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: ECHDC3

Gene summary for ECHDC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ECHDC3

Gene ID

79746

Gene nameenoyl-CoA hydratase domain containing 3
Gene AliasECHDC3
Cytomap10p14
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A0A140VKF9


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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
79746ECHDC3LZE4THumanEsophagusESCC2.26e-021.30e-010.0811
79746ECHDC3P1T-EHumanEsophagusESCC8.88e-032.76e-010.0875
79746ECHDC3P2T-EHumanEsophagusESCC9.14e-506.62e-010.1177
79746ECHDC3P5T-EHumanEsophagusESCC2.56e-163.77e-010.1327
79746ECHDC3P9T-EHumanEsophagusESCC2.21e-134.34e-010.1131
79746ECHDC3P12T-EHumanEsophagusESCC5.30e-213.84e-010.1122
79746ECHDC3P15T-EHumanEsophagusESCC3.83e-245.60e-010.1149
79746ECHDC3P16T-EHumanEsophagusESCC2.93e-152.51e-010.1153
79746ECHDC3P17T-EHumanEsophagusESCC1.65e-063.28e-010.1278
79746ECHDC3P21T-EHumanEsophagusESCC1.02e-315.73e-010.1617
79746ECHDC3P22T-EHumanEsophagusESCC3.89e-122.28e-010.1236
79746ECHDC3P23T-EHumanEsophagusESCC1.83e-083.09e-010.108
79746ECHDC3P24T-EHumanEsophagusESCC5.95e-295.54e-010.1287
79746ECHDC3P26T-EHumanEsophagusESCC6.38e-316.10e-010.1276
79746ECHDC3P31T-EHumanEsophagusESCC1.25e-264.33e-010.1251
79746ECHDC3P32T-EHumanEsophagusESCC9.56e-081.83e-010.1666
79746ECHDC3P37T-EHumanEsophagusESCC6.15e-133.41e-010.1371
79746ECHDC3P39T-EHumanEsophagusESCC1.96e-051.26e-010.0894
79746ECHDC3P40T-EHumanEsophagusESCC3.78e-195.68e-010.109
79746ECHDC3P44T-EHumanEsophagusESCC4.30e-031.63e-010.1096
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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
∗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:190165319EsophagusESCCcellular response to peptide208/8552359/187231.68e-062.01e-05208
GO:0043434111EsophagusESCCresponse to peptide hormone234/8552414/187234.93e-065.21e-05234
GO:003286918EsophagusESCCcellular response to insulin stimulus124/8552203/187236.63e-066.75e-05124
GO:003286818EsophagusESCCresponse to insulin156/8552264/187237.21e-067.20e-05156
GO:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:007137516EsophagusESCCcellular response to peptide hormone stimulus166/8552290/187234.48e-053.55e-04166
GO:000663112LiverCirrhoticfatty acid metabolic process165/4634390/187231.29e-141.26e-12165
GO:004343412LiverCirrhoticresponse to peptide hormone149/4634414/187231.70e-074.49e-06149
GO:007137511LiverCirrhoticcellular response to peptide hormone stimulus110/4634290/187233.73e-078.82e-06110
GO:190165311LiverCirrhoticcellular response to peptide129/4634359/187231.23e-062.49e-05129
GO:003286911LiverCirrhoticcellular response to insulin stimulus80/4634203/187232.55e-064.63e-0580
GO:003286811LiverCirrhoticresponse to insulin95/4634264/187232.77e-053.54e-0495
GO:19000782LiverCirrhoticpositive regulation of cellular response to insulin stimulus15/463425/187231.88e-041.75e-0315
GO:19000761LiverCirrhoticregulation of cellular response to insulin stimulus26/463464/187233.69e-032.03e-0226
GO:003286821LiverHCCresponse to insulin172/7958264/187237.14e-144.23e-12172
GO:000663122LiverHCCfatty acid metabolic process238/7958390/187238.24e-144.84e-12238
GO:003286921LiverHCCcellular response to insulin stimulus137/7958203/187234.69e-132.44e-11137
GO:004343422LiverHCCresponse to peptide hormone247/7958414/187239.55e-134.77e-11247
GO:007137521LiverHCCcellular response to peptide hormone stimulus179/7958290/187232.54e-119.88e-10179
GO:190165321LiverHCCcellular response to peptide211/7958359/187232.86e-109.63e-09211
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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
ECHDC3SNVMissense_Mutationc.343G>Cp.Glu115Glnp.E115QQ96DC8protein_codingtolerated(0.11)benign(0.006)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
ECHDC3SNVMissense_Mutationc.887N>Ap.Pro296Hisp.P296HQ96DC8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ECHDC3SNVMissense_Mutationnovelc.202N>Gp.Asn68Aspp.N68DQ96DC8protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
ECHDC3SNVMissense_Mutationrs767063336c.230N>Ap.Ser77Tyrp.S77YQ96DC8protein_codingdeleterious(0.02)possibly_damaging(0.515)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ECHDC3SNVMissense_Mutationnovelc.370N>Tp.Val124Leup.V124LQ96DC8protein_codingdeleterious(0.02)benign(0.023)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ECHDC3SNVMissense_Mutationrs375815859c.460N>Ap.Gly154Serp.G154SQ96DC8protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ECHDC3SNVMissense_Mutationnovelc.500G>Ap.Ser167Asnp.S167NQ96DC8protein_codingdeleterious(0)possibly_damaging(0.854)TCGA-B5-A5OC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycisplatinSD
ECHDC3SNVMissense_Mutationnovelc.595G>Ap.Ala199Thrp.A199TQ96DC8protein_codingdeleterious(0)probably_damaging(0.921)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ECHDC3SNVMissense_Mutationnovelc.518C>Tp.Ala173Valp.A173VQ96DC8protein_codingdeleterious(0)possibly_damaging(0.461)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
ECHDC3SNVMissense_Mutationnovelc.901N>Ap.Glu301Lysp.E301KQ96DC8protein_codingtolerated(0.59)benign(0.062)TCGA-EO-A22U-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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