Evidence map›Paper›PMID 41469334›Full record

ArticleClinical and translational medicine2026

Single-nucleus RNA sequencing reveals the distinct heterogeneity of primary pulmonary sarcomas (PPS) and pulmonary sarcomatoid carcinoma (PSC).

Jianfei Zhu, Yanlu Xiong, Shouzheng Ma, Jun Wei, Jiakuan Chen, Wenchen Wang, Qianqian Duan, Qin Zhang, Dongsheng Chen, Wanglong Deng and 2 more

Abstract read
In one paragraph

Article in Clinical and translational medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

12 authors.

Jianfei ZhuDepartment of Thoracic Surgery, The Second Affiliated Hospital, Air Force Medical University, Xi'an, China.
Yanlu XiongDepartment of Thoracic Surgery, The Second Affiliated Hospital, Air Force Medical University, Xi'an, China.
Shouzheng MaDepartment of Thoracic Surgery, The Second Affiliated Hospital, Air Force Medical University, Xi'an, China.
Jun WeiDepartment of Thoracic Surgery, Air Force 986th Hospital, Air Force Medical University, Xi'an, China.
Jiakuan ChenDepartment of Thoracic Surgery, The Second Affiliated Hospital, Air Force Medical University, Xi'an, China.
Wenchen WangDepartment of Thoracic Surgery, The Second Affiliated Hospital, Air Force Medical University, Xi'an, China.
Qianqian DuanThe State Key Laboratory of Neurology and Oncology Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, China.
Qin ZhangThe State Key Laboratory of Neurology and Oncology Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, China.
Dongsheng ChenThe State Key Laboratory of Neurology and Oncology Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, China.
Wanglong DengThe State Key Laboratory of Neurology and Oncology Drug Development, Jiangsu Simcere Diagnostics Co., Ltd, Nanjing, China.
Tao JiangDepartment of Thoracic Surgery, The Second Affiliated Hospital, Air Force Medical University, Xi'an, China.
Jie LeiDepartment of Thoracic Surgery, The Second Affiliated Hospital, Air Force Medical University, Xi'an, China.

Funding

Natural Science Foundation of Shaanxi Province 2024JC-YBMS-738Natural Science Foundation of Shaanxi Province 2024JC-YBMS-773The Basic Scientific Research Business Project of Xi'an Jiaotong University xzy012023125
6 · The paper itself

Abstract

backgroundPrimary pulmonary sarcomas (PPS) and pulmonary sarcomatoid carcinoma (PSC) are rare and aggressive diseases that pose significant diagnostic challenges, requiring extensive sampling and comprehensive evaluation. To date, the single-cell characteristics and distinctions between these two conditions have not been thoroughly investigated.

methodsIn this study, we employed single-nucleus RNA sequencing (snRNA-seq) to characterise the cellular heterogeneity of PSC and PPS. Our analysis included 20 PSC samples, seven PPS samples and two non-malignant control samples obtained from adjacent normal tissue.

resultsOur results revealed that the majority of cells in PSC were of epithelial origin, while fibroblasts predominated in PPS. Specifically, AT2 cells, a major source of epithelial cells in PSC, underwent malignant transformation primarily through epithelial-mesenchymal transition, suggesting AT2 cells may serve as the origin of PSC. High Mobility Group AT-Hook 2 (HMGA2) expression was elevated in malignant AT2 cells of PSC and correlated with an unfavourable prognosis. Moreover, MET-mutated patients have a significantly higher expression level of HMGA2 (p < .001). In PPS, fibroblasts constituted the majority, only lipofibroblasts exhibited malignant features. A direct comparison between PSC and PPS lipofibroblasts revealed largely similar expression profiles, with the exception of an enrichment in DNA repair pathways specifically observed in PPS lipofibroblasts.

conclusionThese findings provide novel insights of PSC and PPS at the single-cell level. KEY POINTS: Distinct Cellular Origins: PSC arises primarily from epithelial (AT2) cells via EMT, whereas PPS is predominantly fibroblast-derived. Prognostic Driver HMGA2: Elevated HMGA2 in malignant AT2 cells correlates with poor prognosis and is significantly higher in MET-mutated PSC. Pathway Divergence in Malignant Cells: Malignant lipofibroblasts in PPS share a similar profile with PSC but uniquely enrich DNA repair pathways.

Indexed as

Lung NeoplasmsSarcomaAdultAgedEpithelial-Mesenchymal TransitionFemaleHMGA2 ProteinHumansMaleMiddle AgedSequence Analysis, RNASingle-Cell AnalysisHMGA2 Proteinprimary pulmonary sarcomaspulmonary sarcomatoid carcinomasingle‐nucleus RNA sequencingTME

Identifiers

PMID41469334
PMCPMC12753329

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.