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High expression of IL4I1 is correlated with poor prognosis and immune infiltration in thyroid cancer
Liying Zhu1, Jun Wang2, Jia'an Hu3
1Department of Geratology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, No.197 Ruijin 2nd Road, Shanghai, 200025, China.
Background:
Thyroid cancer-related deaths mostly result from metastasis. It was reported that the immunometabolism associated enzyme interleukin-4-induced-1 (IL4I1) was related to tumor metastasis. The present study was intended to investigate the effects of IL4I1 on thyroid cancer metastasis and its relationship with the prognosis.
Methods:
Data from Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) were analyzed to find out the different mRNA expressions of IL4I1 between thyroid cancer and normal tissues. And Human Protein Atlas (HPA) was used to assess IL4I1 protein expression. To further differentiate thyroid cancer from normal tissues and estimate the impact of IL4I1 on the prognosis, the receiver operating characteristic curve (ROC) and Kaplan-Meier (KM) method was performed. The protein-protein interaction (PPI) network was established using STRING, and functional enrichment analyses were conducted by "clusterProfiler" package. Then, we assayed the correlation between IL4I1 and some related molecules. The relationship between IL4I1 and immune infiltration was performed using "Gene Set Variation Analysis (GSVA)" package in TCGA and tumor-immune system interaction database (TISIDB). Finally, we did in vitro experiments in order to further prove the bioeffects of IL4I1 on metastasis.
Results:
The expression of IL4I1 mRNA and IL4I1 protein was significantly upregulated in thyroid cancer tissues. The increment of IL4I1 mRNA expression was related to high-grade malignancy, lymph node metastases and extrathyroidal extension. The ROC curve displayed the cutoff value of 0.782, with the sensitivity of 77.5% and the specificity of 77.8%. KM survival analysis showed that there was a worse PFS in patients with high IL4I1 expression than those with low IL4I1 expression (p = 0.013). Further study indicated that IL4I1 was associated with lactate, body fluid secretion, positive regulation of T cell differentiation, and cellular response to nutrients in Gene Ontology (GO) analysis. Moreover, IL4I1 was found correlated with immune infiltration. Finally, the in vitro experiments revealed the promotion of IL4I1 on cancer cell proliferation, migration and invasion.
Conclusions:
The increased IL4I1 expression is markedly correlated with the immune imbalance in the tumor microenvironment (TME) and predicts poor survival in thyroid cancer. This study reveals the potential clinical biomarker of poor prognosis and the target of immune therapy in thyroid cancer.
Insights
Increased interleukin-4-induced-1 (IL4I1) expression in thyroid cancer correlates with metastasis and poor prognosis. IL4I1 may serve as a biomarker for predicting survival and a target for immunotherapy.
Area of Science:
- Oncology
- Immunology
- Molecular Biology
Background:
- Thyroid cancer mortality is often linked to metastasis.
- The enzyme interleukin-4-induced-1 (IL4I1) has been implicated in tumor metastasis.
Purpose of the Study:
- To investigate the role of IL4I1 in thyroid cancer metastasis.
- To explore the relationship between IL4I1 and patient prognosis.
Main Methods:
- Analysis of TCGA and GEO datasets for IL4I1 mRNA expression.
- Assessment of IL4I1 protein expression using HPA.
- ROC and Kaplan-Meier analyses for diagnostic and prognostic value.
- PPI network construction, functional enrichment, and immune infiltration analysis.
- In vitro experiments to confirm IL4I1's bioeffects.
Main Results:
- IL4I1 mRNA and protein expression were significantly upregulated in thyroid cancer.
- Higher IL4I1 expression correlated with advanced malignancy, lymph node metastasis, and extrathyroidal extension.
- IL4I1 expression predicted worse progression-free survival (PFS).
- IL4I1 was associated with immune infiltration and promoted cancer cell proliferation, migration, and invasion in vitro.
Conclusions:
- Elevated IL4I1 expression is linked to immune imbalance in the tumor microenvironment (TME).
- IL4I1 serves as a potential biomarker for poor prognosis in thyroid cancer.
- IL4I1 represents a potential therapeutic target for thyroid cancer immunotherapy.
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