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: TAP2

Gene summary for TAP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TAP2

Gene ID

6891

Gene nametransporter 2, ATP binding cassette subfamily B member
Gene AliasABC18
Cytomap6p21.32
Gene Typeprotein-coding
GO ID

GO:0002250

UniProtAcc

Q03519


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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
6891TAP2HTA11_2487_2000001011HumanColorectumSER5.80e-072.32e-01-0.1808
6891TAP2HTA11_1938_2000001011HumanColorectumAD7.73e-092.54e-01-0.0811
6891TAP2HTA11_347_2000001011HumanColorectumAD1.02e-142.78e-01-0.1954
6891TAP2HTA11_411_2000001011HumanColorectumSER5.61e-032.55e-01-0.2602
6891TAP2HTA11_2112_2000001011HumanColorectumSER1.29e-053.96e-01-0.2196
6891TAP2HTA11_3361_2000001011HumanColorectumAD1.09e-062.67e-01-0.1207
6891TAP2HTA11_83_2000001011HumanColorectumSER1.47e-062.84e-01-0.1526
6891TAP2HTA11_696_2000001011HumanColorectumAD3.80e-254.61e-01-0.1464
6891TAP2HTA11_866_2000001011HumanColorectumAD2.05e-061.52e-01-0.1001
6891TAP2HTA11_1391_2000001011HumanColorectumAD3.44e-153.88e-01-0.059
6891TAP2HTA11_5212_2000001011HumanColorectumAD6.52e-063.82e-01-0.2061
6891TAP2HTA11_546_2000001011HumanColorectumAD4.17e-021.52e-01-0.0842
6891TAP2HTA11_866_3004761011HumanColorectumAD1.67e-102.88e-010.096
6891TAP2HTA11_7663_2000001011HumanColorectumSER6.81e-042.58e-010.0131
6891TAP2HTA11_6801_2000001011HumanColorectumSER1.85e-042.69e-010.0171
6891TAP2HTA11_7696_3000711011HumanColorectumAD1.92e-041.44e-010.0674
6891TAP2HTA11_99999970781_79442HumanColorectumMSS2.30e-417.92e-010.294
6891TAP2HTA11_99999965062_69753HumanColorectumMSI-H1.40e-057.22e-010.3487
6891TAP2HTA11_99999965104_69814HumanColorectumMSS1.91e-052.35e-010.281
6891TAP2HTA11_99999971662_82457HumanColorectumMSS4.93e-214.33e-010.3859
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:0015833ColorectumADpeptide transport77/3918264/187238.90e-048.60e-0377
GO:0002483ColorectumADantigen processing and presentation of endogenous peptide antigen10/391819/187232.25e-031.77e-0210
GO:0042886ColorectumADamide transport83/3918301/187233.37e-032.46e-0283
GO:0019883ColorectumADantigen processing and presentation of endogenous antigen12/391826/187233.47e-032.51e-0212
GO:00198831ColorectumSERantigen processing and presentation of endogenous antigen11/289726/187239.60e-041.15e-0211
GO:00024831ColorectumSERantigen processing and presentation of endogenous peptide antigen9/289719/187231.05e-031.23e-029
GO:0048002ColorectumSERantigen processing and presentation of peptide antigen19/289762/187231.96e-031.97e-0219
GO:0019885ColorectumSERantigen processing and presentation of endogenous peptide antigen via MHC class I8/289717/187232.12e-032.06e-028
GO:0019882ColorectumSERantigen processing and presentation28/2897106/187232.52e-032.34e-0228
GO:00158331ColorectumSERpeptide transport58/2897264/187233.08e-032.70e-0258
GO:00158332ColorectumMSSpeptide transport71/3467264/187234.79e-045.60e-0371
GO:00024832ColorectumMSSantigen processing and presentation of endogenous peptide antigen10/346719/187238.39e-048.68e-0310
GO:00198832ColorectumMSSantigen processing and presentation of endogenous antigen12/346726/187231.16e-031.12e-0212
GO:00428861ColorectumMSSamide transport76/3467301/187232.14e-031.80e-0276
GO:00198851ColorectumMSSantigen processing and presentation of endogenous peptide antigen via MHC class I8/346717/187236.76e-034.38e-028
