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: ALKBH3

Gene summary for ALKBH3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALKBH3

Gene ID

221120

Gene namealkB homolog 3, alpha-ketoglutarate dependent dioxygenase
Gene AliasABH3
Cytomap11p11.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96Q83


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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
221120ALKBH3LZE4THumanEsophagusESCC5.59e-072.28e-010.0811
221120ALKBH3LZE7THumanEsophagusESCC3.30e-042.99e-010.0667
221120ALKBH3LZE22THumanEsophagusESCC2.29e-021.70e-010.068
221120ALKBH3LZE24THumanEsophagusESCC1.92e-174.15e-010.0596
221120ALKBH3LZE6THumanEsophagusESCC4.68e-031.99e-010.0845
221120ALKBH3P1T-EHumanEsophagusESCC1.31e-032.61e-010.0875
221120ALKBH3P2T-EHumanEsophagusESCC1.51e-244.51e-010.1177
221120ALKBH3P4T-EHumanEsophagusESCC5.80e-142.45e-010.1323
221120ALKBH3P5T-EHumanEsophagusESCC1.10e-027.12e-020.1327
221120ALKBH3P8T-EHumanEsophagusESCC7.33e-203.43e-010.0889
221120ALKBH3P9T-EHumanEsophagusESCC3.09e-071.82e-010.1131
221120ALKBH3P10T-EHumanEsophagusESCC1.98e-213.25e-010.116
221120ALKBH3P11T-EHumanEsophagusESCC3.15e-134.86e-010.1426
221120ALKBH3P12T-EHumanEsophagusESCC1.44e-232.98e-010.1122
221120ALKBH3P15T-EHumanEsophagusESCC1.04e-192.63e-010.1149
221120ALKBH3P16T-EHumanEsophagusESCC6.12e-203.41e-010.1153
221120ALKBH3P17T-EHumanEsophagusESCC1.16e-113.90e-010.1278
221120ALKBH3P19T-EHumanEsophagusESCC7.89e-074.39e-010.1662
221120ALKBH3P20T-EHumanEsophagusESCC7.97e-304.80e-010.1124
221120ALKBH3P21T-EHumanEsophagusESCC4.42e-295.86e-010.1617
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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
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:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:0006304EsophagusESCCDNA modification68/8552120/187239.95e-033.42e-0268
GO:00094511Oral cavityOSCCRNA modification95/7305167/187232.05e-062.62e-0595
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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
ALKBH3SNVMissense_Mutationc.718N>Ap.Asp240Asnp.D240NQ96Q83protein_codingtolerated(0.21)benign(0.009)TCGA-D8-A27M-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapymethotrexate+5SD
ALKBH3SNVMissense_Mutationc.773N>Ap.Arg258Glnp.R258QQ96Q83protein_codingtolerated(0.15)benign(0.088)TCGA-JW-A852-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ALKBH3SNVMissense_Mutationrs202134415c.476N>Ap.Arg159Hisp.R159HQ96Q83protein_codingtolerated(0.15)benign(0)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ALKBH3SNVMissense_Mutationnovelc.728C>Tp.Thr243Ilep.T243IQ96Q83protein_codingdeleterious(0)probably_damaging(0.937)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ALKBH3SNVMissense_Mutationrs542847003c.290N>Cp.Val97Alap.V97AQ96Q83protein_codingdeleterious(0)possibly_damaging(0.493)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ALKBH3SNVMissense_Mutationrs745683816c.749N>Tp.Ala250Valp.A250VQ96Q83protein_codingdeleterious(0.01)possibly_damaging(0.596)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ALKBH3SNVMissense_Mutationc.760N>Ap.Asp254Asnp.D254NQ96Q83protein_codingdeleterious(0.01)possibly_damaging(0.675)TCGA-A5-A0G5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ALKBH3SNVMissense_Mutationrs762849148c.209N>Ap.Arg70Glnp.R70QQ96Q83protein_codingtolerated(0.24)benign(0.007)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ALKBH3SNVMissense_Mutationnovelc.506N>Tp.Thr169Ilep.T169IQ96Q83protein_codingdeleterious(0.02)benign(0.266)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ALKBH3SNVMissense_Mutationc.641N>Tp.Thr214Ilep.T214IQ96Q83protein_codingtolerated(0.49)benign(0.007)TCGA-AP-A051-01Endometriumuterine 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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