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Transcriptomic Analysis of Galectin-7 Overexpression in Tc1889 Cells. (a) Sample correlation heatmap showing the Pearson correlation coefficients between different samples, indicating high reproducibility within the experimental groups. OE represents Galectin-7-overexpressing Tc1889 cells, and CON represents control cells. (b) Hierarchical clustering heatmap of differentially expressed genes (DEGs) between Galectin-7-overexpressing cells and control cells. Upregulated genes are marked in red, and downregulated genes are marked in blue. (c) Volcano plot illustrating the distribution of DEGs. Red dots represent significantly upregulated genes, while blue dots indicate significantly downregulated genes. <t>(d)</t> <t>KEGG</t> pathway enrichment analysis of DEGs, highlighting significantly enriched pathways, including the <t>MAPK</t> signaling pathway (marked in red), platelet activation, and actin cytoskeleton regulation. (e) Hierarchical clustering of enriched KEGG pathways, with pathways related to tumor progression and cellular signaling highlighted. The MAPK signaling pathway is identified as a key regulatory pathway. (f) Gene-pathway interaction network displaying DEGs involved in the top enriched pathways, illustrating the connections between key genes and functional pathways.
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Transcriptomic Analysis of Galectin-7 Overexpression in Tc1889 Cells. (a) Sample correlation heatmap showing the Pearson correlation coefficients between different samples, indicating high reproducibility within the experimental groups. OE represents Galectin-7-overexpressing Tc1889 cells, and CON represents control cells. (b) Hierarchical clustering heatmap of differentially expressed genes (DEGs) between Galectin-7-overexpressing cells and control cells. Upregulated genes are marked in red, and downregulated genes are marked in blue. (c) Volcano plot illustrating the distribution of DEGs. Red dots represent significantly upregulated genes, while blue dots indicate significantly downregulated genes. <t>(d)</t> <t>KEGG</t> pathway enrichment analysis of DEGs, highlighting significantly enriched pathways, including the <t>MAPK</t> signaling pathway (marked in red), platelet activation, and actin cytoskeleton regulation. (e) Hierarchical clustering of enriched KEGG pathways, with pathways related to tumor progression and cellular signaling highlighted. The MAPK signaling pathway is identified as a key regulatory pathway. (f) Gene-pathway interaction network displaying DEGs involved in the top enriched pathways, illustrating the connections between key genes and functional pathways.
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Transcriptomic Analysis of Galectin-7 Overexpression in Tc1889 Cells. (a) Sample correlation heatmap showing the Pearson correlation coefficients between different samples, indicating high reproducibility within the experimental groups. OE represents Galectin-7-overexpressing Tc1889 cells, and CON represents control cells. (b) Hierarchical clustering heatmap of differentially expressed genes (DEGs) between Galectin-7-overexpressing cells and control cells. Upregulated genes are marked in red, and downregulated genes are marked in blue. (c) Volcano plot illustrating the distribution of DEGs. Red dots represent significantly upregulated genes, while blue dots indicate significantly downregulated genes. <t>(d)</t> <t>KEGG</t> pathway enrichment analysis of DEGs, highlighting significantly enriched pathways, including the <t>MAPK</t> signaling pathway (marked in red), platelet activation, and actin cytoskeleton regulation. (e) Hierarchical clustering of enriched KEGG pathways, with pathways related to tumor progression and cellular signaling highlighted. The MAPK signaling pathway is identified as a key regulatory pathway. (f) Gene-pathway interaction network displaying DEGs involved in the top enriched pathways, illustrating the connections between key genes and functional pathways.
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Transcriptomic Analysis of Galectin-7 Overexpression in Tc1889 Cells. (a) Sample correlation heatmap showing the Pearson correlation coefficients between different samples, indicating high reproducibility within the experimental groups. OE represents Galectin-7-overexpressing Tc1889 cells, and CON represents control cells. (b) Hierarchical clustering heatmap of differentially expressed genes (DEGs) between Galectin-7-overexpressing cells and control cells. Upregulated genes are marked in red, and downregulated genes are marked in blue. (c) Volcano plot illustrating the distribution of DEGs. Red dots represent significantly upregulated genes, while blue dots indicate significantly downregulated genes. <t>(d)</t> <t>KEGG</t> pathway enrichment analysis of DEGs, highlighting significantly enriched pathways, including the <t>MAPK</t> signaling pathway (marked in red), platelet activation, and actin cytoskeleton regulation. (e) Hierarchical clustering of enriched KEGG pathways, with pathways related to tumor progression and cellular signaling highlighted. The MAPK signaling pathway is identified as a key regulatory pathway. (f) Gene-pathway interaction network displaying DEGs involved in the top enriched pathways, illustrating the connections between key genes and functional pathways.
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Transcriptomic Analysis of Galectin-7 Overexpression in Tc1889 Cells. (a) Sample correlation heatmap showing the Pearson correlation coefficients between different samples, indicating high reproducibility within the experimental groups. OE represents Galectin-7-overexpressing Tc1889 cells, and CON represents control cells. (b) Hierarchical clustering heatmap of differentially expressed genes (DEGs) between Galectin-7-overexpressing cells and control cells. Upregulated genes are marked in red, and downregulated genes are marked in blue. (c) Volcano plot illustrating the distribution of DEGs. Red dots represent significantly upregulated genes, while blue dots indicate significantly downregulated genes. <t>(d)</t> <t>KEGG</t> pathway enrichment analysis of DEGs, highlighting significantly enriched pathways, including the <t>MAPK</t> signaling pathway (marked in red), platelet activation, and actin cytoskeleton regulation. (e) Hierarchical clustering of enriched KEGG pathways, with pathways related to tumor progression and cellular signaling highlighted. The MAPK signaling pathway is identified as a key regulatory pathway. (f) Gene-pathway interaction network displaying DEGs involved in the top enriched pathways, illustrating the connections between key genes and functional pathways.
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Transcriptomic Analysis of Galectin-7 Overexpression in Tc1889 Cells. (a) Sample correlation heatmap showing the Pearson correlation coefficients between different samples, indicating high reproducibility within the experimental groups. OE represents Galectin-7-overexpressing Tc1889 cells, and CON represents control cells. (b) Hierarchical clustering heatmap of differentially expressed genes (DEGs) between Galectin-7-overexpressing cells and control cells. Upregulated genes are marked in red, and downregulated genes are marked in blue. (c) Volcano plot illustrating the distribution of DEGs. Red dots represent significantly upregulated genes, while blue dots indicate significantly downregulated genes. (d) KEGG pathway enrichment analysis of DEGs, highlighting significantly enriched pathways, including the MAPK signaling pathway (marked in red), platelet activation, and actin cytoskeleton regulation. (e) Hierarchical clustering of enriched KEGG pathways, with pathways related to tumor progression and cellular signaling highlighted. The MAPK signaling pathway is identified as a key regulatory pathway. (f) Gene-pathway interaction network displaying DEGs involved in the top enriched pathways, illustrating the connections between key genes and functional pathways.

