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: TEX14

Gene summary for TEX14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TEX14

Gene ID

56155

Gene nametestis expressed 14, intercellular bridge forming factor
Gene AliasCT113
Cytomap17q22
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8IWB6


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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
56155TEX14AEH-subject1HumanEndometriumAEH5.67e-417.79e-01-0.3059
56155TEX14AEH-subject2HumanEndometriumAEH9.01e-175.14e-01-0.2525
56155TEX14AEH-subject3HumanEndometriumAEH8.38e-184.62e-01-0.2576
56155TEX14AEH-subject4HumanEndometriumAEH1.07e-083.75e-01-0.2657
56155TEX14EEC-subject1HumanEndometriumEEC1.30e-143.33e-01-0.2682
56155TEX14EEC-subject2HumanEndometriumEEC8.49e-103.10e-01-0.2607
56155TEX14EEC-subject4HumanEndometriumEEC1.85e-092.48e-01-0.2571
56155TEX14EEC-subject5HumanEndometriumEEC3.71e-041.33e-01-0.249
56155TEX14TD9HumanLungIAC8.30e-171.58e+000.088
56155TEX14RNA-P17T-P17T-2HumanLungIAC2.13e-038.61e-010.3371
56155TEX14RNA-P17T-P17T-4HumanLungIAC2.66e-089.33e-010.343
56155TEX14RNA-P17T-P17T-6HumanLungIAC9.84e-121.21e+000.3385
56155TEX14RNA-P17T-P17T-8HumanLungIAC7.13e-141.16e+000.3329
56155TEX14RNA-P6T2-P6T2-1HumanLungIAC1.26e-042.82e-01-0.0166
56155TEX14RNA-P6T2-P6T2-2HumanLungIAC1.22e-084.15e-01-0.0132
56155TEX14RNA-P6T2-P6T2-3HumanLungIAC1.03e-053.22e-01-0.013
56155TEX14RNA-P6T2-P6T2-4HumanLungIAC1.62e-062.95e-01-0.0121
56155TEX14047563_1562-all-cellsHumanProstateBPH1.43e-042.32e-010.0791
56155TEX14048752_1579-all-cellsHumanProstateBPH2.09e-366.93e-010.1008
56155TEX14052095_1628-all-cellsHumanProstateBPH3.00e-123.63e-010.1032
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
∗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:005109816EndometriumAEHregulation of binding77/2100363/187232.21e-081.31e-0677
GO:00009108EndometriumAEHcytokinesis40/2100173/187236.01e-061.49e-0440
GO:004339310EndometriumAEHregulation of protein binding42/2100196/187232.58e-054.86e-0442
GO:19908235EndometriumAEHresponse to leukemia inhibitory factor23/210095/187232.65e-043.09e-0323
GO:001063910EndometriumAEHnegative regulation of organelle organization61/2100348/187232.65e-043.09e-0361
GO:19908305EndometriumAEHcellular response to leukemia inhibitory factor22/210094/187235.89e-045.82e-0322
GO:00330446EndometriumAEHregulation of chromosome organization36/2100187/187238.27e-047.73e-0336
GO:005110010EndometriumAEHnegative regulation of binding32/2100162/187231.00e-038.94e-0332
GO:00447726EndometriumAEHmitotic cell cycle phase transition67/2100424/187232.37e-031.78e-0267
GO:00513022EndometriumAEHregulation of cell division32/2100177/187234.33e-032.86e-0232
GO:00320917EndometriumAEHnegative regulation of protein binding19/210094/187237.63e-034.31e-0219
GO:005109817EndometriumEECregulation of binding83/2168363/187236.72e-106.61e-0883
GO:004339315EndometriumEECregulation of protein binding46/2168196/187231.94e-065.80e-0546
GO:000091013EndometriumEECcytokinesis40/2168173/187231.29e-052.60e-0440
GO:199082313EndometriumEECresponse to leukemia inhibitory factor25/216895/187235.72e-058.96e-0425
GO:001063915EndometriumEECnegative regulation of organelle organization64/2168348/187231.15e-041.55e-0364
GO:199083012EndometriumEECcellular response to leukemia inhibitory factor24/216894/187231.33e-041.74e-0324
GO:005110016EndometriumEECnegative regulation of binding35/2168162/187231.85e-042.26e-0335
GO:003304413EndometriumEECregulation of chromosome organization37/2168187/187237.51e-047.05e-0337
GO:004477213EndometriumEECmitotic cell cycle phase transition71/2168424/187238.68e-047.97e-0371
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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
TEX14SNVMissense_Mutationc.3887N>Tp.Ser1296Phep.S1296FQ8IWB6protein_codingtolerated(0.12)possibly_damaging(0.771)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TEX14SNVMissense_Mutationrs780914610c.4363N>Cp.Glu1455Glnp.E1455QQ8IWB6protein_codingdeleterious(0.02)benign(0.03)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TEX14SNVMissense_Mutationc.2157N>Cp.Lys719Asnp.K719NQ8IWB6protein_codingtolerated(0.13)benign(0.157)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TEX14SNVMissense_Mutationrs773123909c.908N>Ap.Arg303Glnp.R303QQ8IWB6protein_codingdeleterious(0)probably_damaging(0.97)TCGA-AQ-A04H-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
TEX14SNVMissense_Mutationc.254N>Cp.Arg85Prop.R85PQ8IWB6protein_codingdeleterious(0)probably_damaging(1)TCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TEX14SNVMissense_Mutationc.1415A>Tp.Asn472Ilep.N472IQ8IWB6protein_codingdeleterious(0)possibly_damaging(0.544)TCGA-B6-A0RU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TEX14SNVMissense_Mutationrs765166387c.3530C>Tp.Thr1177Metp.T1177MQ8IWB6protein_codingdeleterious(0.02)benign(0.056)TCGA-BH-A0RX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
TEX14SNVMissense_Mutationc.1429N>Ap.Asp477Asnp.D477NQ8IWB6protein_codingdeleterious(0)probably_damaging(0.993)TCGA-BH-A18K-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TEX14SNVMissense_Mutationrs767891713c.883N>Ap.Glu295Lysp.E295KQ8IWB6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
TEX14insertionNonsense_Mutationnovelc.1770_1771insCCTTGCCTGGCCTAGACTCTGGp.Cys591ProfsTer5p.C591Pfs*5Q8IWB6protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
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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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