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Center for Computational Systems Medicine
Soverview

1. Gene summary of enriched editing regions

Soverview

2. Tumor-specific enriched editing regions

Comparison of enriched editing regions between tumor and normal.

Correlation of enriched editing regions with tumor stages.

Associations of enriched editing regions with cancer survival.

Soverview

3. Enriched editing regions and immune related genes

Soverview

4. Enriched editing regions and immune related splicing

Soverview

5. Enriched editing regions and immune infiltration

Soverview

6. Enriched editing regions and immune gene sets

Correlation of enriched editing regions with epithelial-mesenchymal transition.

Correlations of enriched editing regions with hypoxic.

Associations of enriched editing regions with hallmark gene sets from MSigDB.

Soverview

7. Enriched editing regions and drugs

Correlations between enriched editing regions and drug sensitivity.

Enriched editing regions targeted by drugs from DrugBank database.

Editing gene: PAM16 (ImmuneEditome ID:51025)

1. Gene summary of enriched editing regions for PAM16

check button Gene summary
Gene informationGene symbol

PAM16

Gene ID

51025

GeneSynonymsCGI-136|MAGMAS|SMDMDM|TIM16|TIMM16
GeneCytomap

16p13.3

GeneTypeprotein-coding
GeneDescriptionmitochondrial import inner membrane translocase subunit TIM16|magmas-like protein|mitochondria associated protein involved in granulocyte macrophage colony stimulating factor signal transduction|mitochondria-associated granulocyte macrophage CSF-signaling molecule|presequence translocase associated motor 16 homolog
GeneModificationdate20230329
UniprotIDQ9Y3D7;I3L0X9;A0A0B4J298;I3L1K9;I3L1U7;I3L3T0
PubMed ID

check buttonUCSC image.
all structure

check buttonLocations of each EERs.
EERENSTENSGGeneNameRegionRepeatdsRNA structure
chr16:4348703-4350614:-ENST00000573614.4ENSG00000217930.6PAM16ncRNA_intronicAluJb,AluSx3,AluSz6,AluJo,(TA)n,MER5A,MIRb,AluYchr16:4348703-4350614:-.alignment
chr16:4348703-4350614:-ENST00000575942.1ENSG00000217930.6PAM16ncRNA_intronicAluJb,AluSx3,AluSz6,AluJo,(TA)n,MER5A,MIRb,AluYchr16:4348703-4350614:-.alignment


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2. Tumor-specific enriched editing regions for PAM16


all structure

check buttonComparison of enriched editing regions between tumor and normal.
* P<0.05 and Informative number >=20.
* EER: enriched editing region, EAG: EER-associated genes.
ID_eventscancerTypePBoxplot


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check buttonCorrelation of enriched editing regions with tumor stages.
* AnovaP<0.05, Pearson P<0.05 and Informative number >=20.
* EER: enriched editing region, EAG: EER-associated genes, Path: Pathological stage, Cli: Clinical stage.
* Only shows the most significant correlation result of EERs/EAGs with either pathological stage or clinical stage according to correlation coefficient (R). For more results, please go to download page.
ID_eventscancerTypeStageTypeAnovaPPRBoxplot
chr16:4348703-4350614:-STADPathEER4.9520e-024.9131e-020.1393image
ENSG00000217930.6,PAM16STADPathEAG3.4197e-023.9639e-020.1449image


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check button Associations of enriched editing regions with cancer survival.
* Pkm<0.05 and Pcox<0.05.
* EER: enriched editing region, EAG: EER-associated genes.
ID_eventscancerTypeIDPkmPcox_continuousHR_continuousKMPlot
chr16:4348703-4350614:-BRCAEER2.6484e-022.8846e-023.2016e-02image
chr16:4348703-4350614:-LUADEER4.3186e-023.3392e-021.0066e+01image
ENSG00000217930.6,PAM16LUADEAG4.4269e-023.8241e-029.0967e+00image

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3. Enriched editing regions and immune related genes for PAM16


all structure

check button Enriched editing regions and immune related genes.
* First, the associations between enriched editing regions and genes were tested by QTL and Pearson method (QTL: FDR<0.05 and Pearson: P<0.05).
* Second, the gene relationships with immune were tested by three analyses: whether the gene is an immune gene (InnateDB、Immport、Immunome、Immunogenetic Related Information Source (IRIS)), whether the gene is associated with immune infiltration and whether the gene is related to immune gene sets.
* EER: enriched editing region, EAG: EER-associated genes.
* Only shows the most significant correlation result of genes with the fraction of different immune cells and the scores of 50 hallmark genesets according to correlation coefficient (R). For more results, please go to download page.
ID_eventscancerTypeGenebetaFDRPearsonPPearsonRCorrelationPlotRBPRBPtargetsImmuneGeneImmuneFractionHallMark

