Literature DB >> 35695521

A Label-Free Segmentation Approach for Intravital Imaging of Mammary Tumor Microenvironment.

Brian M Burkel1, David R Inman1, María Virumbrales-Muñoz2, Erica J Hoffmann1, Suzanne M Ponik3.   

Abstract

The ability to visualize complex and dynamic physiological interactions between numerous cell types and the extracellular matrix (ECM) within a live tumor microenvironment is an important step toward understanding mechanisms that regulate tumor progression. While this can be accomplished through current intravital imaging techniques, it remains challenging due to the heterogeneous nature of tissues and the need for spatial context within the experimental observation. To this end, we have developed an intravital imaging workflow that pairs collagen second harmonic generation imaging, endogenous fluorescence from the metabolic co-factor NAD(P)H, and fluorescence lifetime imaging microscopy (FLIM) as a means to non-invasively compartmentalize the tumor microenvironment into basic domains of the tumor nest, the surrounding stroma or ECM, and the vasculature. This non-invasive protocol details the step-by-step process ranging from the acquisition of time-lapse images of mammary tumor models to post-processing analysis and image segmentation. The primary advantage of this workflow is that it exploits metabolic signatures to contextualize the dynamically changing live tumor microenvironment without the use of exogenous fluorescent labels, making it advantageous for human patient-derived xenograft (PDX) models and future clinical use where extrinsic fluorophores are not readily applicable.

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Year:  2022        PMID: 35695521      PMCID: PMC9327791          DOI: 10.3791/63413

Source DB:  PubMed          Journal:  J Vis Exp        ISSN: 1940-087X            Impact factor:   1.424


  38 in total

1.  Plasma fibronectin promotes lung metastasis by contributions to fibrin clots and tumor cell invasion.

Authors:  Gunjan Malik; Lynn M Knowles; Rajiv Dhir; Shuping Xu; Shuting Yang; Erkki Ruoslahti; Jan Pilch
Journal:  Cancer Res       Date:  2010-05-25       Impact factor: 12.701

2.  Intravital microscopy of dynamic single-cell behavior in mouse mammary tissue.

Authors:  Anne C Rios; Jane E Visvader; Caleb A Dawson; Scott N Mueller; Geoffrey J Lindeman
Journal:  Nat Protoc       Date:  2021-02-24       Impact factor: 13.491

3.  A permanent window for the murine lung enables high-resolution imaging of cancer metastasis.

Authors:  David Entenberg; Sonia Voiculescu; Peng Guo; Lucia Borriello; Yarong Wang; George S Karagiannis; Joan Jones; Francis Baccay; Maja Oktay; John Condeelis
Journal:  Nat Methods       Date:  2017-11-27       Impact factor: 28.547

Review 4.  Transforms and Operators for Directional Bioimage Analysis: A Survey.

Authors:  Zsuzsanna Püspöki; Martin Storath; Daniel Sage; Michael Unser
Journal:  Adv Anat Embryol Cell Biol       Date:  2016       Impact factor: 1.231

5.  A novel bioreactor for combined magnetic resonance spectroscopy and optical imaging of metabolism in 3D cell cultures.

Authors:  Benjamin L Cox; Sarah Erickson-Bhatt; Joseph M Szulczewski; Jayne M Squirrell; Kai D Ludwig; Erin B Macdonald; Robert Swader; Suzanne M Ponik; Kevin W Eliceiri; Sean B Fain
Journal:  Magn Reson Med       Date:  2019-01-16       Impact factor: 4.668

6.  Modeling and integral X-ray, optical, and MRI visualization of multiorgan metastases of orthotopic 4T1 breast carcinoma in BALB/c mice.

Authors:  V P Baklaushev; N F Grinenko; G M Yusubalieva; M A Abakumov; I L Gubskii; S A Cherepanov; I A Kashparov; M S Burenkov; E Z Rabinovich; N V Ivanova; O M Antonova; V P Chekhonin
Journal:  Bull Exp Biol Med       Date:  2015-02-24       Impact factor: 0.804

7.  Intravital imaging of metastatic behavior through a mammary imaging window.

Authors:  Dmitriy Kedrin; Bojana Gligorijevic; Jeffrey Wyckoff; Vladislav V Verkhusha; John Condeelis; Jeffrey E Segall; Jacco van Rheenen
Journal:  Nat Methods       Date:  2008-11-09       Impact factor: 28.547

8.  Matrix stiffness drives epithelial-mesenchymal transition and tumour metastasis through a TWIST1-G3BP2 mechanotransduction pathway.

Authors:  Spencer C Wei; Laurent Fattet; Jeff H Tsai; Yurong Guo; Vincent H Pai; Hannah E Majeski; Albert C Chen; Robert L Sah; Susan S Taylor; Adam J Engler; Jing Yang
Journal:  Nat Cell Biol       Date:  2015-04-20       Impact factor: 28.824

9.  Breast Fibroblasts and ECM Components Modulate Breast Cancer Cell Migration Through the Secretion of MMPs in a 3D Microfluidic Co-Culture Model.

Authors:  Karina M Lugo-Cintrón; Max M Gong; José M Ayuso; Lucas A Tomko; David J Beebe; María Virumbrales-Muñoz; Suzanne M Ponik
Journal:  Cancers (Basel)       Date:  2020-05-06       Impact factor: 6.639

10.  Longitudinal high-resolution imaging through a flexible intravital imaging window.

Authors:  Guillaume Jacquemin; Maria Benavente-Diaz; Samir Djaber; Aurélien Bore; Virginie Dangles-Marie; Didier Surdez; Shahragim Tajbakhsh; Silvia Fre; Bethan Lloyd-Lewis
Journal:  Sci Adv       Date:  2021-06-16       Impact factor: 14.136

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