Evidence map›Paper›PMID 32122539›Full record

ArticleMethods in enzymology2020

High-dimensional multiplexed immunohistochemical characterization of immune contexture in human cancers.

Grace Banik, Courtney B Betts, Shannon M Liudahl, Shamilene Sivagnanam, Rie Kawashima, Tiziana Cotechini, William Larson, Jeremy Goecks, Sara I Pai, Daniel R Clayburgh and 2 more

Open access · greenAbstract read
In one paragraph

Article in Methods in enzymology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers.

0numbers the graph read from it
0cells of the map it votes in
63citing papers in PubMed
12.3field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

63 citing papers in PubMed, 91 citations in OpenAlex.

  1. Trial
  2. Safety and Efficacy of Pembrolizumab in Combination with Acalabrutinib in Advanced Head and Neck Squamous Cell Carcinoma: Phase 2 Proof-of-Concept Study.Clinical cancer research : an official journal of the American Association for Cancer Research · 2022
    Trial
  3. Article
  4. Molecular and Immune Landscape of Recurrent and/or Distant Metastatic Squamous Cell Carcinoma of the Head and Neck: An EORTC/IMMUCAN Project.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
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  13. Review
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  15. Multimarker Assessment of B-Cell and Plasma Cell Subsets and Their Prognostic Role in the Colorectal Cancer Microenvironment.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Article
  16. Article
  17. Article
  18. Article
  19. Spatial landscapes of cancers: insights and opportunities.Nature reviews. Clinical oncology · 2024
    Review
  20. Review

3 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 4 institutions in 2 countries.

Grace BanikDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States; Department of Otolaryngology-Head & Neck Surgery, Oregon Health and Science University, Portland, OR, United States.
Courtney B BettsDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States.
Shannon M LiudahlDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States.
Shamilene SivagnanamDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States.
Rie KawashimaDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States.
Tiziana CotechiniDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States.
William LarsonDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States.
Jeremy GoecksComputational Biology Program, Oregon Health and Science University, Portland, OR, United States.
Sara I PaiDivision of Surgical Oncology, Department of Surgery, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, United States.
Daniel R ClayburghDepartment of Otolaryngology-Head & Neck Surgery, Oregon Health and Science University, Portland, OR, United States; Division of Surgical Oncology, Department of Surgery, Massachusetts General Hospital Cancer Center, Harvard Medical School, Boston, MA, United States; Knight Cancer Research Institute, Oregon Health and Science University, Portland, OR, United States; Operative Care Division, Portland Veterans' Affairs Health Care System, Portland, OR, United States.
Takahiro TsujikawaDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States; Department of Otolaryngology-Head & Neck Surgery, Oregon Health and Science University, Portland, OR, United States; Department of Otolaryngology-Head and Neck Surgery, Kyoto Prefectural University of Medicine, Kyoto, Japan.
Lisa M CoussensDepartment of Cell, Developmental & Cancer Biology, Oregon Health and Science University, Portland, OR, United States; Knight Cancer Research Institute, Oregon Health and Science University, Portland, OR, United States. Electronic address: coussenl@ohsu.edu.
Oregon Health & Science University · USKyoto Prefectural University of Medicine · JPMassachusetts General Hospital · USVA Portland Health Care System · US

Funding

Understanding the origins of rapid recurrence of pancreatic cancer after resectionP30CA069533 · NCI · OREGON HEALTH & SCIENCE UNIVERSITY · PI Luiz Eduardo Bertassoni · 1997 to 2026
$60.5M
Oregon Clinical and Translational Research InstituteUL1TR000128 · NCATS · OREGON HEALTH & SCIENCE UNIVERSITY · PI ELLISON, DAVID H · 2012 to 2015
$28.7M
Omic and Multidimensional Spatial Atlas of Metastatic Breast CancerU2CCA233280 · NCI · OREGON HEALTH & SCIENCE UNIVERSITY · PI GOECKS, JEREMY · 2018 to 2023
$9.7M
Strategies to Overcome Immune Resistance in Head and Neck CancersP01CA240239 · NCI · YALE UNIVERSITY · PI PAI, SARA ISABEL · 2019 to 2023
$8.4M
A Federated Galaxy for user-friendly large-scale cancer genomics researchU24CA231877 · NCI · OREGON HEALTH & SCIENCE UNIVERSITY · PI GOECKS, JEREMY, SCHATZ, MICHAEL · 2018 to 2022
$3.9M
NCATS NIH HHS UL1 TR000128NCI NIH HHS P01 CA240239NCI NIH HHS P30 CA069533NCI NIH HHS U24 CA231877NCI NIH HHS U2C CA233280
6 · The paper itself

Abstract

Biomarker assessments of tumor specimens is widely used in cancer research to audit tumor cell intrinsic as well as tumor cell extrinsic features including the diversity of immune, stromal, and mesenchymal cells. To comprehensively and quantitatively audit the tumor-immune microenvironment (TiME), we developed a novel multiplex immunohistochemistry (mIHC) platform and computational image processing workflow using a single formalin-fixed paraffin-embedded (FFPE) tissue section. Herein, we validated this platform using nine matched primary newly diagnosed and recurrent head and neck squamous cell carcinoma (HNSCC) sections sequentially subjected to immunodetection with a panel of 29 antibodies identifying malignant tumor cells, and 17 distinct leukocyte lineages and their functional states. Image cytometric analysis was applied to interpret chromogenic signals from digitally scanned and coregistered light microscopy-based images enabling identification and quantification of individual tumor cells, structural features, immune cell phenotypes and their functional state. In agreement with our previous study via a 12-plex imaging mIHC platform, myeloid-inflamed status in newly diagnosed primary tumors associated with significantly short progression free survival, independent of lymphoid-inflamed status. Spatial distribution of tumor and immune cell lineages in TiME was also examined and revealed statistically significant CD8

Indexed as

Head and Neck NeoplasmsHumansImage Processing, Computer-AssistedImmunohistochemistrySquamous Cell Carcinoma of Head and NeckTumor MicroenvironmentCancer immunologyHistopathologyImmunohistochemistryMultiplex imaging

Identifiers

PMID32122539
PMCPMC7390987
OpenAlexW2955068725

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.