Upregulation of GZMK, TREM2, and OR4D10 as Prognostic Biomarkers in Thyroid Cancer: A Pan-Cancer and TCGA Data Analysis

The study of gene anomalies linked to thyroid cancer is gaining more and more attention, and these molecular indicators can offer scholarly support for thyroid cancer diagnosis, therapy selection, and prognosis. Genotype-tissue expression pan-cancer data and The Cancer Genome Atlas (TCGA) were used to investigate the expression of <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i>. In order to assess the relationship between <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i> expression and patient outcome, TCGA clinical survival data were used. We used the clusterProfiler R software tool to conduct enrichment analysis of <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i>. Moreover, TCGA database analysis was used to assess the relationship between immune cell infiltration and <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i> expression. <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i> were strongly expressed in several kinds of malignancies including thyroid cancer. Gene sets related to proliferation that are involved in leukocyte cell-cell adhesion and mononuclear cell differentiation were significantly correlated with high expression of <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i>. Additional investigation revealed a correlation between high T cell and DC (dendritic cell) infiltration scores and high expression of <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i>. According to our research, <i>OR4D10</i>, <i>TREM2</i>, and <i>GZMK</i> could all be genes associated with thyroid cancer.

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Journal
International Journal of Molecular Sciences
Published
2025-04-20
DOI
https://doi.org/10.3390/ijms26083887
Primary Topic
Ferroptosis and cancer prognosis
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article
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article

Upregulation of GZMK, TREM2, and OR4D10 as Prognostic Biomarkers in Thyroid Cancer: A Pan-Cancer and TCGA Data Analysis

Liangliang Cai, Qian Li, Nengping Zhu
International Journal of Molecular Sciences
Ferroptosis and cancer prognosis
article

Upregulation of GZMK, TREM2, and OR4D10 as Prognostic Biomarkers in Thyroid Cancer: A Pan-Cancer and TCGA Data Analysis

Liangliang Cai, Qian Li, Nengping Zhu
article en

Abstract

The study of gene anomalies linked to thyroid cancer is gaining more and more attention, and these molecular indicators can offer scholarly support for thyroid cancer diagnosis, therapy selection, and prognosis. Genotype-tissue expression pan-cancer data and The Cancer Genome Atlas (TCGA) were used to investigate the expression of <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i>. In order to assess the relationship between <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i> expression and patient outcome, TCGA clinical survival data were used. We used the clusterProfiler R software tool to conduct enrichment analysis of <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i>. Moreover, TCGA database analysis was used to assess the relationship between immune cell infiltration and <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i> expression. <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i> were strongly expressed in several kinds of malignancies including thyroid cancer. Gene sets related to proliferation that are involved in leukocyte cell-cell adhesion and mononuclear cell differentiation were significantly correlated with high expression of <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i>. Additional investigation revealed a correlation between high T cell and DC (dendritic cell) infiltration scores and high expression of <i>GZMK</i>, <i>TREM2</i>, and <i>OR4D10</i>. According to our research, <i>OR4D10</i>, <i>TREM2</i>, and <i>GZMK</i> could all be genes associated with thyroid cancer.

International Journal of Molecular SciencesVol. 26(8)
Yangzhou University (CN)
Openalex Percentile: Top 87%
Ferroptosis and cancer prognosis
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Upregulation of GZMK, TREM2, and OR4D10 as Prognostic Biomarkers in Thyroid Cancer: A Pan-Cancer and TCGA Data Analysis — Liangliang Cai, Qian Li, et al. · International Journal of Molecular Sciences (2025) | TGRS Research Map | TGRS