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4. Enriched editing regions and immune related splicing for PAM16


all structure

check button Enriched editing regions and immune related splicing.
* First, the associations between enriched editing regions and splicing events were tested by QTL and Pearson method (QTL: FDR<0.05 and Pearson: P<0.05).
* Second, the splicing relationships with immune were tested by three analyses: whether the splicing event locates in an immune gene (InnateDB、Immport, Immunome and Immunogenetic Related Information Source (IRIS)), whether the splicing event is associated with immune infiltration and whether the splicing event is related to immune gene sets.
* EER: enriched editing region, EAG: EER-associated genes.
* Only shows the most significant correlation result of splicing events with the fraction of different immune cells and the scores of 50 hallmark genesets according to correlation coefficient (R). For more results, please go to download page.
ID_eventscancerTypeSplicingTypeSplicingGeneSplicingChrSplicingPositionbetaFDRPearsonPPearsonRCorrelationPlotRBPRBPtargetsImmuneGeneImmuneFractionHallMark

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5. Enriched editing regions and immune infiltration for PAM16


all structure

check button Associations of enriched editing regions with immune infiltration.
* P<0.05 and Informative number >=20.
* EER: enriched editing region, EAG: EER-associated genes.
* Only shows the most significant correlation result of EERs/EAGs with the fraction of different immune cells according to correlation coefficient (R). For more results, please go to download page.
ID_eventscancerTypeIDImmuneCellPRCorrelationPlot
ENSG00000217930.6,PAM16BRCAEAGPlasma_cells2.9152e-020.1406image
chr16:4348703-4350614:-CESCEERDendritic_cells_activated1.5201e-020.3485image
ENSG00000217930.6,PAM16CESCEAGDendritic_cells_activated1.5201e-020.3485image
ENSG00000217930.6,PAM16COADEAGEosinophils2.5903e-020.3934image
chr16:4348703-4350614:-ESCAEERMacrophages_M26.4053e-030.2696image
ENSG00000217930.6,PAM16ESCAEAGMacrophages_M29.1600e-030.2569image
chr16:4348703-4350614:-KIRCEERDendritic_cells_activated1.0967e-030.3521image
ENSG00000217930.6,PAM16KIRCEAGDendritic_cells_activated2.3716e-090.5894image
chr16:4348703-4350614:-LAMLEERMacrophages_M26.4921e-03-0.2394image
ENSG00000217930.6,PAM16LAMLEAGPlasma_cells1.7565e-020.2080image
chr16:4348703-4350614:-LIHCEERMacrophages_M04.5110e-030.3379image
ENSG00000217930.6,PAM16LIHCEAGMacrophages_M04.5110e-030.3379image
chr16:4348703-4350614:-LUSCEERDendritic_cells_resting7.2399e-030.3491image
ENSG00000217930.6,PAM16LUSCEAGDendritic_cells_resting8.3456e-030.3404image
chr16:4348703-4350614:-OVEERT_cells_regulatory_(Tregs)4.1829e-020.1601image
ENSG00000217930.6,PAM16OVEAGT_cells_regulatory_(Tregs)4.1103e-020.1602image
ENSG00000217930.6,PAM16SARCEAGPlasma_cells1.1200e-040.6959image
chr16:4348703-4350614:-SKCMEERT_cells_regulatory_(Tregs)3.9730e-020.2538image
ENSG00000217930.6,PAM16SKCMEAGT_cells_regulatory_(Tregs)3.8207e-020.2538image
chr16:4348703-4350614:-STADEERT_cells_CD84.3885e-030.1972image
ENSG00000217930.6,PAM16STADEAGT_cells_CD83.1109e-030.2036image


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6. Enriched editing regions and immune gene sets for PAM16


all structure

check button Correlation of enriched editing regions with epithelial-mesenchymal transition.
* First, the differences of enriched editing regions between Epi and Mes groups (defined by KS-test) were compared (P<0.05 and Informative number >=20).
* Second, the correlations between enriched editing regions and gene set score of HALLMARK_EPITHELIAL_MESENCHYMAL_TRANSITION were analyzed (P<0.05 and Informative number >=20).
* EER: enriched editing region, EAG: EER-associated genes.
* Only shows the EERs/EAGs significantly edited between Epi and Mes group.
ID_eventscancerTypeE2M_PBoxplotCorPCorRCorrelationPlot


