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Gene & Protein in Disease                                              Prognostic potential of LMNB2 in LPS




                         A                                 B







                                                           C










                                                           D












            Figure 6. Gene set enrichment analysis (GSEA) analysis of LMNB2. (A) Heat map of GSEA analysis of LMNB2, which includes the top 100 genes enriched
            in high and low LMNB2 expression. Red represents upregulated genes; Blue represents downregulated genes. (B) A summary of GSEA analysis of LMNB2.
            (C) Cell cycle and oocyte meiosis pathway. (D) Cell adhesion molecules and antigen processing and presentation pathway.

            (Figure  6C). Conversely, the gene sets enriched in the   patients with sarcoma (Figure S4A). At the same time, we
            low expression group consist of “antigen processing and   also found a significant correlation between the expression
            presentation” (NES = −1.836, P < 0.0001) and “cell adhesion   level of LMNB2 and the infiltration level of “CD8+T cells”
            molecules cams” (NES = −1.848, P = 0.004) (Figure 6D).   (Figure S4B). Furthermore, we plotted the Kaplan–Meier
            When LMNB2 is highly expressed, both E2F7 and E2F8   curves depicting immune cell infiltration and survival
            also exhibit high expression (Figure 6A).          of sarcoma patients under conditions of high or low
                                                               LMNB2 expression. When LMNB2 was highly expressed,
            3.6. Correlation between LMNB2 expression and
            immune cell infiltration in LPS                    the infiltration level of “Macrophage M2” (P  = 0.0101),
                                                               “Macrophage/Monocyte” (P = 0.00228), or “CD4+T cell”
            Subsequently, CIBERSORT was used to assess the     (P = 0.000118) exhibited statistical significance with respect
            difference in infiltration levels of 22 types of immune   to the survival of sarcoma patients (Figure S4C). In addition,
            cells between the high and low LMNB2 expression groups   the TISIDB database was used to study the relationship
            (Figure  7A  and  B). Results revealed that compared with   between the abundance of tumor-infiltrating lymphocytes
            the low LMNB2 expression group, the infiltration level of   (TILs) or immune stimulators and the expression of
            “macrophage M0” was higher in the high expression group   LMNB2 (Figure S4D and E). The lymphocytes most
            (P = 0.012), while the infiltration level of “T cells CD8” was   closely related to LMNB2 expression were “CD4+T cells”
            lower in the high expression group (P = 0.026) (Figure 7A   (P = 3.08e-07) and “Th2 cells” (P = 4.26e-09). As depicted
            and  B). To further study the relationship between the   in Figure S4E, the immune stimulators most closely related
            expression level of  LMNB2 and the immune infiltration   to  the expression of  LMNB2  are ULBP1  (P  =  8.21e-08),
            level, the TIMER2.0 database was applied to evaluate the   TNFRSF14 (P  = 3.18e-08), CD40L (P  = 5.08e-11) and
            correlation between immune cell infiltration and survival in
            sarcoma (including LPS). The results illustrated a significant   ENTPD1 (P = 3.15e-13).
            association between the infiltration level of “B cell” (log-  In addition, we also plotted a lollipop map illustrating
            rank  P  = 0.455), “CD4+T cell” (log-rank  P  = 0.002), or   the correlation between multiple immune checkpoint-
            “Neutrophil” (log-rank  P = 0.014) and the survival of   related genes and the expression of LMNB2 (Figure 7C).


            Volume 3 Issue 1 (2024)                         9                        https://doi.org/10.36922/gpd.2607
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