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: TLCD1

Gene summary for TLCD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TLCD1

Gene ID

116238

Gene nameTLC domain containing 1
Gene AliasTLCD1
Cytomap17q11.2
Gene Typeprotein-coding
GO ID

GO:0007009

UniProtAcc

Q96CP7


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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
116238TLCD1LZE24THumanEsophagusESCC3.74e-164.42e-010.0596
116238TLCD1P1T-EHumanEsophagusESCC9.22e-073.73e-010.0875
116238TLCD1P2T-EHumanEsophagusESCC2.64e-172.04e-010.1177
116238TLCD1P4T-EHumanEsophagusESCC1.12e-296.65e-010.1323
116238TLCD1P5T-EHumanEsophagusESCC1.33e-122.59e-010.1327
116238TLCD1P8T-EHumanEsophagusESCC2.67e-035.51e-020.0889
116238TLCD1P9T-EHumanEsophagusESCC4.51e-123.53e-010.1131
116238TLCD1P10T-EHumanEsophagusESCC9.79e-043.17e-020.116
116238TLCD1P11T-EHumanEsophagusESCC1.90e-114.40e-010.1426
116238TLCD1P12T-EHumanEsophagusESCC5.71e-072.52e-010.1122
116238TLCD1P15T-EHumanEsophagusESCC5.25e-112.74e-010.1149
116238TLCD1P16T-EHumanEsophagusESCC1.10e-071.21e-010.1153
116238TLCD1P17T-EHumanEsophagusESCC1.03e-021.32e-010.1278
116238TLCD1P20T-EHumanEsophagusESCC5.66e-061.40e-010.1124
116238TLCD1P21T-EHumanEsophagusESCC1.78e-255.42e-010.1617
116238TLCD1P22T-EHumanEsophagusESCC6.92e-142.92e-010.1236
116238TLCD1P23T-EHumanEsophagusESCC5.19e-215.51e-010.108
116238TLCD1P24T-EHumanEsophagusESCC2.70e-103.86e-010.1287
116238TLCD1P26T-EHumanEsophagusESCC5.81e-101.31e-010.1276
116238TLCD1P27T-EHumanEsophagusESCC5.04e-068.48e-020.1055
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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
∗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:00440918EsophagusESCCmembrane biogenesis38/855255/187233.78e-042.19e-0338
GO:00717099EsophagusESCCmembrane assembly35/855250/187234.33e-042.44e-0335
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
TLCD1SNVMissense_Mutationnovelc.208C>Gp.Pro70Alap.P70AQ96CP7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
TLCD1SNVMissense_Mutationnovelc.326N>Ap.Arg109Glnp.R109QQ96CP7protein_codingtolerated(0.08)benign(0.127)TCGA-C5-A7X5-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
TLCD1SNVMissense_Mutationnovelc.651N>Cp.Met217Ilep.M217IQ96CP7protein_codingdeleterious(0)benign(0.372)TCGA-VS-A8QF-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TLCD1SNVMissense_Mutationrs148558266c.679C>Tp.Arg227Cysp.R227CQ96CP7protein_codingdeleterious(0)probably_damaging(0.987)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TLCD1SNVMissense_Mutationnovelc.468N>Tp.Met156Ilep.M156IQ96CP7protein_codingtolerated(0.14)benign(0.021)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TLCD1SNVMissense_Mutationrs748842622c.670N>Tp.Arg224Cysp.R224CQ96CP7protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TLCD1SNVMissense_Mutationc.485N>Tp.Ala162Valp.A162VQ96CP7protein_codingtolerated(0.83)benign(0.006)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TLCD1SNVMissense_Mutationnovelc.467N>Cp.Met156Thrp.M156TQ96CP7protein_codingdeleterious(0)possibly_damaging(0.564)TCGA-AX-A2HA-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TLCD1SNVMissense_Mutationrs868373791c.359N>Cp.Met120Thrp.M120TQ96CP7protein_codingdeleterious(0.01)benign(0.059)TCGA-B5-A0K9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TLCD1SNVMissense_Mutationrs780204233c.460N>Tp.Arg154Cysp.R154CQ96CP7protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A11E-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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