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:00331576LiverNAFLDregulation of intracellular protein transport37/1882229/187232.55e-032.36e-0237
GO:00322737LiverNAFLDpositive regulation of protein polymerization25/1882138/187232.61e-032.41e-0225
GO:00325356LiverNAFLDregulation of cellular component size55/1882383/187234.31e-033.55e-0255
GO:00300417LiverNAFLDactin filament polymerization31/1882191/187235.06e-033.96e-0231
GO:00323866LiverNAFLDregulation of intracellular transport49/1882337/187235.34e-034.11e-0249
GO:00323886LiverNAFLDpositive regulation of intracellular transport32/1882202/187236.42e-034.69e-0232
GO:00308337LiverNAFLDregulation of actin filament polymerization28/1882172/187237.15e-034.96e-0228
GO:00719005LiverNAFLDregulation of protein serine/threonine kinase activity51/1882359/187237.17e-034.96e-0251
GO:003238611LiverCirrhoticregulation of intracellular transport147/4634337/187231.84e-141.72e-12147
GO:003315711LiverCirrhoticregulation of intracellular protein transport108/4634229/187231.23e-131.04e-11108
GO:190495112LiverCirrhoticpositive regulation of establishment of protein localization135/4634319/187233.20e-122.28e-10135
GO:004325412LiverCirrhoticregulation of protein-containing complex assembly169/4634428/187237.40e-124.99e-10169
GO:000701512LiverCirrhoticactin filament organization171/4634442/187233.93e-112.30e-09171
GO:005122212LiverCirrhoticpositive regulation of protein transport126/4634303/187236.85e-113.77e-09126
GO:003238811LiverCirrhoticpositive regulation of intracellular transport92/4634202/187238.60e-114.66e-0992
GO:009031611LiverCirrhoticpositive regulation of intracellular protein transport77/4634160/187231.17e-106.21e-0977
GO:190290312LiverCirrhoticregulation of supramolecular fiber organization148/4634383/187238.85e-104.08e-08148
GO:003297012LiverCirrhoticregulation of actin filament-based process152/4634397/187231.12e-095.00e-08152
GO:003295612LiverCirrhoticregulation of actin cytoskeleton organization136/4634358/187231.47e-085.49e-07136
GO:005125812LiverCirrhoticprotein polymerization116/4634297/187232.87e-089.78e-07116
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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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