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: AP3B1

Gene summary for AP3B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AP3B1

Gene ID

8546

Gene nameadaptor related protein complex 3 subunit beta 1
Gene AliasADTB3
Cytomap5q14.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A0S2Z5J4


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
8546AP3B1N_HPV_1HumanCervixN_HPV4.90e-02-8.42e-020.0079
8546AP3B1CCI_2HumanCervixCC1.14e-131.35e+000.5249
8546AP3B1CCI_3HumanCervixCC2.35e-097.92e-010.516
8546AP3B1HTA11_3410_2000001011HumanColorectumAD2.74e-15-6.38e-010.0155
8546AP3B1HTA11_3361_2000001011HumanColorectumAD1.33e-04-5.07e-01-0.1207
8546AP3B1HTA11_866_2000001011HumanColorectumAD5.74e-06-3.46e-01-0.1001
8546AP3B1HTA11_866_3004761011HumanColorectumAD7.62e-12-6.03e-010.096
8546AP3B1HTA11_10711_2000001011HumanColorectumAD6.23e-06-5.49e-010.0338
8546AP3B1HTA11_7696_3000711011HumanColorectumAD2.41e-09-4.07e-010.0674
8546AP3B1HTA11_99999970781_79442HumanColorectumMSS2.34e-06-2.96e-010.294
8546AP3B1HTA11_99999971662_82457HumanColorectumMSS1.03e-05-3.05e-010.3859
8546AP3B1HTA11_99999974143_84620HumanColorectumMSS8.77e-31-6.71e-010.3005
8546AP3B1A015-C-203HumanColorectumFAP1.84e-38-4.60e-01-0.1294
8546AP3B1A015-C-204HumanColorectumFAP1.25e-02-2.52e-01-0.0228
8546AP3B1A014-C-040HumanColorectumFAP9.50e-03-2.96e-01-0.1184
8546AP3B1A002-C-201HumanColorectumFAP1.70e-13-3.77e-010.0324
8546AP3B1A002-C-203HumanColorectumFAP3.61e-08-1.99e-010.2786
8546AP3B1A001-C-119HumanColorectumFAP3.74e-03-2.52e-01-0.1557
8546AP3B1A001-C-108HumanColorectumFAP9.69e-21-2.00e-01-0.0272
8546AP3B1A002-C-205HumanColorectumFAP3.60e-19-2.84e-01-0.1236
Page: 1 2 3 4 5 6 7 8 9 

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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
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.

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:001605022Oral cavityEOLPvesicle organization65/2218300/187238.62e-072.15e-0565
GO:003009812Oral cavityEOLPlymphocyte differentiation76/2218374/187231.50e-063.55e-0576
GO:000257323Oral cavityEOLPmyeloid leukocyte differentiation48/2218208/187233.71e-067.88e-0548
GO:00466321Oral cavityEOLPalpha-beta T cell differentiation31/2218112/187234.02e-068.49e-0531
GO:00512517Oral cavityEOLPpositive regulation of lymphocyte activation72/2218362/187236.21e-061.22e-0472
GO:003021712Oral cavityEOLPT cell differentiation55/2218257/187238.55e-061.62e-0455
GO:190303915Oral cavityEOLPpositive regulation of leukocyte cell-cell adhesion52/2218239/187239.14e-061.70e-0452
GO:00466354Oral cavityEOLPpositive regulation of alpha-beta T cell activation21/221867/187231.82e-052.91e-0421
GO:00508677Oral cavityEOLPpositive regulation of cell activation79/2218420/187231.91e-053.02e-0479
GO:000222411Oral cavityEOLPtoll-like receptor signaling pathway31/2218121/187232.21e-053.37e-0431
GO:00026968Oral cavityEOLPpositive regulation of leukocyte activation77/2218409/187232.34e-053.52e-0477
GO:005087014Oral cavityEOLPpositive regulation of T cell activation47/2218216/187232.40e-053.58e-0447
GO:000854424Oral cavityEOLPepidermis development64/2218324/187232.48e-053.68e-0464
GO:004561912Oral cavityEOLPregulation of lymphocyte differentiation40/2218174/187232.54e-053.75e-0440
GO:002240918Oral cavityEOLPpositive regulation of cell-cell adhesion57/2218284/187234.23e-055.77e-0457
GO:007058523Oral cavityEOLPprotein localization to mitochondrion31/2218125/187234.36e-055.88e-0431
GO:005165623Oral cavityEOLPestablishment of organelle localization73/2218390/187234.59e-056.11e-0473
GO:000690023Oral cavityEOLPvesicle budding from membrane19/221861/187234.97e-056.50e-0419
GO:000703422Oral cavityEOLPvacuolar transport36/2218157/187236.66e-058.27e-0436
GO:0046637Oral cavityEOLPregulation of alpha-beta T cell differentiation20/221868/187237.88e-059.51e-0420
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414222EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa0414232EsophagusESCCLysosome102/4205132/84655.11e-117.13e-103.65e-10102
hsa041422LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041423LiverHCCLysosome100/4020132/84652.32e-114.31e-102.40e-10100
hsa041425Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
hsa0414212Oral cavityOSCCLysosome87/3704132/84651.97e-071.35e-066.86e-0787
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
AP3B1SNVMissense_Mutationrs757690159c.3085N>Tp.Val1029Leup.V1029LO00203protein_codingtolerated(0.12)benign(0.007)TCGA-A8-A09V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
AP3B1SNVMissense_Mutationrs758805835c.1331A>Gp.Asn444Serp.N444SO00203protein_codingtolerated(0.28)benign(0.006)TCGA-A8-A0A2-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
AP3B1SNVMissense_Mutationc.356N>Gp.Thr119Serp.T119SO00203protein_codingtolerated(0.05)benign(0.19)TCGA-B6-A0X5-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
AP3B1SNVMissense_Mutationc.1846C>Tp.His616Tyrp.H616YO00203protein_codingdeleterious(0)possibly_damaging(0.474)TCGA-BH-A0DK-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
AP3B1SNVMissense_Mutationnovelc.2479N>Tp.Val827Leup.V827LO00203protein_codingtolerated(0.23)benign(0.017)TCGA-BH-A0DQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
AP3B1SNVMissense_Mutationnovelc.334N>Tp.Leu112Phep.L112FO00203protein_codingdeleterious(0.01)probably_damaging(0.979)TCGA-D8-A1XM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
AP3B1SNVMissense_Mutationrs367631130c.680N>Ap.Arg227Hisp.R227HO00203protein_codingdeleterious(0)probably_damaging(0.969)TCGA-D8-A1XY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytamoxiphenSD
AP3B1SNVMissense_Mutationnovelc.3248T>Cp.Leu1083Prop.L1083PO00203protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AP3B1SNVMissense_Mutationnovelc.2543G>Ap.Gly848Aspp.G848DO00203protein_codingdeleterious(0.03)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AP3B1SNVMissense_Mutationnovelc.2294N>Tp.Ser765Leup.S765LO00203protein_codingdeleterious(0.01)benign(0.011)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

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