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: ALKBH6

Gene summary for ALKBH6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALKBH6

Gene ID

84964

Gene namealkB homolog 6
Gene AliasABH6
Cytomap19q13.12
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

B4E3P3


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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
84964ALKBH6LZE20THumanEsophagusESCC3.16e-031.22e-010.0662
84964ALKBH6LZE24THumanEsophagusESCC8.01e-194.00e-010.0596
84964ALKBH6P1T-EHumanEsophagusESCC1.09e-042.50e-010.0875
84964ALKBH6P2T-EHumanEsophagusESCC9.35e-101.88e-010.1177
84964ALKBH6P4T-EHumanEsophagusESCC8.33e-132.64e-010.1323
84964ALKBH6P5T-EHumanEsophagusESCC4.12e-112.10e-010.1327
84964ALKBH6P8T-EHumanEsophagusESCC6.36e-335.23e-010.0889
84964ALKBH6P9T-EHumanEsophagusESCC1.57e-244.48e-010.1131
84964ALKBH6P10T-EHumanEsophagusESCC3.75e-296.02e-010.116
84964ALKBH6P11T-EHumanEsophagusESCC7.73e-164.81e-010.1426
84964ALKBH6P12T-EHumanEsophagusESCC9.02e-112.38e-010.1122
84964ALKBH6P15T-EHumanEsophagusESCC6.21e-152.75e-010.1149
84964ALKBH6P16T-EHumanEsophagusESCC2.02e-061.41e-010.1153
84964ALKBH6P17T-EHumanEsophagusESCC2.60e-062.75e-010.1278
84964ALKBH6P19T-EHumanEsophagusESCC2.95e-085.09e-010.1662
84964ALKBH6P20T-EHumanEsophagusESCC6.15e-132.59e-010.1124
84964ALKBH6P21T-EHumanEsophagusESCC9.44e-071.93e-010.1617
84964ALKBH6P22T-EHumanEsophagusESCC3.52e-193.23e-010.1236
84964ALKBH6P23T-EHumanEsophagusESCC2.24e-153.53e-010.108
84964ALKBH6P24T-EHumanEsophagusESCC3.89e-122.79e-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
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
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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
ALKBH6SNVMissense_Mutationrs756492251c.334N>Ap.Asp112Asnp.D112NQ3KRA9protein_codingtolerated(0.09)possibly_damaging(0.669)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ALKBH6SNVMissense_Mutationc.73G>Ap.Glu25Lysp.E25KQ3KRA9protein_codingdeleterious_low_confidence(0.02)benign(0.025)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ALKBH6insertionIn_Frame_Insnovelc.421-1_421insGGTACAp.Met140_Pro141insGlyThrp.M140_P141insGTQ3KRA9protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ALKBH6SNVMissense_Mutationrs377096899c.331N>Ap.Val111Metp.V111MQ3KRA9protein_codingtolerated(0.28)benign(0.154)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ALKBH6SNVMissense_Mutationc.247N>Ap.Gly83Argp.G83RQ3KRA9protein_codingtolerated(0.05)probably_damaging(0.962)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ALKBH6SNVMissense_Mutationnovelc.287N>Ap.Arg96Glnp.R96QQ3KRA9protein_codingdeleterious(0.04)benign(0.225)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ALKBH6SNVMissense_Mutationc.469N>Ap.Leu157Metp.L157MQ3KRA9protein_codingdeleterious(0.04)probably_damaging(0.994)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ALKBH6SNVMissense_Mutationnovelc.287G>Ap.Arg96Glnp.R96QQ3KRA9protein_codingdeleterious(0.04)benign(0.225)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
ALKBH6SNVMissense_Mutationnovelc.397N>Cp.Tyr133Hisp.Y133HQ3KRA9protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ALKBH6SNVMissense_Mutationc.155N>Gp.Tyr52Cysp.Y52CQ3KRA9protein_codingtolerated(0.06)probably_damaging(0.991)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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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