Evidence map›Paper›PMID 40386709›Full record

ArticleTranslational lung cancer research2025

Identification and validation of diagnostic alternative splicing events in tumor-educated platelets for non-small cell lung cancer in patients with ground-glass opacity: a multicenter study.

Mengqi Shao, Wanwen Li, Jieming Cao, Li Wang, Shenglong Xie, Yan Hu, Gang Feng, Feredun Azari, Luca Bertolaccini, Wenliang Liu and 1 more

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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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

11 authors.

Mengqi Shao *Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, China.ORCID https://orcid.org/0000-0002-6554-5381
Wanwen Li *Department of Thoracic Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.ORCID https://orcid.org/0009-0003-7272-4673
Jieming CaoDepartment of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, China.
Li WangDepartment of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, China.
Shenglong XieDepartment of Thoracic Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.
Yan HuDepartment of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, China.
Gang FengDepartment of Thoracic Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.
Feredun AzariHeart, Vascular, and Thoracic Institute at the Cleveland Clinic Foundation, Cleveland, OH, USA.
Luca BertolacciniDepartment of Thoracic Surgery, IEO, European Institute of Oncology IRCCS, Milan, Italy.
Wenliang Liu *Department of Thoracic Surgery, The Second Xiangya Hospital, Central South University, Changsha, China.
Bin He *Department of Thoracic Surgery, Sichuan Provincial People's Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The diagnostic potential of tumor-educated platelets (TEPs) across various cancer types has gained increasing recognition; however, the relationship between alternative splicing (AS) events in TEPs and tumor development remains understudied. Early detection of non-small cell lung cancer (NSCLC) in ground-glass opacities (GGOs) is critical for improving patient outcomes, yet current methods lack sufficient accuracy. Our research identified diagnostic-related alternative splicing events (DASEs) in TEPs, revealing several promising biomarkers for NSCLC, specifically in patients presenting with GGOs. Methods: Patients with GGOs from two hospitals were prospectively enrolled [Hospital 1-Platelet (H1-P) and Hospital 2-Tissue (H2-T) in the validation cohort; Hospital 2-Platelet (H2-P) in the test cohort]. Benign/malignant diagnosis of GGOs was confirmed by pathological examination according to the World Health Organization (WHO) classification. TEPs from the H1-P cohort were collected for transcriptome sequencing and AS analysis. Chi-square tests, least absolute shrinkage and selection operator (LASSO) regression analysis, and protein-protein interaction (PPI) network were used for the preliminary screening of DASEs. Pathological tissue from the H2-T cohort was collected to validate the diagnostic efficacy of hub DASEs in NSCLC against the pathological gold standard. Moreover, TEPs from the H2-P cohort were used to assess the predictive performance of hub DASEs for GGOs using receiver operating characteristic (ROC) curves. Decision curve analysis (DCA) was used to determine whether diagnosing NSCLC in the GGOs population via hub DASEs could benefit patients. Results: A total of 285 patients with GGOs were enrolled, including 151 NSCLC and 128 inflammatory nodules confirmed by pathological examination. Thirteen DASEs were screened with the chi-square test and LASSO regression analysis to identify diagnostic TEP AS markers for GGOs NSCLC. The PPI network identified four hub diagnostic-related alternative splice genes (DASGs) ( Conclusions: The specific diagnostic AS events (MXE-32112-

Indexed as

alternative splicing (AS)diagnostic markerground-glass opacities (GGOs)non-small cell lung cancer (NSCLC)Tumor-educated platelets (TEPs)

Identifiers

PMID40386709
PMCPMC12082202

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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 Socratic graph.