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Gene & Protein in Disease                                           Pre-metastatic niche oral cancer: Insights




            Table 3. (Continued)
            Term             %      P‑value            Genes              Fold    Bonferroni  Benjamini  FDR
                                                                        enrichment
            hsa04360: Axon   1.13851992  0.07534992 HRAS, GNAI3, PLXNA1, LIMK2,   1.414120346  0.999999357  0.50977612  61.9675645
            guidance                       PLXNA2, EFNA1, GNAI1, EFNB1,
                                           DPYSL5, EPHB3, EPHB4, EPHA2, PAK6,
                                           NRAS, EPHA4, UNC5B, RAC3, SEMA3F,
                                           RAC1, SEMA4B, SEMA3C, NFATC4,
                                           RHOD, SRGAP1
            hsa04916:     0.90132827  0.09220218 HRAS, GNAI3, GNAI1, WNT3A, MITF,   1.458757983  0.999999977 0.567579927 69.6906156
            Melanogenesis                  EDN1, FZD1, TCF7L2, TCF7L1, FZD6,
                                           DVL1, WNT2, NRAS, PLCB3, MC1R,
                                           CALML3, CREB3L1, CALML5, PLCB1
            Note:  P<0.05 was considered statistically significant.
            Abbreviations:  ECM:  Extracellular matrix; FDR:  False discovery rate.
            Table 4. Functional annotation analysis of upregulated differentially expressed genes overlapping in non‑metastatic and
            metastatic lymph nodes (GSE70604) associated with pre‑metastatic niche‑related genes using the Database for Annotation,
            Visualization, and Integrated Discovery tool

            Term                %      P‑value           Genes            Fold    Bonferroni  Benjamini  FDR
                                                                        enrichment
            hsa04660: T cell   2.22222222  3.75E-14  TNF, CD8A, CD8B, NFKBIE,   3.24474585  6.90E-12  6.90E-12  4.64E-11
            receptor signaling                  CD247, NFKB1, MAP3K7, KRAS,
            pathway                             RASGRP1, ICOS, MAP3K8,
                                                PPP3CB, ZAP70, PIK3CA, CD4,
                                                PIK3R5, NFATC3, AKT3, CD28,
                                                NFATC1, TEC, AKT2, PIK3CG,
                                                PTPN6, ITK, PTPRC, IL5,
                                                CD3G, CD3D, CD3E, PIK3CD,
                                                CTLA4, MALT1, VAV1, CARD11,
                                                MAPK1, LAT, PRKCQ, CBLB,
                                                PLCG1, FYN, CD40LG, LCK,
                                                IKBKG, MAP3K14, GRAP2, LCP2
            hsa05340: Primary   1.13475177  1.01E-12  CIITA, PTPRC, CD3D, CD8A,   5.11269376  1.86E-10  9.30E-11  1.25E-09
            immunodeficiency                    CD8B, RFX5, CD3E, CD40, IL7R,
                                                RFXAP, BTK, DCLRE1C, CD19,
                                                CD40LG, ICOS, LCK, IKBKG,
                                                AIRE, ZAP70, CD4, AICDA,
                                                IL2RG, CD79A, BLNK
            hsa04662: B cell   1.65484634  1.07E-11  NFKBIE, NFKB1, CD72, BTK,   3.47947214  1.96E-09  6.54E-10  1.32E-08
            receptor signaling                  KRAS, DAPP1, RASGRP3, RAC2,
            pathway                             PPP3CB, PIK3CA, CD22, PIK3R5,
                                                INPP5D, NFATC3, AKT3, AKT2,
                                                NFATC1, BLNK, SYK, PIK3CG,
                                                PTPN6, CR2, LYN, PIK3CD,
                                                MALT1, VAV1, PRKCB, CARD11,
                                                MAPK1, CD19, FCGR2B, PLCG2,
                                                IKBKG, CD79B, CD79A
            hsa04640:        1.74940898  4.52E-11  CSF3, TNF, HLA‑DRB1, CD8A,   3.207819  8.31E-09  2.08E-09  5.58E-08
            Hematopoietic cell                  CD8B, FCER2, HLA‑DRB3,
            lineage                             KIT, IL7R, IL11, FLT3LG, IL4R,
                                                MS4A1, CD2, CD22, CD4,
                                                GP1BA, CD5, CSF2RA, CD7,
                                                CR2, IL5, CD3G, CD3D, IL7,
                                                CD3E, FLT3, CD1C, CD1B,
                                                ITGA4, IL6R, CD1E, CD1D,
                                                CD37, CD19, IL3RA, HLA‑DRA
                                                                                                       (Cont’d...)

            Volume 3 Issue 4 (2024)                         10                              doi: 10.36922/gpd.2971
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