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: GALNT10

Gene summary for GALNT10

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GALNT10

Gene ID

55568

Gene namepolypeptide N-acetylgalactosaminyltransferase 10
Gene AliasGALNACT10
Cytomap5q33.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q86SR1


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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
55568GALNT10HTA11_1938_2000001011HumanColorectumAD7.02e-075.51e-01-0.0811
55568GALNT10HTA11_347_2000001011HumanColorectumAD6.86e-053.27e-01-0.1954
55568GALNT10HTA11_1391_2000001011HumanColorectumAD1.53e-086.51e-01-0.059
55568GALNT10HTA11_99999971662_82457HumanColorectumMSS3.50e-076.65e-010.3859
55568GALNT10A002-C-010HumanColorectumFAP1.68e-033.10e-010.242
55568GALNT10A015-C-203HumanColorectumFAP1.73e-09-1.76e-01-0.1294
55568GALNT10A002-C-201HumanColorectumFAP1.06e-021.90e-010.0324
55568GALNT10A002-C-203HumanColorectumFAP4.65e-023.77e-010.2786
55568GALNT10A001-C-119HumanColorectumFAP1.32e-02-2.82e-01-0.1557
55568GALNT10A001-C-108HumanColorectumFAP4.18e-03-1.14e-02-0.0272
55568GALNT10A002-C-205HumanColorectumFAP1.08e-03-9.97e-02-0.1236
55568GALNT10A015-C-006HumanColorectumFAP8.11e-03-1.28e-01-0.0994
55568GALNT10A015-C-106HumanColorectumFAP2.89e-02-8.98e-03-0.0511
55568GALNT10A002-C-114HumanColorectumFAP8.90e-04-1.14e-01-0.1561
55568GALNT10A015-C-104HumanColorectumFAP2.10e-10-1.40e-01-0.1899
55568GALNT10A001-C-014HumanColorectumFAP1.54e-02-4.64e-030.0135
55568GALNT10A002-C-016HumanColorectumFAP5.03e-06-4.20e-020.0521
55568GALNT10A002-C-116HumanColorectumFAP4.59e-13-1.83e-01-0.0452
55568GALNT10A014-C-008HumanColorectumFAP2.79e-02-1.72e-01-0.191
55568GALNT10A018-E-020HumanColorectumFAP1.22e-03-1.16e-01-0.2034
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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
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
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: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: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: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:00064866ThyroidPTCprotein glycosylation94/5968226/187231.25e-037.13e-0394
GO:00434136ThyroidPTCmacromolecule glycosylation94/5968226/187231.25e-037.13e-0394
GO:00700855ThyroidPTCglycosylation96/5968240/187234.57e-032.15e-0296
GO:00091013ThyroidPTCglycoprotein biosynthetic process123/5968317/187235.05e-032.33e-02123
GO:00091003ThyroidPTCglycoprotein metabolic process147/5968387/187235.87e-032.64e-02147
GO:000648612ThyroidATCprotein glycosylation94/6293226/187237.11e-032.82e-0294
GO:004341312ThyroidATCmacromolecule glycosylation94/6293226/187237.11e-032.82e-0294
GO:000910011ThyroidATCglycoprotein metabolic process153/6293387/187237.90e-033.06e-02153
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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
GALNT10SNVMissense_Mutationrs751497664c.1183N>Ap.Glu395Lysp.E395KQ86SR1protein_codingdeleterious(0.02)probably_damaging(0.91)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
GALNT10SNVMissense_Mutationc.943N>Tp.Pro315Serp.P315SQ86SR1protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
GALNT10SNVMissense_Mutationnovelc.705N>Ap.Phe235Leup.F235LQ86SR1protein_codingtolerated(0.05)possibly_damaging(0.843)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GALNT10SNVMissense_Mutationrs751497664c.1183N>Ap.Glu395Lysp.E395KQ86SR1protein_codingdeleterious(0.02)probably_damaging(0.91)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GALNT10SNVMissense_Mutationrs746426348c.662N>Ap.Arg221Glnp.R221QQ86SR1protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GALNT10SNVMissense_Mutationrs762822794c.416G>Ap.Arg139Hisp.R139HQ86SR1protein_codingtolerated(0.14)benign(0.115)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
GALNT10SNVMissense_Mutationnovelc.202N>Tp.Gly68Trpp.G68WQ86SR1protein_codingdeleterious(0.01)possibly_damaging(0.887)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GALNT10SNVMissense_Mutationnovelc.1180N>Ap.Ala394Thrp.A394TQ86SR1protein_codingdeleterious(0)probably_damaging(0.951)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
GALNT10SNVMissense_Mutationnovelc.1258N>Tp.Val420Phep.V420FQ86SR1protein_codingdeleterious(0.01)benign(0.305)TCGA-AA-A01D-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycapecitabinePD
GALNT10SNVMissense_Mutationc.226G>Ap.Asp76Asnp.D76NQ86SR1protein_codingtolerated(0.24)benign(0.001)TCGA-AA-A022-01Colorectumcolon 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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