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: ELAC2

Gene summary for ELAC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ELAC2

Gene ID

60528

Gene nameelaC ribonuclease Z 2
Gene AliasCOXPD17
Cytomap17p12
Gene Typeprotein-coding
GO ID

GO:0000959

UniProtAcc

Q9BQ52


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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
60528ELAC2LZE7THumanEsophagusESCC9.63e-145.20e-010.0667
60528ELAC2LZE22THumanEsophagusESCC1.88e-032.77e-010.068
60528ELAC2LZE24THumanEsophagusESCC3.52e-163.70e-010.0596
60528ELAC2P2T-EHumanEsophagusESCC2.35e-193.14e-010.1177
60528ELAC2P4T-EHumanEsophagusESCC1.55e-164.79e-010.1323
60528ELAC2P5T-EHumanEsophagusESCC1.49e-129.59e-020.1327
60528ELAC2P8T-EHumanEsophagusESCC3.35e-173.54e-010.0889
60528ELAC2P9T-EHumanEsophagusESCC6.45e-061.68e-010.1131
60528ELAC2P10T-EHumanEsophagusESCC2.26e-232.86e-010.116
60528ELAC2P11T-EHumanEsophagusESCC2.61e-052.77e-010.1426
60528ELAC2P12T-EHumanEsophagusESCC1.26e-244.28e-010.1122
60528ELAC2P15T-EHumanEsophagusESCC1.83e-131.61e-010.1149
60528ELAC2P16T-EHumanEsophagusESCC1.69e-223.73e-010.1153
60528ELAC2P17T-EHumanEsophagusESCC2.24e-073.57e-010.1278
60528ELAC2P19T-EHumanEsophagusESCC1.72e-058.14e-010.1662
60528ELAC2P20T-EHumanEsophagusESCC2.33e-102.50e-010.1124
60528ELAC2P21T-EHumanEsophagusESCC1.52e-275.56e-010.1617
60528ELAC2P22T-EHumanEsophagusESCC2.94e-173.32e-010.1236
60528ELAC2P23T-EHumanEsophagusESCC2.01e-245.93e-010.108
60528ELAC2P24T-EHumanEsophagusESCC1.33e-325.52e-010.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:004427021LiverHCCcellular nitrogen compound catabolic process303/7958451/187239.76e-273.64e-24303
GO:004670021LiverHCCheterocycle catabolic process299/7958445/187232.07e-267.29e-24299
GO:190136121LiverHCCorganic cyclic compound catabolic process325/7958495/187236.52e-262.18e-23325
GO:001943921LiverHCCaromatic compound catabolic process309/7958467/187231.56e-254.94e-23309
GO:000640121LiverHCCRNA catabolic process201/7958278/187233.88e-241.02e-21201
GO:003465521LiverHCCnucleobase-containing compound catabolic process273/7958407/187234.84e-241.23e-21273
GO:01400531LiverHCCmitochondrial gene expression82/7958108/187231.49e-127.20e-1182
GO:00905011LiverHCCRNA phosphodiester bond hydrolysis101/7958152/187231.99e-095.63e-08101
GO:00311231LiverHCCRNA 3'-end processing81/7958116/187232.27e-096.32e-0881
GO:0008033LiverHCCtRNA processing87/7958127/187232.66e-097.23e-0887
GO:0090305LiverHCCnucleic acid phosphodiester bond hydrolysis152/7958261/187231.90e-073.46e-06152
GO:0006399LiverHCCtRNA metabolic process108/7958179/187231.07e-061.59e-05108
GO:00346611LiverHCCncRNA catabolic process31/795843/187238.13e-057.19e-0431
GO:0090502LiverHCCRNA phosphodiester bond hydrolysis, endonucleolytic52/795882/187231.06e-049.08e-0452
GO:0000959LiverHCCmitochondrial RNA metabolic process30/795849/187236.31e-032.57e-0230
GO:0016078LiverHCCtRNA catabolic process10/795813/187231.28e-024.61e-0210
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
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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
ELAC2SNVMissense_Mutationrs756803645c.1142N>Cp.Arg381Prop.R381PQ9BQ52protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-A8-A06R-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
ELAC2SNVMissense_Mutationnovelc.701N>Cp.Val234Alap.V234AQ9BQ52protein_codingtolerated(0.85)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ELAC2SNVMissense_Mutationrs749460308c.1400C>Tp.Ala467Valp.A467VQ9BQ52protein_codingtolerated(1)benign(0)TCGA-AR-A1AK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ELAC2SNVMissense_Mutationrs759606875c.2326G>Cp.Glu776Glnp.E776QQ9BQ52protein_codingtolerated(0.05)possibly_damaging(0.867)TCGA-BH-A5IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
ELAC2SNVMissense_Mutationrs756803645c.1142N>Cp.Arg381Prop.R381PQ9BQ52protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-C8-A12X-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ELAC2insertionIn_Frame_Insnovelc.1409_1410insGCACAGGCTTTGGAAp.Gly470_Pro471insHisArgLeuTrpAsnp.G470_P471insHRLWNQ9BQ52protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
ELAC2insertionFrame_Shift_Insnovelc.767_768insAAGTGATAAAATGGCCTCTTTTATCTGTGTTTGTCCCGCATGTCp.Leu257SerfsTer68p.L257Sfs*68Q9BQ52protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
ELAC2insertionFrame_Shift_Insnovelc.886_887insCTTGGTGGTTCACATGp.Leu296ProfsTer24p.L296Pfs*24Q9BQ52protein_codingTCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ELAC2insertionFrame_Shift_Insnovelc.884_885insCCAAGGAAAGGCAGATGCCCCCGTGp.Glu295AspfsTer28p.E295Dfs*28Q9BQ52protein_codingTCGA-AO-A0JM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ELAC2insertionFrame_Shift_Insnovelc.632_633insGATTGp.Ser212IlefsTer32p.S212Ifs*32Q9BQ52protein_codingTCGA-B6-A0RE-01Breastbreast invasive 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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