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: ALKBH2

Gene summary for ALKBH2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALKBH2

Gene ID

121642

Gene namealkB homolog 2, alpha-ketoglutarate dependent dioxygenase
Gene AliasABH2
Cytomap12q24.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q6NS38


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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
121642ALKBH2LZE4THumanEsophagusESCC4.70e-036.97e-020.0811
121642ALKBH2LZE7THumanEsophagusESCC1.97e-032.96e-010.0667
121642ALKBH2LZE22D1HumanEsophagusHGIN1.50e-021.16e-010.0595
121642ALKBH2LZE22THumanEsophagusESCC2.56e-032.60e-010.068
121642ALKBH2LZE24THumanEsophagusESCC2.06e-134.04e-010.0596
121642ALKBH2LZE22D3HumanEsophagusHGIN3.58e-034.82e-010.0653
121642ALKBH2LZE6THumanEsophagusESCC3.41e-031.01e-010.0845
121642ALKBH2P1T-EHumanEsophagusESCC9.77e-103.61e-010.0875
121642ALKBH2P2T-EHumanEsophagusESCC2.90e-491.04e+000.1177
121642ALKBH2P4T-EHumanEsophagusESCC3.98e-266.96e-010.1323
121642ALKBH2P5T-EHumanEsophagusESCC5.03e-172.40e-010.1327
121642ALKBH2P8T-EHumanEsophagusESCC1.36e-162.70e-010.0889
121642ALKBH2P9T-EHumanEsophagusESCC7.34e-102.30e-010.1131
121642ALKBH2P10T-EHumanEsophagusESCC5.04e-235.36e-010.116
121642ALKBH2P11T-EHumanEsophagusESCC6.74e-125.82e-010.1426
121642ALKBH2P12T-EHumanEsophagusESCC9.22e-323.51e-010.1122
121642ALKBH2P15T-EHumanEsophagusESCC1.21e-102.02e-010.1149
121642ALKBH2P16T-EHumanEsophagusESCC1.68e-325.89e-010.1153
121642ALKBH2P17T-EHumanEsophagusESCC3.62e-124.06e-010.1278
121642ALKBH2P19T-EHumanEsophagusESCC5.42e-058.37e-010.1662
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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:0006304EsophagusESCCDNA modification68/8552120/187239.95e-033.42e-0268
GO:0070989LiverCirrhoticoxidative demethylation10/463419/187238.23e-033.83e-0210
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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
ALKBH2SNVMissense_Mutationc.62N>Gp.Glu21Glyp.E21GQ6NS38protein_codingtolerated_low_confidence(0.12)benign(0)TCGA-A7-A26I-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
ALKBH2SNVMissense_Mutationc.578G>Cp.Arg193Thrp.R193TQ6NS38protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ALKBH2SNVMissense_Mutationc.725N>Tp.Lys242Metp.K242MQ6NS38protein_codingdeleterious(0)probably_damaging(0.979)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
ALKBH2SNVMissense_Mutationc.355G>Ap.Gly119Argp.G119RQ6NS38protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ALKBH2SNVMissense_Mutationnovelc.718G>Ap.Val240Metp.V240MQ6NS38protein_codingdeleterious(0.04)benign(0.192)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
ALKBH2SNVMissense_Mutationc.26N>Tp.Ala9Valp.A9VQ6NS38protein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-B5-A11O-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
ALKBH2SNVMissense_Mutationrs141848154c.695C>Tp.Thr232Metp.T232MQ6NS38protein_codingtolerated(0.06)possibly_damaging(0.524)TCGA-DI-A1C3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ALKBH2SNVMissense_Mutationnovelc.544A>Gp.Ser182Glyp.S182GQ6NS38protein_codingtolerated(0.1)benign(0.03)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ALKBH2SNVMissense_Mutationnovelc.479G>Tp.Arg160Metp.R160MQ6NS38protein_codingdeleterious(0)probably_damaging(0.996)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ALKBH2SNVMissense_Mutationnovelc.782N>Cp.Lys261Thrp.K261TQ6NS38protein_codingdeleterious_low_confidence(0)possibly_damaging(0.784)TCGA-EO-A3AY-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownPD
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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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