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: ADRB2

Gene summary for ADRB2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ADRB2

Gene ID

154

Gene nameadrenoceptor beta 2
Gene AliasADRB2R
Cytomap5q32
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P07550


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
154ADRB2LZE4THumanEsophagusESCC2.06e-102.73e-010.0811
154ADRB2LZE8THumanEsophagusESCC2.19e-095.94e-010.067
154ADRB2LZE20THumanEsophagusESCC8.20e-042.23e-010.0662
154ADRB2LZE24THumanEsophagusESCC6.97e-157.92e-010.0596
154ADRB2P1T-EHumanEsophagusESCC1.31e-168.44e-010.0875
154ADRB2P2T-EHumanEsophagusESCC7.10e-184.64e-010.1177
154ADRB2P4T-EHumanEsophagusESCC2.38e-021.46e-010.1323
154ADRB2P5T-EHumanEsophagusESCC8.37e-227.07e-010.1327
154ADRB2P8T-EHumanEsophagusESCC3.81e-062.06e-010.0889
154ADRB2P9T-EHumanEsophagusESCC1.64e-084.06e-010.1131
154ADRB2P10T-EHumanEsophagusESCC2.44e-051.51e-010.116
154ADRB2P11T-EHumanEsophagusESCC5.75e-101.09e+000.1426
154ADRB2P17T-EHumanEsophagusESCC1.63e-043.53e-010.1278
154ADRB2P20T-EHumanEsophagusESCC8.67e-136.04e-010.1124
154ADRB2P21T-EHumanEsophagusESCC3.58e-226.48e-010.1617
154ADRB2P23T-EHumanEsophagusESCC5.61e-331.76e+000.108
154ADRB2P24T-EHumanEsophagusESCC1.70e-062.25e-010.1287
154ADRB2P26T-EHumanEsophagusESCC8.59e-112.98e-010.1276
154ADRB2P27T-EHumanEsophagusESCC1.55e-104.30e-010.1055
154ADRB2P28T-EHumanEsophagusESCC4.03e-205.24e-010.1149
Page: 1 2 3 4 

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
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
∗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:00162417Oral cavityOSCCregulation of macroautophagy96/7305141/187232.33e-129.75e-1196
GO:000703410Oral cavityOSCCvacuolar transport103/7305157/187231.25e-114.44e-10103
GO:003298410Oral cavityOSCCprotein-containing complex disassembly136/7305224/187233.42e-111.13e-09136
GO:007190010Oral cavityOSCCregulation of protein serine/threonine kinase activity201/7305359/187233.90e-111.27e-09201
GO:004339318Oral cavityOSCCregulation of protein binding121/7305196/187238.92e-112.73e-09121
GO:190165316Oral cavityOSCCcellular response to peptide194/7305359/187234.31e-099.57e-08194
GO:003166720Oral cavityOSCCresponse to nutrient levels245/7305474/187231.02e-082.10e-07245
GO:00105087Oral cavityOSCCpositive regulation of autophagy77/7305124/187231.59e-072.61e-0677
GO:00459266Oral cavityOSCCnegative regulation of growth135/7305249/187237.29e-071.03e-05135
GO:00070418Oral cavityOSCClysosomal transport69/7305114/187232.62e-063.26e-0569
GO:004586016Oral cavityOSCCpositive regulation of protein kinase activity194/7305386/187233.90e-064.59e-05194
GO:000150310Oral cavityOSCCossification203/7305408/187235.54e-066.19e-05203
GO:003367418Oral cavityOSCCpositive regulation of kinase activity228/7305467/187238.31e-068.90e-05228
GO:000926616Oral cavityOSCCresponse to temperature stimulus98/7305178/187239.78e-061.03e-0498
GO:00619127Oral cavityOSCCselective autophagy44/730568/187231.57e-051.57e-0444
GO:00320919Oral cavityOSCCnegative regulation of protein binding57/730594/187231.75e-051.71e-0457
GO:00719028Oral cavityOSCCpositive regulation of protein serine/threonine kinase activity107/7305200/187232.12e-052.02e-04107
GO:00454448Oral cavityOSCCfat cell differentiation120/7305229/187232.48e-052.32e-04120
GO:000689810Oral cavityOSCCreceptor-mediated endocytosis125/7305244/187236.56e-055.32e-04125
GO:00973522Oral cavityOSCCautophagosome maturation28/730540/187237.00e-055.60e-0428
Page: 1 2 3 4 5 6 

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
ADRB2SNVMissense_Mutationnovelc.312N>Ap.Phe104Leup.F104LP07550protein_codingtolerated(0.06)benign(0.086)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ADRB2SNVMissense_Mutationc.88G>Ap.Glu30Lysp.E30KP07550protein_codingtolerated(0.08)benign(0.005)TCGA-C8-A275-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ADRB2insertionFrame_Shift_Insnovelc.761_762insTp.His256AlafsTer38p.H256Afs*38P07550protein_codingTCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
ADRB2insertionNonsense_Mutationnovelc.766_767insCGCCCATATTCTTATGAAAATGTGGACTTTTGGCp.His256ProfsTer6p.H256Pfs*6P07550protein_codingTCGA-A8-A07O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyCR
ADRB2SNVMissense_Mutationc.136N>Ap.Ala46Thrp.A46TP07550protein_codingtolerated(0.28)benign(0.005)TCGA-EA-A5O9-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ADRB2insertionFrame_Shift_Insnovelc.270_271insTp.Ala91CysfsTer23p.A91Cfs*23P07550protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
ADRB2SNVMissense_Mutationnovelc.324N>Gp.Phe108Leup.F108LP07550protein_codingtolerated(0.71)benign(0.02)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ADRB2SNVMissense_Mutationc.355N>Ap.Ala119Thrp.A119TP07550protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-5913-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ADRB2SNVMissense_Mutationc.905T>Cp.Leu302Prop.L302PP07550protein_codingdeleterious(0.03)possibly_damaging(0.848)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ADRB2SNVMissense_Mutationc.1027N>Tp.Arg343Cysp.R343CP07550protein_codingdeleterious(0.05)benign(0.038)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
Page: 1 2 3 4 5 6 

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
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEALPRENOLOLALPRENOLOL
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEantagonist135650031LEVOBUNOLOL
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEagonist187051758INDACATEROL
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEagonist329968451SOLABEGRON
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEagonistCHEMBL1200447
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANETA-2005CARMOTEROL
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEagonist135650978SALMETEROL
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEQVA-149
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEagonistCHEMBL2062258
154ADRB2KINASE, G PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOME, EXTERNAL SIDE OF PLASMA MEMBRANEagonistCHEMBL1200920ISOETHARINE HYDROCHLORIDE
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