GEP analysis between CD37+ and CD37− DLBCL groups
Function categories . | Upregulated . | Downregulated . |
---|---|---|
CD37−vs CD37+DLBCL (FDR <0.05) | ||
Immune responses, inflammation, host defense | FCGR1B ↑ LILRB2 ↑ SERPING1 ↑ IRF1 ↑ TLR2 ↑ SAMHD1 ↑ IFITM1 ↑ IFITM3 ↑ PYCARD ↑ HEBP1 ↑ | |
Signaling | FNIP2 ↑ RCAN1 ↑ SERPINA1 ↑ | CD37 ↓ MS4A1/CD20 ↓ VSNL1 ↓ LPAR6 ↓ |
Differentiation | FNDC3B ↑ | AICDA ↓ BCL11A ↓ FOXP1 ↓ XBP1 ↓ PAX5 ↓ |
Gene expression, translation, cell cycle | EIF1 ↑ | CDK5R1 ↓ METTL2A/B ↓ ZNF581 ↓ ZNF765 ↓ |
Apoptosis, DNA damage response | DRAM1 ↑ | C9orf102 ↓ |
Metabolism, protein repair and degradation, oxidative stress, lipid movement, transport, intracellular membrane trafficking | GCH1 ↑ MT1G ↑ MT1P2 ↑ PAM ↑ MT1E ↑ C11orf67 ↑ MT1E/MT1H/MT1M ↑ UBR1 ↑ APOL6 ↑ RCN1 ↑ PCMT1 ↑ MSRB2 ↑ NUB1 ↑ RAB6A ↑ ARF4 ↑ RAB1B ↑ AQP9 ↑ CDIPT ↑ C12orf62 ↑ DPYD ↑ | ZDHHC21 ↓ GOLGA8A/B ↓ |
Adhesion, regulation of actin, cytoskeleton, exocytosis, and extracellular matrix | RAB27A ↑ AOC3 ↑ GPR124 ↑ NINJ1 ↑ WDR1 ↑ CRISPLD2 ↑ RHOU ↑ | DMD ↓ |
Unknown function, RNA gene | ANKRD22 ↑ MOP-1 ↑ CNIH4 ↑ PLEKHO2 ↑ FTHP1 ↑ C4orf32 ↑ FAM167B ↑ PWWP2B ↑ | FAM129C ↓ NAPSB ↓ SNORA74A ↓ BRWD2 ↓ FAM108C1 ↓ LOC283887 ↓ RAB7L1 ↓ LOC133874 ↓ |
CD37−vs CD37+ABC-DLBCL (FDR <0.05) | ||
Immune responses, inflammation, host defense | LILRB2 ↑ C1S ↑ AIF1 ↑ IFITM1 ↑ IFITM3 ↑ SERPING1 ↑ HLA-C ↑ LST1 ↑ B2M ↑ ISG15 ↑ | |
Signaling | SRC ↑ STAT4 ↑ CD63 ↑ SEMA4D ↑ SECTM1 ↑ VDR ↑ RCAN1 ↑ ACVRL1 ↑ PREX1 ↑ PROCR ↑ TNIP2 ↑ RALB ↑ | CD37 ↓ |
Differentiation | AICDA ↓ BCL11A ↓ FOXP1 ↓ IKZF1 ↓ PAX5 ↓ | |
Gene expression, translation | TCF7L2 ↑ EIF4E3 ↑ EIF1 ↑ C14orf4 ↑ KLF3 ↑ | TBL1XR1 ↓ HELLS ↓ RPS2 ↓ EBF1 ↓ ZNF587 ↓ |
Apoptosis, autophagy, DNA repair | DRAM1 ↑ C19orf40 ↑ | C9orf102 ↓ |
