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: 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


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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
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
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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
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.

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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:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:0022411111EsophagusESCCcellular component disassembly305/8552443/187231.94e-234.57e-21305
GO:0009896111EsophagusESCCpositive regulation of catabolic process332/8552492/187234.36e-239.22e-21332
GO:0031331111EsophagusESCCpositive regulation of cellular catabolic process292/8552427/187238.67e-221.53e-19292
GO:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:001050617EsophagusESCCregulation of autophagy220/8552317/187236.72e-186.36e-16220
GO:000703417EsophagusESCCvacuolar transport119/8552157/187231.16e-146.30e-13119
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:007190016EsophagusESCCregulation of protein serine/threonine kinase activity227/8552359/187231.12e-114.10e-10227
GO:003298416EsophagusESCCprotein-containing complex disassembly151/8552224/187233.45e-111.15e-09151
GO:004339320EsophagusESCCregulation of protein binding135/8552196/187233.69e-111.22e-09135
GO:001624114EsophagusESCCregulation of macroautophagy102/8552141/187231.09e-103.27e-09102
GO:00070419EsophagusESCClysosomal transport83/8552114/187233.52e-097.41e-0883
GO:0051100111EsophagusESCCnegative regulation of binding109/8552162/187232.10e-084.03e-07109
GO:190165319EsophagusESCCcellular response to peptide208/8552359/187231.68e-062.01e-05208
GO:00719029EsophagusESCCpositive regulation of protein serine/threonine kinase activity124/8552200/187232.27e-062.61e-05124
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:003209116EsophagusESCCnegative regulation of protein binding65/855294/187233.46e-063.82e-0565
GO:004586018EsophagusESCCpositive regulation of protein kinase activity219/8552386/187236.91e-066.97e-05219
GO:003367420EsophagusESCCpositive regulation of kinase activity260/8552467/187237.26e-067.22e-05260
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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
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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
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
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