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: ABO

Gene summary for ABO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ABO

Gene ID

28

Gene nameABO, alpha 1-3-N-acetylgalactosaminyltransferase and alpha 1-3-galactosyltransferase
Gene AliasA3GALNT
Cytomap9q34.2
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

A0A089QDC1


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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
28ABOCCI_1HumanCervixCC2.11e-056.27e-010.528
28ABOCCI_2HumanCervixCC1.78e-161.15e+000.5249
28ABOCCI_3HumanCervixCC1.48e-096.38e-010.516
28ABOHTA11_3410_2000001011HumanColorectumAD1.54e-05-3.17e-010.0155
28ABOHTA11_347_2000001011HumanColorectumAD8.33e-177.48e-01-0.1954
28ABOHTA11_2112_2000001011HumanColorectumSER4.22e-03-4.12e-01-0.2196
28ABOHTA11_1391_2000001011HumanColorectumAD3.69e-035.29e-01-0.059
28ABOHTA11_5212_2000001011HumanColorectumAD2.46e-02-4.41e-01-0.2061
28ABOHTA11_99999965062_69753HumanColorectumMSI-H4.43e-037.65e-010.3487
28ABOHTA11_99999973899_84307HumanColorectumMSS1.32e-12-8.87e-010.2585
28ABOHTA11_99999974143_84620HumanColorectumMSS4.00e-20-5.93e-010.3005
28ABOF007HumanColorectumFAP3.97e-06-5.25e-010.1176
28ABOA001-C-207HumanColorectumFAP1.91e-13-6.09e-010.1278
28ABOA015-C-203HumanColorectumFAP2.97e-43-7.66e-01-0.1294
28ABOA015-C-204HumanColorectumFAP3.67e-17-6.88e-01-0.0228
28ABOA014-C-040HumanColorectumFAP3.78e-07-6.00e-01-0.1184
28ABOA002-C-201HumanColorectumFAP2.95e-23-6.58e-010.0324
28ABOA002-C-203HumanColorectumFAP4.76e-07-3.75e-010.2786
28ABOA001-C-119HumanColorectumFAP2.62e-08-4.33e-01-0.1557
28ABOA001-C-108HumanColorectumFAP1.02e-21-5.40e-01-0.0272
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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:0030258ColorectumADlipid modification67/3918212/187231.66e-042.27e-0367
GO:0006486ColorectumADprotein glycosylation64/3918226/187234.86e-033.27e-0264
GO:0043413ColorectumADmacromolecule glycosylation64/3918226/187234.86e-033.27e-0264
GO:0070085ColorectumADglycosylation67/3918240/187235.78e-033.67e-0267
GO:00302581ColorectumSERlipid modification47/2897212/187236.01e-034.38e-0247
GO:00302582ColorectumMSSlipid modification57/3467212/187231.64e-031.49e-0257
GO:00302583ColorectumFAPlipid modification52/2622212/187232.84e-056.49e-0452
GO:00064861ColorectumFAPprotein glycosylation48/2622226/187231.85e-031.57e-0248
GO:00434131ColorectumFAPmacromolecule glycosylation48/2622226/187231.85e-031.57e-0248
GO:00700851ColorectumFAPglycosylation50/2622240/187232.30e-031.85e-0250
GO:0009101ColorectumFAPglycoprotein biosynthetic process63/2622317/187232.31e-031.86e-0263
GO:00302584ColorectumCRClipid modification41/2078212/187232.73e-044.38e-0341
GO:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:00064865EsophagusESCCprotein glycosylation135/8552226/187231.36e-051.24e-04135
GO:00434135EsophagusESCCmacromolecule glycosylation135/8552226/187231.36e-051.24e-04135
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:00302586EsophagusESCClipid modification116/8552212/187234.90e-031.89e-02116
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:00091011Oral cavityOSCCglycoprotein biosynthetic process151/7305317/187231.01e-035.26e-03151
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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
ABOSNVMissense_Mutationnovelc.906N>Tp.Glu302Aspp.E302Dprotein_codingdeleterious(0)probably_damaging(0.958)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABOSNVMissense_Mutationrs377147187c.434N>Ap.Arg145Hisp.R145Hprotein_codingdeleterious(0.02)probably_damaging(0.981)TCGA-BH-A0E2-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
ABOinsertionIn_Frame_Insnovelc.403_404insAGTACTp.Thr135delinsLysTyrSerp.T135delinsKYSprotein_codingTCGA-A8-A090-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ABOSNVMissense_Mutationrs370138477c.886N>Ap.Glu296Lysp.E296Kprotein_codingdeleterious(0.01)possibly_damaging(0.686)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ABOSNVMissense_Mutationnovelc.362N>Ap.Ala121Aspp.A121Dprotein_codingdeleterious(0)probably_damaging(0.973)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ABOSNVMissense_Mutationnovelc.929N>Cp.Leu310Prop.L310Pprotein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ABOSNVMissense_Mutationrs866584466c.556N>Tp.Arg186Cysp.R186Cprotein_codingdeleterious(0.01)probably_damaging(0.939)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ABOSNVMissense_Mutationrs781789696c.868N>Ap.Asp290Asnp.D290Nprotein_codingdeleterious(0.01)probably_damaging(0.911)TCGA-AD-A5EK-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ABOSNVMissense_Mutationnovelc.586N>Ap.Glu196Lysp.E196Kprotein_codingtolerated(0.41)benign(0.043)TCGA-CM-6171-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ABOSNVMissense_Mutationnovelc.481N>Ap.Val161Metp.V161Mprotein_codingtolerated(0.07)possibly_damaging(0.601)TCGA-CM-6674-01Colorectumcolon adenocarcinomaMale<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
28ABONAAce Inhibitors, Plain21832968
28ABONAhormonal contraceptives for systemic use28750087
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