Elucidating the role of SHROOM4 in non-small cell lung cancer: expression patterns, clinical correlations, and

Yuqi Zhang1, Rong Qiang1, Mengyang Ding2

  • 1Center of Medical Genetics, Northwest Women's and Children's Hospital, Xi'an, Shaanxi, China.

Frontiers in Immunology
|January 23, 2026
PubMed
Abstract

Insights

SHROOM4 protein is downregulated in non-small cell lung cancer (NSCLC), particularly lung squamous cell carcinoma (LUSC). Its expression correlates with poorer outcomes and impacts the tumor microenvironment, suggesting potential as a diagnostic and therapeutic target.

Area of Science:

  • Oncology
  • Molecular Biology
  • Bioinformatics

Background:

  • Lung cancer is a leading cause of cancer mortality globally, with non-small cell lung cancer (NSCLC) being the most prevalent subtype.
  • The protein SHROOM4, involved in cytoskeletal organization and signaling, has not been thoroughly investigated in the context of NSCLC.

Purpose of the Study:

  • To investigate the expression of SHROOM4 in NSCLC using bioinformatics analysis.
  • To explore the relationship between SHROOM4 expression, clinical outcomes, and potential mechanisms in lung cancer.
  • To validate SHROOM4 mRNA and protein levels in lung squamous cell carcinoma (LUSC) tissues.

Main Methods:

  • Bioinformatic analysis of public databases to assess SHROOM4 expression and clinical correlations.
  • Validation of SHROOM4 mRNA and protein expression in LUSC tissues versus normal tissues.
  • Single-cell RNA sequencing and differential expression analysis to identify cellular localization and associated pathways.

Main Results:

  • SHROOM4 expression was significantly downregulated in lung cancer, especially LUSC, demonstrating high diagnostic capability.
  • Higher SHROOM4 levels correlated with worse clinical outcomes, including reduced survival and advanced disease stages.
  • SHROOM4 expression in stromal cells is linked to angiogenesis and Wnt/Beta-Catenin pathways, co-expresses with PTPN13/CACNA1C, and positively correlates with immune infiltration in NSCLC.

Conclusions:

  • SHROOM4 exhibits potential as an anticancer target for diagnosis and therapy, particularly in LUSC.
  • SHROOM4 may influence NSCLC progression by modulating the tumor microenvironment.
  • Further research is required to fully elucidate SHROOM4's role and clinical utility in lung cancer.

Related Concept Videos

Cell Potential and Free Energy02:58

Cell Potential and Free Energy

Thermodynamics of a Redox Reaction
Thermodynamics is the branch of physics dealing with the relationship between heat and other forms of energy. In an electrochemical cell, chemical energy is converted into electrical energy.
Thus, a link can be predicted between cell potential, free energy change, and the equilibrium constant for the reaction. Cell potential can also be measured as the oxidant or the reducing strength, and similar acid-base strength measures are reflected in equilibrium...
46.3K
Correlations02:20

Correlations

Correlation means that there is a relationship between two or more variables (such as ice cream consumption and crime), but this relationship does not necessarily imply cause and effect. When two variables are correlated, it simply means that as one variable changes, so does the other. We can measure correlation by calculating a statistic known as a correlation coefficient. A correlation coefficient is a number from -1 to +1 that indicates the strength and direction of the relationship between...
35.8K
Correlation and Causation01:27

Correlation and Causation

Statistical tests can calculate whether there is a relationship, or correlation, between independent and dependent variables. An indirect relationship of the variables signifies a correlation, while a direct relationship shows causation. If it is determined that no connection exists between the variables, then the correlation is a coincidence.
Correlation versus Causation
If the dependent variable increases or decreases when the independent variable increases, there is a positive or negative...
42.3K
Cell Specific Gene Expression01:58

Cell Specific Gene Expression

Multicellular organisms contain a variety of structurally and functionally distinct cell types, but the DNA in all the cells originated from the same parent cells. The differences in the cells can be attributed to the differential gene expression. Liver cells, whose functions include detoxification of blood, production of bile to metabolize fats, and synthesis of proteins essential for metabolism, must express a specific set of genes to perform their functions. Gene expression also varies with...
16.3K
Lung Capacity01:47

Lung Capacity

The air in the lungs is measured in volumes and capacities. Lung volume measures reflect the amount of air taken in, released, or left over after a lung function, like a single inhalation. Lung capacity measures are sums of two or more lung volume measures.
56.2K
Chromatin Position Affects Gene Expression02:35

Chromatin Position Affects Gene Expression

Chromatin is the massive complex of DNA and proteins packaged inside the nucleus. The complexity of chromatin folding and how it is packaged inside the nucleus greatly influences  access to genetic information. Generally, the nucleus' periphery is considered transcriptionally repressive, while the cell's interior is considered a transcriptionally active area. 
Topologically Associated Domains (TADs)
The 3-dimensional positioning of chromatin in the nucleus influences the...
24.7K