Metabolism, ion channel, transport, trafficking, protein degradation | FAM26F ↑ GCH1 ↑ MT1P2 ↑ MT1E ↑ STOM ↑ MT1E/MT1H/MT1M ↑ ACSL1 ↑ AAK1 ↑ VAMP5 ↑ RAB13 ↑ RCN1 ↑ RNF217 ↑ RAB6A ↑ MGST2 ↑ BLVRA ↑ C14orf133 ↑ PDXK ↑ GMPPA ↑ HTATIP2 ↑ HEBP1 ↑ CHP1 ↑ | C7orf68 ↓ GOLGA8B ↓ RIMKLB ↓ DPY19L2 ↓ UBE3C ↓ DNAJB7 ↓ |
Adhesion, regulation of actin, cytoskeleton, exocytosis, and extracellular matrix | RAB27A ↑ PECAM1 ↑ RHOU ↑ MYOF ↑ DYSF ↑ CCDC80 ↑ AOC3 ↑ CTNNA1 ↑ GPR124 ↑ | RALGPS2 ↓ |
Unknown function, RNA gene | ANKRD22 ↑ GLIPR2 ↑ NKG7 ↑ CNIH4 ↑ SAMD3 ↑ TMEM176A ↑ SLFN12 ↑ PLEKHO2 ↑ C21orf33/PWP2 ↑ | FAM129C ↓ C13orf18 ↓ NAPSB ↓ SNORA68 ↓ SNORA74A ↓ BRWD2 ↓ FAM108C1 ↓ SNORD104 ↓ FLJ43663 ↓ SNHG12 ↓ PMS2L1 ↓ LOC284513 ↓ |
PI3Khigh/CD37−vs PI3Khigh/CD37+ABC-DLBCL (FDR <0.01) | ||
Immune responses, inflammation, host defense | FCGR1B ↑ GBP1 ↑ FPR2 ↑ TRBC1 ↑ IFITM1 ↑ FCGR3B ↑ FCGR1A/C ↑ C3AR1 ↑ CD14 ↑ | |
Signaling | SECTM1 ↑ TNFSF10 ↑ SEMA4D ↑ APLP2 ↑ | |
Differentiation, transcription factors | BCL11B ↑ KLF3 ↑ | |
Cell cycle | CCND1 ↑ PTP4A2 ↑ | |
Apoptosis | DRAM1 ↑ EPB41L3 ↑ | |
Ion channel, transport, trafficking, protein degradation, metabolism | MT1H ↑ FAM26F ↑ MT1G ↑ MT2A ↑ MT1X ↑ CPD ↑ MT1E/MT1H/MT1M ↑ SLC8A1 ↑ MT1E ↑ AAK1 ↑ LYST ↑ APOL6 ↑ RAB1A ↑ | |
Adhesion | PECAM1 ↑ | |
RNA regulation, unknown function | ANKRD22 ↑ ZC3H12C ↑ GLIPR2 ↑ | SNORD104 ↓ |
CD37−ABC vs CD37−GCB (FDR <0.01, fold change >2) | ||
Immune responses, inflammation | TNFRSF13B ↑ S100A8 ↑ GZMB ↑ CLECL1 ↑ LILRB2 ↑ FCRL5 ↑ CCL8 ↑ | IGHG1 ↓ |
Signaling | IGHM ↑ | MME ↓ STAP1 ↓ |
Transcription regulation, DNA replication, microRNA | BATF ↑ IRF4 ↑ MIR155HG ↑ | MYBL1 ↓ ELL3/SERINC4 ↓ STAG3 ↓ SSBP2 ↓ BCL6 ↓ |
Metabolism, ion channel | FUT8 ↑ FAM26F ↑ DHRS9 ↑ | |
Adhesion, cytoskeleton, extracellular matrix | TUBB4 ↑ CD44 ↑ | CILP ↓ KANK1 ↓ PCDHGB7 ↓ MARCKSL1 ↓ |
