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: TPGS1

Gene summary for TPGS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TPGS1

Gene ID

91978

Gene nametubulin polyglutamylase complex subunit 1
Gene AliasC19orf20
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q6ZTW0


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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
91978TPGS1LZE20THumanEsophagusESCC2.20e-021.87e-010.0662
91978TPGS1LZE21D1HumanEsophagusHGIN3.12e-023.84e-010.0632
91978TPGS1LZE22THumanEsophagusESCC1.36e-033.25e-010.068
91978TPGS1LZE24THumanEsophagusESCC1.06e-225.61e-010.0596
91978TPGS1LZE21THumanEsophagusESCC6.44e-135.75e-010.0655
91978TPGS1P1T-EHumanEsophagusESCC3.89e-156.60e-010.0875
91978TPGS1P2T-EHumanEsophagusESCC1.59e-305.07e-010.1177
91978TPGS1P4T-EHumanEsophagusESCC1.70e-377.36e-010.1323
91978TPGS1P5T-EHumanEsophagusESCC4.12e-112.15e-010.1327
91978TPGS1P8T-EHumanEsophagusESCC4.19e-254.14e-010.0889
91978TPGS1P9T-EHumanEsophagusESCC1.73e-387.59e-010.1131
91978TPGS1P10T-EHumanEsophagusESCC3.02e-264.35e-010.116
91978TPGS1P11T-EHumanEsophagusESCC4.23e-371.06e+000.1426
91978TPGS1P12T-EHumanEsophagusESCC7.74e-416.49e-010.1122
91978TPGS1P15T-EHumanEsophagusESCC2.57e-438.13e-010.1149
91978TPGS1P16T-EHumanEsophagusESCC3.60e-131.66e-010.1153
91978TPGS1P17T-EHumanEsophagusESCC4.13e-197.04e-010.1278
91978TPGS1P19T-EHumanEsophagusESCC8.16e-137.34e-010.1662
91978TPGS1P20T-EHumanEsophagusESCC1.01e-275.65e-010.1124
91978TPGS1P21T-EHumanEsophagusESCC6.62e-203.76e-010.1617
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:005164810EsophagusHGINvesicle localization37/2587177/187236.03e-034.87e-0237
GO:005164815EsophagusESCCvesicle localization119/8552177/187235.16e-091.08e-07119
GO:005164811LiverCirrhoticvesicle localization62/4634177/187231.37e-039.18e-0362
GO:005164821LiverHCCvesicle localization107/7958177/187231.05e-061.57e-05107
GO:00516489Oral cavityOSCCvesicle localization105/7305177/187233.30e-086.30e-07105
GO:005164814Oral cavityLPvesicle localization66/4623177/187231.25e-041.46e-0366
GO:005164816SkincSCCvesicle localization73/4864177/187236.36e-068.92e-0573
GO:005164817ThyroidPTCvesicle localization94/5968177/187233.54e-099.45e-0894
GO:005164818ThyroidATCvesicle localization91/6293177/187237.21e-079.64e-0691
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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
TPGS1deletionIn_Frame_Delnovelc.12_53delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Glu5_Thr18delp.E5_T18delQ6ZTW0protein_codingTCGA-AY-A71X-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TPGS1SNVMissense_Mutationnovelc.507N>Tp.Gln169Hisp.Q169HQ6ZTW0protein_codingtolerated(0.44)benign(0.023)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TPGS1SNVMissense_Mutationrs537230252c.149N>Tp.Ala50Valp.A50VQ6ZTW0protein_codingdeleterious(0.03)possibly_damaging(0.795)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
TPGS1SNVMissense_Mutationnovelc.475N>Ap.Glu159Lysp.E159KQ6ZTW0protein_codingtolerated(0.05)benign(0.325)TCGA-DD-AAW3-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownSD
TPGS1SNVMissense_Mutationnovelc.398G>Tp.Arg133Metp.R133MQ6ZTW0protein_codingdeleterious(0.04)benign(0.26)TCGA-XK-AAIW-01Prostateprostate adenocarcinomaMale>=659UnknownUnknownPD
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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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