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Gene & Protein in Disease                                             Pediatric glioma circadian clock genes




            Table 2. Circadian clock gene expression in low‑grade gliomas versus non‑tumor brain tissue
            Gene ID                                       Pediatric                                     Adult
                                 PA                         EP                         MB                PA
                       GR (1)   LB (2)   GM (3)   GR (1)  GM (3)   DB (4)   GR (1)    GM (3)   DB (4)   GV (5)
            ARNTL       ↓**       ↓*       ↓*                                ↓***      ↓***
            ARNTL2                ↑*              ↓***                       ↓***
            BHLHE41              ↑***              ↑**
            CLOCK
            CRY1                 ↓***              ↑*                                                    ↑*
            CRY2        ↓***     ↓***     ↓***    ↓***     ↓***      ↓*      ↓***      ↓***      ↓*
            CSNK1E               ↑**                                         ↑***      ↑***
            DBP         ↓***      ↓*       ↓*     ↓***      ↓**     ↓**      ↓***      ↓**       ↓*
            HLF         ↓***              ↓***    ↓***      ↓**     ↓**      ↓***      ↓**       ↓*      ↓**
            NFIL3
            NPAS2                ↑***             ↓***                       ↓***      ↓***
            NR1D1        ‑        ‑        ‑        ‑       ‑        ‑         ‑        ‑        ‑        ‑
            NR1D2                                  ↓**              ↓**                         ↓**
            PER1         ‑        ‑        ‑        ‑       ‑        ‑         ‑        ‑        ‑
            PER2
            PER3                                                     ↓*                         ↓**
            RORA                 ↓**                                ↓**       ↓*                ↓***     ↑**
            RORB        ↓***     ↓***     ↓***    ↓***                       ↓***      ↓***              ↓***
            TEF         ↓**       ↓*      ↓***    ↓***      ↓**               ↓**      ↓***
            TIMELESS             ↓**                ↑**             ↑**      ↑***      ↑***     ↑***
                        ↓***     ↓**       ↓*       Not     ↑*           ↑**           ↑***
                      (p<0.001)  (p<0.01)  (p<0.05)  significantly  (p<0.05)  (p<0.01)  (p<0.001)
                                                  different
            Notes: Differences in expression determined by ANOVA and Tukey’s HSD. (1) GR: Griesinger et al. ; (2) LB: Lambert et al. ; (3) GM: Gump et al. ;
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            (4) DB: de Bont et al. ; (5) GV: Gravendeel et al.  The Lambert control group contains five pediatric and one adult cerebellum sample. The de Bont
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                          54
            control group was derived from adults; ↓ indicates expression of this gene in the tumor tissue is significantly less than the control non-cancer (normal)
            tissue; ↑ indicates expression of this gene in the tumor tissue is significantly higher than the control non-cancer (normal) tissue; * indicates p<0.05; **
            indicates P<0.01; *** indicates p<0.001; The colors indicate the significance of the difference (higher or lower from the non-cancer controls); - indicates
            data not available.
            Abbreviations: EP: Ependymoma; MB: Medulloblastoma; PA: Pilocytic astrocytoma.
            and tumor enlargement: astrocytes (AC), oligodendrocyte   and MC (p=0.011) according to the Kruskal–Wallis Test (H =
            progenitor cells (OPCs), and mesenchymal cells (MC).   10.392, p=0.006, n = 12, 2 df). Ten of the twelve clock genes
            They also described the MC and OPC groups as closely   showed the lowest expression in OPC. To compare malignant
            related according to embryonic stem cell and mitotic gene   cells with immune cells, the average expression of each of
            expression patterns evident through gene set enrichment   the 12 genes across the OPC, AC, and MC cell types was
            analysis (GSEA). Non-malignant, immune cells of the   found, and then these were compared with their expression
            pHGG samples were also examined with scRNA-seq and   in all immune cell types. Average expression of the limited
            cluster analysis (Figure 3A and B). We found that RORA   clock gene set within the three malignant cell types (0.6867,
            was expressed well in all three principal cancer cell types   ±0.1342 SD, n = 12 genes) was not significantly different from
            and in specific clusters of immune cells (Figure 3C and D).  that in non-malignant, primarily immune cells of the tumor
              We found that the entire clock gene set has widespread   (0.7141, SD: ±0.2555 SD,  n = 12) by  t-test (p=0.6267) as
            expression  across  the  three  principal  cancer  cell  types   shown in Figure 3F. In fact, the two groups were significantly
            (Figure  3E).  On average, the genes were expressed  at   correlated, as shown by Pearson correlation analysis (0.6854,
            significantly lower levels in the OPC than in the AC (p=0.022)   p<0.001, n = 12 genes).


            Volume 4 Issue 2 (2025)                         7                                doi: 10.36922/gpd.4112
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