Evidence map›Paper›PMID 40136462›Full record

ArticleCurrent issues in molecular biology2025

Hepatic Growth Factor as a Potential Biomarker for Lung Adenocarcinoma: A Multimodal Study.

Mengxuan Sun, Yang Yu, Hanci Zhu, Yan Yao, Xintong Zhou, Xue Wang, Yubao Zhang, Xiaowei Xu, Jing Zhuang, Changgang Sun

Abstract read
In one paragraph

Article in Current issues in molecular biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Mengxuan SunCollege of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.
Yang YuState Key Laboratory of Quality Research in Chinese Medicine, Faculty of Chinese Medicine, Macau University of Science and Technology, Avenida Wai Long, Taipa, Macau 999078, China.
Hanci ZhuCollege of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.
Yan YaoCollege of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.
Xintong ZhouCollege of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.
Xue WangCollege of Traditional Chinese Medicine, Shandong Second Medical University, Weifang 261000, China.
Yubao ZhangCollege of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.
Xiaowei XuCollege of Traditional Chinese Medicine, Shandong Second Medical University, Weifang 261000, China.
Jing ZhuangCollege of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.
Changgang SunCollege of First Clinical Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355, China.ORCID 0000-0003-0778-8788

Funding

Shandong Province Natural Science Foundation No. ZR2021LZY015Shandong Province Natural Science Foundation No. ZR2023LZY006
6 · The paper itself

Abstract

(1) Background: Despite previous studies linking inflammatory cytokines to lung adenocarcinoma (LUAD), their causal mechanisms remain unclear. This study aims to explore the causal relationship between inflammatory cytokines and LUAD to fill this knowledge gap. (2) Methods: This study employs a comprehensive approach, integrating Mendelian randomization (MR) analysis, single-cell RNA sequencing (scRNA-seq), and transcriptomic sequencing (RNA-seq) data to investigate the relationship between inflammatory cytokines and LUAD. (3) Results: In forward MR analysis, elevated levels of hepatocyte growth factor (HGF), interleukin-1 receptor antagonist (IL-1RA), IL-5, monocyte chemoattractant protein-3, and monokine induced by interferon-γ were causally associated with an increased risk of LUAD. In reverse MR analysis, LUAD exhibited a positive causal relationship with the levels of regulated upon activation normal T cell expressed and secreted factor (RANTES) and stromal cell-derived factor-1α. The scRNA-seq data further identified specific cell populations that may influence LUAD onset and progression through the expression of particular inflammatory genes and intercellular communication. RNA-seq data analysis highlighted the role of the HGF gene in LUAD diagnosis, demonstrating its strong correlation with patient prognosis and immune cell infiltration within the tumor microenvironment. (4) Conclusions: The findings reveal a causal relationship between inflammatory cytokines and LUAD, with HGF emerging as a potential biomarker of significant clinical relevance. This study provides new insights into the molecular mechanisms underlying LUAD and lays the foundation for future therapeutic strategies.

Indexed as

HGFinflammatory factorslung adenocarcinomaMendelian randomizationtranscriptome sequencing

Identifiers

PMID40136462
PMCPMC11941628

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