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: A4GALT

Gene summary for A4GALT

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

A4GALT

Gene ID

53947

Gene namealpha 1,4-galactosyltransferase (P blood group)
Gene AliasA14GALT
Cytomap22q13.2
Gene Typeprotein-coding
GO ID

GO:0001575

UniProtAcc

A0A0S2Z5J1


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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
53947A4GALTLZE4THumanEsophagusESCC3.57e-041.05e-010.0811
53947A4GALTLZE5THumanEsophagusESCC7.40e-097.31e-010.0514
53947A4GALTLZE7THumanEsophagusESCC1.34e-053.99e-010.0667
53947A4GALTLZE8THumanEsophagusESCC9.83e-093.39e-010.067
53947A4GALTLZE20THumanEsophagusESCC7.16e-062.75e-010.0662
53947A4GALTLZE22THumanEsophagusESCC4.16e-054.91e-010.068
53947A4GALTLZE24THumanEsophagusESCC4.95e-321.01e+000.0596
53947A4GALTLZE21THumanEsophagusESCC3.12e-089.25e-010.0655
53947A4GALTP1T-EHumanEsophagusESCC2.56e-116.90e-010.0875
53947A4GALTP2T-EHumanEsophagusESCC4.69e-041.70e-010.1177
53947A4GALTP4T-EHumanEsophagusESCC1.28e-124.29e-010.1323
53947A4GALTP5T-EHumanEsophagusESCC5.30e-377.45e-010.1327
53947A4GALTP8T-EHumanEsophagusESCC3.41e-346.82e-010.0889
53947A4GALTP9T-EHumanEsophagusESCC3.64e-551.17e+000.1131
53947A4GALTP11T-EHumanEsophagusESCC8.13e-063.55e-010.1426
53947A4GALTP12T-EHumanEsophagusESCC1.41e-491.45e+000.1122
53947A4GALTP15T-EHumanEsophagusESCC2.76e-185.61e-010.1149
53947A4GALTP17T-EHumanEsophagusESCC7.59e-074.49e-010.1278
53947A4GALTP20T-EHumanEsophagusESCC4.66e-225.97e-010.1124
53947A4GALTP21T-EHumanEsophagusESCC3.05e-245.53e-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:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00464673EsophagusESCCmembrane lipid biosynthetic process91/8552142/187237.19e-067.19e-0591
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:00066642EsophagusESCCglycolipid metabolic process63/8552100/187233.55e-042.06e-0363
GO:19035092EsophagusESCCliposaccharide metabolic process63/8552101/187235.25e-042.90e-0363
GO:00301481EsophagusESCCsphingolipid biosynthetic process62/8552103/187232.10e-039.38e-0362
GO:0009247EsophagusESCCglycolipid biosynthetic process42/855268/187235.48e-032.05e-0242
GO:00066432Oral cavityOSCCmembrane lipid metabolic process111/7305203/187234.02e-064.69e-05111
GO:00066651Oral cavityOSCCsphingolipid metabolic process84/7305155/187238.64e-056.61e-0484
GO:00464672Oral cavityOSCCmembrane lipid biosynthetic process77/7305142/187231.63e-041.13e-0377
GO:00066641Oral cavityOSCCglycolipid metabolic process53/7305100/187233.09e-031.33e-0253
GO:19035091Oral cavityOSCCliposaccharide metabolic process53/7305101/187234.06e-031.66e-0253
GO:0030148Oral cavityOSCCsphingolipid biosynthetic process53/7305103/187236.81e-032.53e-0253
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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
A4GALTinsertionFrame_Shift_Insrs756055465c.15_16insCp.Asp6ArgfsTer49p.D6Rfs*49Q9NPC4protein_codingTCGA-S3-AA0Z-01Breastbreast invasive carcinomaFemale<65I/IIAncillaryneulastaCR
A4GALTSNVMissense_Mutationnovelc.957N>Tp.Lys319Asnp.K319NQ9NPC4protein_codingtolerated(0.13)possibly_damaging(0.681)TCGA-VS-A94W-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
A4GALTinsertionFrame_Shift_Insnovelc.169_170insGGp.Ala57GlyfsTer9p.A57Gfs*9Q9NPC4protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
A4GALTSNVMissense_Mutationnovelc.1006N>Ap.Gln336Lysp.Q336KQ9NPC4protein_codingtolerated(0.14)benign(0.427)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
A4GALTSNVMissense_Mutationc.655N>Ap.Ala219Thrp.A219TQ9NPC4protein_codingdeleterious(0.01)probably_damaging(0.962)TCGA-AA-3667-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
A4GALTSNVMissense_Mutationc.769N>Tp.Val257Phep.V257FQ9NPC4protein_codingdeleterious(0)possibly_damaging(0.867)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
A4GALTSNVMissense_Mutationrs750440854c.364N>Ap.Ala122Thrp.A122TQ9NPC4protein_codingtolerated(0.31)benign(0.019)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
A4GALTSNVMissense_Mutationc.926N>Cp.Ser309Thrp.S309TQ9NPC4protein_codingdeleterious(0.02)benign(0.026)TCGA-AD-6888-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
A4GALTSNVMissense_Mutationrs750737826c.517N>Ap.Val173Metp.V173MQ9NPC4protein_codingdeleterious(0)possibly_damaging(0.874)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
A4GALTSNVMissense_Mutationrs779713387c.620N>Gp.Val207Glyp.V207GQ9NPC4protein_codingdeleterious(0.02)benign(0.042)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=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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