Unknown function | ANKRD22 ↑ C1orf186 ↑C13orf18 ↑ MPEG1 ↑ | FLJ42418 ↓C17orf99 ↓ TMEM108 ↓ TEX9 ↓ CRNDE ↓ CCDC85A ↓ BTNL9 ↓ KIAA0746 ↓ |
CD37+ABC vs CD37+GCB (FDR <0.01, fold change >2.18) | ||
Immune responses | TNFRSF13B ↑ CLECL1 ↑ FCRL5 ↑ GZMB ↑ | IGHG1 ↓ HLA-DOB ↓ LRMP ↓ CXCL14 ↓ |
Signaling | IGHM ↑ BLNK ↑ | MME ↓ STAP1 ↓ PTPRS ↓ SPRED2 ↓ PDE4D ↓ RRAS2 ↓ FNDC1 ↓ |
Differentiation | AICDA ↑ | LMO2 ↓ |
Transcription regulation, DNA replication, microRNA | FOXP1 ↑ PARP15 ↑ BATF ↑ TCF4 ↑ IRF4 ↑ MIR155HG ↑ | MYBL1 ↓ STAG3 ↓ HOPX ↓TOX ↓ SSBP2 ↓ REL ↓ |
Cell cycle | NEK6 ↓ | |
Metabolism, transport | XK ↑ P2RX5 ↑ FUT8 ↑ SLC2A13 ↑ | SLC12A8 ↓ PLEKHF2 ↓ GALNT14 ↓ SULF1 ↓ LHPP ↓ |
Adhesion, cytoskeleton, extracellular matrix, migration | TUBB4 ↑ | CILP ↓ POSTN ↓ MARCKSL1 ↓ DPT ↓ PCDHGB7 ↓ RAPH1 ↓ CPNE3 ↓ COL5A1 ↓ KANK1 ↓ PTK2 ↓ |
Unknown function | C13orf18 ↑ FAM129C ↑ C1orf186 ↑ TBC1D27 ↑ MPEG1 ↑ | C17orf99 ↓ FLJ42418 ↓ CCDC144B ↓ TMEM108 ↓ BTNL9 ↓ PRO1483 ↓ CCDC85A ↓ KIAA0746 ↓ |
Function categories . | Upregulated . | Downregulated . |
---|---|---|
CD37−vs CD37+DLBCL (FDR <0.05) | ||
Immune responses, inflammation, host defense | FCGR1B ↑ LILRB2 ↑ SERPING1 ↑ IRF1 ↑ TLR2 ↑ SAMHD1 ↑ IFITM1 ↑ IFITM3 ↑ PYCARD ↑ HEBP1 ↑ | |
Signaling | FNIP2 ↑ RCAN1 ↑ SERPINA1 ↑ | CD37 ↓ MS4A1/CD20 ↓ VSNL1 ↓ LPAR6 ↓ |
Differentiation | FNDC3B ↑ | AICDA ↓ BCL11A ↓ FOXP1 ↓ XBP1 ↓ PAX5 ↓ |
Gene expression, translation, cell cycle | EIF1 ↑ | CDK5R1 ↓ METTL2A/B ↓ ZNF581 ↓ ZNF765 ↓ |
Apoptosis, DNA damage response | DRAM1 ↑ | C9orf102 ↓ |
Metabolism, protein repair and degradation, oxidative stress, lipid movement, transport, intracellular membrane trafficking | GCH1 ↑ MT1G ↑ MT1P2 ↑ PAM ↑ MT1E ↑ C11orf67 ↑ MT1E/MT1H/MT1M ↑ UBR1 ↑ APOL6 ↑ RCN1 ↑ PCMT1 ↑ MSRB2 ↑ NUB1 ↑ RAB6A ↑ ARF4 ↑ RAB1B ↑ AQP9 ↑ CDIPT ↑ C12orf62 ↑ DPYD ↑ | ZDHHC21 ↓ GOLGA8A/B ↓ |
