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: TLCD2

Gene summary for TLCD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TLCD2

Gene ID

727910

Gene nameTLC domain containing 2
Gene AliasTLCD2
Cytomap17p13.3
Gene Typeprotein-coding
GO ID

GO:0007009

UniProtAcc

A6NGC4


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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
727910TLCD2HTA11_2487_2000001011HumanColorectumSER3.36e-022.71e-01-0.1808
727910TLCD2HTA11_347_2000001011HumanColorectumAD1.91e-155.25e-01-0.1954
727910TLCD2HTA11_83_2000001011HumanColorectumSER3.59e-033.30e-01-0.1526
727910TLCD2HTA11_696_2000001011HumanColorectumAD2.48e-063.94e-01-0.1464
727910TLCD2HTA11_5212_2000001011HumanColorectumAD1.91e-022.91e-01-0.2061
727910TLCD2A015-C-104HumanColorectumFAP4.36e-02-7.59e-02-0.1899
727910TLCD2A001-C-203HumanColorectumFAP1.57e-03-1.42e-01-0.0481
727910TLCD2A002-C-116HumanColorectumFAP2.61e-02-6.24e-02-0.0452
727910TLCD2F034HumanColorectumFAP1.75e-02-1.38e-01-0.0665
727910TLCD2HCC1_MengHumanLiverHCC2.21e-06-3.66e-020.0246
727910TLCD2HCC2_MengHumanLiverHCC1.13e-292.81e-010.0107
727910TLCD2cirrhotic1HumanLiverCirrhotic7.45e-038.49e-020.0202
727910TLCD2HCC1HumanLiverHCC4.50e-212.10e+000.5336
727910TLCD2HCC2HumanLiverHCC9.85e-383.17e+000.5341
727910TLCD2HCC5HumanLiverHCC6.43e-382.40e+000.4932
727910TLCD2C21HumanOral cavityOSCC4.25e-021.72e-010.2678
727910TLCD2C30HumanOral cavityOSCC6.49e-115.80e-010.3055
727910TLCD2C38HumanOral cavityOSCC2.80e-025.37e-010.172
727910TLCD2C08HumanOral cavityOSCC1.27e-123.11e-010.1919
727910TLCD2LP15HumanOral cavityLP2.70e-026.64e-010.2174
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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
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
∗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:0071709ColorectumADmembrane assembly22/391850/187232.00e-042.66e-0322
GO:0044091ColorectumADmembrane biogenesis22/391855/187239.88e-049.28e-0322
GO:00717091ColorectumSERmembrane assembly20/289750/187232.45e-056.84e-0420
GO:00440911ColorectumSERmembrane biogenesis20/289755/187231.21e-042.49e-0320
GO:0007009ColorectumSERplasma membrane organization36/2897142/187231.50e-031.62e-0236
GO:00717093ColorectumFAPmembrane assembly17/262250/187232.86e-043.77e-0317
GO:00440913ColorectumFAPmembrane biogenesis17/262255/187239.95e-049.80e-0317
GO:00070091ColorectumFAPplasma membrane organization31/2622142/187237.20e-034.38e-0231
GO:005508811LiverCirrhoticlipid homeostasis74/4634167/187232.46e-088.51e-0774
GO:00440914LiverCirrhoticmembrane biogenesis25/463455/187236.51e-044.96e-0325
GO:00717094LiverCirrhoticmembrane assembly23/463450/187238.62e-046.22e-0323
GO:00550882LiverHCClipid homeostasis103/7958167/187234.27e-077.18e-06103
GO:004409111LiverHCCmembrane biogenesis37/795855/187231.79e-041.41e-0337
GO:007170911LiverHCCmembrane assembly34/795850/187232.38e-041.79e-0334
GO:00440917Oral cavityOSCCmembrane biogenesis35/730555/187231.88e-041.27e-0335
GO:00717098Oral cavityOSCCmembrane assembly32/730550/187233.02e-041.89e-0332
GO:004409113Oral cavityLPmembrane biogenesis25/462355/187236.27e-045.71e-0325
GO:007170913Oral cavityLPmembrane assembly23/462350/187238.33e-047.27e-0323
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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
TLCD2insertionFrame_Shift_Insnovelc.729_730insGp.Thr244AspfsTer6p.T244Dfs*6A6NGC4protein_codingTCGA-EK-A2PI-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TLCD2SNVMissense_Mutationnovelc.742N>Tp.Arg248Cysp.R248CA6NGC4protein_codingtolerated(0.28)benign(0)TCGA-4E-A92E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TLCD2SNVMissense_Mutationc.765C>Ap.Ser255Argp.S255RA6NGC4protein_codingtolerated_low_confidence(1)benign(0)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
TLCD2SNVMissense_Mutationnovelc.626C>Tp.Thr209Ilep.T209IA6NGC4protein_codingtolerated(1)possibly_damaging(0.607)TCGA-EY-A2OM-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapytaxolSD
TLCD2SNVMissense_Mutationnovelc.604N>Ap.Leu202Metp.L202MA6NGC4protein_codingdeleterious(0.03)probably_damaging(0.909)TCGA-FI-A2F4-01Endometriumuterine corpus endometrioid carcinomaFemale<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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