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The TME of recurrent <t>gliomas</t> accepting radiotherapy (A) Workflow of bulk RNA-seq analysis for <t>glioma</t> tissues. (B) A total of 201 DEGs were identified by RNA-seq, including 171 up-regulated and 30 down-regulated genes. Data were presented as the value of Log 2 FC and q value. (C) The 201 DEGs were classified into different biological pathways based on Reactome annotation. (D) ss-GSEA analysis showing correlations between the expression of 26 immune-related DEGs and immune cell infiltration. (E) Histogram showing the fold change of the 26 immune-related DEGs. Data were presented as the value of log 2 FC. (F) The mRNA level of selected immune-related DEGs in glioma tissues. Data were presented as mean ± SD. (unpaired t test, ∗ p < 0.05, ∗∗ p < 0.01). (G) Relative fold-change of MARCO, CD163, and CD47. Data were presented as the value of log 2 FC (unpaired t test). Data were obtained from 5 primary glioma tissues, 4 recurrent glioma tissues after radiotherapy (A and B). Data were from 4 primary glioma tissues and 4 recurrent glioma tissues after radiotherapy (F).
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The TME of recurrent <t>gliomas</t> accepting radiotherapy (A) Workflow of bulk RNA-seq analysis for <t>glioma</t> tissues. (B) A total of 201 DEGs were identified by RNA-seq, including 171 up-regulated and 30 down-regulated genes. Data were presented as the value of Log 2 FC and q value. (C) The 201 DEGs were classified into different biological pathways based on Reactome annotation. (D) ss-GSEA analysis showing correlations between the expression of 26 immune-related DEGs and immune cell infiltration. (E) Histogram showing the fold change of the 26 immune-related DEGs. Data were presented as the value of log 2 FC. (F) The mRNA level of selected immune-related DEGs in glioma tissues. Data were presented as mean ± SD. (unpaired t test, ∗ p < 0.05, ∗∗ p < 0.01). (G) Relative fold-change of MARCO, CD163, and CD47. Data were presented as the value of log 2 FC (unpaired t test). Data were obtained from 5 primary glioma tissues, 4 recurrent glioma tissues after radiotherapy (A and B). Data were from 4 primary glioma tissues and 4 recurrent glioma tissues after radiotherapy (F).
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The TME of recurrent gliomas accepting radiotherapy (A) Workflow of bulk RNA-seq analysis for glioma tissues. (B) A total of 201 DEGs were identified by RNA-seq, including 171 up-regulated and 30 down-regulated genes. Data were presented as the value of Log 2 FC and q value. (C) The 201 DEGs were classified into different biological pathways based on Reactome annotation. (D) ss-GSEA analysis showing correlations between the expression of 26 immune-related DEGs and immune cell infiltration. (E) Histogram showing the fold change of the 26 immune-related DEGs. Data were presented as the value of log 2 FC. (F) The mRNA level of selected immune-related DEGs in glioma tissues. Data were presented as mean ± SD. (unpaired t test, ∗ p < 0.05, ∗∗ p < 0.01). (G) Relative fold-change of MARCO, CD163, and CD47. Data were presented as the value of log 2 FC (unpaired t test). Data were obtained from 5 primary glioma tissues, 4 recurrent glioma tissues after radiotherapy (A and B). Data were from 4 primary glioma tissues and 4 recurrent glioma tissues after radiotherapy (F).

Journal: iScience

Article Title: M2 type tumor-associated macrophage-derived CCL-18 promotes glioma cell proliferation but does not mediates glioma recurrence after radiotherapy

