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: GTDC1

Gene summary for GTDC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTDC1

Gene ID

79712

Gene nameglycosyltransferase like domain containing 1
Gene AliasHmat-Xa
Cytomap2q22.3
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q4AE62


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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
79712GTDC1P79T-EHumanEsophagusESCC1.46e-131.49e-010.1154
79712GTDC1P80T-EHumanEsophagusESCC2.19e-041.05e-010.155
79712GTDC1P82T-EHumanEsophagusESCC3.95e-031.96e-010.1072
79712GTDC1P83T-EHumanEsophagusESCC3.19e-072.03e-010.1738
79712GTDC1P84T-EHumanEsophagusESCC1.53e-031.74e-010.0933
79712GTDC1P91T-EHumanEsophagusESCC5.82e-096.68e-010.1828
79712GTDC1P107T-EHumanEsophagusESCC6.58e-091.97e-010.171
79712GTDC1P128T-EHumanEsophagusESCC1.53e-103.34e-010.1241
79712GTDC1P130T-EHumanEsophagusESCC1.77e-244.82e-010.1676
79712GTDC1HTA12-26-1HumanPancreasPDAC2.65e-116.44e-010.3728
79712GTDC1HTA12-29-1HumanPancreasPDAC5.23e-358.11e-010.3722
79712GTDC1male-WTAHumanThyroidPTC9.12e-063.42e-020.1037
79712GTDC1PTC01HumanThyroidPTC1.86e-032.95e-020.1899
79712GTDC1PTC04HumanThyroidPTC1.54e-086.90e-020.1927
79712GTDC1PTC05HumanThyroidPTC7.48e-081.43e-010.2065
79712GTDC1PTC06HumanThyroidPTC3.06e-061.99e-010.2057
79712GTDC1PTC07HumanThyroidPTC2.77e-071.10e-010.2044
79712GTDC1ATC12HumanThyroidATC2.12e-04-3.37e-030.34
79712GTDC1ATC13HumanThyroidATC6.41e-529.75e-010.34
79712GTDC1ATC2HumanThyroidATC1.43e-025.04e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
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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
GTDC1SNVMissense_Mutationnovelc.257N>Ap.Ile86Asnp.I86NQ4AE62protein_codingdeleterious(0)possibly_damaging(0.899)TCGA-C8-A12K-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GTDC1SNVMissense_Mutationc.997N>Cp.Glu333Glnp.E333QQ4AE62protein_codingtolerated(0.09)possibly_damaging(0.653)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
GTDC1SNVMissense_Mutationrs150712882c.1141N>Ap.Val381Metp.V381MQ4AE62protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A1NF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
GTDC1insertionNonsense_Mutationnovelc.527_528insTACCTAAGCGAGCCATGTCAGCTCTCTGp.Met176IlefsTer3p.M176Ifs*3Q4AE62protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GTDC1SNVMissense_Mutationnovelc.624N>Cp.Gln208Hisp.Q208HQ4AE62protein_codingtolerated_low_confidence(0.39)benign(0.088)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
GTDC1SNVMissense_Mutationnovelc.624N>Cp.Gln208Hisp.Q208HQ4AE62protein_codingtolerated_low_confidence(0.39)benign(0.088)TCGA-EK-A2RM-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GTDC1SNVMissense_Mutationc.27C>Gp.Phe9Leup.F9LQ4AE62protein_codingdeleterious(0)probably_damaging(0.996)TCGA-EX-A1H6-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GTDC1SNVMissense_Mutationnovelc.101N>Tp.Pro34Leup.P34LQ4AE62protein_codingdeleterious(0)possibly_damaging(0.566)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GTDC1SNVMissense_Mutationrs142181617c.214G>Ap.Glu72Lysp.E72KQ4AE62protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
GTDC1SNVMissense_Mutationc.636G>Tp.Glu212Aspp.E212DQ4AE62protein_codingtolerated_low_confidence(0.26)benign(0.021)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=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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