Literature DB >> 35351966

Reproducible, high-dimensional imaging in archival human tissue by multiplexed ion beam imaging by time-of-flight (MIBI-TOF).

Candace C Liu1, Marc Bosse1, Alex Kong1, Adam Kagel1, Robert Kinders2, Stephen M Hewitt3, Sushama Varma1, Matt van de Rijn1, Stanisław H Nowak4, Sean C Bendall5, Michael Angelo6.   

Abstract

Multiplexed ion beam imaging by time-of-flight (MIBI-TOF) is a form of mass spectrometry imaging that uses metal labeled antibodies and secondary ion mass spectrometry to image dozens of proteins simultaneously in the same tissue section. Working with the National Cancer Institute's (NCI) Cancer Immune Monitoring and Analysis Centers (CIMAC), we undertook a validation study, assessing concordance across a dozen serial sections of a tissue microarray of 21 samples that were independently processed and imaged by MIBI-TOF or single-plex immunohistochemistry (IHC) over 12 days. Pixel-level features were highly concordant across all 16 targets assessed in both staining intensity (R2 = 0.94 ± 0.04) and frequency (R2 = 0.95 ± 0.04). Comparison to digitized, single-plex IHC on adjacent serial sections revealed similar concordance (R2 = 0.85 ± 0.08) as well. Lastly, automated segmentation and clustering of eight cell populations found that cell frequencies between serial sections yielded an average correlation of R2 = 0.94 ± 0.05. Taken together, we demonstrate that MIBI-TOF, with well-vetted reagents and automated analysis, can generate consistent and quantitative annotations of clinically relevant cell states in archival human tissue, and more broadly, present a scalable framework for benchmarking multiplexed IHC approaches.
© 2022. The Author(s), under exclusive licence to United States and Canadian Academy of Pathology.

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Year:  2022        PMID: 35351966     DOI: 10.1038/s41374-022-00778-8

Source DB:  PubMed          Journal:  Lab Invest        ISSN: 0023-6837            Impact factor:   5.662


  2 in total

1.  Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning.

Authors:  Noah F Greenwald; Geneva Miller; Erick Moen; Alex Kong; Adam Kagel; Thomas Dougherty; Christine Camacho Fullaway; Brianna J McIntosh; Ke Xuan Leow; Morgan Sarah Schwartz; Cole Pavelchek; Sunny Cui; Isabella Camplisson; Omer Bar-Tal; Jaiveer Singh; Mara Fong; Gautam Chaudhry; Zion Abraham; Jackson Moseley; Shiri Warshawsky; Erin Soon; Shirley Greenbaum; Tyler Risom; Travis Hollmann; Sean C Bendall; Leeat Keren; William Graf; Michael Angelo; David Van Valen
Journal:  Nat Biotechnol       Date:  2021-11-18       Impact factor: 68.164

2.  Author Correction: The immunoregulatory landscape of human tuberculosis granulomas.

Authors:  Erin F McCaffrey; Michele Donato; Leeat Keren; Zhenghao Chen; Alea Delmastro; Megan B Fitzpatrick; Sanjana Gupta; Noah F Greenwald; Alex Baranski; William Graf; Rashmi Kumar; Marc Bosse; Christine Camacho Fullaway; Pratista K Ramdial; Erna Forgó; Vladimir Jojic; David Van Valen; Smriti Mehra; Shabaana A Khader; Sean C Bendall; Matt van de Rijn; Daniel Kalman; Deepak Kaushal; Robert L Hunter; Niaz Banaei; Adrie J C Steyn; Purvesh Khatri; Michael Angelo
Journal:  Nat Immunol       Date:  2022-05       Impact factor: 25.606

  2 in total
  3 in total

1.  Combined protein and nucleic acid imaging reveals virus-dependent B cell and macrophage immunosuppression of tissue microenvironments.

Authors:  Sizun Jiang; Chi Ngai Chan; Xavier Rovira-Clavé; Han Chen; Yunhao Bai; Bokai Zhu; Erin McCaffrey; Noah F Greenwald; Candace Liu; Graham L Barlow; Jason L Weirather; John Paul Oliveria; Tsuguhisa Nakayama; Ivan T Lee; Matthias S Matter; Anne E Carlisle; Darci Philips; Gustavo Vazquez; Nilanjan Mukherjee; Kathleen Busman-Sahay; Michael Nekorchuk; Margaret Terry; Skyler Younger; Marc Bosse; Janos Demeter; Scott J Rodig; Alexandar Tzankov; Yury Goltsev; David Robert McIlwain; Michael Angelo; Jacob D Estes; Garry P Nolan
Journal:  Immunity       Date:  2022-04-20       Impact factor: 43.474

Review 2.  Opportunities and Challenges in Understanding Atherosclerosis by Human Biospecimen Studies.

Authors:  Maria Elishaev; Chani J Hodonsky; Saikat Kumar B Ghosh; Aloke V Finn; Moritz von Scheidt; Ying Wang
Journal:  Front Cardiovasc Med       Date:  2022-07-07

Review 3.  Role of immunocytochemistry in cervical cancer screening.

Authors:  Vinod B Shidham
Journal:  Cytojournal       Date:  2022-06-14       Impact factor: 2.345

  3 in total

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