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: TARBP1

Gene summary for TARBP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TARBP1

Gene ID

6894

Gene nameTAR (HIV-1) RNA binding protein 1
Gene AliasTRM3
Cytomap1q42.2
Gene Typeprotein-coding
GO ID

GO:0001510

UniProtAcc

Q13395


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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
6894TARBP1CCI_2HumanCervixCC2.16e-024.93e-010.5249
6894TARBP1CCI_3HumanCervixCC1.36e-117.62e-010.516
6894TARBP1sample3HumanCervixCC2.04e-028.57e-020.1387
6894TARBP1HTA11_3410_2000001011HumanColorectumAD6.11e-09-4.12e-010.0155
6894TARBP1HTA11_2487_2000001011HumanColorectumSER1.06e-07-5.48e-01-0.1808
6894TARBP1HTA11_696_2000001011HumanColorectumAD5.96e-06-4.31e-01-0.1464
6894TARBP1HTA11_866_2000001011HumanColorectumAD5.58e-06-3.74e-01-0.1001
6894TARBP1HTA11_5212_2000001011HumanColorectumAD3.81e-03-6.55e-01-0.2061
6894TARBP1HTA11_866_3004761011HumanColorectumAD1.39e-02-3.99e-010.096
6894TARBP1HTA11_99999974143_84620HumanColorectumMSS8.90e-03-2.95e-010.3005
6894TARBP1F007HumanColorectumFAP1.27e-03-4.00e-010.1176
6894TARBP1A001-C-207HumanColorectumFAP7.13e-04-3.70e-010.1278
6894TARBP1A015-C-203HumanColorectumFAP4.90e-28-4.62e-01-0.1294
6894TARBP1A015-C-204HumanColorectumFAP1.41e-05-3.64e-01-0.0228
6894TARBP1A002-C-201HumanColorectumFAP1.27e-11-4.17e-010.0324
6894TARBP1A001-C-119HumanColorectumFAP5.12e-04-3.92e-01-0.1557
6894TARBP1A001-C-108HumanColorectumFAP2.10e-14-2.74e-01-0.0272
6894TARBP1A002-C-205HumanColorectumFAP2.00e-18-3.93e-01-0.1236
6894TARBP1A001-C-104HumanColorectumFAP2.84e-04-1.87e-010.0184
6894TARBP1A015-C-006HumanColorectumFAP2.90e-09-1.70e-01-0.0994
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
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:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00080333EsophagusESCCtRNA processing92/8552127/187237.83e-101.93e-0892
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:00094512EsophagusESCCRNA modification114/8552167/187232.76e-096.04e-08114
GO:00015101EsophagusESCCRNA methylation58/855283/187236.87e-066.94e-0558
GO:00064002EsophagusESCCtRNA modification62/855290/187237.02e-067.04e-0562
GO:00304881EsophagusESCCtRNA methylation30/855241/187233.27e-041.93e-0330
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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
TARBP1SNVMissense_Mutationnovelc.967N>Cp.Asp323Hisp.D323HQ13395protein_codingdeleterious(0.01)possibly_damaging(0.598)TCGA-A7-A4SD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
TARBP1SNVMissense_Mutationnovelc.1716G>Tp.Trp572Cysp.W572CQ13395protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A7-A56D-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TARBP1SNVMissense_Mutationc.3445N>Ap.Asp1149Asnp.D1149NQ13395protein_codingdeleterious(0.01)possibly_damaging(0.82)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TARBP1SNVMissense_Mutationrs778242645c.1310G>Cp.Gly437Alap.G437AQ13395protein_codingdeleterious(0)possibly_damaging(0.656)TCGA-A8-A0A2-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TARBP1SNVMissense_Mutationrs754357411c.4406N>Tp.Ser1469Leup.S1469LQ13395protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
TARBP1SNVMissense_Mutationrs778242645c.1310N>Cp.Gly437Alap.G437AQ13395protein_codingdeleterious(0)possibly_damaging(0.656)TCGA-AR-A1AY-01Breastbreast invasive carcinomaFemale>=65I/IIUnspecificDoxorubicinSD
TARBP1SNVMissense_Mutationc.2942N>Cp.Ser981Thrp.S981TQ13395protein_codingtolerated(0.06)possibly_damaging(0.836)TCGA-B6-A0RG-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TARBP1SNVMissense_Mutationc.3473G>Ap.Arg1158Hisp.R1158HQ13395protein_codingtolerated(0.07)benign(0.209)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TARBP1SNVMissense_Mutationnovelc.4018C>Gp.Gln1340Glup.Q1340EQ13395protein_codingdeleterious(0)probably_damaging(0.926)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
TARBP1SNVMissense_Mutationrs778242645c.1310G>Cp.Gly437Alap.G437AQ13395protein_codingdeleterious(0)possibly_damaging(0.656)TCGA-E9-A1RE-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
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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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