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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: ELMOD2

Gene summary for ELMOD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ELMOD2

Gene ID

255520

Gene nameELMO domain containing 2
Gene Alias9830169G11Rik
Cytomap4q31.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q8IZ81


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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
255520ELMOD2HCC1_MengHumanLiverHCC1.89e-445.23e-020.0246
255520ELMOD2HCC2_MengHumanLiverHCC4.15e-218.31e-020.0107
255520ELMOD2HCC1HumanLiverHCC6.29e-032.31e+000.5336
255520ELMOD2HCC2HumanLiverHCC9.57e-072.84e+000.5341
255520ELMOD2Pt14.aHumanLiverHCC8.87e-032.51e-010.0169
255520ELMOD2S015HumanLiverHCC9.92e-094.67e-010.2375
255520ELMOD2S016HumanLiverHCC2.30e-072.63e-010.2243
255520ELMOD2S028HumanLiverHCC6.71e-144.93e-010.2503
255520ELMOD2S029HumanLiverHCC8.39e-135.10e-010.2581
255520ELMOD2C04HumanOral cavityOSCC6.44e-113.96e-010.2633
255520ELMOD2C21HumanOral cavityOSCC5.85e-287.86e-010.2678
255520ELMOD2C30HumanOral cavityOSCC1.53e-125.70e-010.3055
255520ELMOD2C43HumanOral cavityOSCC2.27e-071.52e-010.1704
255520ELMOD2C46HumanOral cavityOSCC1.04e-122.65e-010.1673
255520ELMOD2C51HumanOral cavityOSCC1.28e-053.14e-010.2674
255520ELMOD2C57HumanOral cavityOSCC1.34e-123.01e-010.1679
255520ELMOD2C06HumanOral cavityOSCC3.87e-077.71e-010.2699
255520ELMOD2C08HumanOral cavityOSCC7.20e-214.65e-010.1919
255520ELMOD2LN46HumanOral cavityOSCC4.50e-061.77e-010.1666
255520ELMOD2SYSMH1HumanOral cavityOSCC1.32e-049.31e-020.1127
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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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
GO:00516071LiverHCCdefense response to virus151/7958265/187231.27e-061.85e-05151
GO:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:00028312LiverHCCregulation of response to biotic stimulus173/7958327/187238.55e-057.48e-04173
GO:0050688LiverHCCregulation of defense response to virus41/795869/187233.38e-031.54e-0241
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:00516074Oral cavityOSCCdefense response to virus154/7305265/187231.96e-105.63e-09154
GO:01405464Oral cavityOSCCdefense response to symbiont154/7305265/187231.96e-105.63e-09154
GO:00028317Oral cavityOSCCregulation of response to biotic stimulus177/7305327/187231.73e-083.43e-07177
GO:00506883Oral cavityOSCCregulation of defense response to virus42/730569/187231.92e-041.29e-0342
GO:004308710Oral cavityOSCCregulation of GTPase activity165/7305348/187237.94e-044.27e-03165
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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.
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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
ELMOD2SNVMissense_Mutationc.106N>Ap.Asp36Asnp.D36NQ8IZ81protein_codingtolerated(0.81)benign(0.115)TCGA-BH-A18J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
ELMOD2SNVMissense_Mutationc.31N>Tp.Gly11Trpp.G11WQ8IZ81protein_codingtolerated(0.2)possibly_damaging(0.71)TCGA-C5-A1ML-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ELMOD2SNVMissense_Mutationc.32N>Tp.Gly11Valp.G11VQ8IZ81protein_codingtolerated(0.49)benign(0.038)TCGA-C5-A1ML-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ELMOD2SNVMissense_Mutationrs373389261c.422C>Tp.Thr141Metp.T141MQ8IZ81protein_codingtolerated(0.07)possibly_damaging(0.59)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ELMOD2SNVMissense_Mutationc.359N>Gp.Tyr120Cysp.Y120CQ8IZ81protein_codingdeleterious(0)probably_damaging(0.934)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ELMOD2SNVMissense_Mutationnovelc.619G>Ap.Val207Ilep.V207IQ8IZ81protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ELMOD2SNVMissense_Mutationrs150918381c.98N>Ap.Arg33Glnp.R33QQ8IZ81protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ELMOD2SNVMissense_Mutationnovelc.11N>Ap.Ser4Tyrp.S4YQ8IZ81protein_codingtolerated(1)benign(0)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ELMOD2SNVMissense_Mutationrs150918381c.98N>Ap.Arg33Glnp.R33QQ8IZ81protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ELMOD2SNVMissense_Mutationrs375756274c.185N>Tp.Ala62Valp.A62VQ8IZ81protein_codingtolerated(0.29)possibly_damaging(0.829)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
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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
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