Evidence map›Paper›PMID 40673088›Full record

ArticleTranslational lung cancer research2025

Radiographic ground-glass nodules predict less aggressive features and favorable immune landscapes in early lung adenocarcinoma and its precursors.

Runzhe Chen, Mingdian Wang, Qi Quan, Dijian Shen, Qiong Li, Xiujiao Shen, Xuan Li, Ming Chen

Abstract read
In one paragraph

Article in Translational lung cancer research, 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

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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

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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

8 authors.

Runzhe Chen *Department of Radiation Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
Mingdian Wang *Department of Pathology, Zhongshan Hospital, Fudan University, Shanghai, China.
Qi Quan *Very Important Person (VIP) Department, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
Dijian ShenDepartment of Thoracic Oncology Surgery, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, China.
Qiong LiDepartment of Radiology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
Xiujiao ShenDepartment of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
Xuan LiDepartment of Radiation Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.
Ming ChenDepartment of Radiation Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Collaborative Innovation Center for Cancer Medicine, Sun Yat-sen University Cancer Center, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Lung adenocarcinoma (LUAD) remains the leading cause of cancer-related deaths globally, often due to late-stage diagnosis. Advancements in computed tomography (CT) have revolutionized the detection of indeterminate pulmonary nodules (IPNs), spanning benign lesions to early-stage LUAD. We aimed to understand early lung carcinogenesis and identify clinicopathological and immune features that may influence patient prognosis. Methods: This study retrospectively integrates clinical, radiographic, pathological, and immune data from 174 patients with resected pulmonary nodules, including atypical adenomatous hyperplasia (AAH, n=19), adenocarcinoma in situ (AIS, n=50), minimally invasive adenocarcinoma (MIA, n=40), and stage I invasive adenocarcinoma (ADC, n=65). Results: Among 174 resected nodules, ground-glass nodules (GGNs) were observed in 54.6% of all cases. Early-stage ADCs exhibited the lowest proportion of GGNs compared to AAH, AIS, and MIA, respectively (AAH: 52.6%; AIS: 86.0%; MIA: 72.5%; ADC: 20.0%; P<0.001). Well differentiated ADCs were significantly associated with lower rates of pleural traction (6.7%) and lymphovascular invasion (0%) compared to poorly differentiated ADCs (pleural traction: 36.4%, lymphovascular invasion: 18.2%). Immune profiling showed a progressive decline in CD8 Conclusions: These insights deepen our understanding of early lung carcinogenesis and offer potential pathways for prognostic stratification and personalized care for patients presenting with IPNs during CT screening.

Indexed as

early detectionground-glass nodule (GGN)immune profilingIndeterminate pulmonary nodule (IPN)lung adenocarcinoma (LUAD)

Identifiers

PMID40673088
PMCPMC12261250

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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.