Literature DB >> 33376221

IBEX: A versatile multiplex optical imaging approach for deep phenotyping and spatial analysis of cells in complex tissues.

Andrea J Radtke1, Evelyn Kandov2,3, Bradley Lowekamp4, Emily Speranza2,5, Colin J Chu2, Anita Gola2,6, Nishant Thakur2, Rochelle Shih2,6, Li Yao7, Ziv Rafael Yaniv4, Rebecca T Beuschel8, Juraj Kabat9, Joshua Croteau10, Jeremy Davis11, Jonathan M Hernandez11, Ronald N Germain1,2.   

Abstract

The diverse composition of mammalian tissues poses challenges for understanding the cell-cell interactions required for organ homeostasis and how spatial relationships are perturbed during disease. Existing methods such as single-cell genomics, lacking a spatial context, and traditional immunofluorescence, capturing only two to six molecular features, cannot resolve these issues. Imaging technologies have been developed to address these problems, but each possesses limitations that constrain widespread use. Here we report a method that overcomes major impediments to highly multiplex tissue imaging. "Iterative bleaching extends multiplexity" (IBEX) uses an iterative staining and chemical bleaching method to enable high-resolution imaging of >65 parameters in the same tissue section without physical degradation. IBEX can be employed with various types of conventional microscopes and permits use of both commercially available and user-generated antibodies in an "open" system to allow easy adjustment of staining panels based on ongoing marker discovery efforts. We show how IBEX can also be used with amplified staining methods for imaging strongly fixed tissues with limited epitope retention and with oligonucleotide-based staining, allowing potential cross-referencing between flow cytometry, cellular indexing of transcriptomes and epitopes by sequencing, and IBEX analysis of the same tissue. To facilitate data processing, we provide an open-source platform for automated registration of iterative images. IBEX thus represents a technology that can be rapidly integrated into most current laboratory workflows to achieve high-content imaging to reveal the complex cellular landscape of diverse organs and tissues.

Entities:  

Keywords:  high-dimensional imaging; immune system; immunofluorescence; quantitative microscopy; tissue immunity

Mesh:

Substances:

Year:  2020        PMID: 33376221      PMCID: PMC7776876          DOI: 10.1073/pnas.2018488117

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   12.779


  45 in total

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Authors:  Walter Schubert
Journal:  Adv Biochem Eng Biotechnol       Date:  2003       Impact factor: 2.635

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Authors:  Walter Schubert; Bernd Bonnekoh; Ansgar J Pommer; Lars Philipsen; Raik Böckelmann; Yanina Malykh; Harald Gollnick; Manuela Friedenberger; Marcus Bode; Andreas W M Dress
Journal:  Nat Biotechnol       Date:  2006-10-01       Impact factor: 54.908

3.  Multiplex, quantitative cellular analysis in large tissue volumes with clearing-enhanced 3D microscopy (Ce3D).

Authors:  Weizhe Li; Ronald N Germain; Michael Y Gerner
Journal:  Proc Natl Acad Sci U S A       Date:  2017-08-14       Impact factor: 11.205

4.  Flow cytometric analysis of macrophages and dendritic cell subsets in the mouse lung.

Authors:  Alexander V Misharin; Luisa Morales-Nebreda; Gökhan M Mutlu; G R Scott Budinger; Harris Perlman
Journal:  Am J Respir Cell Mol Biol       Date:  2013-10       Impact factor: 6.914

5.  Innate and adaptive lymphocytes sequentially shape the gut microbiota and lipid metabolism.

Authors:  Kairui Mao; Antonio P Baptista; Samira Tamoutounour; Lenan Zhuang; Nicolas Bouladoux; Andrew J Martins; Yuefeng Huang; Michael Y Gerner; Yasmine Belkaid; Ronald N Germain
Journal:  Nature       Date:  2018-01-22       Impact factor: 49.962

Review 6.  ilastik: interactive machine learning for (bio)image analysis.

Authors:  Stuart Berg; Dominik Kutra; Thorben Kroeger; Christoph N Straehle; Bernhard X Kausler; Carsten Haubold; Martin Schiegg; Janez Ales; Thorsten Beier; Markus Rudy; Kemal Eren; Jaime I Cervantes; Buote Xu; Fynn Beuttenmueller; Adrian Wolny; Chong Zhang; Ullrich Koethe; Fred A Hamprecht; Anna Kreshuk
Journal:  Nat Methods       Date:  2019-09-30       Impact factor: 28.547

7.  Follicular CD8 T cells accumulate in HIV infection and can kill infected cells in vitro via bispecific antibodies.

Authors:  Constantinos Petrovas; Sara Ferrando-Martinez; Michael Y Gerner; Joseph P Casazza; Amarendra Pegu; Claire Deleage; Arik Cooper; Jason Hataye; Sarah Andrews; David Ambrozak; Perla M Del Río Estrada; Eli Boritz; Robert Paris; Eirini Moysi; Kristin L Boswell; Ezequiel Ruiz-Mateos; Ilias Vagios; Manuel Leal; Yuria Ablanedo-Terrazas; Amaranta Rivero; Luz Alicia Gonzalez-Hernandez; Adrian B McDermott; Susan Moir; Gustavo Reyes-Terán; Fernando Docobo; Giuseppe Pantaleo; Daniel C Douek; Michael R Betts; Jacob D Estes; Ronald N Germain; John R Mascola; Richard A Koup
Journal:  Sci Transl Med       Date:  2017-01-18       Impact factor: 17.956

