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: TAPBP

Gene summary for TAPBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAPBP

Gene ID

6892

Gene nameTAP binding protein
Gene AliasNGS17
Cytomap6p21.32
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

A0A024RCT1


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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
6892TAPBPCA_HPV_1HumanCervixCC1.18e-071.49e-010.0264
6892TAPBPCA_HPV_3HumanCervixCC1.33e-023.98e-030.0414
6892TAPBPN_HPV_2HumanCervixN_HPV3.60e-038.95e-02-0.0131
6892TAPBPCCI_2HumanCervixCC2.35e-038.12e-010.5249
6892TAPBPCCII_1HumanCervixCC3.69e-09-5.36e-010.3249
6892TAPBPTumorHumanCervixCC2.77e-093.66e-010.1241
6892TAPBPsample3HumanCervixCC1.54e-073.34e-010.1387
6892TAPBPL1HumanCervixCC5.89e-05-3.09e-010.0802
6892TAPBPT1HumanCervixCC1.65e-033.61e-010.0918
6892TAPBPT3HumanCervixCC6.75e-063.20e-010.1389
6892TAPBPHTA11_3410_2000001011HumanColorectumAD1.15e-104.46e-010.0155
6892TAPBPHTA11_2487_2000001011HumanColorectumSER6.79e-191.01e+00-0.1808
6892TAPBPHTA11_1938_2000001011HumanColorectumAD3.16e-168.87e-01-0.0811
6892TAPBPHTA11_78_2000001011HumanColorectumAD9.56e-043.96e-01-0.1088
6892TAPBPHTA11_347_2000001011HumanColorectumAD7.26e-309.05e-01-0.1954
6892TAPBPHTA11_411_2000001011HumanColorectumSER1.15e-061.18e+00-0.2602
6892TAPBPHTA11_2112_2000001011HumanColorectumSER1.58e-091.17e+00-0.2196
6892TAPBPHTA11_3361_2000001011HumanColorectumAD5.59e-107.16e-01-0.1207
6892TAPBPHTA11_83_2000001011HumanColorectumSER9.42e-076.44e-01-0.1526
6892TAPBPHTA11_696_2000001011HumanColorectumAD2.55e-349.96e-01-0.1464
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:004800210CervixCCantigen processing and presentation of peptide antigen24/231162/187231.21e-076.07e-0624
GO:00023968CervixCCMHC protein complex assembly12/231119/187232.65e-071.12e-0512
GO:001988210CervixCCantigen processing and presentation32/2311106/187238.61e-073.08e-0532
GO:000248310CervixCCantigen processing and presentation of endogenous peptide antigen11/231119/187232.89e-068.23e-0511
GO:001988310CervixCCantigen processing and presentation of endogenous antigen13/231126/187233.25e-068.80e-0513
GO:001988510CervixCCantigen processing and presentation of endogenous peptide antigen via MHC class I9/231117/187236.27e-058.94e-049
GO:00481938CervixCCGolgi vesicle transport58/2311296/187232.24e-042.54e-0358
GO:000247410CervixCCantigen processing and presentation of peptide antigen via MHC class I11/231128/187232.84e-043.07e-0311
GO:00068907CervixCCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum15/231152/187231.15e-039.39e-0315
GO:00158337CervixCCpeptide transport46/2311264/187239.69e-034.78e-0246
GO:001988223CervixN_HPVantigen processing and presentation17/534106/187237.93e-091.60e-0617
GO:000239622CervixN_HPVMHC protein complex assembly8/53419/187232.38e-083.18e-068
GO:004800223CervixN_HPVantigen processing and presentation of peptide antigen12/53462/187231.51e-071.30e-0512
GO:001988314CervixN_HPVantigen processing and presentation of endogenous antigen7/53426/187236.06e-062.17e-047
GO:000248315CervixN_HPVantigen processing and presentation of endogenous peptide antigen6/53419/187231.03e-053.53e-046
GO:001988514CervixN_HPVantigen processing and presentation of endogenous peptide antigen via MHC class I4/53417/187231.16e-031.31e-024
GO:000247413CervixN_HPVantigen processing and presentation of peptide antigen via MHC class I4/53428/187237.78e-034.97e-024
GO:0048193ColorectumADGolgi vesicle transport109/3918296/187231.80e-101.68e-08109
GO:0006890ColorectumADretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum27/391852/187237.67e-072.70e-0527
GO:0015833ColorectumADpeptide transport77/3918264/187238.90e-048.60e-0377
