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: CSGALNACT1

Gene summary for CSGALNACT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CSGALNACT1

Gene ID

55790

Gene namechondroitin sulfate N-acetylgalactosaminyltransferase 1
Gene AliasCSGalNAcT-1
Cytomap8p21.3
Gene Typeprotein-coding
GO ID

GO:0000271

UniProtAcc

Q8TDX6


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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
55790CSGALNACT1C08HumanOral cavityOSCC1.81e-021.16e-020.1919
55790CSGALNACT1EOLP-1HumanOral cavityEOLP9.81e-155.56e-01-0.0202
55790CSGALNACT1NEOLP-1HumanOral cavityNEOLP1.06e-218.25e-01-0.0194
55790CSGALNACT1047563_1562-all-cellsHumanProstateBPH1.91e-104.93e-010.0791
55790CSGALNACT1048752_1579-all-cellsHumanProstateBPH1.34e-276.72e-010.1008
55790CSGALNACT1052095_1628-all-cellsHumanProstateBPH5.18e-215.96e-010.1032
55790CSGALNACT1052097_1595-all-cellsHumanProstateBPH6.82e-062.86e-010.0972
55790CSGALNACT1052099_1652-all-cellsHumanProstateBPH2.51e-134.32e-010.1038
55790CSGALNACT1Dong_P1HumanProstateTumor5.89e-055.16e-020.035
55790CSGALNACT1Dong_P5HumanProstateTumor1.89e-122.75e-020.053
55790CSGALNACT1GSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor2.42e-023.13e-010.1575
55790CSGALNACT1Adj_PTCwithHT_6HumanThyroidHT8.96e-03-2.71e-010.02
55790CSGALNACT1PTCwithHT_6HumanThyroidHT1.15e-03-2.59e-010.02
55790CSGALNACT1PTCwithHT_8HumanThyroidHT2.01e-02-2.54e-010.0351
55790CSGALNACT1PTCwithoutHT_2HumanThyroidPTC1.28e-03-2.64e-010.0419
55790CSGALNACT1male-WTAHumanThyroidPTC1.22e-19-2.52e-020.1037
55790CSGALNACT1PTC01HumanThyroidPTC4.17e-11-1.93e-010.1899
55790CSGALNACT1PTC06HumanThyroidPTC5.20e-096.12e-020.2057
55790CSGALNACT1PTC07HumanThyroidPTC5.10e-221.74e-010.2044
55790CSGALNACT1ATC12HumanThyroidATC2.95e-05-1.22e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00442724Oral cavityOSCCsulfur compound biosynthetic process82/7305148/187233.71e-053.31e-0482
GO:00067905Oral cavityOSCCsulfur compound metabolic process168/7305339/187234.50e-053.84e-04168
GO:00092255Oral cavityOSCCnucleotide-sugar metabolic process26/730536/187235.44e-054.51e-0426
GO:0030206Oral cavityOSCCchondroitin sulfate biosynthetic process15/730518/187231.53e-041.07e-0315
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:00091011Oral cavityOSCCglycoprotein biosynthetic process151/7305317/187231.01e-035.26e-03151
GO:0050650Oral cavityOSCCchondroitin sulfate proteoglycan biosynthetic process16/730523/187232.93e-031.27e-0216
GO:00160513Oral cavityOSCCcarbohydrate biosynthetic process97/7305202/187235.50e-032.13e-0297
GO:0030204Oral cavityOSCCchondroitin sulfate metabolic process19/730530/187236.03e-032.28e-0219
GO:00442625Oral cavityOSCCcellular carbohydrate metabolic process130/7305283/187239.98e-033.49e-02130
GO:0006040Oral cavityOSCCamino sugar metabolic process24/730542/187231.30e-024.34e-0224
GO:00442624ProstateBPHcellular carbohydrate metabolic process66/3107283/187232.06e-031.16e-0266
GO:00442723ProstateBPHsulfur compound biosynthetic process37/3107148/187235.70e-032.65e-0237
GO:004426212ProstateTumorcellular carbohydrate metabolic process66/3246283/187235.90e-032.74e-0266
GO:004427211ProstateTumorsulfur compound biosynthetic process38/3246148/187236.69e-033.06e-0238
GO:00092257ThyroidPTCnucleotide-sugar metabolic process23/596836/187237.78e-056.66e-0423
GO:00442726ThyroidPTCsulfur compound biosynthetic process63/5968148/187233.91e-031.87e-0263
GO:00091013ThyroidPTCglycoprotein biosynthetic process123/5968317/187235.05e-032.33e-02123
GO:00091003ThyroidPTCglycoprotein metabolic process147/5968387/187235.87e-032.64e-02147
GO:000922511ThyroidATCnucleotide-sugar metabolic process24/629336/187235.10e-053.99e-0424
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00532Oral cavityOSCCGlycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate16/370421/84652.61e-036.77e-033.45e-0316
hsa005321Oral cavityOSCCGlycosaminoglycan biosynthesis - chondroitin sulfate / dermatan sulfate16/370421/84652.61e-036.77e-033.45e-0316
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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
CSGALNACT1SNVMissense_Mutationrs199989662c.1397N>Ap.Arg466Glnp.R466QQ8TDX6protein_codingdeleterious(0)probably_damaging(0.995)TCGA-B6-A0RH-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CSGALNACT1insertionIn_Frame_Insnovelc.152_153insACTGGGTCTTAGGGTATTTTCCTGTCCCCACTCCGCCTTp.Pro51_Thr52insLeuGlyLeuArgValPheSerCysProHisSerAlaPhep.P51_T52insLGLRVFSCPHSAFQ8TDX6protein_codingTCGA-A8-A07Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificExemestaneSD
CSGALNACT1insertionNonsense_Mutationnovelc.269_270insGGAAAATCATTAAACATCATTAAAAAAAAAAATCCTp.Ser90delinsArgGluAsnHisTerThrSerLeuLysLysLysIleLeup.S90delinsRENH*TSLKKKILQ8TDX6protein_codingTCGA-AN-A0FV-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CSGALNACT1insertionNonsense_Mutationnovelc.1511_1512insAAAGGAAACTCATTCAGACTGGTGATATCGTp.His504GlnfsTer9p.H504Qfs*9Q8TDX6protein_codingTCGA-BH-A0B4-01Breastbreast invasive carcinomaMale>=65III/IVHormone TherapytamoxiphenSD
CSGALNACT1deletionFrame_Shift_Delnovelc.37delNp.Ser13ProfsTer60p.S13Pfs*60Q8TDX6protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CSGALNACT1deletionFrame_Shift_Delnovelc.515delTp.Val172GlyfsTer20p.V172Gfs*20Q8TDX6protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CSGALNACT1SNVMissense_Mutationnovelc.5N>Cp.Met2Thrp.M2TQ8TDX6protein_codingtolerated_low_confidence(0.18)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CSGALNACT1SNVMissense_Mutationrs745624023c.178N>Ap.Val60Ilep.V60IQ8TDX6protein_codingtolerated(0.24)benign(0)TCGA-C5-A1BM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CSGALNACT1SNVMissense_Mutationc.728G>Cp.Arg243Prop.R243PQ8TDX6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CSGALNACT1SNVMissense_Mutationnovelc.588N>Cp.Glu196Aspp.E196DQ8TDX6protein_codingtolerated(0.31)benign(0.013)TCGA-VS-A9U7-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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