8.  Data-Driven Phenotypic Dissection of AML Reveals Progenitor-like Cells that Correlate with Prognosis.

Authors:  Jacob H Levine; Erin F Simonds; Sean C Bendall; Kara L Davis; El-ad D Amir; Michelle D Tadmor; Oren Litvin; Harris G Fienberg; Astraea Jager; Eli R Zunder; Rachel Finck; Amanda L Gedman; Ina Radtke; James R Downing; Dana Pe'er; Garry P Nolan
Journal:  Cell       Date:  2015-06-18       Impact factor: 41.582

9.  Multiplexed ion beam imaging of human breast tumors.

Authors:  Michael Angelo; Sean C Bendall; Rachel Finck; Matthew B Hale; Chuck Hitzman; Alexander D Borowsky; Richard M Levenson; John B Lowe; Scot D Liu; Shuchun Zhao; Yasodha Natkunam; Garry P Nolan
Journal:  Nat Med       Date:  2014-03-02       Impact factor: 53.440

10.  Validation of multiplex immunofluorescence panels using multispectral microscopy for immune-profiling of formalin-fixed and paraffin-embedded human tumor tissues.

Authors:  Edwin R Parra; Naohiro Uraoka; Mei Jiang; Pamela Cook; Don Gibbons; Marie-Andrée Forget; Chantale Bernatchez; Cara Haymaker; Ignacio I Wistuba; Jaime Rodriguez-Canales
Journal:  Sci Rep       Date:  2017-10-17       Impact factor: 4.379

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  19 in total

Review 1.  IBEX: an iterative immunolabeling and chemical bleaching method for high-content imaging of diverse tissues.

Authors:  Andrea J Radtke; Colin J Chu; Ziv Yaniv; Li Yao; James Marr; Rebecca T Beuschel; Hiroshi Ichise; Anita Gola; Juraj Kabat; Bradley Lowekamp; Emily Speranza; Joshua Croteau; Nishant Thakur; Danny Jonigk; Jeremy L Davis; Jonathan M Hernandez; Ronald N Germain
Journal:  Nat Protoc       Date:  2022-01-12       Impact factor: 13.491

Review 2.  The emerging landscape of spatial profiling technologies.

Authors:  Jeffrey R Moffitt; Emma Lundberg; Holger Heyn
Journal:  Nat Rev Genet       Date:  2022-07-20       Impact factor: 59.581

3.  Spatiotemporal multiplexed immunofluorescence imaging of living cells and tissues with bioorthogonal cycling of fluorescent probes.

Authors:  Jina Ko; Martin Wilkovitsch; Juhyun Oh; Rainer H Kohler; Evangelia Bolli; Mikael J Pittet; Claudio Vinegoni; David B Sykes; Hannes Mikula; Ralph Weissleder; Jonathan C T Carlson
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Review 4.  Imaging viral infection in vivo to gain unique perspectives on cellular antiviral immunity.

Authors:  Sophia M Vrba; Heather D Hickman
Journal:  Immunol Rev       Date:  2021-11-18       Impact factor: 10.983

Review 5.  Spatial mapping of protein composition and tissue organization: a primer for multiplexed antibody-based imaging.

Authors:  John W Hickey; Elizabeth K Neumann; Andrea J Radtke; Jeannie M Camarillo; Rebecca T Beuschel; Alexandre Albanese; Elizabeth McDonough; Julia Hatler; Anne E Wiblin; Jeremy Fisher; Josh Croteau; Eliza C Small; Anup Sood; Richard M Caprioli; R Michael Angelo; Garry P Nolan; Kwanghun Chung; Stephen M Hewitt; Ronald N Germain; Jeffrey M Spraggins; Emma Lundberg; Michael P Snyder; Neil L Kelleher; Sinem K Saka
Journal:  Nat Methods       Date:  2021-11-22       Impact factor: 47.990

Review 6.  Intravital and high-content multiplex imaging of the immune system.

Authors:  Jyh Liang Hor; Ronald N Germain
Journal:  Trends Cell Biol       Date:  2021-12-14       Impact factor: 21.167

Review 7.  Artificial Intelligence and Cellular Segmentation in Tissue Microscopy Images.

Authors:  Madeleine S Durkee; Rebecca Abraham; Marcus R Clark; Maryellen L Giger
Journal:  Am J Pathol       Date:  2021-06-12       Impact factor: 5.770

8.  A New Protocol of Computer-Assisted Image Analysis Highlights the Presence of Hemocytes in the Regenerating Cephalic Tentacles of Adult Pomacea canaliculata.

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Review 9.  Quantitative Assessment of Experimental Ocular Inflammatory Disease.

Authors:  Lydia J Bradley; Amy Ward; Madeleine C Y Hsue; Jian Liu; David A Copland; Andrew D Dick; Lindsay B Nicholson
Journal:  Front Immunol       Date:  2021-06-18       Impact factor: 7.561

Review 10.  Dive into Single, Seek Out Multiple: Probing Cancer Metastases via Single-Cell Sequencing and Imaging Techniques.

Authors:  Shang Su; Xiaohong Li
Journal:  Cancers (Basel)       Date:  2021-03-03       Impact factor: 6.639

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