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: TAPT1

Gene summary for TAPT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAPT1

Gene ID

202018

Gene nametransmembrane anterior posterior transformation 1
Gene AliasCMVFR
Cytomap4p15.32
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q6NXT6


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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
202018TAPT1TD9HumanLungIAC2.87e-028.84e-010.088
202018TAPT1RNA-P10T2-P10T2-1HumanLungAAH1.03e-026.62e-01-0.1271
202018TAPT1RNA-P25T1-P25T1-1HumanLungAIS4.11e-105.16e-01-0.2116
202018TAPT1RNA-P25T1-P25T1-2HumanLungAIS3.91e-087.92e-01-0.1941
202018TAPT1RNA-P25T1-P25T1-3HumanLungAIS2.49e-076.84e-01-0.2107
202018TAPT1RNA-P25T1-P25T1-4HumanLungAIS5.34e-116.56e-01-0.2119
202018TAPT1RNA-P6T1-P6T1-4HumanLungMIAC3.02e-023.95e-01-0.0263
202018TAPT1RNA-P6T2-P6T2-1HumanLungIAC3.85e-114.23e-01-0.0166
202018TAPT1RNA-P6T2-P6T2-2HumanLungIAC3.80e-205.71e-01-0.0132
202018TAPT1RNA-P6T2-P6T2-3HumanLungIAC1.71e-205.60e-01-0.013
202018TAPT1RNA-P6T2-P6T2-4HumanLungIAC2.85e-155.28e-01-0.0121
202018TAPT1RNA-P7T1-P7T1-1HumanLungAIS1.66e-056.95e-01-0.0961
202018TAPT1RNA-P7T1-P7T1-2HumanLungAIS5.11e-056.64e-01-0.0876
202018TAPT1RNA-P7T1-P7T1-3HumanLungAIS1.66e-047.35e-01-0.0822
202018TAPT1RNA-P7T1-P7T1-4HumanLungAIS2.49e-077.50e-01-0.0809
202018TAPT1HTA12-15-2HumanPancreasPDAC2.82e-043.85e-010.2315
202018TAPT1HTA12-26-1HumanPancreasPDAC1.35e-033.19e-010.3728
202018TAPT1HTA12-29-1HumanPancreasPDAC1.32e-256.14e-010.3722
202018TAPT1HTA12-32-1HumanPancreasPDAC1.22e-028.17e-010.3624
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:01200327LungIACregulation of plasma membrane bounded cell projection assembly39/2061186/187235.41e-051.21e-0339
GO:00604916LungIACregulation of cell projection assembly39/2061188/187236.92e-051.47e-0339
GO:00313466LungIACpositive regulation of cell projection organization63/2061353/187237.37e-051.55e-0363
GO:00512357LungIACmaintenance of location58/2061327/187231.66e-042.96e-0358
GO:19021152LungIACregulation of organelle assembly37/2061186/187232.55e-044.26e-0337
GO:00488633LungIACstem cell differentiation38/2061206/187239.79e-041.18e-0238
GO:00516518LungIACmaintenance of location in cell39/2061214/187231.07e-031.26e-0239
GO:0060271LungIACcilium assembly55/2061337/187231.84e-031.88e-0255
GO:0044782LungIACcilium organization58/2061368/187233.15e-032.75e-0258
GO:00325075LungIACmaintenance of protein location in cell15/206165/187234.02e-033.30e-0215
GO:00604852LungIACmesenchyme development47/2061291/187234.61e-033.64e-0247
GO:00451858LungIACmaintenance of protein location19/206194/187236.26e-034.48e-0219
GO:00487623LungIACmesenchymal cell differentiation39/2061236/187236.33e-034.51e-0239
GO:012003213LungAISregulation of plasma membrane bounded cell projection assembly37/1849186/187232.67e-058.60e-0437
GO:006049113LungAISregulation of cell projection assembly37/1849188/187233.41e-051.05e-0337
GO:004886312LungAISstem cell differentiation39/1849206/187235.25e-051.51e-0339
GO:005123512LungAISmaintenance of location55/1849327/187235.93e-051.65e-0355
GO:005165113LungAISmaintenance of location in cell39/1849214/187231.23e-042.81e-0339
GO:003134612LungAISpositive regulation of cell projection organization57/1849353/187231.38e-043.05e-0357
GO:190211511LungAISregulation of organelle assembly34/1849186/187233.06e-045.62e-0334
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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
TAPT1SNVMissense_Mutationc.1045N>Cp.Glu349Glnp.E349QQ6NXT6protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TAPT1SNVMissense_Mutationc.1054N>Ap.Val352Metp.V352MQ6NXT6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A1AI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
TAPT1SNVMissense_Mutationc.1574N>Gp.Gln525Argp.Q525RQ6NXT6protein_codingtolerated(0.19)benign(0.057)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TAPT1SNVMissense_Mutationc.1545A>Gp.Ile515Metp.I515MQ6NXT6protein_codingtolerated(0.2)benign(0.062)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TAPT1SNVMissense_Mutationnovelc.1175N>Tp.Thr392Ilep.T392IQ6NXT6protein_codingdeleterious(0.04)probably_damaging(0.998)TCGA-C5-A8XI-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
TAPT1SNVMissense_Mutationnovelc.1307N>Gp.Tyr436Cysp.Y436CQ6NXT6protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-VS-A9V0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
TAPT1SNVMissense_Mutationnovelc.635C>Ap.Ser212Tyrp.S212YQ6NXT6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
TAPT1SNVMissense_Mutationc.754N>Tp.His252Tyrp.H252YQ6NXT6protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TAPT1SNVMissense_Mutationnovelc.706N>Cp.Ile236Leup.I236LQ6NXT6protein_codingtolerated(0.57)benign(0.022)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TAPT1SNVMissense_Mutationrs756174108c.269N>Gp.Lys90Argp.K90RQ6NXT6protein_codingtolerated(1)probably_damaging(0.971)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=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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