doi: 10.1016/j.isci.2026.117695

Figure Lengend Snippet: The TME of recurrent gliomas accepting radiotherapy (A) Workflow of bulk RNA-seq analysis for glioma tissues. (B) A total of 201 DEGs were identified by RNA-seq, including 171 up-regulated and 30 down-regulated genes. Data were presented as the value of Log 2 FC and q value. (C) The 201 DEGs were classified into different biological pathways based on Reactome annotation. (D) ss-GSEA analysis showing correlations between the expression of 26 immune-related DEGs and immune cell infiltration. (E) Histogram showing the fold change of the 26 immune-related DEGs. Data were presented as the value of log 2 FC. (F) The mRNA level of selected immune-related DEGs in glioma tissues. Data were presented as mean ± SD. (unpaired t test, ∗ p < 0.05, ∗∗ p < 0.01). (G) Relative fold-change of MARCO, CD163, and CD47. Data were presented as the value of log 2 FC (unpaired t test). Data were obtained from 5 primary glioma tissues, 4 recurrent glioma tissues after radiotherapy (A and B). Data were from 4 primary glioma tissues and 4 recurrent glioma tissues after radiotherapy (F).

Article Snippet: GL261 , DSMZ , ACC-802.

Techniques: RNA Sequencing, Analysis, Expressing, Immune Cell

Increased M2-TAMs suggest poor prognosis in recurrent glioma patients (A) Representative images of IHC staining of IBA1, CD68, CD163, and iNOS in paired primary and recurrent glioma samples accepting radiotherapy. Scale bars: 200 μm and 100 μm (enlarged view). (B–E) Quantification of IHC results in (A). The percent of IBA1 (B), CD68 (C), CD163 (D) positive cells and the integral optical density of iNOS (E) in glioma samples accepting radiotherapy. Data were presented as paired individual-value (two-tailed paired t test, ∗ p < 0.05, ∗∗ p < 0.01). (F) Representative images of IHC staining of IBA1, CD68, CD163, and iNOS in paired primary and recurrent glioma samples without radiotherapy. Scale bars: 200 μm and 100 μm (enlarged view). (G–J) Quantification of IHC results in (F). The percent of IBA1 (G), CD68 (H), CD163 (I) positive cells and the integral optical density of iNOS (J) in glioma samples without radiotherapy. Data were presented as paired individual value (two-tailed paired t test). (K–N) The correlation between tumor volume doubling time and the level of IBA1 (K), CD68 (L), CD163 (M), iNOS (N). Data were presented as Pearson correlation coefficient. (O–R) Kaplan-Meier curves showing the progression free survival probability of glioma patients accepting radiotherapy based on different expression levels of IBA1 (O), CD68 (P), CD163 (Q), and iNOS (R). Data were presented as median ± 95% confidence intervals (∗ p < 0.05, ∗∗ p < 0.01). Data were obtained from 14 paired primary glioma and recurrent glioma with radiotherapy (B, K, and O), 15 paired primary glioma and recurrent glioma with radiotherapy (C–E, L–N, and P–R), and 8 paired primary glioma and recurrent glioma without radiotherapy (G–J).

Journal: iScience

Article Title: M2 type tumor-associated macrophage-derived CCL-18 promotes glioma cell proliferation but does not mediates glioma recurrence after radiotherapy

doi: 10.1016/j.isci.2026.117695

Figure Lengend Snippet: Increased M2-TAMs suggest poor prognosis in recurrent glioma patients (A) Representative images of IHC staining of IBA1, CD68, CD163, and iNOS in paired primary and recurrent glioma samples accepting radiotherapy. Scale bars: 200 μm and 100 μm (enlarged view). (B–E) Quantification of IHC results in (A). The percent of IBA1 (B), CD68 (C), CD163 (D) positive cells and the integral optical density of iNOS (E) in glioma samples accepting radiotherapy. Data were presented as paired individual-value (two-tailed paired t test, ∗ p < 0.05, ∗∗ p < 0.01). (F) Representative images of IHC staining of IBA1, CD68, CD163, and iNOS in paired primary and recurrent glioma samples without radiotherapy. Scale bars: 200 μm and 100 μm (enlarged view). (G–J) Quantification of IHC results in (F). The percent of IBA1 (G), CD68 (H), CD163 (I) positive cells and the integral optical density of iNOS (J) in glioma samples without radiotherapy. Data were presented as paired individual value (two-tailed paired t test). (K–N) The correlation between tumor volume doubling time and the level of IBA1 (K), CD68 (L), CD163 (M), iNOS (N). Data were presented as Pearson correlation coefficient. (O–R) Kaplan-Meier curves showing the progression free survival probability of glioma patients accepting radiotherapy based on different expression levels of IBA1 (O), CD68 (P), CD163 (Q), and iNOS (R). Data were presented as median ± 95% confidence intervals (∗ p < 0.05, ∗∗ p < 0.01). Data were obtained from 14 paired primary glioma and recurrent glioma with radiotherapy (B, K, and O), 15 paired primary glioma and recurrent glioma with radiotherapy (C–E, L–N, and P–R), and 8 paired primary glioma and recurrent glioma without radiotherapy (G–J).