GO:00024833ColorectumMSI-Hantigen processing and presentation of endogenous peptide antigen10/131919/187231.49e-071.32e-0510
GO:00198833ColorectumMSI-Hantigen processing and presentation of endogenous antigen11/131926/187235.86e-074.28e-0511
GO:00198852ColorectumMSI-Hantigen processing and presentation of endogenous peptide antigen via MHC class I8/131917/187238.12e-063.99e-048
GO:00480021ColorectumMSI-Hantigen processing and presentation of peptide antigen13/131962/187233.19e-047.63e-0313
GO:0002474ColorectumMSI-Hantigen processing and presentation of peptide antigen via MHC class I8/131928/187235.16e-041.07e-028
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
hsa051634ColorectumMSSHuman cytomegalovirus infection74/1875225/84651.12e-041.01e-036.19e-0474
hsa051704ColorectumMSSHuman immunodeficiency virus 1 infection69/1875212/84652.66e-041.98e-031.21e-0369
hsa05169ColorectumMSSEpstein-Barr virus infection63/1875202/84651.63e-038.98e-035.50e-0363
hsa046122ColorectumMSSAntigen processing and presentation27/187578/84657.72e-032.91e-021.78e-0227
hsa051635ColorectumMSSHuman cytomegalovirus infection74/1875225/84651.12e-041.01e-036.19e-0474
hsa051705ColorectumMSSHuman immunodeficiency virus 1 infection69/1875212/84652.66e-041.98e-031.21e-0369
hsa051691ColorectumMSSEpstein-Barr virus infection63/1875202/84651.63e-038.98e-035.50e-0363
hsa046123ColorectumMSSAntigen processing and presentation27/187578/84657.72e-032.91e-021.78e-0227
hsa046124ColorectumMSI-HAntigen processing and presentation23/79778/84654.15e-077.91e-066.63e-0623
hsa04145ColorectumMSI-HPhagosome27/797152/84658.74e-041.01e-028.48e-0327
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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
TAP2insertionIn_Frame_Insnovelc.1468_1469insTCATAAGAGATGGTGp.Thr490delinsIleIleArgAspGlyAlap.T490delinsIIRDGAQ03519protein_codingTCGA-A8-A09D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
TAP2SNVMissense_Mutationc.94N>Tp.Pro32Serp.P32SQ03519protein_codingdeleterious(0.02)benign(0.103)TCGA-FU-A23K-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TAP2SNVMissense_Mutationc.1079N>Cp.Glu360Alap.E360AQ03519protein_codingtolerated(0.21)possibly_damaging(0.634)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TAP2SNVMissense_Mutationc.1414N>Ap.Asp472Asnp.D472NQ03519protein_codingtolerated(0.87)benign(0.001)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TAP2SNVMissense_Mutationrs769546391c.872N>Ap.Arg291Glnp.R291QQ03519protein_codingtolerated(0.39)possibly_damaging(0.672)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
TAP2SNVMissense_Mutationc.1600N>Gp.Ile534Valp.I534VQ03519protein_codingtolerated(0.32)benign(0.017)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TAP2SNVMissense_Mutationc.2006N>Tp.Ala669Valp.A669VQ03519protein_codingdeleterious(0.03)benign(0.174)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TAP2SNVMissense_Mutationnovelc.1053N>Cp.Glu351Aspp.E351DQ03519protein_codingdeleterious(0)possibly_damaging(0.677)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
TAP2SNVMissense_Mutationrs376467259c.1028N>Ap.Arg343Hisp.R343HQ03519protein_codingdeleterious(0)probably_damaging(0.986)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TAP2SNVMissense_Mutationc.977N>Tp.Ala326Valp.A326VQ03519protein_codingdeleterious(0)probably_damaging(0.99)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
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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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