Evidence map›Paper›PMID 41411922›Full record

ArticleTranslational oncology2026

The stem cell atlas of lung adenocarcinoma: A stemness blueprint for prognosis and immunotherapy success.

Jiacheng Yin, Xing Jin, Zhengyang Hu, Huiqiang Yang, Shuhua Huo, Fenghao Sun, Wei Jiang, Qun Wang, Qihai Sui, Yu Shi and 1 more

Abstract read
In one paragraph

Article in Translational oncology, 2026. 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.

Jiacheng YinDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Xing JinDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Zhengyang HuDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Huiqiang YangDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Shuhua HuoDepartment of Thoracic Surgery, The First Affiliated Hospital of Xinxiang Medical University, Henan 453100, China.
Fenghao SunDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Wei JiangDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Qun WangDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China.
Qihai SuiDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China. Electronic address: qhsui16@fudan.edu.cn.
Yu ShiDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China. Electronic address: shi.yu@zs-hospital.sh.cn.
Zhencong ChenDepartment of Thoracic Surgery, Zhongshan Hospital, Fudan University, Shanghai 200032, China. Electronic address: chen.zhencong@zs-hospital.sh.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cancer stem cells (CSCs) are involved in tumor initiation, metastasis, therapeutic resistance, and heterogeneity of aggressive lung adenocarcinomas (LUADs). Although identification of CSCs through cell surface markers expression defines the CSC compartment, it provides little information on molecular mechanisms underlying the biological behaviors of CSCs. The CSC-driving tumor evolution path is also largely unknown due to technical difficulties. This study aimed to comprehensively depict the landscape of LUAD CSCs at the single-cell and molecular levels. Through flow cytometry and lineage tracing, we reconstructed LUAD CSCs trajectories with patient-derived samples and identified a persistent stem-like population with distinct molecular signatures through all tumor stages. CSC-related pathways, transcription factors (TFs) and metabolic characteristics were differentially expressed along LUAD progression, which revealed that developmental trajectory and tumor heterogeneity were driven by multistep transcriptional reprogramming of CSCs. Moreover, CSCs might promote LUAD progression through the S100A9-pNF-κB axis. We discovered a specific stemness signature with genetic profiles along the tumor progression and significantly correlated with clinical outcomes. Notably, by integrating bulk tumor data from TCGA, molecular clustering based on the CSC stemness signature well-distinguished clinical features and genomic or immune alterations, with the high stemness index group exhibiting reduced immune activity and a tendency towards cold tumors. Overall, our results provided unique perspectives into previously unappreciated molecular dynamics of CSC subpopulations driving LUAD evolution. The stemness signature tailored personalized risk assessment and immunotherapy strategies for individual LUAD patients.

Indexed as

BiomarkerCancer stem cells (CSCs)Lung adenocarcinomaMulti-omicsSingle-cell sequencing

Identifiers

PMID41411922
PMCPMC12813225

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Registered trials

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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.