Evidence map›Paper›PMID 41246257›Full record

ArticleChinese journal of cancer research = Chung-kuo yen cheng yen chiu2025

Molecular subtypes and prognostic signature rooted in disulfidptosis highlight tumor microenvironment in lung adenocarcinoma.

Wei Xia, Jiwei Liu, Ruo Chen, Junjie Feng, Lei Wu, Yize Wang, Xiaokun Wang, Chenghu Song, Wenjun Mao

Abstract read
In one paragraph

Article in Chinese journal of cancer research = Chung-kuo yen cheng yen chiu, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers.

0numbers the graph read from it
0cells of the map it votes in
50citing 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

50 citing papers in PubMed.

  1. Article
  2. Article
  3. Disulfidptosis: molecular mechanisms and therapeutic targets.Signal transduction and targeted therapy · 2026
    Review
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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

9 authors.

Wei Xia *Department of Intensive Care Unit, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi 214023, China.
Jiwei Liu *Department of Thoracic Surgery, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi 214023, China.
Ruo Chen *Department of Thoracic Surgery, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi 214023, China.
Junjie FengDepartment of Thoracic Surgery, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi 214023, China.
Lei WuDepartment of Thoracic Surgery, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi 214023, China.
Yize WangDepartment of Thoracic Surgery, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi 214023, China.
Xiaokun WangDepartment of Thoracic Surgery, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi 214023, China.
Chenghu SongDepartment of Thoracic Surgery, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi 214023, China.
Wenjun MaoDepartment of Thoracic Surgery, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi People's Hospital, Wuxi Medical Center, Nanjing Medical University, Wuxi 214023, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: A highly aggressive and lethal malignancy, characterized by its heterogeneity, lung adenocarcinoma (LUAD) presents significant challenges in prognosis and treatment. Disulfidptosis, a newly identified form of regulated cell death, offers novel insights into cancer progression, yet its role in LUAD remains poorly understood. Methods: We identified disulfidptosis-related genes (DRGs) from prior studies and analyzed their interactions and functional enrichment. Molecular subtypes were identified through consensus clustering based on DRG expression, and a prognostic DRG signature was developed using multivariate Cox regression analysis. A nomogram integrating clinical variables was developed to predict survival. Comprehensive analyses, including single-cell RNA sequencing, immune infiltration, and drug sensitivity, were validated using clinical specimens, LUAD cell lines, Western blotting (WB) and immunohistochemistry (IHC). Results: A total of 16 DRGs were identified, classifying LUAD patients into three distinct subtypes with differential survival and immune profiles. A 4-gene signature ( Conclusions: This research highlights the essential role of DRGs in modulating the tumor microenvironment, influencing therapeutic response, and determining the prognosis of LUAD. The risk model and nomogram, derived from DRG expression, offer robust tools for survival prediction and personalized treatment stratification, facilitating the development of disulfidptosis-targeted therapeutic strategies.

Indexed as

Disulfidptosislung adenocarcinomanomogramprognostic signaturetumor microenvironment

Identifiers

PMID41246257
PMCPMC12614471

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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.