Evidence map›Paper›PMID 40835684›Full record

ArticleNPJ precision oncology2025

APOE-high myeloid cells are uniquely associated with metastatic intrathoracic lymph nodes obtained by EBUS-TBNA in primary lung cancer.

Seung-Jae Kim, Minhyung Kim, Ki-Hyun Kim, Jacob D Eccles, Bumseo Baek, Catherine Dell, Kevin Haas, Christopher M Kapp, Christian Ascoli, Sungyong You and 1 more

Abstract read
In one paragraph

Article in NPJ precision oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

1 citing paper in PubMed.

  1. 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

11 authors.

Seung-Jae Kim *Division of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.
Minhyung Kim *Departments of Urology and Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
Ki-Hyun KimDivision of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.
Jacob D EcclesDivision of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.
Bumseo BaekDivision of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.
Catherine DellJesse Brown Veterans Affairs Medical Center, Chicago, IL, USA.
Kevin HaasDivision of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.
Christopher M KappDivision of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.
Christian AscoliDivision of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA.
Sungyong YouDepartments of Urology and Computational Biomedicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA. Sungyong.You@cshs.org.
Gye Young ParkDivision of Pulmonary, Critical Care, Sleep and Allergy, Department of Medicine, University of Illinois at Chicago, Chicago, IL, USA. parkgy@uic.edu.

Funding

Institutional Career DevelopmentKL2TR002002 · NCATS · UNIVERSITY OF ILLINOIS AT CHICAGO · PI PHILLIPS, SHANE A · 2016 to 2024
$6.8M
Mechanism of CX3CR1+ macrophage-mediated resolution of eosinophilic allergic lung inflammationR01HL153170 · NHLBI · UNIVERSITY OF ILLINOIS AT CHICAGO · PI PARK, GYE YOUNG · 2021 to 2025
$2.9M
Immunoregulatory Role of Conventional Dendritic Cell Type 2 in Allergic Lung InflammationR01HL173152 · NHLBI · UNIVERSITY OF ILLINOIS AT CHICAGO · PI Gye Young Park · 2025 to 2026
$1.5M
BLRD VA I01 BX004981NCATS NIH HHS KL2 TR002002NHLBI NIH HHS R01 HL153170NHLBI NIH HHS R01 HL173152NIH HHS R01- HL153170University of Illinois at Chicago KL2-TR002002US Department of Veterans Affairs Merit Review Award I01-BX004981
6 · The paper itself

Abstract

The draining lymph node (LN) is the most frequent and often first site of cancer metastasis. Although endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) is frequently performed as a standard practice in lung cancer diagnosis and staging, its diagnostic accuracy remains modest, primarily due to the minuscule sample size of needle aspirates. With the advent of single-cell technologies, we comprehensively analyzed the immune cell repertoire in a series of EBUS-TBNA samples. Intrathoracic LN samples from 18 subjects with pathologically confirmed metastasis and four controls without evidence of metastasis were compared using single-cell RNA sequencing and mass cytometry analyses. We found that immune cell composition and gene expression patterns differed markedly between metastatic and control LNs. In particular, metastatic LNs contained relatively more APOE-high myeloid cells, with the latter exhibiting significant transcriptional derangement and a powerful intercellular interaction signature. Additionally, CD8 T cells in metastatic LNs demonstrated a unique exhausted phenotype. In conclusion, immune cell phenotypes and gene expression patterns from EBUS-TBNA samples can be leveraged to advance our understanding of cancer immunology and may have independent diagnostic value when malignant cells fail to be identified on histopathology.

Identifiers

PMID40835684
PMCPMC12368159

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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.