Evidence map›Paper›PMID 41099999›Full record

ArticleApoptosis : an international journal on programmed cell death2025

Deciphering macrophage heterogeneity and factors driving M2 polarization in lung adenocarcinoma through single-cell RNA sequencing.

Meiling Sheng, Beiwei Yu, Qunzhi Wang, Yuanchao Xiao, Ming Ling, Xiaoming Wu

Abstract read
PubMed Publisher
In one paragraph

Article in Apoptosis : an international journal on programmed cell death, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Meiling Sheng *Department of Respiratory and Critical Care Medicine, Jinhua Hospital Affiliated to Wenzhou Medical University, Jinhua, 321000, Zhejiang Province, China.
Beiwei Yu *Department of Clinical Laboratory, Jinhua Hospital Affiliated to Wenzhou Medical University, Jinhua, 321000, Zhejiang Province, China.
Qunzhi WangDepartment of Respiratory and Critical Care Medicine, Jinhua Hospital Affiliated to Wenzhou Medical University, Jinhua, 321000, Zhejiang Province, China.
Yuanchao XiaoDepartment of Respiratory and Critical Care Medicine, Jinhua Hospital Affiliated to Wenzhou Medical University, Jinhua, 321000, Zhejiang Province, China.
Ming LingJinhua Institute for Food and Drug Control, Jinhua, 321000, Zhejiang Province, China.
Xiaoming WuInterventional Department, Jinhua Hospital Affiliated to Wenzhou Medical University, No. 267 Danxi East Road, Jinhua, 321000, Zhejiang Province, China. Wxmmiyfj@163.com.

Funding

Science and Technology Bureau of Jinhua City, Zhejiang Province, major topics of social development 2023-3-071
6 · The paper itself

Abstract

Immune checkpoint inhibitors (ICIs) have shown promise in enhancing non-small cell lung cancer (NSCLC) patient prognoses, but their effectiveness is contingent upon the specific tumor microenvironment (TME). In this research, we examined the heterogeneity and plasticity of tumor-associated macrophages in lung adenocarcinoma (LUAD) using single-cell sequencing data GSE207422, identifying genes that may influence their polarization. We identified a positive correlation between BCAT1 expression in immune-resistant patient tissues and M2 macrophage infiltration. Pseudo-temporal analysis revealed a significant overlap between BCAT1 expression dynamics and the trajectory of macrophage M2 polarization. Evidence from both in vitro and in vivo studies indicated that BCAT1 might foster an immunosuppressive environment by driving M2 macrophage polarization, which could account for the aggressive spread of LUAD and suboptimal responses to immunotherapy. Overall, our findings flagged BCAT1-high-expressing macrophages as a suppressive element in the TME, hinting that targeting BCAT1 could shift macrophage polarization and enhance patient outcomes.

Indexed as

Adenocarcinoma of LungLung NeoplasmsMacrophagesTumor-Associated MacrophagesAnimalsCell Line, TumorGene Expression Regulation, NeoplasticHumansMiceSequence Analysis, RNASingle-Cell AnalysisTumor MicroenvironmentBCAT1Lung adenocarcinomaMacrophage M2 polarizationSingle-cell sequencing

Identifiers

What OpenQuestion holds

Textmetadata
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.