Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: APOM

Gene summary for APOM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

APOM

Gene ID

55937

Gene nameapolipoprotein M
Gene AliasG3a
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0006807

UniProtAcc

A0A1U9X793


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
55937APOMHCC1_MengHumanLiverHCC1.24e-1191.64e+000.0246
55937APOMHCC2_MengHumanLiverHCC1.67e-03-1.08e-010.0107
55937APOMcirrhotic2HumanLiverCirrhotic8.53e-036.49e-030.0201
55937APOMHCC1HumanLiverHCC3.99e-133.49e+000.5336
55937APOMHCC2HumanLiverHCC9.69e-243.48e+000.5341
55937APOMPt13.aHumanLiverHCC6.49e-508.36e-010.021
55937APOMPt13.bHumanLiverHCC9.14e-565.76e-010.0251
55937APOMPt13.cHumanLiverHCC3.48e-024.74e-010.0076
55937APOMPt14.aHumanLiverHCC7.16e-031.48e-010.0169
55937APOMPt14.bHumanLiverHCC1.02e-053.59e-010.018
55937APOMPt14.dHumanLiverHCC3.31e-041.58e-010.0143
55937APOMS014HumanLiverHCC1.20e-262.27e+000.2254
55937APOMS015HumanLiverHCC4.49e-443.39e+000.2375
55937APOMS016HumanLiverHCC3.52e-262.73e+000.2243
55937APOMS028HumanLiverHCC3.95e-221.22e+000.2503
55937APOMS029HumanLiverHCC7.12e-241.65e+000.2581
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:005508811LiverCirrhoticlipid homeostasis74/4634167/187232.46e-088.51e-0774
GO:000963612LiverCirrhoticresponse to toxic substance104/4634262/187235.63e-081.74e-06104
GO:000974312LiverCirrhoticresponse to carbohydrate101/4634253/187236.24e-081.92e-06101
GO:003428412LiverCirrhoticresponse to monosaccharide90/4634225/187232.87e-077.01e-0690
GO:004263211LiverCirrhoticcholesterol homeostasis46/463496/187237.15e-071.52e-0546
GO:005509211LiverCirrhoticsterol homeostasis46/463497/187231.04e-062.13e-0546
GO:000974612LiverCirrhoticresponse to hexose86/4634219/187231.30e-062.59e-0586
GO:00097497LiverCirrhoticresponse to glucose82/4634212/187234.54e-067.51e-0582
GO:00987547LiverCirrhoticdetoxification60/4634152/187234.09e-054.86e-0460
GO:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:00972377LiverCirrhoticcellular response to toxic substance50/4634124/187239.20e-059.79e-0450
GO:19907487LiverCirrhoticcellular detoxification47/4634116/187231.28e-041.26e-0347
GO:0042157LiverCirrhoticlipoprotein metabolic process53/4634135/187231.32e-041.29e-0353
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:00343681LiverCirrhoticprotein-lipid complex remodeling16/463430/187237.20e-045.36e-0316
GO:00343691LiverCirrhoticplasma lipoprotein particle remodeling16/463430/187237.20e-045.36e-0316
GO:00333441LiverCirrhoticcholesterol efflux29/463469/187231.20e-038.12e-0329
GO:001591811LiverCirrhoticsterol transport48/4634130/187231.32e-038.83e-0348
GO:003030111LiverCirrhoticcholesterol transport44/4634117/187231.34e-038.98e-0344
GO:00343671LiverCirrhoticprotein-containing complex remodeling16/463432/187231.77e-031.13e-0216
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
APOMinsertionIn_Frame_Insnovelc.411_412insACGAGGTTGAGGCAGGAGAATp.Thr137_Gly138insThrArgLeuArgGlnGluAsnp.T137_G138insTRLRQENO95445protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
APOMSNVMissense_Mutationrs548136627c.100N>Ap.Val34Metp.V34MO95445protein_codingtolerated(0.23)benign(0.003)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
APOMSNVMissense_Mutationnovelc.563N>Gp.Asn188Serp.N188SO95445protein_codingtolerated_low_confidence(0.67)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
APOMSNVMissense_Mutationnovelc.274N>Tp.Asp92Tyrp.D92YO95445protein_codingdeleterious(0)possibly_damaging(0.487)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
APOMSNVMissense_Mutationrs753977558c.427C>Tp.Arg143Cysp.R143CO95445protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
APOMSNVMissense_Mutationnovelc.203N>Gp.Asn68Serp.N68SO95445protein_codingtolerated(0.14)probably_damaging(0.99)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
APOMSNVMissense_Mutationrs529627933c.253C>Tp.Arg85Cysp.R85CO95445protein_codingdeleterious(0.01)possibly_damaging(0.731)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
APOMSNVMissense_Mutationnovelc.445N>Tp.Arg149Cysp.R149CO95445protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EO-A3AV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinCR
APOMSNVMissense_Mutationnovelc.179T>Cp.Leu60Serp.L60SO95445protein_codingdeleterious(0)probably_damaging(1)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
APOMSNVMissense_Mutationc.83A>Cp.Gln28Prop.Q28PO95445protein_codingtolerated(0.43)benign(0)TCGA-DD-A119-01Liverliver hepatocellular carcinomaMale<65III/IVUnknownUnknownSD
Page: 1 2 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
Page: 1