Adhesion, regulation of actin, cytoskeleton, exocytosis, and extracellular matrix | RAB27A ↑ AOC3 ↑ GPR124 ↑ NINJ1 ↑ WDR1 ↑ CRISPLD2 ↑ RHOU ↑ | DMD ↓ |
Unknown function, RNA gene | ANKRD22 ↑ MOP-1 ↑ CNIH4 ↑ PLEKHO2 ↑ FTHP1 ↑ C4orf32 ↑ FAM167B ↑ PWWP2B ↑ | FAM129C ↓ NAPSB ↓ SNORA74A ↓ BRWD2 ↓ FAM108C1 ↓ LOC283887 ↓ RAB7L1 ↓ LOC133874 ↓ |
CD37−vs CD37+ABC-DLBCL (FDR <0.05) | ||
Immune responses, inflammation, host defense | LILRB2 ↑ C1S ↑ AIF1 ↑ IFITM1 ↑ IFITM3 ↑ SERPING1 ↑ HLA-C ↑ LST1 ↑ B2M ↑ ISG15 ↑ | |
Signaling | SRC ↑ STAT4 ↑ CD63 ↑ SEMA4D ↑ SECTM1 ↑ VDR ↑ RCAN1 ↑ ACVRL1 ↑ PREX1 ↑ PROCR ↑ TNIP2 ↑ RALB ↑ | CD37 ↓ |
Differentiation | AICDA ↓ BCL11A ↓ FOXP1 ↓ IKZF1 ↓ PAX5 ↓ | |
Gene expression, translation | TCF7L2 ↑ EIF4E3 ↑ EIF1 ↑ C14orf4 ↑ KLF3 ↑ | TBL1XR1 ↓ HELLS ↓ RPS2 ↓ EBF1 ↓ ZNF587 ↓ |
Apoptosis, autophagy, DNA repair | DRAM1 ↑ C19orf40 ↑ | C9orf102 ↓ |
Metabolism, ion channel, transport, trafficking, protein degradation | FAM26F ↑ GCH1 ↑ MT1P2 ↑ MT1E ↑ STOM ↑ MT1E/MT1H/MT1M ↑ ACSL1 ↑ AAK1 ↑ VAMP5 ↑ RAB13 ↑ RCN1 ↑ RNF217 ↑ RAB6A ↑ MGST2 ↑ BLVRA ↑ C14orf133 ↑ PDXK ↑ GMPPA ↑ HTATIP2 ↑ HEBP1 ↑ CHP1 ↑ | C7orf68 ↓ GOLGA8B ↓ RIMKLB ↓ DPY19L2 ↓ UBE3C ↓ DNAJB7 ↓ |
Adhesion, regulation of actin, cytoskeleton, exocytosis, and extracellular matrix | RAB27A ↑ PECAM1 ↑ RHOU ↑ MYOF ↑ DYSF ↑ CCDC80 ↑ AOC3 ↑ CTNNA1 ↑ GPR124 ↑ | RALGPS2 ↓ |
Unknown function, RNA gene | ANKRD22 ↑ GLIPR2 ↑ NKG7 ↑ CNIH4 ↑ SAMD3 ↑ TMEM176A ↑ SLFN12 ↑ PLEKHO2 ↑ C21orf33/PWP2 ↑ | FAM129C ↓ C13orf18 ↓ NAPSB ↓ SNORA68 ↓ SNORA74A ↓ BRWD2 ↓ FAM108C1 ↓ SNORD104 ↓ FLJ43663 ↓ SNHG12 ↓ PMS2L1 ↓ LOC284513 ↓ |
PI3Khigh/CD37−vs PI3Khigh/CD37+ABC-DLBCL (FDR <0.01) | ||
Immune responses, inflammation, host defense | FCGR1B ↑ GBP1 ↑ FPR2 ↑ TRBC1 ↑ IFITM1 ↑ FCGR3B ↑ FCGR1A/C ↑ C3AR1 ↑ CD14 ↑ | |
Signaling | SECTM1 ↑ TNFSF10 ↑ SEMA4D ↑ APLP2 ↑ | |
Differentiation, transcription factors | BCL11B ↑ KLF3 ↑ | |
