Literature DB >> 28380359

Quantitative Multiplex Immunohistochemistry Reveals Myeloid-Inflamed Tumor-Immune Complexity Associated with Poor Prognosis.

Takahiro Tsujikawa1, Sushil Kumar2, Rohan N Borkar3, Vahid Azimi3, Guillaume Thibault4, Young Hwan Chang5, Ariel Balter6, Rie Kawashima2, Gina Choe2, David Sauer7, Edward El Rassi8, Daniel R Clayburgh9, Molly F Kulesz-Martin10, Eric R Lutz11, Lei Zheng12, Elizabeth M Jaffee13, Patrick Leyshock6, Adam A Margolin14, Motomi Mori15, Joe W Gray16, Paul W Flint9, Lisa M Coussens17.   

Abstract

Here, we describe a multiplexed immunohistochemical platform with computational image processing workflows, including image cytometry, enabling simultaneous evaluation of 12 biomarkers in one formalin-fixed paraffin-embedded tissue section. To validate this platform, we used tissue microarrays containing 38 archival head and neck squamous cell carcinomas and revealed differential immune profiles based on lymphoid and myeloid cell densities, correlating with human papilloma virus status and prognosis. Based on these results, we investigated 24 pancreatic ductal adenocarcinomas from patients who received neoadjuvant GVAX vaccination and revealed that response to therapy correlated with degree of mono-myelocytic cell density and percentages of CD8+ T cells expressing T cell exhaustion markers. These data highlight the utility of in situ immune monitoring for patient stratification and provide digital image processing pipelines to the community for examining immune complexity in precious tissue sections, where phenotype and tissue architecture are preserved to improve biomarker discovery and assessment.
Copyright © 2017 The Author(s). Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  cancer immunology; digital pathology; head and neck cancer; image cytometry; immunohistochemistry; multiplex; pancreatic cancer; tissue biomarker

Mesh:

Substances:

Year:  2017        PMID: 28380359      PMCID: PMC5564306          DOI: 10.1016/j.celrep.2017.03.037

Source DB:  PubMed          Journal:  Cell Rep            Impact factor:   9.423


  34 in total

1.  Comparison of quantification of histochemical staining by hue-saturation-intensity (HSI) transformation and color-deconvolution.

Authors:  Arnout C Ruifrok; Ruth L Katz; Dennis A Johnston
Journal:  Appl Immunohistochem Mol Morphol       Date:  2003-03

2.  Spectral clustering of microarray data elucidates the roles of microenvironment remodeling and immune responses in survival of head and neck squamous cell carcinoma.

Authors:  Johanna K Thurlow; Claudia L Peña Murillo; Keith D Hunter; Francesca M Buffa; Shalini Patiar; Guy Betts; Catharine M L West; Adrian L Harris; Eric K Parkinson; Paul R Harrison; Bradford W Ozanne; Max Partridge; Gabriela Kalna
Journal:  J Clin Oncol       Date:  2010-05-10       Impact factor: 44.544

3.  SIMPLE: a sequential immunoperoxidase labeling and erasing method.

Authors:  George Glass; Jason A Papin; James W Mandell
Journal:  J Histochem Cytochem       Date:  2009-04-13       Impact factor: 2.479

Review 4.  Macrophages and therapeutic resistance in cancer.

Authors:  Brian Ruffell; Lisa M Coussens
Journal:  Cancer Cell       Date:  2015-04-06       Impact factor: 31.743

5.  A novel, simple, reliable, and sensitive method for multiple immunoenzyme staining: use of microwave oven heating to block antibody crossreactivity and retrieve antigens.

Authors:  H Y Lan; W Mu; D J Nikolic-Paterson; R C Atkins
Journal:  J Histochem Cytochem       Date:  1995-01       Impact factor: 2.479

Review 6.  Targeting the PD-1/B7-H1(PD-L1) pathway to activate anti-tumor immunity.

Authors:  Suzanne L Topalian; Charles G Drake; Drew M Pardoll
Journal:  Curr Opin Immunol       Date:  2012-01-09       Impact factor: 7.486

7.  Integrative analysis of head and neck cancer identifies two biologically distinct HPV and three non-HPV subtypes.

Authors:  Michaela K Keck; Zhixiang Zuo; Arun Khattri; Thomas P Stricker; Christopher D Brown; Matin Imanguli; Damian Rieke; Katharina Endhardt; Petra Fang; Johannes Brägelmann; Rebecca DeBoer; Mohamed El-Dinali; Serdal Aktolga; Zhengdeng Lei; Patrick Tan; Steve G Rozen; Ravi Salgia; Ralph R Weichselbaum; Mark W Lingen; Michael D Story; K Kian Ang; Ezra E W Cohen; Kevin P White; Everett E Vokes; Tanguy Y Seiwert
Journal:  Clin Cancer Res       Date:  2014-12-09       Impact factor: 12.531

8.  Intratumoral T cells, recurrence, and survival in epithelial ovarian cancer.

Authors:  Lin Zhang; Jose R Conejo-Garcia; Dionyssios Katsaros; Phyllis A Gimotty; Marco Massobrio; Giorgia Regnani; Antonis Makrigiannakis; Heidi Gray; Katia Schlienger; Michael N Liebman; Stephen C Rubin; George Coukos
Journal:  N Engl J Med       Date:  2003-01-16       Impact factor: 91.245