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check button Correlations of enriched editing regions with hypoxic.
* First, there are four hypoxia scores used in the database. The first three hypoxic scores were calculated on three gene sets of Buffa, Ragnum and Winter based on one previous study (PMID: 32024819). One last hypoxia score was defined on HALLMARK_HYPOXIA by GSVA method.
* Second, the correlations enriched editing regions with the four hypoxic scores were analyzed (P<0.05 and Informative number >=20).
* EER: enriched editing region, EAG: EER-associated genes.
* Only shows the EERs/EAGs significantly correlated with all four hypoxia gene set scores. For more results, please go to download page.
ID_eventscancerTypeBuffa_P Buffa_R Ragnum_P Ragnum_R Winter_P Winter_R HALLMARK_P HALLMARK_R CorrelationPlot


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check button Associations of enriched editing regions with hallmark gene sets from MSigDB.
* P<0.05 and Informative number >=20.
* EER: enriched editing region, EAG: EER-associated genes.
* Only shows the most significant correlation result of EERs/EAGs with the scores of 50 hallmark genesets according to correlation coefficient (R). For more results, please go to download page.
ID_eventscancerHallmarkTypeTypePRCorrelationPlot
ENSG00000217930.6,PAM16BLCAGSVA_HALLMARK_MYC_TARGETS_V2EAG2.1324e-02-0.2691image
chr16:4348703-4350614:-BLCAGSVA_HALLMARK_MYC_TARGETS_V2EER2.1286e-02-0.2710image
chr16:4348703-4350614:-BRCAGSVA_HALLMARK_XENOBIOTIC_METABOLISMEER3.1534e-02-0.1397image
ENSG00000217930.6,PAM16CESCGSVA_HALLMARK_CHOLESTEROL_HOMEOSTASISEAG2.9729e-02-0.3140image
chr16:4348703-4350614:-CESCGSVA_HALLMARK_CHOLESTEROL_HOMEOSTASISEER2.9729e-02-0.3140image
ENSG00000217930.6,PAM16COADGSVA_HALLMARK_SPERMATOGENESISEAG4.8746e-03-0.4853image
chr16:4348703-4350614:-ESCAGSVA_HALLMARK_HYPOXIAEER1.2160e-020.2487image
ENSG00000217930.6,PAM16ESCAGSVA_HALLMARK_HYPOXIAEAG2.5307e-020.2214image
ENSG00000217930.6,PAM16KIRCGSVA_HALLMARK_P53_PATHWAYEAG6.2747e-03-0.2925image
chr16:4348703-4350614:-KIRCGSVA_HALLMARK_TNFA_SIGNALING_VIA_NFKBEER3.2954e-02-0.2344image
ENSG00000217930.6,PAM16KIRPGSVA_HALLMARK_UV_RESPONSE_DNEAG4.3362e-020.3386image
chr16:4348703-4350614:-KIRPGSVA_HALLMARK_UV_RESPONSE_DNEER4.3362e-020.3386image
ENSG00000217930.6,PAM16LIHCGSVA_HALLMARK_PROTEIN_SECRETIONEAG2.4671e-020.2703image
chr16:4348703-4350614:-LIHCGSVA_HALLMARK_PROTEIN_SECRETIONEER2.4671e-020.2703image
chr16:4348703-4350614:-LUADGSVA_HALLMARK_APICAL_JUNCTIONEER4.0000e-02-0.1927image
ENSG00000217930.6,PAM16LUADGSVA_HALLMARK_CHOLESTEROL_HOMEOSTASISEAG4.6087e-020.1856image
chr16:4348703-4350614:-LUSCGSVA_HALLMARK_TGF_BETA_SIGNALINGEER1.5127e-020.3176image
ENSG00000217930.6,PAM16LUSCGSVA_HALLMARK_TGF_BETA_SIGNALINGEAG1.4033e-020.3182image
chr16:4348703-4350614:-OVGSVA_HALLMARK_PANCREAS_BETA_CELLSEER7.0462e-040.2635image
ENSG00000217930.6,PAM16OVGSVA_HALLMARK_REACTIVE_OXYGEN_SPECIES_PATHWAYEAG9.2776e-040.2570image
ENSG00000217930.6,PAM16PAADGSVA_HALLMARK_MITOTIC_SPINDLEEAG4.8541e-020.3572image
ENSG00000217930.6,PAM16SARCGSVA_HALLMARK_IL2_STAT5_SIGNALINGEAG2.8812e-020.4373image
chr16:4348703-4350614:-SKCMGSVA_HALLMARK_IL2_STAT5_SIGNALINGEER2.8654e-020.2695image
ENSG00000217930.6,PAM16SKCMGSVA_HALLMARK_IL2_STAT5_SIGNALINGEAG2.7993e-020.2686image
chr16:4348703-4350614:-STADGSVA_HALLMARK_KRAS_SIGNALING_DNEER2.2882e-060.3217image
ENSG00000217930.6,PAM16STADGSVA_HALLMARK_KRAS_SIGNALING_DNEAG2.7450e-060.3178image


