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: TNS1

Gene summary for TNS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TNS1

Gene ID

7145

Gene nametensin 1
Gene AliasMST091
Cytomap2q35
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

B7Z6H8


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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
7145TNS1NAFLD1HumanLiverNAFLD2.41e-088.91e-01-0.04
7145TNS1S43HumanLiverCirrhotic3.07e-172.12e-01-0.0187
7145TNS1HCC1_MengHumanLiverHCC4.43e-13-2.65e-010.0246
7145TNS1HCC2_MengHumanLiverHCC1.76e-06-2.50e-010.0107
7145TNS1cirrhotic3HumanLiverCirrhotic1.86e-027.84e-040.0215
7145TNS1HCC2HumanLiverHCC6.71e-062.72e+000.5341
7145TNS1HCC5HumanLiverHCC1.15e-05-2.14e-010.4932
7145TNS1Pt13.bHumanLiverHCC8.86e-065.27e-020.0251
7145TNS1047563_1562-all-cellsHumanProstateBPH6.34e-071.47e-010.0791
7145TNS1048752_1579-all-cellsHumanProstateBPH1.20e-022.03e-010.1008
7145TNS1052095_1628-all-cellsHumanProstateBPH2.20e-104.58e-010.1032
7145TNS1052097_1595-all-cellsHumanProstateBPH5.92e-094.10e-010.0972
7145TNS1052099_1652-all-cellsHumanProstateBPH3.54e-042.65e-010.1038
7145TNS1Dong_P1HumanProstateTumor1.59e-144.98e-020.035
7145TNS1Dong_P3HumanProstateTumor1.24e-171.19e-010.0278
7145TNS1Dong_P4HumanProstateTumor1.39e-061.27e-010.0292
7145TNS1P7HumanProstateTumor3.80e-035.79e-01-0.1025
7145TNS1GSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor1.38e-158.42e-010.1633
7145TNS1GSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor2.21e-219.19e-010.1608
7145TNS1GSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor1.15e-108.16e-010.1604
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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
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
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
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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
TNS1SNVMissense_Mutationc.2866A>Tp.Met956Leup.M956LQ9HBL0protein_codingtolerated(0.29)benign(0.003)TCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
TNS1SNVMissense_Mutationc.5195G>Tp.Gly1732Valp.G1732VQ9HBL0protein_codingdeleterious(0.02)probably_damaging(0.974)TCGA-A8-A085-01Breastbreast invasive carcinomaMale<65I/IIHormone TherapytamoxiphenSD
TNS1SNVMissense_Mutationc.1648A>Gp.Met550Valp.M550VQ9HBL0protein_codingtolerated(0.3)benign(0)TCGA-A8-A09W-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TNS1SNVMissense_Mutationc.4143N>Ap.Ser1381Argp.S1381RQ9HBL0protein_codingdeleterious(0)probably_damaging(0.996)TCGA-D8-A1Y1-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenPD
TNS1SNVMissense_Mutationc.3221N>Ap.Ser1074Asnp.S1074NQ9HBL0protein_codingtolerated(0.12)possibly_damaging(0.763)TCGA-E2-A14W-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
TNS1SNVMissense_Mutationrs762213864c.3092G>Ap.Arg1031Glnp.R1031QQ9HBL0protein_codingtolerated(0.09)benign(0.233)TCGA-S3-A6ZG-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
TNS1insertionIn_Frame_Insnovelc.4185_4186insAAGp.Gly1395_Asp1396insLysp.G1395_D1396insKQ9HBL0protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TNS1insertionFrame_Shift_Insnovelc.4183_4184insAATCATCATCGAATGGAAATp.Gly1395GlufsTer66p.G1395Efs*66Q9HBL0protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TNS1insertionNonsense_Mutationnovelc.2586_2587insTTTTCCTGTTAGTCTTTGCTGAGGACCAGCCCTGTATp.Glu863PhefsTer4p.E863Ffs*4Q9HBL0protein_codingTCGA-A7-A0D9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
TNS1insertionFrame_Shift_Insnovelc.355_356insTAAGTGGTAGACCTGAGCTGp.Arg119IlefsTer9p.R119Ifs*9Q9HBL0protein_codingTCGA-AN-A04A-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
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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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