9.  Progenitor and terminal subsets of CD8+ T cells cooperate to contain chronic viral infection.

Authors:  Michael A Paley; Daniela C Kroy; Pamela M Odorizzi; Jonathan B Johnnidis; Douglas V Dolfi; Burton E Barnett; Elizabeth K Bikoff; Elizabeth J Robertson; Georg M Lauer; Steven L Reiner; E John Wherry
Journal:  Science       Date:  2012-11-30       Impact factor: 47.728

10.  CellProfiler: image analysis software for identifying and quantifying cell phenotypes.

Authors:  Anne E Carpenter; Thouis R Jones; Michael R Lamprecht; Colin Clarke; In Han Kang; Ola Friman; David A Guertin; Joo Han Chang; Robert A Lindquist; Jason Moffat; Polina Golland; David M Sabatini
Journal:  Genome Biol       Date:  2006-10-31       Impact factor: 13.583

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  186 in total

1.  SITC cancer immunotherapy resource document: a compass in the land of biomarker discovery.

Authors:  Siwen Hu-Lieskovan; Srabani Bhaumik; Kavita Dhodapkar; Jean-Charles J B Grivel; Sumati Gupta; Brent A Hanks; Sylvia Janetzki; Thomas O Kleen; Yoshinobu Koguchi; Amanda W Lund; Cristina Maccalli; Yolanda D Mahnke; Ruslan D Novosiadly; Senthamil R Selvan; Tasha Sims; Yingdong Zhao; Holden T Maecker
Journal:  J Immunother Cancer       Date:  2020-12       Impact factor: 13.751

2.  Innate αβ T Cells Mediate Antitumor Immunity by Orchestrating Immunogenic Macrophage Programming.

Authors:  Mautin Hundeyin; Emma Kurz; Ankita Mishra; Juan Andres Kochen Rossi; Shannon M Liudahl; Kenna R Leis; Harshita Mehrotra; Mirhee Kim; Luisana E Torres; Adesola Ogunsakin; Jason Link; Rosalie C Sears; Shamilene Sivagnanam; Jeremy Goecks; K M Sadeq Islam; Igor Dolgalev; Shivraj Savadkar; Wei Wang; Berk Aykut; Joshua Leinwand; Brian Diskin; Salma Adam; Muhammad Israr; Maeliss Gelas; Justin Lish; Kathryn Chin; Mohammad Saad Farooq; Benjamin Wadowski; Jingjing Wu; Suhagi Shah; Dennis O Adeegbe; Smruti Pushalkar; Varshini Vasudevaraja; Deepak Saxena; Kwok-Kin Wong; Lisa M Coussens; George Miller
Journal:  Cancer Discov       Date:  2019-07-02       Impact factor: 39.397

Review 3.  Macrophages: The Road Less Traveled, Changing Anticancer Therapy.

Authors:  Jennifer L Guerriero
Journal:  Trends Mol Med       Date:  2018-04-11       Impact factor: 11.951

Review 4.  Cellular determinants and therapeutic implications of inflammation in pancreatic cancer.

Authors:  Meredith L Stone; Gregory L Beatty
Journal:  Pharmacol Ther       Date:  2019-05-31       Impact factor: 12.310

5.  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

6.  Robust Cell Detection and Segmentation for Image Cytometry Reveal Th17 Cell Heterogeneity.

Authors:  Takahiro Tsujikawa; Guillaume Thibault; Vahid Azimi; Sam Sivagnanam; Grace Banik; Casey Means; Rie Kawashima; Daniel R Clayburgh; Joe W Gray; Lisa M Coussens; Young Hwan Chang
Journal:  Cytometry A       Date:  2019-02-04       Impact factor: 4.355

7.  Dissecting the Stromal Signaling and Regulation of Myeloid Cells and Memory Effector T Cells in Pancreatic Cancer.

Authors:  Alex B Blair; Victoria M Kim; Stephen T Muth; May Tun Saung; Nathalie Lokker; Barbara Blouw; Todd D Armstrong; Elizabeth M Jaffee; Takahiro Tsujikawa; Lisa M Coussens; Jin He; Richard A Burkhart; Christopher L Wolfgang; Lei Zheng
Journal:  Clin Cancer Res       Date:  2019-06-11       Impact factor: 12.531

8.  A CD40 Agonist and PD-1 Antagonist Antibody Reprogram the Microenvironment of Nonimmunogenic Tumors to Allow T-cell-Mediated Anticancer Activity.

Authors:  Hayley S Ma; Bibhav Poudel; Evanthia Roussos Torres; John-William Sidhom; Tara M Robinson; Brian Christmas; Blake Scott; Kayla Cruz; Skylar Woolman; Valerie Z Wall; Todd Armstrong; Elizabeth M Jaffee
Journal:  Cancer Immunol Res       Date:  2019-01-14       Impact factor: 11.151

Review 9.  Not all cancers are created equal: Tissue specificity in cancer genes and pathways.

Authors:  Joy J Bianchi; Xin Zhao; Joseph C Mays; Teresa Davoli
Journal:  Curr Opin Cell Biol       Date:  2020-02-21       Impact factor: 8.382

10.  SHIFT: speedy histopathological-to-immunofluorescent translation of whole slide images using conditional generative adversarial networks.

Authors:  Erik A Burlingame; Adam A Margolin; Joe W Gray; Young Hwan Chang
Journal:  Proc SPIE Int Soc Opt Eng       Date:  2018-03-06
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