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7. Enriched editing regions and drugs for PAM16


all structure

check button Correlations between enriched editing regions and drug sensitivity.
* First, the drug sensitivity (IS50) was estimated on 84 drugs by pRRophetic package.
* Second, the correlations between editing enriched regions and drug sensitivity were analyzed (P<0.05 and Informative number >=20).
* EER: enriched editing region, EAG: EER-associated genes.
* Only shows the most significant correlation result of EERs/EAGs with the IS50 scores of 84 drugs according to correlation coefficient (R). For more results, please go to download page.
ID_eventscancerDrugTypePRCorrelationPlot
ENSG00000217930.6,PAM16BLCADocetaxelEAG3.7014e-030.3356image
chr16:4348703-4350614:-BLCADocetaxelEER4.1089e-030.3343image
chr16:4348703-4350614:-BRCADocetaxelEER2.2310e-030.1977image
ENSG00000217930.6,PAM16BRCACEP.701EAG2.0228e-020.1495image
ENSG00000217930.6,PAM16CESCAKT.inhibitor.VIIIEAG3.9904e-02-0.2977image
chr16:4348703-4350614:-CESCAKT.inhibitor.VIIIEER3.9904e-02-0.2977image
ENSG00000217930.6,PAM16COADCyclopamineEAG1.5582e-020.4307image
chr16:4348703-4350614:-ESCAFH535EER9.8921e-030.2556image
ENSG00000217930.6,PAM16ESCAFH535EAG7.7815e-030.2621image
ENSG00000217930.6,PAM16KIRCBI.D1870EAG6.9613e-080.5422image
chr16:4348703-4350614:-KIRCBI.D1870EER5.9095e-050.4261image
ENSG00000217930.6,PAM16KIRPGDC.0449EAG3.3808e-02-0.3546image
chr16:4348703-4350614:-KIRPGDC.0449EER3.3808e-02-0.3546image
chr16:4348703-4350614:-LAMLCisplatinEER4.4276e-03-0.2500image
ENSG00000217930.6,PAM16LAMLElesclomolEAG2.8740e-03-0.2595image
ENSG00000217930.6,PAM16LIHCEtoposideEAG1.5471e-040.4400image
chr16:4348703-4350614:-LIHCEtoposideEER1.5471e-040.4400image
chr16:4348703-4350614:-LUADBX.795EER4.1750e-030.2664image
ENSG00000217930.6,PAM16LUADBX.795EAG2.4100e-020.2094image
chr16:4348703-4350614:-LUSCCGP.60474EER1.0239e-020.3346image
ENSG00000217930.6,PAM16LUSCAZD7762EAG1.2696e-020.3226image
chr16:4348703-4350614:-OVGNF.2EER4.0925e-04-0.2744image
ENSG00000217930.6,PAM16OVGNF.2EAG6.2949e-04-0.2650image
ENSG00000217930.6,PAM16PAADFTI.277EAG2.2338e-02-0.4090image
ENSG00000217930.6,PAM16SARCFTI.277EAG8.2206e-050.7053image
chr16:4348703-4350614:-SKCMAMG.706EER8.6456e-04-0.4004image
ENSG00000217930.6,PAM16SKCMAMG.706EAG9.6277e-04-0.3942image
chr16:4348703-4350614:-STADBIRB.0796EER2.0281e-03-0.2133image
ENSG00000217930.6,PAM16STADBIRB.0796EAG1.2527e-03-0.2217image


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check button EAGs targeted by drugs from DrugBank database.
* EAG: EER-associated genes.
EERENSTUniprotIDDrugBankIDDrugDrugType