Evidence map›Paper›PMID 41836251›Full record

ArticleFrontiers in oncology2026

COL11A1 promotes lung adenocarcinoma progression via PI3K/AKT/mTOR pathway: mechanistic insights and development of a COL11A1-related prognostic signature.

Weijie Wu, Yuhang Chen, Chenlu Gong, Yujie Xiao, Caixia Zhang, Chonghua Hao, Xiaoyan Li, Guoyin Li, Xi Zhang

Abstract read
In one paragraph

Article in Frontiers in oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Weijie WuDepartment of Oncology, The Third Xiangya Hospital of Central South University, Central South University, Changsha, China.
Yuhang ChenCollege of Life Science and Agronomy, Zhoukou Normal University, Zhoukou, China.
Chenlu GongCollege of Life Science and Agronomy, Zhoukou Normal University, Zhoukou, China.
Yujie XiaoCollege of Life Science and Agronomy, Zhoukou Normal University, Zhoukou, China.
Caixia ZhangCollege of Life Science and Agronomy, Zhoukou Normal University, Zhoukou, China.
Chonghua HaoDepartment of Clinical Laboratory, Heping Branch, Shanxi Provincial People's Hospital, Taiyuan, China.
Xiaoyan LiDepartment of Clinical Laboratory, Heping Branch, Shanxi Provincial People's Hospital, Taiyuan, China.
Guoyin LiCollege of Life Science and Agronomy, Zhoukou Normal University, Zhoukou, China.
Xi ZhangDepartment of Oncology, The Third Xiangya Hospital of Central South University, Central South University, Changsha, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Lung cancer is the leading cause of cancer-related deaths worldwide. Lung adenocarcinoma (LUAD) accounts for 40% of all lung cancer cases, with a 5-year survival rate of less than 20%. Delayed diagnosis, high recurrence rate, and drug resistance are the main factors contributing to its poor prognosis. Collagen type XI alpha 1 chain (COL11A1) has been shown to promote tumor invasion and metastasis in various malignant tumors; however, its expression regulatory mechanism and biological function in LUAD remain unclear. This study aimed to investigate the effect of COL11A1 on LUAD progression and its underlying molecular mechanism, and to construct a relevant prognostic evaluation model, thereby providing a basis for the diagnosis and treatment of LUAD. Methods: The expression characteristics of COL11A1 were determined through multi-omics analysis of public datasets (TCGA_LUAD, GSE series) and clinical specimens. Western blot, chromatin immunoprecipitation (ChIP), and luciferase reporter gene assays were used to elucidate the regulatory mechanism of COL11A1. COL11A1-related risk score (CRRS) and a nomogram were constructed based on LASSO-Cox regression analysis, followed by validation in multiple cohorts. Results: COL11A1 expression was significantly upregulated in LUAD tissues, and its high expression was closely associated with poor prognosis of LUAD patients, with an area under the receiver operating characteristic curve (AUC) > 0.93. Conclusions: COL11A1 acts as an oncogene in LUAD. Its expression is transcriptionally activated by the transcription factor TWIST, and it exerts pro-tumor effects by activating the PI3K/AKT/mTOR signaling pathway. CRRS and the nomogram provide potential references for prognostic evaluation and precision treatment of LUAD patients.

Indexed as

COL11A1lung adenocarcinoma (LUAD)PI3K/AKT/mTOR signaling pathwayprognostic modeltwist

Identifiers

PMID41836251
PMCPMC12982051

What Socratic holds

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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.