Extended Data Table 1. Commonly differentially regulated genes and GSEA pathways in mLama4+ TILs during checkpoint blockade therapy.
a | ||||||
---|---|---|---|---|---|---|
Commonly Altered Genes in Checkpoint Blockade Treated Groups | ||||||
Gene | anti-PD-1 | anti-CTLA-4 | anti-PD-1 + anti-CTLA-4 | |||
Fold Change | p value | Fold Change | p value | Fold Change | p value | |
Abcf1 | 1.8498 | 0.0009 | 1.6563 | 0.0010 | 1.6133 | 0.0091 |
Arhgap11a | 2.2469 | 0.0085 | 2.5201 | 0.0003 | 2.1815 | 0.0004 |
Brca1 | 3.0675 | 0.0050 | 4.1248 | 0.0004 | 3.6843 | 0.0003 |
Cep128 | 2.2903 | 0.0020 | 2.6134 | <10−4 | 2.1577 | 0.0079 |
Clspn | 2.6332 | 0.0003 | 2.0996 | 0.0002 | 2.5427 | <10−4 |
Golga4 | 2.1608 | 0.0046 | 1.6866 | 0.0089 | 2.1701 | 0.0003 |
Kif20b | 2.6334 | 0.0003 | 2.6786 | <10−4 | 2.2927 | 0.0001 |
Lef1 | 2.0932 | 0.0033 | 2.0713 | 0.0019 | 2.1006 | 0.0012 |
Lmnb1 | 2.6944 | <10−4 | 2.6335 | 0.0002 | 2.1587 | 0.0002 |
Nusap1 | 2.3610 | 0.0011 | 2.2774 | <10−4 | 1.8717 | 0.0036 |
Pbdc1 | 2.2750 | 0.0002 | 1.8901 | 0.0038 | 1.7994 | 0.0086 |
Ripk1 | 2.7563 | 0.0003 | 2.3822 | 0.0022 | 2.9873 | 0.0002 |
Sclt1 | 2.8084 | 0.0013 | 2.4172 | 0.0035 | 2.4687 | 0.0044 |
Smc1a | 1.6027 | 0.0070 | 1.5141 | 0.0043 | 1.5802 | 0.0033 |
Smc2 | 2.4076 | 0.0005 | 2.3176 | <10−4 | 1.7604 | 0.0013 |
Smc3 | 2.1347 | 0.0008 | 1.7558 | 0.0001 | 1.7829 | 0.0030 |
5330439K02Rik | 7.0531 | 0.0040 | 7.7751 | 0.0060 | 8.5834 | 0.0079 |
Atp2b2 | 5.4570 | 0.0021 | 7.6665 | 0.0008 | 37.4543 | <10−4 |
Dnajb1 | 1.9973 | 0.0061 | 2.0345 | 0.0007 | 3.1415 | <10−4 |
Ephx1 | 2.8845 | 0.0059 | 3.3558 | 0.0006 | 6.8748 | 0.0001 |
Errfi1 | 1.8630 | 0.0054 | 2.0856 | 0.0018 | 2.7131 | 0.0006 |
Ifitm1 | 2.8256 | 0.0002 | 2.1070 | 0.0002 | 2.4488 | 0.0001 |
Klhdc8a | 6.9301 | 0.0044 | 8.7394 | 0.0036 | 9.7055 | 0.0048 |
Tctn2 | 8.3409 | 0.0012 | 13.5967 | 0.0004 | 14.7772 | 0.0007 |
Xcl1 | 2.8113 | 0.0001 | 2.9306 | <10−4 | 2.2410 | <10−4 |
b | |||
---|---|---|---|
p value | |||
GSEA Pathway | anti-PD-1 | anti-CTLA-4 | anti-PD-1 + anti-CTLA-4 |
REACTOME_IL_2_SIGNALING | 0.0353 | 0.2631 | 0.0562 |
REACTOME_GLYCOLYSIS | 0.0487 | 0.8937 | 0.0586 |
BIOCARTA_TNFR1_PATHWAY | 0.0395 | 0.3855 | 0.0564 |
REACTOME_INTERFERON_SIGNALING | 0.0350 | 0.5374 | 0.0311 |
ST_TYPE_I_INTERFERON_PATHWAY | 0.0173 | 0.0519 | 0.0063 |
KEGG_OXIDATIVE_PHOSPHORYLATION | <10−4 | 0.3731 | <10−4 |
REACTOME_TCA_CYCLE_AND_RESPIRATORY_ELECTRON_TRANSPORT | <10−4 | 0.9532 | <10−4 |
REACTOME_GLUCOSE_METABOLISM | 0.0115 | 0.9055 | 0.0114 |
KEGG_PENTOSE_PHOSPHATE_PATHWAY | 0.0167 | 0.6182 | 0.0278 |
REACTOME_CELL_CYCLE_CHECKPOINTS | 0.0534 | <10−4 | 0.0730 |
SA_G2_AND_M_PHASES | 0.1285 | 0.0023 | 0.1081 |
KEGG_JAK_STAT_SIGNALING_PATHWAY | 0.1608 | <10−4 | 0.1568 |
REACTOME_SYNTHESIS_OF_DNA | 0.0619 | <10−4 | 0.0563 |
PID_E2F_PATHWAY | 0.0813 | <10−4 | 0.0670 |
KEGG_CELL_CYCLE | 0.0530 | <10−4 | 0.0454 |
REACTOME_INTEGRIN_CELL_SURFACE_INTERACTIONS | 0.0619 | 0.0066 | 0.0461 |
PID_NFAT_TFPATHWAY | 0.0693 | 0.0054 | 0.0486 |
PID_GMCSF_PATHWAY | 0.0875 | 0.0678 | 0.0467 |
BIOCARTA_CXCR4_PATHWAY | 0.0525 | 0.9422 | 0.0462 |
GOLDRATH_NAIVE_VS_EFF_CD8_TCELL_UP | <10−4 | <10−4 | 0.0052 |
GSE10239_KLRG1INT_VS_KLRG1HIGH_EFF_CD8_TCELL_DN | <10−4 | <10−4 | <10−4 |
KEGG_MAPK_SIGNALING_PATHWAY | <10−4 | <10−4 | <10−4 |
KEGG_CHEMOKINE_SIGNALING_PATHWAY | <10−4 | <10−4 | <10−4 |
KEGG_CYTOKINE_CYTOKINE_RECEPTOR_INTERACTION | 0.0054 | <10−4 | <10−4 |