Cell cycle | CCND1 ↑ PTP4A2 ↑ | |
Apoptosis | DRAM1 ↑ EPB41L3 ↑ | |
Ion channel, transport, trafficking, protein degradation, metabolism | MT1H ↑ FAM26F ↑ MT1G ↑ MT2A ↑ MT1X ↑ CPD ↑ MT1E/MT1H/MT1M ↑ SLC8A1 ↑ MT1E ↑ AAK1 ↑ LYST ↑ APOL6 ↑ RAB1A ↑ | |
Adhesion | PECAM1 ↑ | |
RNA regulation, unknown function | ANKRD22 ↑ ZC3H12C ↑ GLIPR2 ↑ | SNORD104 ↓ |
CD37−ABC vs CD37−GCB (FDR <0.01, fold change >2) | ||
Immune responses, inflammation | TNFRSF13B ↑ S100A8 ↑ GZMB ↑ CLECL1 ↑ LILRB2 ↑ FCRL5 ↑ CCL8 ↑ | IGHG1 ↓ |
Signaling | IGHM ↑ | MME ↓ STAP1 ↓ |
Transcription regulation, DNA replication, microRNA | BATF ↑ IRF4 ↑ MIR155HG ↑ | MYBL1 ↓ ELL3/SERINC4 ↓ STAG3 ↓ SSBP2 ↓ BCL6 ↓ |
Metabolism, ion channel | FUT8 ↑ FAM26F ↑ DHRS9 ↑ | |
Adhesion, cytoskeleton, extracellular matrix | TUBB4 ↑ CD44 ↑ | CILP ↓ KANK1 ↓ PCDHGB7 ↓ MARCKSL1 ↓ |
Unknown function | ANKRD22 ↑ C1orf186 ↑C13orf18 ↑ MPEG1 ↑ | FLJ42418 ↓C17orf99 ↓ TMEM108 ↓ TEX9 ↓ CRNDE ↓ CCDC85A ↓ BTNL9 ↓ KIAA0746 ↓ |
CD37+ABC vs CD37+GCB (FDR <0.01, fold change >2.18) | ||
Immune responses | TNFRSF13B ↑ CLECL1 ↑ FCRL5 ↑ GZMB ↑ | IGHG1 ↓ HLA-DOB ↓ LRMP ↓ CXCL14 ↓ |
Signaling | IGHM ↑ BLNK ↑ | MME ↓ STAP1 ↓ PTPRS ↓ SPRED2 ↓ PDE4D ↓ RRAS2 ↓ FNDC1 ↓ |
Differentiation | AICDA ↑ | LMO2 ↓ |
Transcription regulation, DNA replication, microRNA | FOXP1 ↑ PARP15 ↑ BATF ↑ TCF4 ↑ IRF4 ↑ MIR155HG ↑ | MYBL1 ↓ STAG3 ↓ HOPX ↓TOX ↓ SSBP2 ↓ REL ↓ |
Cell cycle | NEK6 ↓ | |
Metabolism, transport | XK ↑ P2RX5 ↑ FUT8 ↑ SLC2A13 ↑ | SLC12A8 ↓ PLEKHF2 ↓ GALNT14 ↓ SULF1 ↓ LHPP ↓ |
Adhesion, cytoskeleton, extracellular matrix, migration | TUBB4 ↑ | CILP ↓ POSTN ↓ MARCKSL1 ↓ DPT ↓ PCDHGB7 ↓ RAPH1 ↓ CPNE3 ↓ COL5A1 ↓ KANK1 ↓ PTK2 ↓ |
Unknown function | C13orf18 ↑ FAM129C ↑ C1orf186 ↑ TBC1D27 ↑ MPEG1 ↑ | C17orf99 ↓ FLJ42418 ↓ CCDC144B ↓ TMEM108 ↓ BTNL9 ↓ PRO1483 ↓ CCDC85A ↓ KIAA0746 ↓ |