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: TENM1

Gene summary for TENM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TENM1

Gene ID

10178

Gene nameteneurin transmembrane protein 1
Gene AliasODZ1
CytomapXq25
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q9UKZ4


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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
10178TENM1NAFLD1HumanLiverNAFLD4.11e-099.67e-01-0.04
10178TENM1S43HumanLiverCirrhotic2.30e-06-1.83e-01-0.0187
10178TENM1HCC1_MengHumanLiverHCC7.26e-19-1.23e-010.0246
10178TENM1HCC2_MengHumanLiverHCC5.01e-07-1.83e-010.0107
10178TENM1cirrhotic1HumanLiverCirrhotic1.05e-05-1.83e-010.0202
10178TENM1cirrhotic2HumanLiverCirrhotic2.30e-06-1.83e-010.0201
10178TENM1cirrhotic3HumanLiverCirrhotic2.51e-02-1.83e-010.0215
10178TENM1HCC1HumanLiverHCC3.93e-022.95e+000.5336
10178TENM1HCC2HumanLiverHCC4.46e-062.93e+000.5341
10178TENM1Pt13.aHumanLiverHCC2.30e-06-1.83e-010.021
10178TENM1Pt14.dHumanLiverHCC2.30e-06-1.83e-010.0143
10178TENM1male-WTAHumanThyroidPTC3.28e-162.89e-010.1037
10178TENM1female-WTAHumanThyroidPTC2.08e-022.87e-010.0726
10178TENM1PTC01HumanThyroidPTC2.00e-439.15e-010.1899
10178TENM1PTC03HumanThyroidPTC1.10e-125.51e-010.1784
10178TENM1PTC04HumanThyroidPTC6.01e-941.81e+000.1927
10178TENM1PTC05HumanThyroidPTC9.48e-351.20e+000.2065
10178TENM1PTC06HumanThyroidPTC1.45e-581.42e+000.2057
10178TENM1PTC07HumanThyroidPTC8.07e-801.39e+000.2044
10178TENM1ATC13HumanThyroidATC2.29e-027.26e-020.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00181055LiverNAFLDpeptidyl-serine phosphorylation63/1882315/187237.45e-086.60e-0663
GO:00182094LiverNAFLDpeptidyl-serine modification64/1882338/187234.65e-072.89e-0564
GO:00070157LiverNAFLDactin filament organization78/1882442/187235.44e-073.21e-0578
GO:19029037LiverNAFLDregulation of supramolecular fiber organization66/1882383/187238.97e-062.96e-0466
GO:00512227LiverNAFLDpositive regulation of protein transport55/1882303/187231.07e-053.35e-0455
GO:00458606LiverNAFLDpositive regulation of protein kinase activity65/1882386/187232.22e-056.13e-0465
GO:00329707LiverNAFLDregulation of actin filament-based process66/1882397/187232.92e-057.72e-0466
GO:19049517LiverNAFLDpositive regulation of establishment of protein localization55/1882319/187234.79e-051.14e-0355
GO:19029057LiverNAFLDpositive regulation of supramolecular fiber organization40/1882209/187234.88e-051.15e-0340
GO:00336747LiverNAFLDpositive regulation of kinase activity74/1882467/187235.16e-051.19e-0374
GO:00329567LiverNAFLDregulation of actin cytoskeleton organization60/1882358/187235.20e-051.20e-0360
GO:01100537LiverNAFLDregulation of actin filament organization49/1882278/187236.88e-051.46e-0349
GO:00313465LiverNAFLDpositive regulation of cell projection organization57/1882353/187232.19e-043.73e-0357
GO:00432547LiverNAFLDregulation of protein-containing complex assembly66/1882428/187232.83e-044.53e-0366
GO:00512587LiverNAFLDprotein polymerization49/1882297/187233.54e-045.36e-0349
GO:00903166LiverNAFLDpositive regulation of intracellular protein transport29/1882160/187231.24e-031.41e-0229
GO:00322717LiverNAFLDregulation of protein polymerization38/1882233/187231.90e-031.93e-0238
GO:00081547LiverNAFLDactin polymerization or depolymerization36/1882218/187231.98e-031.98e-0236
GO:00514957LiverNAFLDpositive regulation of cytoskeleton organization37/1882226/187232.02e-032.00e-0237
GO:0033135LiverNAFLDregulation of peptidyl-serine phosphorylation26/1882144/187232.28e-032.19e-0226
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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
TENM1SNVMissense_Mutationnovelc.2285N>Ap.Arg762Glnp.R762QQ9UKZ4protein_codingtolerated(0.2)benign(0)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
TENM1SNVMissense_Mutationnovelc.3210N>Tp.Trp1070Cysp.W1070CQ9UKZ4protein_codingdeleterious(0.03)benign(0.237)TCGA-A2-A0CS-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
TENM1SNVMissense_Mutationc.3745G>Tp.Ala1249Serp.A1249SQ9UKZ4protein_codingdeleterious(0.05)benign(0.14)TCGA-A2-A0T3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TENM1SNVMissense_Mutationnovelc.5852C>Ap.Thr1951Asnp.T1951NQ9UKZ4protein_codingdeleterious(0.02)benign(0.034)TCGA-A7-A3IY-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
TENM1SNVMissense_Mutationrs758151979c.2608N>Ap.Asp870Asnp.D870NQ9UKZ4protein_codingtolerated(0.22)benign(0.007)TCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
TENM1SNVMissense_Mutationc.1548N>Cp.Met516Ilep.M516IQ9UKZ4protein_codingtolerated(0.17)benign(0.001)TCGA-A8-A08L-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TENM1SNVMissense_Mutationc.6070N>Gp.Gln2024Glup.Q2024EQ9UKZ4protein_codingdeleterious(0.02)benign(0.057)TCGA-A8-A08R-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TENM1SNVMissense_Mutationc.3254A>Cp.Lys1085Thrp.K1085TQ9UKZ4protein_codingdeleterious(0)possibly_damaging(0.787)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TENM1SNVMissense_Mutationc.7543N>Ap.Glu2515Lysp.E2515KQ9UKZ4protein_codingtolerated(0.52)benign(0.038)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TENM1SNVMissense_Mutationnovelc.4348N>Ap.Glu1450Lysp.E1450KQ9UKZ4protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
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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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