Article Snippet: GL261 , DSMZ , ACC-802.

Techniques: Immunohistochemistry, Two Tailed Test, Expressing

CCL-18 may be the candidate-mediator of glioma recurrence (A) KEGG enrichment analysis of the 201 DEGs showing that the cytokine-cytokine receptor interaction pathway was the most significantly enriched. (B) Among cytokine-cytokine receptor interaction pathway, CCL-18 was the top one up-regulated DEG. Data were presented as average TPM. (C) Representative IHC staining of CCL-18 in primary and recurrent glioma samples from irradiated patients versus unirradiated patients. Scale bars: 200 μm and 100 μm (enlarged graph). (D and E) Quantification of IHC results in (C). The percent of CCL-18 positive cells in primary and recurrent glioma samples accepting radiotherapy (D), and without radiotherapy (E). Data were presented as paired individual value (two-tailed paired t test, ∗ p < 0.05). (F) The correlation between tumor volume doubling time and the level of CCL-18. Data were presented as Pearson correlation coefficient. (G) Kaplan-Meier curves showing the progression free survival probability of glioma patients accepting radiotherapy based on different expression levels of CCL-18. Data were presented as median ± 95% confidence intervals (∗∗ p < 0.01). Data were obtained from 15 paired primary glioma and recurrent glioma with radiotherapy, and 8 paired primary glioma and recurrent glioma without radiotherapy (C–G).

Journal: iScience

Article Title: M2 type tumor-associated macrophage-derived CCL-18 promotes glioma cell proliferation but does not mediates glioma recurrence after radiotherapy

doi: 10.1016/j.isci.2026.117695

Figure Lengend Snippet: CCL-18 may be the candidate-mediator of glioma recurrence (A) KEGG enrichment analysis of the 201 DEGs showing that the cytokine-cytokine receptor interaction pathway was the most significantly enriched. (B) Among cytokine-cytokine receptor interaction pathway, CCL-18 was the top one up-regulated DEG. Data were presented as average TPM. (C) Representative IHC staining of CCL-18 in primary and recurrent glioma samples from irradiated patients versus unirradiated patients. Scale bars: 200 μm and 100 μm (enlarged graph). (D and E) Quantification of IHC results in (C). The percent of CCL-18 positive cells in primary and recurrent glioma samples accepting radiotherapy (D), and without radiotherapy (E). Data were presented as paired individual value (two-tailed paired t test, ∗ p < 0.05). (F) The correlation between tumor volume doubling time and the level of CCL-18. Data were presented as Pearson correlation coefficient. (G) Kaplan-Meier curves showing the progression free survival probability of glioma patients accepting radiotherapy based on different expression levels of CCL-18. Data were presented as median ± 95% confidence intervals (∗∗ p < 0.01). Data were obtained from 15 paired primary glioma and recurrent glioma with radiotherapy, and 8 paired primary glioma and recurrent glioma without radiotherapy (C–G).

Article Snippet: GL261 , DSMZ , ACC-802.

