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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: TSEN54

Gene summary for TSEN54

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TSEN54

Gene ID

283989

Gene nametRNA splicing endonuclease subunit 54
Gene AliasPCH2A
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0000379

UniProtAcc

Q7Z6J9


Top

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
283989TSEN54LZE4THumanEsophagusESCC5.46e-071.52e-010.0811
283989TSEN54LZE7THumanEsophagusESCC7.37e-123.49e-010.0667
283989TSEN54LZE8THumanEsophagusESCC3.59e-027.09e-020.067
283989TSEN54LZE20THumanEsophagusESCC2.41e-021.14e-010.0662
283989TSEN54LZE22THumanEsophagusESCC1.13e-033.39e-010.068
283989TSEN54LZE24THumanEsophagusESCC8.14e-287.10e-010.0596
283989TSEN54LZE21THumanEsophagusESCC1.34e-042.72e-010.0655
283989TSEN54P2T-EHumanEsophagusESCC4.81e-143.08e-010.1177
283989TSEN54P4T-EHumanEsophagusESCC3.80e-122.72e-010.1323
283989TSEN54P5T-EHumanEsophagusESCC2.22e-071.75e-010.1327
283989TSEN54P8T-EHumanEsophagusESCC1.12e-581.08e+000.0889
283989TSEN54P9T-EHumanEsophagusESCC4.24e-103.06e-010.1131
283989TSEN54P10T-EHumanEsophagusESCC8.83e-488.10e-010.116
283989TSEN54P11T-EHumanEsophagusESCC2.79e-105.69e-010.1426
283989TSEN54P12T-EHumanEsophagusESCC2.46e-265.12e-010.1122
283989TSEN54P15T-EHumanEsophagusESCC6.19e-275.79e-010.1149
283989TSEN54P16T-EHumanEsophagusESCC5.33e-183.49e-010.1153
283989TSEN54P17T-EHumanEsophagusESCC2.18e-072.49e-010.1278
283989TSEN54P20T-EHumanEsophagusESCC2.58e-651.41e+000.1124
283989TSEN54P21T-EHumanEsophagusESCC1.70e-244.80e-010.1617
Page: 1 2 3 4 5 

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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:00080333EsophagusESCCtRNA processing92/8552127/187237.83e-101.93e-0892
GO:00063992EsophagusESCCtRNA metabolic process122/8552179/187239.03e-102.19e-08122
GO:000838012LiverCirrhoticRNA splicing229/4634434/187239.13e-372.86e-33229
GO:00344701LiverCirrhoticncRNA processing158/4634395/187231.09e-116.96e-10158
GO:00346603LiverCirrhoticncRNA metabolic process173/4634485/187233.64e-081.21e-06173
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:00346601LiverHCCncRNA metabolic process332/7958485/187231.48e-317.80e-29332
GO:0008033LiverHCCtRNA processing87/7958127/187232.66e-097.23e-0887
GO:0006399LiverHCCtRNA metabolic process108/7958179/187231.07e-061.59e-05108
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:00344709Oral cavityOSCCncRNA processing263/7305395/187234.38e-292.78e-26263
GO:00346605Oral cavityOSCCncRNA metabolic process296/7305485/187232.94e-236.65e-21296
GO:00080332Oral cavityOSCCtRNA processing78/7305127/187232.56e-074.00e-0678
GO:00063991Oral cavityOSCCtRNA metabolic process101/7305179/187231.65e-062.15e-05101
GO:0000394Oral cavityOSCCRNA splicing, via endonucleolytic cleavage and ligation9/730511/187234.85e-031.92e-029
GO:0006388Oral cavityOSCCtRNA splicing, via endonucleolytic cleavage and ligation8/730510/187231.03e-023.53e-028
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
TSEN54SNVMissense_Mutationc.603N>Cp.Lys201Asnp.K201NQ7Z6J9protein_codingdeleterious(0)benign(0.212)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
TSEN54SNVMissense_Mutationc.781N>Ap.Leu261Metp.L261MQ7Z6J9protein_codingtolerated(0.11)possibly_damaging(0.751)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TSEN54SNVMissense_Mutationnovelc.1300N>Cp.Asp434Hisp.D434HQ7Z6J9protein_codingdeleterious(0.01)possibly_damaging(0.868)TCGA-Q1-A5R2-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
TSEN54SNVMissense_Mutationc.587N>Cp.Gly196Alap.G196AQ7Z6J9protein_codingtolerated(0.33)benign(0.039)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TSEN54SNVMissense_Mutationnovelc.335N>Cp.Leu112Prop.L112PQ7Z6J9protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TSEN54SNVMissense_Mutationrs200904080c.707N>Gp.Gln236Argp.Q236RQ7Z6J9protein_codingtolerated(0.23)benign(0.343)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TSEN54SNVMissense_Mutationrs746239982c.287N>Ap.Gly96Aspp.G96DQ7Z6J9protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TSEN54SNVMissense_Mutationc.1127N>Tp.Ser376Phep.S376FQ7Z6J9protein_codingdeleterious(0)possibly_damaging(0.564)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TSEN54SNVMissense_Mutationnovelc.473T>Ap.Phe158Tyrp.F158YQ7Z6J9protein_codingtolerated(0.16)benign(0.024)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
TSEN54SNVMissense_Mutationnovelc.524N>Ap.Ser175Tyrp.S175YQ7Z6J9protein_codingdeleterious(0)benign(0.417)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 

Top

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
Page: 1