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: ADH1A

Gene summary for ADH1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADH1A

Gene ID

124

Gene namealcohol dehydrogenase 1A (class I), alpha polypeptide
Gene AliasADH1
Cytomap4q23
Gene Typeprotein-coding
GO ID

GO:0001523

UniProtAcc

P07327


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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
124ADH1AHCC1_MengHumanLiverHCC5.84e-06-2.40e-010.0246
124ADH1AHCC2_MengHumanLiverHCC4.57e-04-2.64e-010.0107
124ADH1Acirrhotic3HumanLiverCirrhotic3.04e-03-2.62e-010.0215
124ADH1AHCC1HumanLiverHCC3.36e-053.52e+000.5336
124ADH1AHCC2HumanLiverHCC6.08e-324.60e+000.5341
124ADH1APt13.aHumanLiverHCC3.35e-051.62e-010.021
124ADH1APt13.bHumanLiverHCC1.16e-211.15e-010.0251
124ADH1APt14.bHumanLiverHCC2.30e-164.21e-010.018
124ADH1AS014HumanLiverHCC1.26e-07-1.37e-010.2254
124ADH1AS015HumanLiverHCC2.33e-03-1.83e-010.2375
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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
∗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:000609112LiverCirrhoticgeneration of precursor metabolites and energy238/4634490/187236.85e-311.07e-27238
GO:000606612LiverCirrhoticalcohol metabolic process141/4634353/187231.57e-108.03e-09141
GO:00067202LiverCirrhoticisoprenoid metabolic process46/4634116/187232.71e-042.41e-0346
GO:00067212LiverCirrhoticterpenoid metabolic process38/463497/187231.16e-037.89e-0338
GO:004244511LiverCirrhotichormone metabolic process73/4634218/187232.22e-031.36e-0273
GO:00343085LiverCirrhoticprimary alcohol metabolic process37/4634102/187236.17e-033.07e-0237
GO:012025411LiverCirrhoticolefinic compound metabolic process51/4634153/187231.03e-024.61e-0251
GO:000609122LiverHCCgeneration of precursor metabolites and energy340/7958490/187234.04e-342.85e-31340
GO:000606621LiverHCCalcohol metabolic process208/7958353/187232.80e-109.50e-09208
GO:000672011LiverHCCisoprenoid metabolic process65/7958116/187232.23e-031.11e-0265
GO:003430812LiverHCCprimary alcohol metabolic process55/7958102/187231.30e-024.67e-0255
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04936LiverCirrhoticAlcoholic liver disease60/2530142/84651.07e-035.85e-033.61e-0360
hsa000109LiverCirrhoticGlycolysis / Gluconeogenesis32/253067/84651.50e-037.80e-034.81e-0332
hsa049361LiverCirrhoticAlcoholic liver disease60/2530142/84651.07e-035.85e-033.61e-0360
hsa0001012LiverCirrhoticGlycolysis / Gluconeogenesis32/253067/84651.50e-037.80e-034.81e-0332
hsa0062021LiverHCCPyruvate metabolism37/402047/84651.10e-058.03e-054.46e-0537
hsa0007141LiverHCCFatty acid degradation33/402043/84658.41e-054.27e-042.37e-0433
hsa049362LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa0001022LiverHCCGlycolysis / Gluconeogenesis43/402067/84654.26e-031.29e-027.15e-0343
hsa0062031LiverHCCPyruvate metabolism37/402047/84651.10e-058.03e-054.46e-0537
hsa0007151LiverHCCFatty acid degradation33/402043/84658.41e-054.27e-042.37e-0433
hsa049363LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa0001032LiverHCCGlycolysis / Gluconeogenesis43/402067/84654.26e-031.29e-027.15e-0343
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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
ADH1ASNVMissense_Mutationc.538N>Cp.Gly180Argp.G180RP07327protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A0J8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ADH1ASNVMissense_Mutationc.1081G>Cp.Asp361Hisp.D361HP07327protein_codingtolerated(0.09)possibly_damaging(0.897)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ADH1AinsertionNonsense_Mutationnovelc.618_619insCAAAAATTTTTTTATCAATAAAAGTTATTATAAAAGAGAAGTp.Leu206_Ser207insGlnLysPhePheTyrGlnTerLysLeuLeuTerLysArgSerp.L206_S207insQKFFYQ*KLL*KRSP07327protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADH1ASNVMissense_Mutationnovelc.568N>Ap.Val190Ilep.V190IP07327protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ADH1ASNVMissense_Mutationrs764209859c.937N>Tp.Arg313Cysp.R313CP07327protein_codingdeleterious(0.04)probably_damaging(1)TCGA-AZ-4614-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ADH1ASNVMissense_Mutationc.157G>Ap.Val53Metp.V53MP07327protein_codingtolerated(0.18)benign(0.366)TCGA-F4-6808-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ADH1ASNVMissense_Mutationc.857C>Tp.Ala286Valp.A286VP07327protein_codingdeleterious(0)benign(0.193)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ADH1ASNVMissense_Mutationnovelc.567N>Tp.Lys189Asnp.K189NP07327protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ADH1ASNVMissense_Mutationc.119A>Tp.Lys40Metp.K40MP07327protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-3878-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ADH1ASNVMissense_Mutationnovelc.768N>Tp.Lys256Asnp.K256NP07327protein_codingtolerated(0.18)benign(0.093)TCGA-A5-A1OF-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
124ADH1ADRUGGABLE GENOMEFOMEPIZOLEFOMEPIZOLE
124ADH1ADRUGGABLE GENOMEabacavirABACAVIR24625462
124ADH1ADRUGGABLE GENOMEethanolALCOHOL
124ADH1ADRUGGABLE GENOMEFOMEPIZOLEFOMEPIZOLE
124ADH1ADRUGGABLE GENOMEacetaldehydeACETALDEHYDE31002879
124ADH1ADRUGGABLE GENOMEinhibitorCHEMBL1308FOMEPIZOLE
124ADH1ADRUGGABLE GENOMEFomepizoleFOMEPIZOLE
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