Journal: Translational Oncology

Article Title: Galectin-7 as a biomarker for aggressiveness and poor prognosis in thymic epithelial tumors

doi: 10.1016/j.tranon.2025.102612

Figure Lengend Snippet: Transcriptomic Analysis of Galectin-7 Overexpression in Tc1889 Cells. (a) Sample correlation heatmap showing the Pearson correlation coefficients between different samples, indicating high reproducibility within the experimental groups. OE represents Galectin-7-overexpressing Tc1889 cells, and CON represents control cells. (b) Hierarchical clustering heatmap of differentially expressed genes (DEGs) between Galectin-7-overexpressing cells and control cells. Upregulated genes are marked in red, and downregulated genes are marked in blue. (c) Volcano plot illustrating the distribution of DEGs. Red dots represent significantly upregulated genes, while blue dots indicate significantly downregulated genes. (d) KEGG pathway enrichment analysis of DEGs, highlighting significantly enriched pathways, including the MAPK signaling pathway (marked in red), platelet activation, and actin cytoskeleton regulation. (e) Hierarchical clustering of enriched KEGG pathways, with pathways related to tumor progression and cellular signaling highlighted. The MAPK signaling pathway is identified as a key regulatory pathway. (f) Gene-pathway interaction network displaying DEGs involved in the top enriched pathways, illustrating the connections between key genes and functional pathways.

Article Snippet: The MAPK signaling pathway was specifically enriched, as demonstrated in the KEGG enrichment plot, with key genes such as MAPK1, MAP2K1, and DUSP6 showing consistent upregulation ( f ) These findings provide molecular evidence supporting the role of Galectin-7 as a driver of tumor progression in TETs.

Techniques: Over Expression, Control, Activation Assay, Functional Assay