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: GALNT11

Gene summary for GALNT11

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GALNT11

Gene ID

63917

Gene namepolypeptide N-acetylgalactosaminyltransferase 11
Gene AliasGALNAC-T11
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

B7Z5G5


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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
63917GALNT11LZE4THumanEsophagusESCC7.75e-039.96e-020.0811
63917GALNT11LZE7THumanEsophagusESCC2.13e-044.13e-010.0667
63917GALNT11LZE22THumanEsophagusESCC2.41e-032.40e-010.068
63917GALNT11LZE24THumanEsophagusESCC1.00e-028.94e-020.0596
63917GALNT11P1T-EHumanEsophagusESCC9.37e-062.76e-010.0875
63917GALNT11P2T-EHumanEsophagusESCC4.58e-183.11e-010.1177
63917GALNT11P4T-EHumanEsophagusESCC1.86e-121.87e-010.1323
63917GALNT11P5T-EHumanEsophagusESCC1.03e-121.17e-010.1327
63917GALNT11P8T-EHumanEsophagusESCC1.28e-171.98e-010.0889
63917GALNT11P9T-EHumanEsophagusESCC4.10e-132.51e-010.1131
63917GALNT11P10T-EHumanEsophagusESCC2.87e-315.31e-010.116
63917GALNT11P11T-EHumanEsophagusESCC2.08e-062.92e-010.1426
63917GALNT11P12T-EHumanEsophagusESCC2.86e-234.35e-010.1122
63917GALNT11P15T-EHumanEsophagusESCC9.86e-247.29e-010.1149
63917GALNT11P16T-EHumanEsophagusESCC8.44e-203.60e-010.1153
63917GALNT11P19T-EHumanEsophagusESCC1.61e-086.45e-010.1662
63917GALNT11P20T-EHumanEsophagusESCC1.03e-122.51e-010.1124
63917GALNT11P21T-EHumanEsophagusESCC2.38e-469.16e-010.1617
63917GALNT11P22T-EHumanEsophagusESCC4.53e-112.35e-010.1236
63917GALNT11P24T-EHumanEsophagusESCC1.66e-101.74e-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
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
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: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:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:00085935EsophagusESCCregulation of Notch signaling pathway59/855295/187239.12e-044.65e-0359
GO:00064931EsophagusESCCprotein O-linked glycosylation51/855286/187237.54e-032.70e-0251
GO:001821010EsophagusESCCpeptidyl-threonine modification70/8552125/187231.29e-024.25e-0270
GO:00182105LungIACpeptidyl-threonine modification33/2061125/187231.22e-066.43e-0533
GO:0060271LungIACcilium assembly55/2061337/187231.84e-031.88e-0255
GO:00085932LungIACregulation of Notch signaling pathway20/206195/187233.15e-032.75e-0220
GO:0044782LungIACcilium organization58/2061368/187233.15e-032.75e-0258
GO:001821012LungAISpeptidyl-threonine modification30/1849125/187233.29e-061.74e-0430
GO:00085931LungAISregulation of Notch signaling pathway20/184995/187238.52e-041.17e-0220
GO:00072193LungAISNotch signaling pathway29/1849172/187232.93e-032.92e-0229
GO:0006493LungAISprotein O-linked glycosylation17/184986/187234.04e-033.65e-0217
GO:00064863LungAISprotein glycosylation35/1849226/187234.93e-034.27e-0235
GO:00434133LungAISmacromolecule glycosylation35/1849226/187234.93e-034.27e-0235
GO:00072196Oral cavityOSCCNotch signaling pathway92/7305172/187237.84e-056.08e-0492
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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
GALNT11SNVMissense_Mutationnovelc.1739N>Ap.Arg580Lysp.R580KQ8NCW6protein_codingtolerated(1)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
GALNT11SNVMissense_Mutationrs776670404c.541C>Tp.His181Tyrp.H181YQ8NCW6protein_codingtolerated(1)benign(0)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
GALNT11SNVMissense_Mutationc.942N>Tp.Glu314Aspp.E314DQ8NCW6protein_codingtolerated(0.29)benign(0.011)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GALNT11SNVMissense_Mutationc.298A>Gp.Met100Valp.M100VQ8NCW6protein_codingtolerated(0.06)benign(0.007)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
GALNT11SNVMissense_Mutationnovelc.766N>Gp.Gln256Glup.Q256EQ8NCW6protein_codingtolerated(0.74)benign(0.035)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
GALNT11SNVMissense_Mutationrs766807653c.1168N>Ap.Glu390Lysp.E390KQ8NCW6protein_codingtolerated(0.4)benign(0.048)TCGA-EW-A1OZ-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabSD
GALNT11SNVMissense_Mutationrs550164832c.1774G>Ap.Ala592Thrp.A592TQ8NCW6protein_codingtolerated(0.44)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GALNT11SNVMissense_Mutationrs375106713c.1295G>Ap.Arg432Hisp.R432HQ8NCW6protein_codingdeleterious(0.02)benign(0.297)TCGA-C5-A2M2-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GALNT11SNVMissense_Mutationnovelc.353N>Tp.Ala118Valp.A118VQ8NCW6protein_codingdeleterious(0)possibly_damaging(0.493)TCGA-C5-A8ZZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnspecificCisplatinSD
GALNT11SNVMissense_Mutationrs753195277c.698C>Tp.Ala233Valp.A233VQ8NCW6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<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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