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: CHRNB1

Gene summary for CHRNB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHRNB1

Gene ID

1140

Gene namecholinergic receptor nicotinic beta 1 subunit
Gene AliasACHRB
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0001941

UniProtAcc

P11230


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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
1140CHRNB1LZE4THumanEsophagusESCC1.03e-112.03e-010.0811
1140CHRNB1LZE24THumanEsophagusESCC7.26e-091.21e-010.0596
1140CHRNB1LZE6THumanEsophagusESCC5.21e-041.27e-010.0845
1140CHRNB1P1T-EHumanEsophagusESCC2.81e-102.84e-010.0875
1140CHRNB1P2T-EHumanEsophagusESCC6.53e-141.44e-010.1177
1140CHRNB1P4T-EHumanEsophagusESCC4.30e-162.69e-010.1323
1140CHRNB1P5T-EHumanEsophagusESCC9.34e-111.27e-010.1327
1140CHRNB1P8T-EHumanEsophagusESCC7.48e-091.48e-010.0889
1140CHRNB1P9T-EHumanEsophagusESCC2.24e-131.20e-010.1131
1140CHRNB1P10T-EHumanEsophagusESCC3.06e-078.38e-020.116
1140CHRNB1P11T-EHumanEsophagusESCC3.87e-103.07e-010.1426
1140CHRNB1P12T-EHumanEsophagusESCC6.87e-161.29e-010.1122
1140CHRNB1P15T-EHumanEsophagusESCC9.41e-056.43e-020.1149
1140CHRNB1P16T-EHumanEsophagusESCC5.20e-152.73e-010.1153
1140CHRNB1P19T-EHumanEsophagusESCC9.59e-034.62e-010.1662
1140CHRNB1P20T-EHumanEsophagusESCC3.44e-192.21e-010.1124
1140CHRNB1P21T-EHumanEsophagusESCC3.36e-172.23e-010.1617
1140CHRNB1P22T-EHumanEsophagusESCC2.03e-183.11e-010.1236
1140CHRNB1P23T-EHumanEsophagusESCC3.23e-172.48e-010.108
1140CHRNB1P24T-EHumanEsophagusESCC1.42e-101.53e-010.1287
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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
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
∗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:00426927Oral cavityOSCCmuscle cell differentiation175/7305384/187234.79e-031.92e-02175
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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
SLURP1CHRNB1SLURP1_CHRNB1SLURPEsophagusESCC
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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
CHRNB1SNVMissense_Mutationc.1274G>Cp.Arg425Prop.R425PP11230protein_codingtolerated(0.3)benign(0.007)TCGA-E9-A22D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilSD
CHRNB1insertionFrame_Shift_Insnovelc.1292_1293insTGGCTGCATTTCCTTGTGTAGCTCGTTTGTGGAAGAATATp.Glu432GlyfsTer97p.E432Gfs*97P11230protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CHRNB1SNVMissense_Mutationnovelc.104N>Gp.Phe35Cysp.F35CP11230protein_codingdeleterious(0.02)probably_damaging(1)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CHRNB1SNVMissense_Mutationrs201453432c.512N>Gp.Ser171Cysp.S171CP11230protein_codingdeleterious(0)probably_damaging(0.987)TCGA-EK-A2PG-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CHRNB1SNVMissense_Mutationnovelc.891N>Cp.Lys297Asnp.K297NP11230protein_codingdeleterious(0.04)possibly_damaging(0.526)TCGA-VS-A950-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CHRNB1SNVMissense_Mutationc.295N>Ap.Asp99Asnp.D99NP11230protein_codingtolerated(0.27)benign(0.01)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CHRNB1SNVMissense_Mutationc.1238N>Tp.Ala413Valp.A413VP11230protein_codingtolerated(0.49)benign(0.119)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CHRNB1SNVMissense_Mutationc.238N>Tp.Asp80Tyrp.D80YP11230protein_codingdeleterious(0)probably_damaging(0.933)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
CHRNB1SNVMissense_Mutationc.96G>Tp.Glu32Aspp.E32DP11230protein_codingtolerated(0.31)benign(0.009)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
CHRNB1SNVMissense_Mutationc.1215T>Ap.Asn405Lysp.N405KP11230protein_codingdeleterious(0.03)benign(0.406)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERantagonistCHEMBL1200993GALLAMINE TRIETHIODIDE
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERantagonistCHEMBL1200549RAPACURONIUM BROMIDE
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERagonistCHEMBL983SUCCINYLCHOLINE CHLORIDE
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERantagonistCHEMBL1237099DOXACURIUM CHLORIDE
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERantagonistCHEMBL1200641CISATRACURIUM BESYLATE
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERantagonistCHEMBL984MIVACURIUM CHLORIDE
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERantagonistCHEMBL1200722PIPECURONIUM BROMIDE
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERantagonistCHEMBL1200757PANCURONIUM BROMIDE
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERantagonistCHEMBL1739METOCURINE IODIDE
1140CHRNB1DRUGGABLE GENOME, ION CHANNEL, TRANSPORTERantagonistCHEMBL1200629VECURONIUM BROMIDE
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