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: TJAP1

Gene summary for TJAP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TJAP1

Gene ID

93643

Gene nametight junction associated protein 1
Gene AliasPILT
Cytomap6p21.1
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q5JTD0


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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
93643TJAP1LZE2THumanEsophagusESCC2.19e-057.66e-010.082
93643TJAP1LZE4THumanEsophagusESCC6.79e-051.72e-010.0811
93643TJAP1LZE7THumanEsophagusESCC1.40e-042.33e-010.0667
93643TJAP1LZE8THumanEsophagusESCC6.68e-061.82e-010.067
93643TJAP1LZE22THumanEsophagusESCC2.93e-052.57e-010.068
93643TJAP1LZE24THumanEsophagusESCC5.69e-172.73e-010.0596
93643TJAP1P1T-EHumanEsophagusESCC1.35e-063.31e-010.0875
93643TJAP1P2T-EHumanEsophagusESCC4.13e-203.05e-010.1177
93643TJAP1P4T-EHumanEsophagusESCC6.73e-092.16e-010.1323
93643TJAP1P5T-EHumanEsophagusESCC8.44e-121.95e-010.1327
93643TJAP1P8T-EHumanEsophagusESCC7.28e-161.83e-010.0889
93643TJAP1P9T-EHumanEsophagusESCC1.00e-051.12e-010.1131
93643TJAP1P10T-EHumanEsophagusESCC4.82e-182.40e-010.116
93643TJAP1P11T-EHumanEsophagusESCC5.56e-073.77e-010.1426
93643TJAP1P12T-EHumanEsophagusESCC1.68e-213.53e-010.1122
93643TJAP1P15T-EHumanEsophagusESCC4.53e-172.23e-010.1149
93643TJAP1P16T-EHumanEsophagusESCC2.16e-132.36e-010.1153
93643TJAP1P17T-EHumanEsophagusESCC1.51e-072.64e-010.1278
93643TJAP1P19T-EHumanEsophagusESCC7.08e-032.63e-010.1662
93643TJAP1P20T-EHumanEsophagusESCC5.12e-061.08e-010.1124
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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
∗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:00070308EsophagusESCCGolgi organization101/8552157/187231.78e-062.10e-05101
GO:00070302LiverHCCGolgi organization99/7958157/187231.54e-072.85e-0699
GO:00070307Oral cavityOSCCGolgi organization92/7305157/187234.96e-077.27e-0692
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04530211EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa04530310EsophagusESCCTight junction105/4205169/84656.73e-042.23e-031.14e-03105
hsa0453042LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa0453052LiverHCCTight junction110/4020169/84652.45e-062.28e-051.27e-05110
hsa0453030Oral cavityOSCCTight junction102/3704169/84658.68e-063.93e-052.00e-05102
hsa04530114Oral cavityOSCCTight junction102/3704169/84658.68e-063.93e-052.00e-05102
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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
TJAP1SNVMissense_Mutationc.715N>Tp.Pro239Serp.P239SQ5JTD0protein_codingdeleterious(0.01)possibly_damaging(0.87)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TJAP1SNVMissense_Mutationnovelc.1132A>Cp.Thr378Prop.T378PQ5JTD0protein_codingdeleterious(0)benign(0.122)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TJAP1SNVMissense_Mutationc.1424N>Ap.Pro475Hisp.P475HQ5JTD0protein_codingtolerated(0.1)benign(0.391)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
TJAP1SNVMissense_Mutationrs771385108c.65G>Ap.Arg22Hisp.R22HQ5JTD0protein_codingdeleterious(0.03)benign(0.232)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TJAP1SNVMissense_Mutationnovelc.1069G>Ap.Ala357Thrp.A357TQ5JTD0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TJAP1SNVMissense_Mutationnovelc.1268N>Ap.Pro423Glnp.P423QQ5JTD0protein_codingdeleterious(0.03)probably_damaging(0.984)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TJAP1SNVMissense_Mutationc.761N>Ap.Arg254Hisp.R254HQ5JTD0protein_codingtolerated(0.21)benign(0.001)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TJAP1SNVMissense_Mutationc.817N>Ap.Asp273Asnp.D273NQ5JTD0protein_codingtolerated(0.19)benign(0.011)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TJAP1SNVMissense_Mutationc.287N>Ap.Arg96Hisp.R96HQ5JTD0protein_codingdeleterious(0.03)benign(0.286)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
TJAP1SNVMissense_Mutationc.19G>Cp.Ala7Prop.A7PQ5JTD0protein_codingdeleterious(0)benign(0.401)TCGA-AF-2693-01Colorectumrectum 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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