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: GANC

Gene summary for GANC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GANC

Gene ID

2595

Gene nameglucosidase alpha, neutral C
Gene AliasGANC
Cytomap15q15.1
Gene Typeprotein-coding
GO ID

GO:0000023

UniProtAcc

H3BN99


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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
2595GANCLZE4THumanEsophagusESCC4.15e-071.21e-010.0811
2595GANCLZE8THumanEsophagusESCC1.79e-026.96e-020.067
2595GANCLZE24THumanEsophagusESCC4.12e-061.47e-010.0596
2595GANCP1T-EHumanEsophagusESCC1.88e-053.13e-010.0875
2595GANCP2T-EHumanEsophagusESCC2.77e-109.82e-020.1177
2595GANCP4T-EHumanEsophagusESCC4.32e-048.44e-020.1323
2595GANCP5T-EHumanEsophagusESCC1.38e-061.70e-010.1327
2595GANCP8T-EHumanEsophagusESCC9.13e-132.07e-010.0889
2595GANCP9T-EHumanEsophagusESCC2.13e-082.75e-010.1131
2595GANCP10T-EHumanEsophagusESCC2.42e-101.31e-010.116
2595GANCP11T-EHumanEsophagusESCC2.94e-022.00e-010.1426
2595GANCP12T-EHumanEsophagusESCC1.25e-152.39e-010.1122
2595GANCP15T-EHumanEsophagusESCC3.78e-092.01e-010.1149
2595GANCP16T-EHumanEsophagusESCC3.01e-091.82e-010.1153
2595GANCP20T-EHumanEsophagusESCC2.82e-131.51e-010.1124
2595GANCP21T-EHumanEsophagusESCC1.21e-102.54e-010.1617
2595GANCP22T-EHumanEsophagusESCC6.33e-088.87e-020.1236
2595GANCP23T-EHumanEsophagusESCC1.54e-132.65e-010.108
2595GANCP24T-EHumanEsophagusESCC1.86e-028.44e-020.1287
2595GANCP26T-EHumanEsophagusESCC1.08e-161.22e-010.1276
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:00442625Oral cavityOSCCcellular carbohydrate metabolic process130/7305283/187239.98e-033.49e-02130
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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
GANCSNVMissense_Mutationc.1438N>Ap.Asp480Asnp.D480NQ8TET4protein_codingprobably_damaging(0.999)TCGA-A1-A0SQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyacSD
GANCSNVMissense_Mutationnovelc.949N>Gp.Arg317Glyp.R317GQ8TET4protein_codingbenign(0)TCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GANCSNVMissense_Mutationc.2536N>Tp.Ala846Serp.A846SQ8TET4protein_codingbenign(0.01)TCGA-E2-A1BC-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
GANCSNVMissense_Mutationnovelc.2229G>Tp.Glu743Aspp.E743DQ8TET4protein_codingbenign(0.147)TCGA-UU-A93S-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
GANCSNVMissense_Mutationc.1360N>Ap.Asp454Asnp.D454NQ8TET4protein_codingbenign(0.014)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GANCSNVMissense_Mutationc.1846G>Cp.Asp616Hisp.D616HQ8TET4protein_codingprobably_damaging(1)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GANCSNVMissense_Mutationnovelc.2615N>Gp.Ser872Cysp.S872CQ8TET4protein_codingbenign(0.113)TCGA-UC-A7PG-06Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
GANCSNVMissense_Mutationc.2594N>Ap.Gly865Aspp.G865DQ8TET4protein_codingprobably_damaging(0.995)TCGA-AA-3506-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GANCSNVMissense_Mutationrs368575859c.1288C>Tp.Arg430Cysp.R430CQ8TET4protein_codingprobably_damaging(1)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GANCSNVMissense_Mutationc.1484N>Tp.Ala495Valp.A495VQ8TET4protein_codingbenign(0.281)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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