Evidence map›Paper›PMID 35793873›Full record

ArticleJournal for immunotherapy of cancer2022

Quantitative tissue analysis and role of myeloid cells in non-small cell lung cancer.

Brian S Henick, Franz Villarroel-Espindola, Ila Datar, Miguel F Sanmamed, Jovian Yu, Shruti Desai, Alice Li, Adam Aguirre-Ducler, Konstantinos Syrigos, David L Rimm and 3 more

Open access · goldAbstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
0.7field-weighted citation impact, top 34% 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

10 citing papers in PubMed, 9 citations in OpenAlex.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Review
  9. Review
  10. Article
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

13 authors at 4 institutions in 2 countries.

Brian S HenickMedicine, Columbia University Irving Medical Center, New York, New York, USA.ORCID 0000-0003-2681-0805
Franz Villarroel-EspindolaDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USA.ORCID 0000-0003-0080-2444
Ila DatarDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USA.
Miguel F SanmamedYale Cancer Center, New Haven, Connecticut, USA.
Jovian YuDepartment of Medicine, Yale School of Medicine, New Haven, Connecticut, USA.ORCID 0000-0001-9214-7576
Shruti DesaiYale Cancer Center, New Haven, Connecticut, USA.ORCID 0000-0002-5234-5890
Alice LiDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USA.
Adam Aguirre-DuclerDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USA.
Konstantinos SyrigosSotiria General Hospital, National and Kapodistrian University of Athens, Athens, Athens, Greece.
David L RimmDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USA.ORCID 0000-0001-5820-4397
Lieping ChenYale Cancer Center, New Haven, Connecticut, USA.
Roy S HerbstYale Cancer Center, New Haven, Connecticut, USA.
Kurt A SchalperDepartment of Pathology, Yale School of Medicine, New Haven, Connecticut, USA kurt.schalper@yale.edu.ORCID 0000-0001-5692-4833
Yale University · USYale Cancer Center · USColumbia University Irving Medical Center · USNational and Kapodistrian University of Athens · GR

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Yale SPORE in Lung Cancer (YSILC): The Biology and Personalized Treatment of Lung CancerP50CA196530 · NCI · YALE UNIVERSITY · PI Kurt A Schalper · 2015 to 2026
$31.1M
Quantitative and Spatially-Resolved Analysis of the Tumor Immune Contexture for Optimal Diagnosis and Treatment of Lung CancerR37CA245154 · NCI · YALE UNIVERSITY · PI SCHALPER, KURT A · 2020 to 2025
$2.6M
Understanding the role and clinical potential of dominant immune suppressive myeloid-cell responses in human cancerR01CA262377 · NCI · YALE UNIVERSITY · PI SCHALPER, KURT A · 2021 to 2025
$1.9M
ROLE OF THE HLA ANTIGEN PRESENTING MACHINERY (APM) IN RESISTANCE TO PD-1 AXIS BLOCKADE IN NON-SMALL CELL LUNG CANCERR03CA219603 · NCI · YALE UNIVERSITY · PI FERRONE, SOLDANO, SCHALPER, KURT A · 2019 to 2020
$184k
NCATS NIH HHS UL1 TR001863NCI NIH HHS P50 CA196530NCI NIH HHS R01 CA262377NCI NIH HHS R03 CA219603NCI NIH HHS R37 CA245154
6 · The paper itself

Abstract

backgroundDespite the prominent role of innate immunity in the antitumor response, little is known about the myeloid composition of human non-small cell lung cancer (NSCLC) with respect to histology and molecular subtype. We used multiplexed quantitative immunofluorescence (QIF) to measure the distribution and clinical significance of major myeloid cell subsets in large retrospective NSCLC collections.

methodsWe established a QIF panel to map major myeloid cell subsets in fixed human NSCLC including 4',6-Diamidino-2-Phenylindole for all cells, pancytokeratin for tumor-epithelial cells, CD68 for M1-like macrophages; and CD11b plus HLA-DR to interrogate mature and immature myeloid cell populations such as myeloid derived suppressor cells (MDSCs). We interrogated 793 NSCLCs represented in four tissue microarray-based cohorts: #1 (Yale, n=379) and #2 (Greece, n=230) with diverse NSCLC subtypes; #3 (Yale, n=138) with molecularly annotated lung adenocarcinomas (ADC); and #4 (Yale, n=46) with patient-matched NSCLC and morphologically-normal lung tissue. We examined associations between marker levels, myeloid cell profiles, clinicopathologic/molecular variables and survival.

resultsThe levels of CD68+ M1 like macrophages were significantly lower and the fraction of CD11b+/HLA-DR- MDSC-like cells was prominently higher in tumor than in matched non-tumor lung tissues. HLA-DR was consistently higher in myeloid cells from tumors with elevated CD68 expression. Stromal CD11b was significantly higher in squamous cell carcinomas (SCC) than in ADC across the cohorts and EGFR-mutated lung ADCs displayed lower CD11b levels than KRAS-mutant tumors. Increased stromal CD68- and HLA-DR-expressing cells was associated with better survival in ADCs from two independent NSCLC cohorts. In SCC, increased stromal CD11b or HLA-DR expression was associated with a trend towards shorter 5-year survival.

conclusionsNSCLCs display an unfavorable myeloid immune contexture relative to non-tumor lung and exhibit distinct myeloid-cell profiles across histologies and presence of major oncogenic driver-mutations. Elevated M1-like stromal proinflammatory myeloid cells are prognostic in lung ADC, but not in SCC.

Indexed as

Adenocarcinoma of LungCarcinoma, Non-Small-Cell LungCarcinoma, Squamous CellLung NeoplasmsHLA-DR AntigensHumansMyeloid CellsRetrospective StudiesHLA-DR AntigensBiomarkers, TumorLung NeoplasmsMacrophages

Identifiers

PMID35793873
PMCPMC9260844
OpenAlexW4284895042

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.