Evidence map›Paper›PMID 41790896›Full record

ArticleScience advances2026

Epithelial plasticity shapes intratumoral heterogeneity and cell lineages in early-stage lung cancer.

Yangjie Xiong, Xiaofang Wang, Kai Yan, Ning Xin, Weiqing Li, Zhengwei Zhang, Yumei Cheng, Chunling Zeng, Yuxiang Luo, Xiaoxiao Liu and 11 more

Abstract read
In one paragraph

Article in Science advances, 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. Review
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

21 authors.

Yangjie XiongShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0000-0001-8531-6319
Xiaofang WangShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0000-0001-9381-0413
Kai YanDepartment of Thoracic Surgery, Changzheng Hospital, Shanghai 200003, China.ORCID 0009-0000-6760-2223
Ning XinDepartment of Thoracic Surgery, PLA 960th Hospital, Jinan 250031, Shandong, China.ORCID 0000-0002-7348-7919
Weiqing LiDepartment of Pathology, Changzheng Hospital, Shanghai 200003, China.
Zhengwei ZhangDepartment of Pathology, Changzheng Hospital, Shanghai 200003, China.
Yumei ChengShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0000-0003-4697-3599
Chunling ZengShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0000-0003-2575-5613
Yuxiang LuoShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
Xiaoxiao LiuShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
Xiaojing LuShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
Xinhui YanShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
Haoqi LanShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
Tanwen WuShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
Yue DongShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
Xu LinDepartment of Pathology, Changzheng Hospital, Shanghai 200003, China.
Ying LiDepartment of Pathology, Changzheng Hospital, Shanghai 200003, China.
Xiaona JiaShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0000-0001-9823-9658
Simin WangShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0000-0001-6135-7546
Hua TangDepartment of Thoracic Surgery, Changzheng Hospital, Shanghai 200003, China.ORCID 0000-0002-7132-960X
Yuexiang WangShanghai Institute of Nutrition and Health, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Shanghai 200031, China.ORCID 0000-0003-3229-5467

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Intratumoral heterogeneity (ITH) has been investigated primarily in locally advanced or metastatic cancer; however, much less is known about ITH in early-stage cancer, and the origins of ITH are poorly understood. Through single-cell and spatial transcriptomics of early-stage ground-glass opacity (GGO)-like lung adenocarcinoma (LUAD) (14 patients; 103,375 cells), we systematically define tumor states and demonstrate that pervasive transcriptional ITH exists in early-stage LUAD. Lineage diversification through epithelial plasticity, via a shift to less differentiated states and transdifferentiation, underlies a critical dimension of early ITH in lung cancer. We further reveal that decreased differentiation serves as a pathognomonic feature of malignant transformation and predicts poor prognosis. Notably, we identified a unique transitional state during AT2-to-AT1 transdifferentiation with activated tumor-suppressive pathways/genes. Integrative analysis of scRNA-seq, CUT&Tag, and bulk RNA-seq reveals that KLF4 and JDP2 are key transcription factors that reprogram LUAD into transitional state and inhibit progression. These findings elucidate ITH mechanisms in early-stage cancer and propose epithelial plasticity-targeted therapies.

Indexed as

Adenocarcinoma of LungCell LineageCell PlasticityGenetic HeterogeneityLung NeoplasmsAnimalsCell Line, TumorCell TransdifferentiationGene Expression ProfilingGene Expression Regulation, NeoplasticHumansKruppel-Like Factor 4Kruppel-Like Transcription FactorsNeoplasm StagingSingle-Cell Gene Expression AnalysisKLF4 protein, humanKruppel-Like Factor 4Kruppel-Like Transcription Factors

Identifiers

PMID41790896
PMCPMC12965311

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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.