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: ALKBH5

Gene summary for ALKBH5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALKBH5

Gene ID

54890

Gene namealkB homolog 5, RNA demethylase
Gene AliasABH5
Cytomap17p11.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q6P6C2


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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
54890ALKBH5HTA11_2487_2000001011HumanColorectumSER1.05e-031.87e-01-0.1808
54890ALKBH5HTA11_1938_2000001011HumanColorectumAD1.31e-023.17e-01-0.0811
54890ALKBH5HTA11_347_2000001011HumanColorectumAD6.06e-144.59e-01-0.1954
54890ALKBH5HTA11_411_2000001011HumanColorectumSER9.40e-034.77e-01-0.2602
54890ALKBH5HTA11_3361_2000001011HumanColorectumAD5.67e-033.48e-01-0.1207
54890ALKBH5HTA11_696_2000001011HumanColorectumAD2.56e-073.39e-01-0.1464
54890ALKBH5HTA11_866_2000001011HumanColorectumAD2.07e-021.98e-01-0.1001
54890ALKBH5HTA11_1391_2000001011HumanColorectumAD2.94e-084.67e-01-0.059
54890ALKBH5HTA11_2992_2000001011HumanColorectumSER5.42e-044.12e-01-0.1706
54890ALKBH5HTA11_5216_2000001011HumanColorectumSER3.40e-024.09e-01-0.1462
54890ALKBH5HTA11_546_2000001011HumanColorectumAD8.96e-034.38e-01-0.0842
54890ALKBH5HTA11_866_3004761011HumanColorectumAD1.28e-043.33e-010.096
54890ALKBH5HTA11_10623_2000001011HumanColorectumAD3.74e-043.94e-01-0.0177
54890ALKBH5HTA11_6801_2000001011HumanColorectumSER2.51e-034.92e-010.0171
54890ALKBH5HTA11_10711_2000001011HumanColorectumAD3.07e-022.59e-010.0338
54890ALKBH5HTA11_7696_3000711011HumanColorectumAD3.18e-062.64e-010.0674
54890ALKBH5HTA11_99999971662_82457HumanColorectumMSS2.35e-052.08e-010.3859
54890ALKBH5A018-E-020HumanColorectumFAP2.03e-02-1.53e-01-0.2034
54890ALKBH5LZE4THumanEsophagusESCC3.83e-075.21e-020.0811
54890ALKBH5LZE7THumanEsophagusESCC4.51e-091.90e-010.0667
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:1903311ColorectumADregulation of mRNA metabolic process117/3918288/187231.69e-144.23e-12117
GO:0006401ColorectumADRNA catabolic process102/3918278/187238.64e-106.76e-08102
GO:0044270ColorectumADcellular nitrogen compound catabolic process147/3918451/187233.35e-092.23e-07147
GO:0046700ColorectumADheterocycle catabolic process145/3918445/187234.37e-092.84e-07145
GO:0006402ColorectumADmRNA catabolic process87/3918232/187234.40e-092.84e-0787
GO:0034655ColorectumADnucleobase-containing compound catabolic process133/3918407/187231.56e-089.12e-07133
GO:0019439ColorectumADaromatic compound catabolic process146/3918467/187237.48e-083.84e-06146
GO:1901361ColorectumADorganic cyclic compound catabolic process153/3918495/187238.23e-084.18e-06153
GO:0006913ColorectumADnucleocytoplasmic transport102/3918301/187231.00e-074.85e-06102
GO:0051169ColorectumADnuclear transport102/3918301/187231.00e-074.85e-06102
GO:0061013ColorectumADregulation of mRNA catabolic process64/3918166/187231.44e-076.59e-0664
GO:0043487ColorectumADregulation of RNA stability63/3918170/187239.17e-073.12e-0563
GO:0043488ColorectumADregulation of mRNA stability59/3918158/187231.50e-064.66e-0559
GO:0006403ColorectumADRNA localization71/3918201/187231.54e-064.76e-0571
GO:0051236ColorectumADestablishment of RNA localization58/3918166/187231.95e-054.01e-0458
GO:0015931ColorectumADnucleobase-containing compound transport73/3918222/187232.02e-054.10e-0473
GO:0050657ColorectumADnucleic acid transport57/3918163/187232.22e-054.39e-0457
GO:0050658ColorectumADRNA transport57/3918163/187232.22e-054.39e-0457
GO:0051168ColorectumADnuclear export53/3918154/187236.89e-051.11e-0353
GO:0070482ColorectumADresponse to oxygen levels99/3918347/187234.29e-044.82e-0399
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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
ALKBH5SNVMissense_Mutationnovelc.579N>Gp.Asn193Lysp.N193KQ6P6C2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A04V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
ALKBH5SNVMissense_Mutationc.877N>Cp.Glu293Glnp.E293QQ6P6C2protein_codingdeleterious(0.04)possibly_damaging(0.484)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ALKBH5SNVMissense_Mutationc.871N>Tp.Arg291Trpp.R291WQ6P6C2protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AO-A0J3-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
ALKBH5SNVMissense_Mutationnovelc.458N>Gp.Glu153Glyp.E153GQ6P6C2protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-D8-A140-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicin+cyclophosphamidSD
ALKBH5insertionNonsense_Mutationnovelc.1030_1031insTTGATTCTCAAGAGATGGCTTATGGGTCTTCGGGGCCTTGp.Lys344IlefsTer14p.K344Ifs*14Q6P6C2protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
ALKBH5SNVMissense_Mutationc.979N>Tp.Arg327Cysp.R327CQ6P6C2protein_codingdeleterious_low_confidence(0)possibly_damaging(0.88)TCGA-C5-A1MJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ALKBH5SNVMissense_Mutationc.1168N>Gp.Lys390Glup.K390EQ6P6C2protein_codingdeleterious_low_confidence(0)probably_damaging(0.981)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
ALKBH5SNVMissense_Mutationrs751699434c.1117N>Ap.Glu373Lysp.E373KQ6P6C2protein_codingtolerated_low_confidence(0.09)benign(0.212)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ALKBH5SNVMissense_Mutationc.686G>Ap.Gly229Aspp.G229DQ6P6C2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ALKBH5SNVMissense_Mutationc.245N>Tp.Ala82Valp.A82VQ6P6C2protein_codingtolerated(0.44)possibly_damaging(0.837)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
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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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