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: TARBP2

Gene summary for TARBP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TARBP2

Gene ID

6895

Gene nameTARBP2 subunit of RISC loading complex
Gene AliasLOQS
Cytomap12q13.13
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q15633


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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
6895TARBP2LZE4THumanEsophagusESCC2.54e-038.10e-020.0811
6895TARBP2LZE7THumanEsophagusESCC5.42e-043.80e-010.0667
6895TARBP2LZE8THumanEsophagusESCC5.95e-081.28e-010.067
6895TARBP2LZE24THumanEsophagusESCC1.33e-143.29e-010.0596
6895TARBP2LZE6THumanEsophagusESCC4.48e-031.54e-010.0845
6895TARBP2P1T-EHumanEsophagusESCC6.73e-083.32e-010.0875
6895TARBP2P2T-EHumanEsophagusESCC1.12e-285.63e-010.1177
6895TARBP2P4T-EHumanEsophagusESCC1.94e-123.48e-010.1323
6895TARBP2P5T-EHumanEsophagusESCC2.34e-131.78e-010.1327
6895TARBP2P8T-EHumanEsophagusESCC2.99e-143.11e-010.0889
6895TARBP2P9T-EHumanEsophagusESCC5.36e-101.45e-010.1131
6895TARBP2P10T-EHumanEsophagusESCC7.42e-254.71e-010.116
6895TARBP2P11T-EHumanEsophagusESCC1.45e-093.52e-010.1426
6895TARBP2P12T-EHumanEsophagusESCC2.92e-153.55e-010.1122
6895TARBP2P15T-EHumanEsophagusESCC1.76e-204.31e-010.1149
6895TARBP2P16T-EHumanEsophagusESCC3.67e-263.62e-010.1153
6895TARBP2P17T-EHumanEsophagusESCC1.50e-154.32e-010.1278
6895TARBP2P19T-EHumanEsophagusESCC1.61e-115.48e-010.1662
6895TARBP2P20T-EHumanEsophagusESCC2.93e-223.98e-010.1124
6895TARBP2P21T-EHumanEsophagusESCC2.15e-183.46e-010.1617
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:004506922LiverHCCregulation of viral genome replication59/795885/187234.66e-077.61e-0659
GO:004507021LiverHCCpositive regulation of viral genome replication26/795830/187237.18e-071.12e-0526
GO:00516071LiverHCCdefense response to virus151/7958265/187231.27e-061.85e-05151
GO:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:003105021LiverHCCdsRNA processing38/795854/187233.15e-053.21e-0438
GO:007091821LiverHCCproduction of small RNA involved in gene silencing by RNA38/795854/187233.15e-053.21e-0438
GO:00028321LiverHCCnegative regulation of response to biotic stimulus66/7958108/187237.24e-056.50e-0466
GO:00028312LiverHCCregulation of response to biotic stimulus173/7958327/187238.55e-057.48e-04173
GO:003519621LiverHCCproduction of miRNAs involved in gene silencing by miRNA36/795852/187238.79e-057.66e-0436
GO:00310541LiverHCCpre-miRNA processing13/795814/187231.25e-041.03e-0313
GO:006096621LiverHCCregulation of gene silencing by RNA35/795853/187234.59e-043.04e-0335
GO:0050687LiverHCCnegative regulation of defense response to virus18/795824/187231.27e-036.92e-0318
GO:0046782LiverHCCregulation of viral transcription15/795819/187231.36e-037.28e-0315
GO:0050688LiverHCCregulation of defense response to virus41/795869/187233.38e-031.54e-0241
GO:0050777LiverHCCnegative regulation of immune response101/7958194/187234.40e-031.90e-02101
GO:0016246LiverHCCRNA interference10/795813/187231.28e-024.61e-0210
GO:002261320Oral cavityOSCCribonucleoprotein complex biogenesis333/7305463/187238.28e-485.24e-44333
GO:001603220Oral cavityOSCCviral process274/7305415/187232.42e-291.70e-26274
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
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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
TARBP2SNVMissense_Mutationc.791C>Ap.Thr264Asnp.T264NQ15633protein_codingdeleterious(0.01)probably_damaging(0.987)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TARBP2SNVMissense_Mutationc.160N>Ap.Glu54Lysp.E54KQ15633protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TARBP2insertionFrame_Shift_Insnovelc.925_926insGCCTTGACTGTAGGCCCGCp.Val309GlyfsTer13p.V309Gfs*13Q15633protein_codingTCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TARBP2insertionIn_Frame_Insnovelc.927_928insTGTAGCTCTGTTACTGGGGTGAGGp.Val309_Ser310insCysSerSerValThrGlyValArgp.V309_S310insCSSVTGVRQ15633protein_codingTCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TARBP2SNVMissense_Mutationc.565N>Tp.Arg189Cysp.R189CQ15633protein_codingdeleterious(0)probably_damaging(0.995)TCGA-C5-A8XH-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TARBP2SNVMissense_Mutationc.590N>Ap.Arg197Glnp.R197QQ15633protein_codingdeleterious(0.02)benign(0.027)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
TARBP2SNVMissense_Mutationc.653N>Tp.Ala218Valp.A218VQ15633protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TARBP2SNVMissense_Mutationc.673N>Ap.Val225Metp.V225MQ15633protein_codingdeleterious(0.03)possibly_damaging(0.467)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TARBP2SNVMissense_Mutationc.521N>Ap.Arg174Glnp.R174QQ15633protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
TARBP2SNVMissense_Mutationc.556C>Ap.Pro186Thrp.P186TQ15633protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AZ-6605-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfolfoxSD
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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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