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0461220CervixCCAntigen processing and presentation34/126778/84651.06e-092.14e-081.26e-0834
hsa0516318CervixCCHuman cytomegalovirus infection65/1267225/84654.59e-086.47e-073.83e-0765
hsa0516920CervixCCEpstein-Barr virus infection57/1267202/84657.30e-077.39e-064.37e-0657
hsa0517016CervixCCHuman immunodeficiency virus 1 infection55/1267212/84651.80e-051.42e-048.40e-0555
hsa04612110CervixCCAntigen processing and presentation34/126778/84651.06e-092.14e-081.26e-0834
hsa0516319CervixCCHuman cytomegalovirus infection65/1267225/84654.59e-086.47e-073.83e-0765
hsa05169110CervixCCEpstein-Barr virus infection57/1267202/84657.30e-077.39e-064.37e-0657
hsa0517017CervixCCHuman immunodeficiency virus 1 infection55/1267212/84651.80e-051.42e-048.40e-0555
hsa0516942CervixN_HPVEpstein-Barr virus infection19/349202/84656.54e-044.94e-033.86e-0319
hsa0516952CervixN_HPVEpstein-Barr virus infection19/349202/84656.54e-044.94e-033.86e-0319
hsa05170ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa05163ColorectumADHuman cytomegalovirus infection75/2092225/84652.00e-031.10e-027.01e-0375
hsa051701ColorectumADHuman immunodeficiency virus 1 infection72/2092212/84651.40e-038.46e-035.39e-0372
hsa051631ColorectumADHuman cytomegalovirus infection75/2092225/84652.00e-031.10e-027.01e-0375
hsa051702ColorectumSERHuman immunodeficiency virus 1 infection58/1580212/84651.08e-038.56e-036.21e-0358
hsa04612ColorectumSERAntigen processing and presentation25/158078/84653.11e-032.11e-021.53e-0225
hsa051632ColorectumSERHuman cytomegalovirus infection57/1580225/84657.40e-033.84e-022.79e-0257
hsa051703ColorectumSERHuman immunodeficiency virus 1 infection58/1580212/84651.08e-038.56e-036.21e-0358
hsa046121ColorectumSERAntigen processing and presentation25/158078/84653.11e-032.11e-021.53e-0225
hsa051633ColorectumSERHuman cytomegalovirus infection57/1580225/84657.40e-033.84e-022.79e-0257
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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
TAPBPSNVMissense_Mutationnovelc.613N>Cp.Glu205Glnp.E205Qprotein_codingdeleterious(0)probably_damaging(1)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAPBPSNVMissense_Mutationc.444N>Tp.Glu148Aspp.E148Dprotein_codingtolerated(0.1)benign(0.003)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TAPBPSNVMissense_Mutationc.1021N>Gp.Gln341Glup.Q341Eprotein_codingtolerated(0.5)benign(0.066)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAPBPSNVMissense_Mutationc.288N>Gp.Phe96Leup.F96Lprotein_codingdeleterious(0.01)benign(0.423)TCGA-LP-A4AU-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
TAPBPSNVMissense_Mutationnovelc.583C>Gp.Leu195Valp.L195Vprotein_codingtolerated(0.14)benign(0.06)TCGA-VS-A9UH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TAPBPSNVMissense_Mutationnovelc.1030G>Ap.Glu344Lysp.E344Kprotein_codingtolerated(0.83)benign(0.003)TCGA-ZJ-AAXF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TAPBPSNVMissense_Mutationnovelc.960N>Ap.Phe320Leup.F320Lprotein_codingdeleterious(0.01)possibly_damaging(0.809)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TAPBPSNVMissense_Mutationrs749133011c.1240N>Ap.Val414Ilep.V414Iprotein_codingtolerated(0.83)benign(0.038)TCGA-QG-A5YV-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaCR
TAPBPSNVMissense_Mutationnovelc.1079N>Cp.Val360Alap.V360Aprotein_codingdeleterious(0.02)possibly_damaging(0.888)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
TAPBPSNVMissense_Mutationrs750940622c.1148N>Ap.Arg383Glnp.R383Qprotein_codingtolerated(0.23)possibly_damaging(0.849)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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
6892TAPBPTRANSPORTERaspirinASPIRIN23736108
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