Techniques: Analysis, Immunohistochemistry, Irradiation, Two Tailed Test, Expressing

CCL-18 does not mediate glioma cell proliferation following radiotherapy in vitro (A) Viability of GBM cells after treatment with different concentrations of CCL-18. Data were presented as mean ± SEM (one-way ANOVA, F = 1.9, p = 0.21, ∗∗ p < 0.01, ∗∗∗ p < 0.001). (B) Representative images of colony formation assay after CCL-18 (100 ng/mL) treatment. (C) Quantitative results from (B). Data were presented as mean ± SD (unpaired t test, ∗∗∗ p < 0.001). (D) Schematic workflow for the co-culture experiment. (E) Representative images of colony formation assay. (F) Quantitative results from (E). Data were presented as mean ± SD (unpaired t test, ∗ p < 0.05). (G) The mRNA level of PITPNM3, GPR30, and CCR8 on irradiated GBM cells. Data were presented as mean ± SEM (unpaired t test, ∗∗∗ p < 0.001). (H) Representative immunoblot of PITPNM3, GPR30, and CCR8 on irradiated GBM cells. (I) Quantitative results from (H). Data were presented as mean ± SEM (unpaired t test, ∗ p < 0.05, ∗∗ p < 0.01). (J) Immunoblot of CCR8 after overexpression. (K) Representative images of colony formation assay on irradiated GBM cells after CCL-18 (100 ng/mL) treatment. (L) Quantitative results from (K). Data were presented as mean ± SD (two-way ANOVA, F = 4.9, p = 0.06, ∗ p < 0.05, ∗∗ p < 0.01). Data were obtained from 3 independent experiments (A–L).

Journal: iScience

Article Title: M2 type tumor-associated macrophage-derived CCL-18 promotes glioma cell proliferation but does not mediates glioma recurrence after radiotherapy

doi: 10.1016/j.isci.2026.117695

Figure Lengend Snippet: CCL-18 does not mediate glioma cell proliferation following radiotherapy in vitro (A) Viability of GBM cells after treatment with different concentrations of CCL-18. Data were presented as mean ± SEM (one-way ANOVA, F = 1.9, p = 0.21, ∗∗ p < 0.01, ∗∗∗ p < 0.001). (B) Representative images of colony formation assay after CCL-18 (100 ng/mL) treatment. (C) Quantitative results from (B). Data were presented as mean ± SD (unpaired t test, ∗∗∗ p < 0.001). (D) Schematic workflow for the co-culture experiment. (E) Representative images of colony formation assay. (F) Quantitative results from (E). Data were presented as mean ± SD (unpaired t test, ∗ p < 0.05). (G) The mRNA level of PITPNM3, GPR30, and CCR8 on irradiated GBM cells. Data were presented as mean ± SEM (unpaired t test, ∗∗∗ p < 0.001). (H) Representative immunoblot of PITPNM3, GPR30, and CCR8 on irradiated GBM cells. (I) Quantitative results from (H). Data were presented as mean ± SEM (unpaired t test, ∗ p < 0.05, ∗∗ p < 0.01). (J) Immunoblot of CCR8 after overexpression. (K) Representative images of colony formation assay on irradiated GBM cells after CCL-18 (100 ng/mL) treatment. (L) Quantitative results from (K). Data were presented as mean ± SD (two-way ANOVA, F = 4.9, p = 0.06, ∗ p < 0.05, ∗∗ p < 0.01). Data were obtained from 3 independent experiments (A–L).

Article Snippet: GL261 , DSMZ , ACC-802.

Techniques: In Vitro, Colony Assay, Co-culture Assay, Irradiation, Western Blot, Over Expression

CCL-18 do not mediate glioma recurrence following radiotherapy in vivo (A) Viability of GL261 cells after treatment with different concentrations of CCL-18. Data were presented as mean ± SEM (one-way ANOVA, F = 0.9, p = 0.48, ∗∗∗ p < 0.001). (B) Viability of GL261 cells after treatment with CCL-18 (100 ng/mL) and R243 (50, 100 μM). Data were presented as mean ± SEM (one-way ANOVA, F = 1.43, p = 0.28, ∗ p < 0.05, ∗∗∗ p < 0.001). (C) Representative immunoblot of ACP5, Akt, and phosphorylated Akt on GL261 cells after CCL-18 (100 ng/mL) treatment. (D) Schematic workflow for the cell-derived allograft experiment. (E) The bioluminescence value in mice receiving radiation on the indicated days. Data were presented as mean ± SEM (one-way ANOVA, in radiation: F = 2.48, p = 0.1, ∗ p < 0.05; in radiation with CCL-18 treatment: F = 1.41, p = 0.3, ∗ p < 0.05). (F) Representative pseudo-color bioluminescence images of intracranial allografts receiving radiation with or without CCL-18 administration. (G) Quantitative results from (F) on the indicated days. Data were presented as mean ± SEM (two-way ANOVA, F = 2.39, p = 0.04, ∗ p < 0.05, ∗∗ p < 0.01). (H) Kaplan-Meier curve showing the percent survival of mice receiving different treatment. Data were presented as median (∗∗∗ p < 0.001). (I) The percent of M1-TAM in glioma after radiation with or without CCL-18 treatment. (J) Quantitative results from (I). Data were presented as mean ± SD (one-way ANOVA, F = 1.46, p = 0.26). (K)The percent of M2-TAM in glioma after radiation with or without CCL-18 treatment. (L) Quantitative results from (K). Data were presented as mean ± SD (one-way ANOVA, F = 0.1, p = 0.9). Data were obtained from 3 independent experiments (A, C, and I–L), and 4 independent experiments (B). Data were obtained from ≥6 mice (E), ≥11 mice (G and H), and 3 mice (I–L).

