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

Cell Reports · 2017 · Vol. 19(1) · pp. 203–217
Takahiro TsujikawaSushil KumarRohan N. BorkarVahid AzimiGuillaume ThibaultYoung Hwan ChangAriel BalterRie KawashimaGina ChoeDavid SauerEdward El RassiDaniel ClayburghMolly Kulesz‐MartinEric R. LutzLei ZhengElizabeth M. JaffeePatrick LeyshockAdam A. MargolinMotomi MoriJoe W. GrayPaul W. FlintLisa M. Coussens

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<sup>+</sup> 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.

Cancer Immunotherapy and BiomarkersSingle-cell and spatial transcriptomicsImmune cells in cancerTissue microarrayImmune systemImmunohistochemistryMultiplexFOXP3BiomarkerCD8MyeloidPathologyBiology

MeSH terms

AgedAged, 80 and overCarcinoma, Squamous CellFemaleHead and Neck NeoplasmsHumansImage Processing, Computer-AssistedImmunohistochemistryMaleMiddle AgedPrognosisBiomarkers, TumorMonitoring, ImmunologicCohort StudiesStatistics, Nonparametric

Funding

  • U.S. Department of Defense
  • Breast Cancer Research Foundation
  • Lustgarten Foundation
  • Oregon Health and Science University
  • National Institutes of Health
  • Oregon Clinical and Translational Research Institute
  • National Cancer Institute
  • National Center for Advancing Translational Sciences
Citations
593
FWCI
23.43
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35
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100%
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References
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Quantitative Multiplex Immunohistochemistry Reveals Myeloid-Inflamed Tumor-Immune Complexity Associated with Poor Prognosis · Scinovex