchell; Sandro Santagata; Peter K Sorger
Journal:  Nat Biomed Eng       Date:  2021-11-08       Impact factor: 29.234

3.  Scope2Screen: Focus+Context Techniques for Pathology Tumor Assessment in Multivariate Image Data.

Authors:  Jared Jessup; Robert Krueger; Simon Warchol; John Hoffer; Jeremy Muhlich; Cecily C Ritch; Giorgio Gaglia; Shannon Coy; Yu-An Chen; Jia-Ren Lin; Sandro Santagata; Peter K Sorger; Hanspeter Pfister
Journal:  IEEE Trans Vis Comput Graph       Date:  2021-12-24       Impact factor: 4.579

4.  Temporal and spatial topography of cell proliferation in cancer.

Authors:  Giorgio Gaglia; Sheheryar Kabraji; Danae Rammos; Yang Dai; Ana Verma; Shu Wang; Caitlin E Mills; Mirra Chung; Johann S Bergholz; Shannon Coy; Jia-Ren Lin; Rinath Jeselsohn; Otto Metzger; Eric P Winer; Deborah A Dillon; Jean J Zhao; Peter K Sorger; Sandro Santagata
Journal:  Nat Cell Biol       Date:  2022-03-15       Impact factor: 28.213

5.  Mistic: An open-source multiplexed image t-SNE viewer.

Authors:  Sandhya Prabhakaran; Chandler Gatenbee; Mark Robertson-Tessi; Jeffrey West; Amer A Beg; Jhanelle Gray; Scott Antonia; Robert A Gatenby; Alexander R A Anderson
Journal:  Patterns (N Y)       Date:  2022-06-02
  5 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.