Journal: iScience

Article Title: M2 type tumor-associated macrophage-derived CCL-18 promotes glioma cell proliferation but does not mediates glioma recurrence after radiotherapy

doi: 10.1016/j.isci.2026.117695

Figure Lengend Snippet: CCL-18 do not mediate glioma recurrence following radiotherapy in vivo (A) Viability of GL261 cells after treatment with different concentrations of CCL-18. Data were presented as mean ± SEM (one-way ANOVA, F = 0.9, p = 0.48, ∗∗∗ p < 0.001). (B) Viability of GL261 cells after treatment with CCL-18 (100 ng/mL) and R243 (50, 100 μM). Data were presented as mean ± SEM (one-way ANOVA, F = 1.43, p = 0.28, ∗ p < 0.05, ∗∗∗ p < 0.001). (C) Representative immunoblot of ACP5, Akt, and phosphorylated Akt on GL261 cells after CCL-18 (100 ng/mL) treatment. (D) Schematic workflow for the cell-derived allograft experiment. (E) The bioluminescence value in mice receiving radiation on the indicated days. Data were presented as mean ± SEM (one-way ANOVA, in radiation: F = 2.48, p = 0.1, ∗ p < 0.05; in radiation with CCL-18 treatment: F = 1.41, p = 0.3, ∗ p < 0.05). (F) Representative pseudo-color bioluminescence images of intracranial allografts receiving radiation with or without CCL-18 administration. (G) Quantitative results from (F) on the indicated days. Data were presented as mean ± SEM (two-way ANOVA, F = 2.39, p = 0.04, ∗ p < 0.05, ∗∗ p < 0.01). (H) Kaplan-Meier curve showing the percent survival of mice receiving different treatment. Data were presented as median (∗∗∗ p < 0.001). (I) The percent of M1-TAM in glioma after radiation with or without CCL-18 treatment. (J) Quantitative results from (I). Data were presented as mean ± SD (one-way ANOVA, F = 1.46, p = 0.26). (K)The percent of M2-TAM in glioma after radiation with or without CCL-18 treatment. (L) Quantitative results from (K). Data were presented as mean ± SD (one-way ANOVA, F = 0.1, p = 0.9). Data were obtained from 3 independent experiments (A, C, and I–L), and 4 independent experiments (B). Data were obtained from ≥6 mice (E), ≥11 mice (G and H), and 3 mice (I–L).

Article Snippet: GL261 , DSMZ , ACC-802.

Techniques: In Vivo, Western Blot, Derivative Assay

Journal: iScience

Article Title: M2 type tumor-associated macrophage-derived CCL-18 promotes glioma cell proliferation but does not mediates glioma recurrence after radiotherapy

doi: 10.1016/j.isci.2026.117695

Figure Lengend Snippet:

Article Snippet: GL261 , DSMZ , ACC-802.

Techniques: Cell-Signaling, Virus, Tissue, Microarray, Recombinant, cDNA Synthesis, Enzyme-linked Immunosorbent Assay, Software, Biomarker Discovery, In Vivo Imaging